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| ID | Описание | Дата |
|---|---|---|
| 9e5f6b80-53bd-4caf-9cc3-8b398aa2157a | enhance visionary platforms | 2004-04-03 |
| ea1fba06-f11f-4fcd-9d8f-48c30f60eb4e | expedite virtual e-markets | 2025-06-22 |
| 65089d50-6883-4b57-b49d-f30ca119817f | monetize user-centric applications | 1978-11-07 |
| 73134c6f-380c-4e32-a2b2-92bf48d7d33e | benchmark dot-com partnerships | 2017-05-01 |
| 57b471dc-c447-40bc-ac52-834908b83a0d | extend out-of-the-box metrics | 2001-09-02 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Manager | 48608.780 | 5 | 5 | 5 | 2 | 14 | 17 | 16.11 | 12.0 | Standard | 345.71 | 36.534881 | Yes | 60.108482 | 105.670130 | High_spent_Large_value_payments | 504.294555 | Standard | 0 |
| 39 | Doctor | 86290.140 | 4 | 3 | 8 | 3 | 26 | 8 | 4.53 | 0.0 | Standard | 841.82 | 37.072867 | Yes | 173.947597 | 0.000000 | High_spent_Large_value_payments | 630.200738 | Standard | 246 |
| 24 | Mechanic | 68988.680 | 5 | 4 | 7 | 2 | 14 | 4 | 7.15 | 3.0 | Good | 1106.06 | 33.244770 | No | 101.358131 | 775.006660 | Low_spent_Small_value_payments | 7.840876 | Standard | 386 |
| 21 | Journalist | 50352.090 | 3 | 7 | 15 | 2 | 7 | 9 | 18.13 | 7.0 | Standard | 1385.99 | 40.021074 | NM | 60.322435 | 105.899541 | High_spent_Medium_value_payments | 515.278775 | Poor | 206 |
| 27 | Scientist | 124885.110 | 3 | 6 | 1 | 1 | 11 | 9 | 10.41 | 0.0 | Good | 935.74 | 39.437339 | No | 73.823162 | 291.596058 | High_spent_Medium_value_payments | 897.290030 | Standard | 366 |
| 16 | Lawyer | 9243.765 | 9 | 8 | 19 | 2 | 50 | 19 | 4.10 | 6.0 | Bad | 1459.06 | 30.747086 | NM | 13.682893 | 28.273869 | Low_spent_Medium_value_payments | 294.474613 | Standard | 167 |
| 37 | Media_Manager | 37263.450 | 3 | 3 | 7 | 0 | 7 | 6 | 7.76 | 2.0 | Good | 1238.06 | 41.518410 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 493.039362 | Standard | 368 |
| 23 | Mechanic | 38038.590 | 2 | 3 | 10 | 2 | 1 | 0 | 8.63 | 1.0 | Good | 298.09 | 34.321946 | NM | 38.455952 | 94.542673 | High_spent_Small_value_payments | 428.189625 | Poor | 323 |
| 30 | Architect | 176572.120 | 3 | 7 | 10 | 1 | 0 | 9 | 0.98 | 1.0 | Good | 1284.88 | 38.258343 | No | 135.070734 | 175.939799 | High_spent_Large_value_payments | 1401.323801 | Standard | 190 |
| 28 | Writer | 32595.220 | 3 | 3 | 7 | 2 | 10 | 10 | 9.72 | 1.0 | Good | 796.88 | 28.253452 | No | 50.305433 | 196.970981 | Low_spent_Small_value_payments | 303.350419 | Standard | 197 |
| 21 | Doctor | 118386.400 | 4 | 6 | 1 | 0 | 5 | 3 | 15.71 | 4.0 | Good | 0.77 | 32.935686 | No | 0.000000 | 250.094381 | High_spent_Large_value_payments | 1002.558952 | Standard | 310 |
| 29 | Scientist | 85486.140 | 6 | 4 | 13 | 3 | 28 | 8 | 5.01 | 3.0 | Standard | 380.26 | 28.311356 | Yes | 177.172430 | 97.906257 | High_spent_Large_value_payments | 706.105813 | Standard | 0 |
| 36 | Journalist | 31230.980 | 6 | 4 | 13 | 3 | 11 | 10 | 9.71 | 7.0 | Standard | 696.43 | 35.033440 | Yes | 67.115332 | 252.898582 | Low_spent_Medium_value_payments | 240.944253 | Standard | 90 |
| 26 | Manager | 107437.530 | 4 | 4 | 9 | 1 | 20 | 3 | 0.00 | 4.0 | Good | 50.07 | 38.512267 | No | 55.077103 | 0.000000 | High_spent_Medium_value_payments | 901.159231 | Poor | 0 |
