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| ID | Описание | Дата |
|---|---|---|
| 5be0b95a-d416-4374-ad59-df3f1c7a253c | scale out-of-the-box channels | 2019-01-23 |
| d9d08cfc-46c3-4119-8fea-b54afd392af1 | aggregate integrated relationships | 2022-12-05 |
| e74b7458-72d2-4292-beb4-31d963cb69ff | incubate real-time schemas | 1974-05-23 |
| 207aacab-5178-43e2-b979-8bf73a16dda2 | implement world-class metrics | 2023-07-10 |
| 5fb35a52-5e41-4c6d-86d8-b2488e8fb9a5 | generate bleeding-edge platforms | 1981-01-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30 | Scientist | 174179.640 | 1 | 7 | 8 | 1 | 3 | 5 | 5.68 | 6.0 | Good | 1355.93 | 42.192782 | No | 123.427257 | 346.913100 | High_spent_Medium_value_payments | 1214.356643 | Standard | 352 |
| 55 | Journalist | 60841.980 | 3 | 3 | 9 | 1 | 3 | 7 | 3.32 | 7.0 | Good | 1064.40 | 35.184515 | No | 30.419540 | 118.058281 | High_spent_Medium_value_payments | 606.838678 | Standard | 314 |
| 19 | Manager | 46640.820 | 3 | 4 | 13 | 3 | 5 | 18 | 11.81 | 2.0 | Standard | 816.11 | 38.180678 | No | 75.535767 | 49.928516 | High_spent_Medium_value_payments | 507.009217 | Standard | 353 |
| 29 | Writer | 20000.410 | 2 | 5 | 5 | 1 | 12 | 2 | 1.48 | 0.0 | Good | 446.57 | 35.765910 | No | 10.975637 | 72.383708 | Low_spent_Large_value_payments | 376.110739 | Poor | 330 |
| 18 | Mechanic | 15094.925 | 3 | 5 | 1 | 0 | 17 | 8 | 9.56 | 0.0 | Good | 268.53 | 34.386951 | No | 0.000000 | 109.947525 | Low_spent_Medium_value_payments | 304.343517 | Poor | 283 |
| 39 | Accountant | 86408.130 | 0 | 6 | 6 | 0 | 12 | 6 | 2.38 | 4.0 | Good | 646.89 | 32.331213 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 41.049749 | Standard | 291 |
| 37 | Media_Manager | 91686.690 | 3 | 3 | 3 | 2 | 18 | 3 | 6.69 | 3.0 | Good | 579.04 | 39.097749 | No | 83.091163 | 192.471994 | High_spent_Large_value_payments | 748.692592 | Poor | 216 |
| 55 | Media_Manager | 55929.320 | 7 | 6 | 5 | 0 | 26 | 20 | 11.70 | 2.0 | Good | 994.27 | 35.875263 | No | 0.000000 | 57.353202 | High_spent_Medium_value_payments | 671.524465 | Standard | 206 |
| 27 | Media_Manager | 134928.360 | 1 | 5 | 6 | 0 | 14 | 11 | 7.25 | 7.0 | Good | 587.00 | 40.245348 | No | 0.000000 | 171.832742 | High_spent_Large_value_payments | 1187.870258 | Standard | 252 |
| 21 | Scientist | 57986.320 | 3 | 5 | 2 | 3 | 3 | 7 | 1.36 | 1.0 | Good | 222.83 | 29.052533 | No | 132.967341 | 68.068999 | High_spent_Large_value_payments | 512.982994 | Poor | 310 |
| 19 | Scientist | 43279.040 | 1 | 5 | 5 | 4 | 4 | 11 | 2.57 | 0.0 | Good | 363.33 | 36.349605 | NM | 103.186651 | 155.195890 | Low_spent_Small_value_payments | 362.476127 | Standard | 278 |
| 24 | Developer | 32737.580 | 0 | 5 | 6 | 3 | 8 | 10 | 3.43 | 2.0 | Good | 568.77 | 33.110985 | No | 78.597023 | 282.786641 | Low_spent_Medium_value_payments | 191.529503 | Good | 364 |
| 35 | Teacher | 33089.510 | 4 | 3 | 10 | 1 | 19 | 11 | 9.32 | 4.0 | Standard | 557.02 | 36.874053 | Yes | 15.654129 | 209.595456 | High_spent_Small_value_payments | 336.696332 | Standard | 327 |
| 29 | Engineer | 19159.565 | 1 | 6 | 11 | 2 | 7 | 10 | 1.80 | 1.0 | Good | 677.58 | 37.364661 | No | 24.534855 | 170.958910 | Low_spent_Small_value_payments | 233.069276 | Standard | 317 |
