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ID | Описание | Дата |
---|---|---|
d5295023-b844-403a-bfa0-5b5c0232042c | generate bleeding-edge applications | 1979-05-28 |
67e9865f-19f8-4cfc-8933-5f520db2981d | empower strategic markets | 2006-12-10 |
3d94eee5-7e6c-4dd2-8e2c-2e6333505284 | iterate global architectures | 2020-01-02 |
78188f74-6fa3-4b82-8fa7-8d0a296ded7a | scale front-end content | 2023-01-03 |
f0d215f2-6df6-4cb5-9cda-0414c90986cd | exploit 24/7 portals | 2018-02-17 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Journalist | 30197.280 | 5 | 7 | 14 | 4 | 20 | 13 | 15.00 | 5.0 | Standard | 811.08 | 41.156874 | Yes | 57.081038 | 108.584836 | High_spent_Medium_value_payments | 343.778126 | Standard | 130 |
29 | Manager | 71677.590 | 5 | 6 | 16 | 0 | 6 | 11 | 11.90 | 0.0 | Standard | 130.54 | 39.286658 | No | 0.000000 | 237.106483 | High_spent_Medium_value_payments | 601.806767 | Standard | 207 |
31 | Doctor | 17161.570 | 6 | 3 | 9 | 4 | 23 | 10 | 17.06 | 11.0 | Standard | 743.20 | 26.066594 | Yes | 47.254627 | 26.739780 | High_spent_Large_value_payments | 324.518677 | Standard | 204 |
40 | Lawyer | 35417.270 | 0 | 3 | 3 | 2 | 5 | 3 | 7.80 | 3.0 | Good | 364.57 | 38.613699 | No | 39.770365 | 112.370672 | High_spent_Small_value_payments | 386.802880 | Standard | 318 |
41 | Journalist | 23437.790 | 8 | 4 | 20 | 3 | 25 | 12 | 7.31 | 6.0 | Standard | 589.94 | 22.797755 | Yes | 47.873337 | 172.969372 | Low_spent_Small_value_payments | 240.272208 | Poor | 0 |
36 | Mechanic | 89780.850 | 4 | 5 | 12 | 4 | 5 | 7 | 3.64 | 2.0 | Good | 540.26 | 29.195731 | No | 186.468477 | 49.721584 | High_spent_Large_value_payments | 768.583689 | Good | 292 |
34 | Architect | 23814.730 | 3 | 4 | 10 | 4 | 34 | 9 | 13.05 | 8.0 | Standard | 837.41 | 31.145194 | Yes | 76.394321 | 74.141611 | High_spent_Small_value_payments | 319.920151 | Standard | 72 |
52 | Writer | 107409.270 | 8 | 7 | 13 | 1 | 11 | 0 | 12.30 | 1.0 | Standard | 550.22 | 34.003223 | Yes | 66.462304 | 145.046099 | High_spent_Large_value_payments | 903.068847 | Standard | 330 |
33 | Engineer | 95745.880 | 7 | 6 | 18 | 3 | 15 | 12 | 10.17 | 3.0 | Standard | 738.41 | 33.413737 | Yes | 142.280771 | 0.000000 | High_spent_Medium_value_payments | 744.689827 | Standard | 251 |
20 | Scientist | 67928.840 | 5 | 5 | 12 | 0 | 2 | 8 | 11.22 | 4.0 | Good | 1373.36 | 31.761303 | No | 0.000000 | 172.256063 | High_spent_Medium_value_payments | 661.017603 | Good | 375 |
33 | Lawyer | 133646.040 | 4 | 5 | 11 | 2 | 7 | 3 | 2.43 | 3.0 | Good | 1290.92 | 39.975366 | No | 114.248243 | 131.696366 | High_spent_Medium_value_payments | 1146.972392 | Standard | 397 |
27 | Teacher | 19435.600 | 5 | 4 | 19 | 4 | 16 | 16 | 10.36 | 8.0 | Standard | 730.66 | 35.434917 | Yes | 44.640731 | 88.905656 | Low_spent_Small_value_payments | 308.816947 | Standard | 155 |
39 | Lawyer | 74063.280 | 3 | 6 | 5 | 2 | 12 | 17 | 13.91 | 10.0 | Standard | 1040.09 | 36.098274 | Yes | 117.436140 | 453.324594 | Low_spent_Medium_value_payments | 329.433266 | Good | 220 |
44 | Media_Manager | 44134.060 | 4 | 4 | 9 | 3 | 29 | 19 | 4.90 | 1.0 | Good | 809.59 | 36.962120 | No | 71.914916 | 0.000000 | Low_spent_Large_value_payments | 379.909872 | Good | 0 |
26 | Developer | 10813.530 | 4 | 4 | 10 | 4 | 11 | 16 | 13.12 | 2.0 | Standard | 862.42 | 29.273990 | Yes | 24.058784 | 55.299700 | Low_spent_Small_value_payments | 325.554266 | Standard | 329 |