| 27 | Teacher | 22846.310 | 7 | 3 | 5 | 3 | 29 | 8 | 19.12 | 5.0 | Standard | 1374.76 | 24.719671 | Yes | 44.814129 | 176.763018 | Low_spent_Large_value_payments | 265.108770 | Standard | 256 |
| 40 | Lawyer | 28278.990 | 8 | 7 | 16 | 1 | 10 | 9 | 8.97 | 0.0 | Standard | 796.54 | 27.063256 | No | 12.700163 | 0.000000 | Low_spent_Large_value_payments | 297.144586 | Standard | 349 |
| 27 | Mechanic | 35938.450 | 3 | 5 | 15 | 4 | 19 | 14 | 7.84 | 3.0 | Standard | 1438.83 | 40.513566 | No | 96.960855 | 143.707450 | Low_spent_Small_value_payments | 332.418778 | Standard | 244 |
| 20 | Lawyer | 49116.740 | 4 | 4 | 16 | 3 | 18 | 18 | 14.07 | 5.0 | Standard | 1429.53 | 27.218973 | Yes | 112.657379 | 0.000000 | High_spent_Medium_value_payments | 470.622632 | Standard | 0 |
| 41 | Mechanic | 10542.045 | 7 | 6 | 19 | 4 | 5 | 10 | 5.54 | 0.0 | Standard | 528.87 | 23.842093 | No | 25.948712 | 68.356548 | Low_spent_Small_value_payments | 303.945115 | Standard | 207 |
| 17 | Journalist | 132727.920 | 4 | 7 | 5 | 1 | 7 | 17 | 0.00 | 6.0 | Standard | 1286.07 | 41.834597 | NM | 79.793396 | 123.456047 | High_spent_Large_value_payments | 1132.216557 | Standard | 186 |
| 55 | Media_Manager | 26918.640 | 7 | 4 | 9 | 1 | 5 | 20 | 7.24 | 3.0 | Standard | 226.50 | 26.683801 | NM | 11.854838 | 0.000000 | Low_spent_Small_value_payments | 372.721614 | Standard | 338 |
| 37 | Engineer | 44968.150 | 1 | 5 | 2 | 0 | 12 | 11 | 1.22 | 6.0 | Good | 871.85 | 32.654900 | No | 0.000000 | 409.609450 | Low_spent_Small_value_payments | 233.225133 | Good | 192 |
| 19 | Doctor | 16252.485 | 1 | 4 | 2 | 1 | 1 | 12 | 9.09 | 1.0 | Good | 1216.31 | 30.410840 | No | 11.698358 | 0.000000 | Low_spent_Small_value_payments | 340.663354 | Standard | 301 |
| 34 | Manager | 40924.810 | 3 | 5 | 4 | 3 | 5 | 1 | 8.68 | 0.0 | Good | 1204.84 | 35.037647 | No | 68.384878 | 369.013693 | Low_spent_Small_value_payments | 199.541512 | Standard | 0 |
| 28 | Mechanic | 32057.300 | 9 | 8 | 16 | 7 | 47 | 22 | 1.40 | 12.0 | Bad | 1327.26 | 30.046786 | Yes | 164.859426 | 57.235336 | High_spent_Medium_value_payments | 288.549405 | Poor | 121 |
| 43 | Media_Manager | 53956.320 | 4 | 6 | 12 | 4 | 18 | 10 | 19.13 | 0.0 | Standard | 432.92 | 39.092397 | Yes | 158.845578 | 248.854099 | High_spent_Small_value_payments | 303.736323 | Standard | 267 |
| 45 | Musician | 61127.370 | 8 | 5 | 16 | 2 | 9 | 21 | 8.23 | 4.0 | Standard | 1232.42 | 36.945848 | Yes | 92.476159 | 329.208220 | High_spent_Small_value_payments | 372.110371 | Standard | 0 |
| 29 | Architect | 39831.100 | 1 | 2 | 6 | 1 | 12 | 12 | 6.08 | 6.0 | Good | 1.20 | 34.655565 | No | 25.798024 | 41.796918 | High_spent_Large_value_payments | 517.830891 | Good | 333 |
| 54 | Journalist | 59343.120 | 7 | 7 | 8 | 0 | 10 | 12 | 17.27 | 4.0 | Standard | 9.32 | 24.375351 | Yes | 0.000000 | 135.672063 | High_spent_Medium_value_payments | 606.253937 | Standard | 252 |
| 27 | Mechanic | 41364.360 | 1 | 7 | 10 | 3 | 10 | 3 | 0.00 | 3.0 | Good | 127.28 | 34.343933 | No | 61.352315 | 0.000000 | Low_spent_Small_value_payments | 454.234987 | Poor | 0 |
| 18 | Scientist | 43419.770 | 4 | 6 | 6 | 2 | 3 | 8 | 3.30 | 2.0 | Good | 158.54 | 29.776761 | No | 53.415640 | 31.555119 | High_spent_Large_value_payments | 487.160657 | Good | 377 |
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