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ID | Описание | Дата |
---|---|---|
94474c82-479a-456b-b1fa-1c81c5356824 | embrace bricks-and-clicks e-commerce | 2010-08-25 |
4849d418-a50b-48da-85b6-d1d28e78814d | syndicate customized partnerships | 2009-01-18 |
dfa0f92d-69e6-41a1-b0de-37a63671db04 | aggregate cutting-edge relationships | 1995-02-27 |
7734a942-d922-413c-88b0-c3ed8c466b53 | mesh virtual systems | 1970-06-25 |
9df11bf9-f19c-4397-9bae-a6621e08eecd | empower visionary relationships | 2024-07-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Media_Manager | 48780.560 | 4 | 5 | 16 | 0 | 29 | 20 | 4.97 | 1.0 | Standard | 967.75 | 36.357457 | Yes | 0.000000 | 349.114521 | Low_spent_Small_value_payments | 324.390146 | Standard | 231 |
55 | Media_Manager | 28836.920 | 5 | 2 | 6 | 0 | 4 | 16 | 10.82 | 5.0 | Good | 1224.88 | 38.684575 | No | 0.000000 | 298.100337 | Low_spent_Small_value_payments | 249.707330 | Good | 334 |
52 | Scientist | 32012.400 | 1 | 1 | 3 | 1 | 1 | 4 | 7.03 | 0.0 | Good | 1097.83 | 26.714490 | No | 20.644248 | 89.755113 | Low_spent_Small_value_payments | 417.670639 | Good | 318 |
47 | Architect | 15624.680 | 7 | 4 | 17 | 1 | 26 | 10 | 2.26 | 4.0 | Standard | 274.91 | 33.174755 | Yes | 9.801339 | 52.419740 | Low_spent_Medium_value_payments | 368.184588 | Standard | 301 |
52 | Teacher | 22489.250 | 5 | 5 | 7 | 2 | 7 | 12 | 8.93 | 5.0 | Good | 1189.23 | 27.722687 | NM | 34.019008 | 121.113981 | Low_spent_Medium_value_payments | 289.177427 | Standard | 209 |
34 | Engineer | 28501.860 | 4 | 2 | 10 | 2 | 2 | 0 | 10.78 | 0.0 | Good | 1045.30 | 27.435869 | No | 29.153765 | 79.491751 | Low_spent_Large_value_payments | 400.869984 | Good | 293 |
24 | Doctor | 32835.400 | 2 | 6 | 2 | 1 | 13 | 14 | 5.35 | 2.0 | Good | 866.86 | 25.784187 | No | 14.034818 | 0.000000 | High_spent_Large_value_payments | 472.642434 | Standard | 0 |
27 | Accountant | 15391.470 | 7 | 7 | 19 | 3 | 20 | 12 | 13.68 | 7.0 | Standard | 939.63 | 38.071732 | Yes | 21.515453 | 134.669565 | Low_spent_Small_value_payments | 248.577232 | Standard | 243 |
51 | Accountant | 61683.180 | 4 | 3 | 3 | 4 | 11 | 6 | 8.29 | 3.0 | Good | 629.16 | 24.142897 | No | 128.384357 | 148.504276 | High_spent_Medium_value_payments | 467.237867 | Good | 270 |
26 | Writer | 12255.610 | 8 | 6 | 19 | 2 | 19 | 19 | 8.23 | 5.0 | Standard | 494.31 | 34.205401 | Yes | 11.637323 | 43.203228 | High_spent_Small_value_payments | 291.989532 | Standard | 231 |
40 | Architect | 47390.280 | 8 | 4 | 14 | 2 | 26 | 17 | 9.87 | 12.0 | Standard | 938.85 | 31.552284 | Yes | 41.953455 | 97.440731 | High_spent_Small_value_payments | 507.124814 | Standard | 102 |
21 | Entrepreneur | 23809.460 | 3 | 4 | 14 | 5 | 14 | 9 | 7.70 | 8.0 | Standard | 677.77 | 24.939087 | Yes | 85.011854 | 46.406413 | High_spent_Small_value_payments | 320.193900 | Standard | 238 |
44 | Media_Manager | 21642.845 | 4 | 4 | 8 | 3 | 4 | 3 | 0.00 | 3.0 | Good | 1145.77 | 37.915804 | No | 39.015255 | 167.874450 | Low_spent_Medium_value_payments | 244.367337 | Standard | 214 |
20 | Writer | 14384.400 | 3 | 7 | 19 | 6 | 15 | 17 | 11.11 | 5.0 | Standard | 1465.30 | 33.326726 | Yes | 65.497084 | 117.426995 | Low_spent_Small_value_payments | 228.945922 | Standard | 82 |