| 36 | Teacher | 38978.060 | 6 | 7 | 11 | 3 | 26 | 8 | 10.53 | 1.0 | Standard | 894.15 | 29.913796 | No | 79.450931 | 71.444126 | High_spent_Medium_value_payments | 429.722109 | Standard | 390 |
| 46 | Entrepreneur | 70256.940 | 1 | 4 | 6 | 1 | 27 | 2 | 2.09 | 2.0 | Good | 859.38 | 34.896986 | No | 38.072478 | 159.039273 | High_spent_Medium_value_payments | 641.762749 | Poor | 230 |
| 22 | Manager | 57101.100 | 7 | 4 | 12 | 1 | 11 | 16 | 2.30 | 4.0 | Good | 1303.28 | 35.384687 | No | 29.448510 | 86.199733 | High_spent_Small_value_payments | 611.194258 | Good | 0 |
| 36 | Journalist | 56340.600 | 3 | 1 | 12 | 1 | 7 | 11 | 11.51 | 3.0 | Good | 538.87 | 35.946551 | No | 26.809200 | 37.423034 | High_spent_Large_value_payments | 659.472765 | Good | 286 |
| 45 | Manager | 72604.480 | 5 | 4 | 11 | 3 | 21 | 17 | 26.90 | 7.0 | Standard | 1469.47 | 30.283318 | Yes | 172.095899 | 195.921928 | Low_spent_Large_value_payments | 497.119507 | Poor | 177 |
| 44 | Scientist | 29647.920 | 6 | 4 | 19 | 4 | 10 | 9 | 10.90 | 5.0 | Standard | 516.42 | 37.171734 | Yes | 82.418827 | 68.091452 | High_spent_Small_value_payments | 342.455721 | Standard | 215 |
| 46 | Manager | 50545.740 | 8 | 3 | 2 | 4 | 29 | 8 | 10.20 | 3.0 | Good | 250.99 | 27.498476 | No | 132.593574 | 57.742719 | High_spent_Large_value_payments | 484.278207 | Standard | 259 |
| 46 | Developer | 14834.445 | 0 | 7 | 2 | 2 | 10 | 0 | 11.51 | 3.0 | Good | 1442.35 | 26.493099 | NM | 20.129446 | 52.331096 | Low_spent_Small_value_payments | 325.759833 | Poor | 395 |
| 35 | Engineer | 64977.540 | 5 | 6 | 3 | 3 | 1 | 11 | 8.26 | 1.0 | Good | 1248.25 | 38.009147 | No | 159.707042 | 126.362878 | High_spent_Large_value_payments | 472.909579 | Standard | 363 |
| 19 | Doctor | 21480.965 | 3 | 2 | 4 | 2 | 4 | 5 | 11.02 | 4.0 | Good | 783.47 | 24.503972 | No | 31.654217 | 81.598838 | Low_spent_Medium_value_payments | 341.754987 | Good | 400 |
| 51 | Manager | 109349.310 | 2 | 3 | 5 | 0 | 3 | 1 | 3.93 | 4.0 | Good | 1292.62 | 28.000908 | No | 0.000000 | 572.264873 | Low_spent_Medium_value_payments | 626.879377 | Standard | 350 |
| 33 | Doctor | 35479.470 | 5 | 3 | 7 | 4 | 13 | 13 | 8.37 | 3.0 | Standard | 1381.10 | 36.937668 | Yes | 64.230632 | 86.703665 | High_spent_Medium_value_payments | 391.827953 | Standard | 237 |
| 28 | Musician | 63572.760 | 3 | 3 | 7 | 1 | 28 | 18 | 7.77 | 4.0 | Standard | 401.58 | 42.404152 | No | 37.590402 | 208.535315 | High_spent_Medium_value_payments | 560.547283 | Standard | 225 |
| 38 | Media_Manager | 94034.800 | 8 | 4 | 11 | 1 | 20 | 0 | 10.98 | 4.0 | Good | 775.83 | 34.424040 | No | 61.902775 | 648.335672 | Low_spent_Medium_value_payments | 339.084886 | Poor | 265 |
| 27 | Scientist | 157156.800 | 3 | 3 | 9 | 0 | 7 | 5 | 0.00 | 3.0 | Good | 1375.80 | 34.754282 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 755.540970 | Good | 197 |
| 53 | Manager | 108258.270 | 1 | 4 | 11 | 0 | 15 | 0 | 6.64 | 6.0 | Good | 544.82 | 45.234602 | No | 0.000000 | 97.574579 | High_spent_Large_value_payments | 1068.477671 | Standard | 396 |
| 14 | Manager | 35849.980 | 7 | 6 | 5 | 2 | 10 | 10 | 14.49 | 4.0 | Standard | 1264.32 | 33.152674 | Yes | 32.640074 | 281.641185 | Low_spent_Small_value_payments | 258.068574 | Standard | 105 |
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