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ID | Описание | Дата |
---|---|---|
bd1a5316-1a1d-43e7-bbdb-5b3efd0e8396 | expedite seamless channels | 1974-09-23 |
5c909c14-f590-4908-b081-834dba4eb5ec | strategize intuitive platforms | 1974-01-24 |
2d4bf09c-79fc-4c2e-a8fd-8884985c7d8e | unleash collaborative communities | 1995-12-07 |
1cc8a832-58f7-4b18-813d-5d9254c671a7 | empower rich e-commerce | 2023-08-06 |
598aa4ce-bc04-4ae7-b0f1-5ce11efbaafd | syndicate virtual content | 1986-06-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Manager | 16578.115 | 3 | 5 | 15 | 2 | 10 | 12 | 17.29 | 7.0 | Standard | 1054.86 | 29.048805 | Yes | 21.425972 | 53.912129 | Low_spent_Medium_value_payments | 347.312857 | Standard | 278 |
17 | Lawyer | 14675.830 | 6 | 3 | 12 | 7 | 27 | 8 | 12.12 | 6.0 | Standard | 1427.56 | 38.332882 | Yes | 84.004103 | 42.374332 | Low_spent_Medium_value_payments | 286.720148 | Standard | 151 |
33 | Accountant | 177887.800 | 4 | 3 | 3 | 0 | 6 | 8 | 11.32 | 2.0 | Good | 925.47 | 46.386348 | No | 0.000000 | 309.721511 | High_spent_Large_value_payments | 1413.176823 | Good | 318 |
17 | Journalist | 14646.960 | 7 | 7 | 20 | 4 | 28 | 9 | 19.60 | 5.0 | Standard | 1461.76 | 31.603667 | NM | 46.002732 | 107.905427 | Low_spent_Medium_value_payments | 241.749841 | Standard | 207 |
51 | Accountant | 97688.400 | 6 | 7 | 13 | 2 | 13 | 0 | 7.63 | 1.0 | Standard | 1299.16 | 27.581223 | NM | 122.728904 | 485.511582 | Low_spent_Medium_value_payments | 459.029515 | Standard | 323 |
49 | Scientist | 86957.850 | 5 | 3 | 20 | 0 | 14 | 16 | 4.39 | 5.0 | Standard | 424.28 | 37.482978 | No | 0.000000 | 160.513334 | High_spent_Large_value_payments | 806.135416 | Standard | 319 |
36 | Accountant | 31892.180 | 5 | 3 | 20 | 2 | 21 | 18 | 4.14 | 5.0 | Standard | 507.01 | 29.785542 | NM | 38.144027 | 52.667221 | High_spent_Small_value_payments | 462.456919 | Standard | 386 |
32 | Entrepreneur | 42400.700 | 4 | 5 | 5 | 2 | 24 | 1 | 6.54 | 7.0 | Good | 699.11 | 33.401326 | No | 45.775618 | 347.403166 | Low_spent_Medium_value_payments | 249.560383 | Poor | 326 |
14 | Teacher | 84989.460 | 7 | 7 | 6 | 0 | 26 | 11 | 14.58 | 10.0 | Standard | 416.47 | 35.024874 | Yes | 0.000000 | 103.491634 | High_spent_Large_value_payments | 867.953866 | Standard | 378 |
28 | Doctor | 20282.420 | 4 | 4 | 14 | 4 | 30 | 14 | 7.82 | 4.0 | Standard | 489.03 | 33.201849 | Yes | 35.386274 | 79.873699 | Low_spent_Medium_value_payments | 310.760194 | Standard | 193 |
38 | Lawyer | 82583.610 | 6 | 4 | 10 | 3 | 10 | 16 | 18.51 | 4.0 | Standard | 1072.11 | 30.062800 | Yes | 172.813771 | 325.870756 | Low_spent_Medium_value_payments | 459.912223 | Standard | 305 |
27 | Doctor | 38036.610 | 2 | 3 | 2 | 2 | 12 | 5 | 4.84 | 4.0 | Good | 241.07 | 25.126180 | NM | 33.311064 | 70.181327 | High_spent_Medium_value_payments | 464.579359 | Standard | 203 |
43 | Doctor | 33030.030 | 3 | 5 | 4 | 1 | 5 | 10 | 10.59 | 1.0 | Good | 1289.96 | 30.039288 | No | 22.901579 | 89.382618 | Low_spent_Large_value_payments | 418.166053 | Good | 191 |
52 | Lawyer | 19799.730 | 7 | 4 | 12 | 2 | 10 | 20 | 5.89 | 3.0 | Good | 125.69 | 30.273144 | NM | 18.153338 | 142.172776 | Low_spent_Medium_value_payments | 311.271635 | Good | 400 |
31 | Journalist | 93256.680 | 5 | 7 | 19 | 1 | 24 | 17 | 16.79 | 8.0 | Standard | 1125.67 | 26.297701 | Yes | 69.621222 | 124.480262 | High_spent_Large_value_payments | 815.637516 | Standard | 224 |
