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| ID | Описание | Дата |
|---|---|---|
| da34c2fe-3788-426b-ab7a-b16f1dd247e7 | expedite ubiquitous channels | 2022-09-28 |
| 51483042-1ded-4abe-8d1b-b69c5fcf1baf | seize e-business paradigms | 1980-07-24 |
| 0324d5cc-d9de-4754-9ad2-37a942e2a9f7 | embrace holistic users | 1999-08-15 |
| 9b4c007a-caab-4901-832c-112a2f0802cf | re-intermediate innovative e-services | 2002-06-25 |
| da54a034-663d-418d-bb40-826b46d6ca3b | re-contextualize efficient markets | 2012-04-14 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 54 | Manager | 80396.860 | 5 | 7 | 9 | 0 | 8 | 11 | 10.47 | 0.0 | Good | 1357.54 | 26.530003 | No | 0.000000 | 422.587073 | Low_spent_Medium_value_payments | 519.786760 | Standard | 322 |
| 51 | Media_Manager | 20703.480 | 3 | 6 | 2 | 1 | 8 | 7 | 8.57 | 4.0 | Good | 965.09 | 33.110870 | No | 16.258730 | 128.164765 | Low_spent_Medium_value_payments | 318.505505 | Good | 348 |
| 52 | Lawyer | 41113.350 | 1 | 3 | 9 | 2 | 7 | 0 | 1.95 | 1.0 | Good | 716.71 | 32.737378 | No | 56.408329 | 230.303270 | Low_spent_Medium_value_payments | 339.099652 | Good | 345 |
| 19 | Doctor | 37404.670 | 0 | 5 | 1 | 1 | 14 | 11 | 3.09 | 6.0 | Good | 1292.80 | 30.894771 | No | 25.520605 | 148.143023 | Low_spent_Large_value_payments | 430.741955 | Poor | 398 |
| 33 | Journalist | 25701.690 | 3 | 7 | 11 | 3 | 30 | 11 | 11.22 | 3.0 | Standard | 315.00 | 40.378486 | No | 60.289249 | 95.778866 | Low_spent_Small_value_payments | 357.012635 | Standard | 285 |
| 22 | Mechanic | 10568.510 | 4 | 6 | 8 | 0 | 17 | 17 | 6.15 | 7.0 | Standard | 1062.67 | 29.115125 | Yes | 0.000000 | 0.000000 | High_spent_Small_value_payments | 338.491164 | Poor | 192 |
| 29 | Teacher | 22050.560 | 5 | 4 | 12 | 1 | 5 | 13 | 17.75 | 4.0 | Standard | 37.42 | 32.307655 | Yes | 13.485884 | 0.000000 | Low_spent_Small_value_payments | 246.724676 | Standard | 390 |
| 45 | Doctor | 40838.930 | 2 | 2 | 4 | 4 | 9 | 12 | 3.52 | 7.0 | Good | 475.65 | 36.951807 | No | 95.125311 | 292.380933 | Low_spent_Medium_value_payments | 236.518173 | Standard | 347 |
| 37 | Lawyer | 12029.150 | 5 | 4 | 5 | 1 | 18 | 0 | 10.03 | 5.0 | Standard | 377.62 | 36.078509 | No | 6.518271 | 0.000000 | Low_spent_Small_value_payments | 242.443821 | Standard | 317 |
| 30 | Media_Manager | 92362.680 | 3 | 4 | 8 | 4 | 5 | 12 | 18.26 | 8.0 | Standard | 747.28 | 40.336068 | Yes | 155.330417 | 203.484430 | Low_spent_Large_value_payments | 654.974153 | Standard | 172 |
| 27 | Media_Manager | 35883.180 | 6 | 5 | 8 | 4 | 13 | 10 | 0.63 | 2.0 | Good | 78.52 | 34.602761 | No | 115.802430 | 0.000000 | Low_spent_Small_value_payments | 196.032992 | Good | 371 |
| 18 | Engineer | 59502.280 | 2 | 4 | 1 | 4 | 9 | 1 | 6.21 | 4.0 | Good | 395.15 | 30.963591 | No | 188.694321 | 56.860672 | High_spent_Large_value_payments | 488.397340 | Standard | 0 |
| 21 | Writer | 56971.500 | 7 | 7 | 17 | 3 | 25 | 12 | 8.53 | 8.0 | Standard | 154.46 | 39.430156 | Yes | 134.494109 | 102.286646 | High_spent_Medium_value_payments | 497.881745 | Standard | 290 |
| 24 | Entrepreneur | 98436.600 | 8 | 6 | 10 | 0 | 29 | 13 | 10.28 | 3.0 | Good | 329.72 | 24.030675 | No | 0.000000 | 689.671923 | Low_spent_Medium_value_payments | 398.233077 | Good | 246 |
| 31 | Writer | 59730.570 | 4 | 3 | 5 | 3 | 29 | 13 | 1.13 | 0.0 | Standard | 335.22 | 40.316276 | No | 109.399477 | 69.192621 | High_spent_Medium_value_payments | 588.162653 | Standard | 215 |
