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| ID | Описание | Дата |
|---|---|---|
| b94c211e-e3a6-499f-b20e-a09d1305e485 | maximize user-centric paradigms | 1990-10-14 |
| 1b423ab5-1e27-4ced-ac2a-b672163493b2 | monetize customized portals | 1989-12-21 |
| 109cef6b-1a73-46f6-93b4-1de08b4f17fe | monetize innovative interfaces | 1984-05-21 |
| 4b708396-73f9-40ae-b517-18256e678948 | re-contextualize global synergies | 1976-10-26 |
| 27d0bdce-5820-4c16-950f-da2a0598b0eb | repurpose virtual channels | 1986-04-23 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | Entrepreneur | 36822.290 | 8 | 7 | 6 | 4 | 14 | 19 | 5.79 | 5.0 | Standard | 125.25 | 35.080330 | No | 95.800713 | 73.932539 | High_spent_Large_value_payments | 383.519164 | Good | 299 |
| 24 | Writer | 16198.305 | 4 | 7 | 4 | 2 | 12 | 5 | 11.90 | 0.0 | Good | 1439.09 | 32.708488 | NM | 14.350146 | 40.244044 | Low_spent_Medium_value_payments | 334.391685 | Standard | 373 |
| 27 | Engineer | 17450.000 | 8 | 3 | 8 | 3 | 16 | 8 | 13.57 | 6.0 | Standard | 1491.56 | 29.803002 | Yes | 38.578930 | 135.087214 | Low_spent_Small_value_payments | 274.550523 | Poor | 198 |
| 46 | Developer | 4644430.000 | 2 | 6 | 12 | 0 | 11 | 11 | 8.69 | 2.0 | Good | 59.06 | 32.898447 | No | 0.000000 | 245.544936 | High_spent_Small_value_payments | 393.671814 | Standard | 214 |
| 24 | Writer | 24131.570 | 7 | 7 | 13 | 2 | 18 | 9 | 1.51 | 0.0 | Standard | 1246.66 | 28.278747 | No | 38.599644 | 39.490221 | High_spent_Small_value_payments | 396.406552 | Standard | 204 |
| 30 | Architect | 14012.055 | 4 | 6 | 14 | 3 | 30 | 9 | 0.80 | 0.0 | Standard | 702.16 | 35.615817 | No | 29.837981 | 124.743063 | Low_spent_Large_value_payments | 261.886080 | Standard | 185 |
| 30 | Engineer | 58337.790 | 8 | 6 | 19 | 2 | 7 | 9 | 13.36 | 8.0 | Standard | 1322.98 | 28.176564 | Yes | 86.265914 | 103.030615 | High_spent_Medium_value_payments | 530.451720 | Poor | 209 |
| 39 | Musician | 34114.430 | 4 | 3 | 5 | 4 | 5 | 10 | 0.00 | 4.0 | Good | 870.99 | 33.335976 | No | 80.102170 | 87.456747 | High_spent_Small_value_payments | 378.328000 | Standard | 233 |
| 42 | Doctor | 17063.595 | 7 | 7 | 16 | 0 | 13 | 14 | 18.53 | 2.0 | Standard | 486.79 | 37.718792 | Yes | 0.000000 | 61.794246 | Low_spent_Medium_value_payments | 375.402379 | Good | 310 |
| 25 | Teacher | 29633.990 | 7 | 4 | 15 | 2 | 23 | 20 | 9.95 | 7.0 | Standard | 113.42 | 27.108058 | Yes | 32.226013 | 0.000000 | High_spent_Small_value_payments | 364.302244 | Standard | 70 |
| 29 | Writer | 70205.020 | 0 | 4 | 2 | 0 | 9 | 5 | 1.37 | 5.0 | Good | 145.04 | 35.930067 | No | 0.000000 | 123.885450 | High_spent_Medium_value_payments | 691.156384 | Good | 393 |
| 37 | Developer | 104653.620 | 0 | 2 | 5 | 4 | 7 | 9 | 0.61 | 1.0 | Good | 1221.03 | 35.552249 | No | 198.374695 | 633.275970 | Low_spent_Medium_value_payments | 348.762835 | Standard | 227 |
| 40 | Mechanic | 72814.860 | 2 | 5 | 4 | 0 | 13 | 0 | 2.43 | 4.0 | Good | 557.78 | 31.578203 | No | 0.000000 | 69.090587 | High_spent_Medium_value_payments | 784.499913 | Good | 312 |
| 19 | Lawyer | 20985.480 | 7 | 3 | 9 | 4 | 6 | 10 | 4.37 | 7.0 | Standard | 714.54 | 33.785424 | NM | 38.216485 | 0.000000 | High_spent_Small_value_payments | 300.492284 | Standard | 141 |
| 29 | Engineer | 129800.320 | 8 | 6 | 20 | 1 | 9 | 8 | 11.00 | 1.0 | Standard | 358.85 | 41.109595 | No | 105.717316 | 72.123882 | High_spent_Large_value_payments | 1172.628135 | Standard | 290 |