22 | Architect | 25433.400 | 4 | 4 | 16 | 0 | 20 | 11 | 1.47 | 8.0 | Standard | 939.62 | 26.876990 | No | 0.000000 | 37.247547 | High_spent_Medium_value_payments | 407.697453 | Good | 0 |
45 | Architect | 35208.200 | 5 | 2 | 5 | 2 | 9 | 0 | 4.34 | 4.0 | Good | 630.29 | 29.965399 | No | 44.730081 | 55.997328 | High_spent_Medium_value_payments | 441.174258 | Good | 193 |
39 | Mechanic | 23923.540 | 4 | 7 | 15 | 4 | 26 | 1211 | 8.46 | 1.0 | Standard | 877.44 | 31.042417 | No | 78.253124 | 204.167723 | Low_spent_Small_value_payments | 180.541986 | Standard | 347 |
21 | Developer | 104816.560 | 3 | 7 | 13 | 3 | 15 | 19 | 9.18 | 1.0 | Standard | 1220.07 | 32.735592 | Yes | 192.730600 | 794.539063 | Low_spent_Large_value_payments | 159.701671 | Good | 362 |
30 | Media_Manager | 14432.870 | 3 | 7 | 7 | 1 | 2 | 8 | 16.47 | 3.0 | Good | 941.79 | 30.645412 | No | 6.412119 | 0.000000 | Low_spent_Small_value_payments | 293.432946 | Standard | 391 |
30 | Scientist | 106520.680 | 3 | 3 | 13 | 2 | 5 | 16 | 12.39 | 8.0 | Standard | 653.60 | 31.327094 | Yes | 98.337812 | 215.477660 | High_spent_Large_value_payments | 805.156861 | Standard | 0 |
40 | Lawyer | 90292.280 | 4 | 4 | 7 | 0 | 27 | 15 | 10.66 | 1.0 | Standard | 967.93 | 36.845948 | No | 0.000000 | 117.373029 | High_spent_Large_value_payments | 848.462637 | Standard | 396 |
31 | Manager | 117566.960 | 3 | 6 | 12 | 1 | 30 | 0 | 16.54 | 2.0 | Standard | 1251.06 | 30.683223 | Yes | 90.968958 | 401.987036 | Low_spent_Medium_value_payments | 768.368673 | Standard | 330 |
20 | Entrepreneur | 16944.540 | 8 | 5 | 16 | 0 | 17 | 17 | 19.04 | 4.0 | Standard | 1066.99 | 36.183597 | NM | 0.000000 | 85.251622 | Low_spent_Small_value_payments | 373.652878 | Standard | 382 |
38 | Lawyer | 18221.965 | 3 | 7 | 17 | 3 | 15 | 11 | 8.25 | 0.0 | Standard | 1218.29 | 34.681691 | Yes | 25.715292 | 44.195344 | Low_spent_Medium_value_payments | 334.839072 | Standard | 223 |
21 | Engineer | 60381.320 | 4 | 3 | 15 | 4 | 26 | 13 | 10.72 | 4.0 | Standard | 1311.32 | 38.737779 | Yes | 170.263784 | 0.000000 | Low_spent_Large_value_payments | 361.256119 | Standard | 199 |
21 | Musician | 116623.440 | 5 | 4 | 9 | 0 | 3 | 10 | 2.67 | 3.0 | Good | 1198.03 | 32.811426 | No | 0.000000 | 307.258880 | High_spent_Medium_value_payments | 926.403120 | Standard | 364 |
43 | Mechanic | 99100.290 | 3 | 3 | 8 | 1 | 29 | 10 | 8.19 | 5.0 | Standard | 696.74 | 34.285752 | Yes | 50.081045 | 136.165473 | High_spent_Large_value_payments | 856.289232 | Standard | 395 |
51 | Manager | 79298.960 | 8 | 7 | 13 | 1 | 21 | 16 | 10.26 | 2.0 | Standard | 804.92 | 31.964523 | No | 58.093333 | 408.461835 | High_spent_Small_value_payments | 476.469499 | Standard | 395 |
21 | Media_Manager | 19889.440 | 8 | 7 | 11 | 7 | 23 | 13 | 16.62 | 7.0 | Standard | 369.64 | 29.665968 | Yes | 60.928378 | 0.000000 | High_spent_Small_value_payments | 287.497907 | Standard | 121 |
20 | Teacher | 79783.600 | 5 | 4 | 15 | 3 | 25 | 9 | 15.60 | 10.0 | Standard | 225.23 | 25.136390 | Yes | 131.659526 | 114.519788 | High_spent_Large_value_payments | 636.484019 | Standard | 378 |
46 | Scientist | 41646.880 | 4 | 4 | 3 | 4 | 10 | 12 | 11.62 | 0.0 | Good | 732.11 | 37.312902 | No | 80.732350 | 106.925636 | High_spent_Small_value_payments | 423.899347 | Standard | 293 |
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