54 | Journalist | 49962.420 | 7 | 7 | 15 | 3 | 20 | 19 | 0.71 | 4.0 | Standard | 1175.81 | 33.989576 | No | 67.461034 | 196.899612 | Low_spent_Small_value_payments | 426.392854 | Poor | 388 |
14 | Media_Manager | 11877.735 | 3 | 4 | 15 | 4 | 14 | 10 | 9.64 | 6.0 | Standard | 172.91 | 28.334295 | Yes | 22.919350 | 31.159054 | Low_spent_Large_value_payments | 288.402721 | Standard | 365 |
19 | Writer | 50814.280 | 3 | 7 | 2 | 0 | 13 | 10 | 4.06 | 3.0 | Good | 612.46 | 27.064341 | No | 0.000000 | 124.910262 | Low_spent_Medium_value_payments | 606.842071 | Good | 254 |
31 | Musician | 48706.100 | 5 | 3 | 7 | 3 | 21 | 11 | 13.02 | 7.0 | Standard | 1083.76 | 25.161787 | Yes | 107.152558 | 81.202799 | High_spent_Medium_value_payments | 466.928810 | Standard | 204 |
29 | Scientist | 90541.710 | 4 | 7 | 5 | 0 | 7 | 3 | 11.91 | 4.0 | Good | 500.60 | 26.657261 | No | 0.000000 | 140.158815 | High_spent_Large_value_payments | 860.555435 | Standard | 378 |
22 | Doctor | 122135.120 | 2 | 4 | 1 | 1 | 21 | 0 | 11.46 | 2.0 | Good | 1384.06 | 33.128355 | No | 53.472240 | 825.691501 | Low_spent_Large_value_payments | 403.428925 | Standard | 215 |
25 | Writer | 45472.200 | 6 | 10 | 23 | 4 | 46 | 16 | 4.44 | 7.0 | Bad | 1322.15 | 37.894762 | Yes | 111.746347 | 0.000000 | High_spent_Large_value_payments | 443.080356 | Poor | 117 |
23 | Lawyer | 115247.160 | 2 | 5 | 10 | 0 | 11 | 6 | 0.92 | 3.0 | Good | 687.87 | 36.422518 | No | 0.000000 | 387.704277 | Low_spent_Small_value_payments | 876.788723 | Standard | 221 |
35 | Doctor | 14185.660 | 1 | 7 | 2 | 4 | 14 | 9 | 10.56 | 1.0 | Good | 225.57 | 24.608087 | No | 42.529922 | 81.909746 | Low_spent_Small_value_payments | 287.174165 | Standard | 359 |
29 | Manager | 24424.700 | 8 | 5 | 7 | 0 | 24 | 11 | 13.01 | 3.0 | Standard | 626.57 | 38.554934 | Yes | 0.000000 | 67.214001 | Low_spent_Large_value_payments | 407.925166 | Standard | 269 |
41 | Mechanic | 106550.190 | 4 | 7 | 16 | 3 | 29 | 14 | 16.74 | 0.0 | Standard | 401.46 | 36.197471 | Yes | 185.491211 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Good | 300 |
24 | Entrepreneur | 24995.920 | 5 | 3 | 8 | 3 | 24 | 12 | 12.07 | 0.0 | Standard | 968.32 | 41.065358 | NM | 45.910624 | 107.547549 | Low_spent_Medium_value_payments | 336.541161 | Standard | 342 |
17 | Doctor | 131737.720 | 4 | 5 | 8 | 0 | 9 | 9 | 16.82 | 5.0 | Standard | 1299.86 | 37.615827 | NM | 0.000000 | 213.136261 | High_spent_Large_value_payments | 1146.478072 | Standard | 317 |
32 | Writer | 35908.740 | 4 | 4 | 10 | 2 | 6 | 17 | 9.08 | 5.0 | Standard | 613.93 | 29.495990 | Yes | 53.982295 | 383.731038 | Low_spent_Small_value_payments | 167.226167 | Poor | 83 |
32 | Entrepreneur | 34709.280 | 4 | 2 | 5 | 2 | 6 | 1 | 2.81 | 3.0 | Good | 104.98 | 38.365469 | No | 51.396294 | 39.584578 | High_spent_Large_value_payments | 448.763128 | Standard | 326 |
45 | Engineer | 14283.665 | 6 | 4 | 9 | 4 | 24 | 8 | 7.60 | 3.0 | Standard | 1225.88 | 27.646527 | No | 33.687913 | 0.000000 | High_spent_Medium_value_payments | 272.812675 | Poor | 275 |
25 | Journalist | 57700.060 | 5 | 6 | 13 | 0 | 26 | 18 | 11.63 | 2.0 | Standard | 792.37 | 31.600991 | Yes | 0.000000 | 48.014016 | High_spent_Large_value_payments | 648.719817 | Standard | 292 |
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