| 45 | Developer | 8071.240 | 7 | 5 | 21 | 9 | 49 | 24 | 7.86 | 12.0 | Bad | 1311.23 | 34.546718 | Yes | 45.681562 | 44.478558 | Low_spent_Small_value_payments | 249.200213 | Poor | 156 |
| 30 | Accountant | 21663.610 | 4 | 5 | 8 | 2 | 16 | 10 | 7.64 | 4.0 | Good | 549.88 | 29.034588 | No | 32.716161 | 122.417253 | Low_spent_Large_value_payments | 280.496669 | Good | 390 |
| 35 | Developer | 18419.570 | 4 | 4 | 10 | 1 | 14 | 7 | 9.08 | 1.0 | Good | 699.06 | 27.581823 | No | 9.803353 | 59.254491 | Low_spent_Small_value_payments | 345.338572 | Good | 0 |
| 24 | Manager | 61016.880 | 4 | 3 | 3 | 1 | 5 | 9 | 11.01 | 6.0 | Good | 988.23 | 26.854536 | No | 49.723015 | 120.765048 | High_spent_Medium_value_payments | 588.585937 | Good | 0 |
| 53 | Architect | 100555.860 | 6 | 6 | 5 | 0 | 14 | 10 | 7.78 | 2.0 | Standard | 552.69 | 41.035522 | No | 0.000000 | 198.568136 | High_spent_Large_value_payments | 854.797364 | Poor | 195 |
| 36 | Musician | 72307.320 | 8 | 4 | 9 | 3 | 18 | 15 | 15.34 | 6.0 | Standard | 1180.91 | 23.741732 | Yes | 152.965531 | 219.151319 | High_spent_Medium_value_payments | 453.344150 | Standard | 0 |
| 32 | Lawyer | 106949.490 | 3 | 5 | 1 | 0 | 22 | 6 | 10.04 | 0.0 | Good | 869.45 | 39.242870 | No | 0.000000 | 440.299583 | Low_spent_Large_value_payments | 728.546167 | Good | 199 |
| 28 | Journalist | 7099880.000 | 3 | 4 | 5 | 0 | 11 | 7 | 11.46 | 2.0 | Good | 1426.43 | 39.913506 | No | 0.000000 | 138.382950 | High_spent_Medium_value_payments | 1055.969300 | Good | 279 |
| 38 | Entrepreneur | 20378.795 | 3 | 5 | 2 | 4 | 2 | 3 | 0.85 | 3.0 | Good | 1438.90 | 30.840663 | No | 50.095855 | 18.068147 | High_spent_Medium_value_payments | 324.659289 | Standard | 194 |
| 36 | Writer | 32152.970 | 4 | 3 | 6 | 2 | 15 | 14 | 13.06 | 6.0 | Standard | 612.91 | 29.360775 | Yes | 33.408304 | 50.183734 | High_spent_Large_value_payments | 416.649378 | Standard | 135 |
| 28 | Lawyer | 40633.860 | 5 | 7 | 13 | 1 | 15 | 9 | 13.68 | 4.0 | Standard | 628.11 | 27.722975 | No | 19.132696 | 256.398463 | Low_spent_Large_value_payments | 351.684341 | Standard | 278 |
| 45 | Media_Manager | 33929.890 | 3 | 5 | 17 | 4 | 22 | 0 | 5.40 | 4.0 | Standard | 1219.04 | 36.915635 | No | 89.779633 | 220.324244 | Low_spent_Medium_value_payments | 234.845207 | Standard | 295 |
| 27 | Mechanic | 18228.535 | 0 | 3 | 2 | 4 | 3 | 3 | 4.35 | 4.0 | Good | 157.78 | 29.606343 | No | 54.007026 | 140.982132 | Low_spent_Medium_value_payments | 225.215300 | Good | 253 |
| 42 | Mechanic | 132427.860 | 1 | 5 | 5 | 2 | 1 | 3 | 2.85 | 2.0 | Good | 1331.57 | 32.755920 | NM | 164.610510 | 489.604977 | Low_spent_Small_value_payments | 723.550013 | Standard | 374 |
| 46 | Teacher | 1724659.000 | 5 | 3 | 6 | 3 | 19 | 9 | 13.02 | 4.0 | Standard | 1228.86 | 25.316783 | Yes | 50.810848 | 151.516630 | Low_spent_Small_value_payments | 246.972605 | Standard | 344 |
| 41 | Lawyer | 16837.430 | 3 | 4 | 13 | 2 | 26 | 20 | 11.59 | 2.0 | Standard | 1347.95 | 35.198312 | No | 17.070190 | 0.000000 | High_spent_Medium_value_payments | 344.676972 | Standard | 320 |
| 34 | Engineer | 69932.080 | 5 | 1 | 7 | 0 | 14 | 5 | 9.25 | 2.0 | Good | 109.20 | 34.553129 | No | 0.000000 | 168.336298 | Low_spent_Medium_value_payments | 666.331036 | Good | 0 |
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