37 | Journalist | 17943.885 | 4 | 3 | 6 | 3 | 24 | 19 | 10.55 | 10.0 | Standard | 1490.82 | 31.482090 | Yes | 35.303569 | 61.205240 | Low_spent_Small_value_payments | 348.323566 | Standard | 212 |
46 | Entrepreneur | 36665.050 | 1 | 2 | 9 | 1 | 13 | 6 | 11.34 | 4.0 | Good | 1365.41 | 23.774293 | No | 15.805627 | 366.532723 | Low_spent_Small_value_payments | 198.803734 | Good | 303 |
39 | Scientist | 7518.710 | 6 | 4 | 15 | 3 | 14 | 22 | 12.89 | 5.0 | Standard | 832.00 | 25.293166 | Yes | 9.552501 | 19.632890 | High_spent_Medium_value_payments | 271.370525 | Standard | 95 |
33 | Media_Manager | 35022.760 | 6 | 4 | 11 | 3 | 30 | 17 | 5.00 | 3.0 | Standard | 794.33 | 39.691978 | No | 64.441106 | 143.519260 | Low_spent_Small_value_payments | 346.695967 | Standard | 277 |
43 | Doctor | 9844.975 | 8 | 7 | 19 | 0 | 7 | 14 | 14.75 | 1.0 | Standard | 638.57 | 41.628148 | No | 0.000000 | 32.772068 | Low_spent_Small_value_payments | 339.669391 | Standard | 383 |
31 | Scientist | 23054.080 | 3 | 3 | 16 | 0 | 11 | 8 | 19.85 | 0.0 | Standard | 573.89 | 26.292059 | Yes | 0.000000 | 135.494098 | Low_spent_Small_value_payments | 359.723235 | Poor | 312 |
32 | Engineer | 15186.175 | 4 | 3 | 6 | 1 | 21 | 15 | 9.22 | 0.0 | Standard | 9.70 | 35.296257 | No | 10.915070 | 206.552829 | Low_spent_Small_value_payments | 225.283559 | Standard | 0 |
43 | Lawyer | 38392.870 | 3 | 5 | 9 | 2 | 5 | 10 | 11.80 | 1.0 | Good | 883.37 | 37.834131 | No | 52.656964 | 84.514639 | High_spent_Medium_value_payments | 447.168980 | Standard | 328 |
25 | Engineer | 114987.150 | 5 | 4 | 4 | 0 | 13 | 3 | 4.99 | 4.0 | Good | 1494.07 | 38.314312 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 969.944753 | Good | 233 |
31 | Entrepreneur | 156608.600 | 4 | 4 | 10 | 0 | 17 | 4 | 9.09 | 2.0 | Good | 1161.51 | 38.538833 | No | 0.000000 | 422.912792 | High_spent_Medium_value_payments | 1159.058874 | Poor | 0 |
33 | Doctor | 21903.850 | 3 | 5 | 5 | 1 | 26 | 17 | 10.96 | 1.0 | Standard | 1426.30 | 36.086224 | Yes | 13.273626 | 158.198870 | Low_spent_Large_value_payments | 292.559588 | Standard | 0 |
51 | Scientist | 72783.060 | 6 | 5 | 17 | 1 | 16 | 18 | 3.52 | 2.0 | Standard | 752.52 | 36.657278 | No | 31.751688 | 258.635278 | Low_spent_Small_value_payments | 623.738534 | Standard | 309 |
29 | Writer | 36640.700 | 3 | 5 | 2 | 4 | 7 | 3 | 8.90 | 1.0 | Good | 155.86 | 32.304454 | No | 106.174669 | 331.316215 | Low_spent_Small_value_payments | 158.248283 | Standard | 359 |
51 | Scientist | 108968.850 | 1 | 5 | 8 | 0 | 4 | 0 | 1.51 | 1.0 | Good | 407.44 | 37.329272 | No | 0.000000 | 262.711966 | High_spent_Medium_value_payments | 871.661784 | Standard | 369 |
45 | Engineer | 131760.300 | 2 | 3 | 6 | 0 | 13 | 6 | 1.26 | 3.0 | Good | 262.48 | 37.580482 | No | 0.000000 | 363.681295 | Low_spent_Medium_value_payments | 1030.221205 | Good | 206 |
18 | Writer | 35806.510 | 4 | 5 | 5 | 3 | 22 | 14 | 12.28 | 10.0 | Standard | 545.13 | 26.438747 | Yes | 55.666790 | 186.322473 | Low_spent_Small_value_payments | 355.998320 | Poor | 293 |
31 | Manager | 41871.890 | 2 | 4 | 4 | 4 | 1 | 10 | 14.51 | 5.0 | Good | 1268.90 | 29.683440 | No | 73.097797 | 132.735517 | Low_spent_Small_value_payments | 460.599102 | Poor | 350 |
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