| 27 | Lawyer | 20434.595 | 5 | 1 | 2 | 0 | 14 | 7 | 6.01 | 2.0 | Good | 271.51 | 30.943668 | No | 0.000000 | 144.517904 | Low_spent_Medium_value_payments | 334.870388 | Good | 192 |
| 32 | Writer | 16017.570 | 1 | 7 | 3 | 1 | 9 | 12 | 1.59 | 3.0 | Good | 789.47 | 37.413480 | No | 7.428222 | 80.539867 | Low_spent_Small_value_payments | 322.311661 | Good | 268 |
| 46 | Doctor | 78676.320 | 2 | 1 | 4 | 1 | 12 | 1 | 9.80 | 4.0 | Good | 1080.98 | 27.603078 | No | 48.577978 | 0.000000 | High_spent_Large_value_payments | 746.679046 | Good | 228 |
| 24 | Writer | 61224.330 | 4 | 5 | 12 | 1 | 29 | 9 | 12.65 | 5.0 | Standard | 707.43 | 26.986263 | Yes | 38.309810 | 206.242963 | High_spent_Medium_value_payments | 491.649977 | Standard | 207 |
| 30 | Journalist | 97590.150 | 6 | 6 | 5 | 2 | 29 | 20 | 14.41 | 2.0 | Standard | 660.27 | 37.262928 | Yes | 83.023417 | 511.022449 | Low_spent_Large_value_payments | 508.105384 | Standard | 227 |
| 17 | Writer | 22477833.000 | 4 | 5 | 15 | 2 | 9 | 15 | 0.00 | 8.0 | Standard | 713.33 | 26.430449 | Yes | 61.325213 | 210.806462 | High_spent_Medium_value_payments | 521.179658 | Standard | 190 |
| 37 | Manager | 33799.360 | 5 | 3 | 19 | 4 | 10 | 12 | 15.35 | 5.0 | Standard | 173.76 | 38.194441 | Yes | 75.098078 | 0.000000 | Low_spent_Medium_value_payments | 245.187267 | Good | 79 |
| 33 | Teacher | 34758.200 | 1 | 2 | 6 | 3 | 3 | 6 | 8.81 | 1.0 | Good | 1005.29 | 34.872707 | No | 79.568132 | 232.591051 | Low_spent_Medium_value_payments | 265.792483 | Good | 245 |
| 49 | Mechanic | 26326.960 | 4 | 5 | 13 | 3 | 25 | 18 | 5.25 | 0.0 | Standard | 640.91 | 33.183619 | No | 57.697071 | 112.301642 | High_spent_Small_value_payments | 301.492620 | Standard | 185 |
| 32 | Scientist | 28603.640 | 1 | 1 | 2 | 0 | 12 | 2 | 4.23 | 4.0 | Good | 1428.43 | 28.675987 | No | 0.000000 | 49.385472 | High_spent_Large_value_payments | 444.578195 | Good | 378 |
| 42 | Media_Manager | 78860.200 | 8 | 4 | 6 | 0 | 25 | 8 | 12.19 | 3.0 | Standard | 836.53 | 37.893458 | NM | 0.000000 | 299.447976 | Low_spent_Medium_value_payments | 613.820358 | Good | 226 |
| 22 | Doctor | 22433.460 | 4 | 3 | 11 | 1 | 1 | 4 | 4.73 | 4.0 | Good | 1078.38 | 36.859225 | NM | 9.530144 | 167.128599 | Low_spent_Small_value_payments | 271.886757 | Good | 337 |
| 22 | Architect | 18014.970 | 8 | 4 | 4 | 1 | 12 | 18 | 8.34 | 6.0 | Standard | 360.96 | 30.841753 | NM | 10.442380 | 59.263971 | High_spent_Medium_value_payments | 326.418399 | Standard | 245 |
| 47 | Architect | 46449.980 | 3 | 5 | 18 | 3 | 27 | 18 | 3.50 | 4.0 | Standard | 1164.35 | 39.527961 | No | 95.967688 | 130.616173 | High_spent_Medium_value_payments | 431.599306 | Good | 396 |
| 37 | Doctor | 58963.040 | 5 | 2 | 4 | 0 | 15 | 5 | 5.20 | 4.0 | Good | 1227.73 | 33.178658 | No | 0.000000 | 84.096749 | High_spent_Medium_value_payments | 671.761918 | Standard | 294 |
| 20 | Journalist | 84389.440 | 7 | 7 | 6 | 3 | 20 | 17 | 12.84 | 1.0 | Standard | 1368.62 | 41.473638 | No | 162.646348 | 49.935550 | High_spent_Large_value_payments | 737.163435 | Standard | 383 |
| 44 | Entrepreneur | 33441.590 | 2 | 4 | 1 | 0 | 1 | 4 | 9.58 | 1.0 | Good | 154.96 | 30.843789 | No | 0.000000 | 107.706731 | High_spent_Medium_value_payments | 417.173185 | Standard | 378 |
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