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| ID | Описание | Дата |
|---|---|---|
| 037d361d-1361-4ad0-a7f2-e419d72f8ffd | drive user-centric markets | 1981-08-25 |
| 498f4367-de9a-4e54-9d28-d6465663e2ae | enhance wireless platforms | 1990-07-11 |
| 2ecf12f7-51e3-4d5a-9b60-8444c250b614 | expedite real-time applications | 2021-01-22 |
| 5ddf8c2c-e9ef-4438-a1bd-e36d8c31fd22 | deliver leading-edge communities | 1978-05-23 |
| 3b32bf77-e413-4e7c-9649-ed3f959b212b | visualize bricks-and-clicks solutions | 2007-04-26 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19 | Journalist | 31122.790 | 7 | 5 | 12 | 0 | 28 | 19 | 9.75 | 4.0 | Standard | 358.60 | 37.360203 | No | 0.000000 | 372.678425 | Low_spent_Small_value_payments | 193.478159 | Standard | 279 |
| 32 | Lawyer | 44390.760 | 4 | 6 | 12 | 6 | 21 | 10 | 12.01 | 6.0 | Standard | 24.73 | 37.469864 | Yes | 153.724319 | 66.125500 | High_spent_Small_value_payments | 398.773181 | Standard | 207 |
| 36 | Lawyer | 130793.120 | 6 | 6 | 20 | 3 | 20 | 10 | 11.36 | 7.0 | Standard | 298.13 | 37.787523 | Yes | 179.251209 | 873.783352 | Low_spent_Small_value_payments | 332.708106 | Standard | 200 |
| 17 | Architect | 18444.260 | 3 | 5 | 17 | 2 | 27 | 11 | 10.50 | 7.0 | Standard | 1353.57 | 40.183952 | Yes | 20.964739 | 33.633999 | High_spent_Small_value_payments | 341.403429 | Standard | 235 |
| 56 | Media_Manager | 176015.160 | 2 | 6 | 12 | 0 | 8 | 6 | 7.15 | 3.0 | Good | 1471.36 | 33.706483 | No | 0.000000 | 364.135777 | High_spent_Small_value_payments | 1381.457223 | Standard | 347 |
| 34 | Lawyer | 45705.780 | 8 | 3 | 20 | 0 | 13 | 9 | 9.97 | 3.0 | Standard | 132.30 | 28.967518 | No | 0.000000 | 118.323002 | High_spent_Medium_value_payments | 518.358498 | Standard | 362 |
| 16 | Lawyer | 13646.215 | 8 | 4 | 20 | 3 | 30 | 18 | 19.40 | 10.0 | Standard | 930.84 | 39.974843 | Yes | 31.800200 | 0.000000 | Low_spent_Large_value_payments | 317.733948 | Standard | 204 |
| 34 | Accountant | 17078.485 | 3 | 7 | 10 | 2 | 1 | 12 | 10.01 | 3.0 | Good | 1048.53 | 34.817849 | No | 22.181582 | 44.723816 | Low_spent_Small_value_payments | 348.715310 | Standard | 0 |
| 16 | Teacher | 15971.125 | 6 | 6 | 5 | 4 | 29 | 18 | 11.58 | 5.0 | Standard | 335.98 | 24.323936 | Yes | 158.375856 | 83.706580 | Low_spent_Small_value_payments | 286.066451 | Standard | 152 |
| 32 | Musician | 73517.540 | 6 | 7 | 7 | 2 | 11 | 0 | 6.02 | 3.0 | Standard | 1187.38 | 35.655356 | Yes | 61.463426 | 260.493890 | High_spent_Medium_value_payments | 569.288851 | Standard | 355 |
| 37 | Engineer | 16480.500 | 8 | 6 | 16 | 7 | 11 | 11 | 12.82 | 7.0 | Standard | 201.57 | 36.075063 | Yes | 85.124863 | 12.501636 | High_spent_Large_value_payments | 309.311001 | Good | 84 |
| 46 | Architect | 130232.250 | 5 | 3 | 7 | 1 | 6 | 2 | 4.05 | 3.0 | Good | 1077.66 | 36.825751 | No | 60.039727 | 240.389317 | High_spent_Small_value_payments | 1034.639705 | Good | 225 |
| 54 | Accountant | 41801.680 | 4 | 3 | 18 | 3 | 10 | 9 | 5.11 | 1.0 | Standard | 140.60 | 29.749241 | Yes | 71.717053 | 360.485265 | Low_spent_Small_value_payments | 185.845015 | Standard | 232 |
| 32 | Journalist | 53320.980 | 7 | 6 | 20 | 4 | 17 | 18 | 9.95 | 3.0 | Standard | 167.15 | 24.323865 | Yes | 93.093279 | 176.541763 | Low_spent_Medium_value_payments | 444.706459 | Standard | 338 |
| 26 | Lawyer | 40031.940 | 7 | 6 | 20 | 6 | 27 | 9 | 19.06 | 9.0 | Standard | 328.83 | 40.227593 | Yes | 180.634783 | 71.521166 | High_spent_Medium_value_payments | 345.243551 | Standard | 222 |
| 38 | Musician | 15597.310 | 8 | 5 | 9 | 5 | 15 | 20 | 17.30 | 6.0 | Standard | 741.46 | 29.164178 | Yes | 45.804440 | 0.000000 | Low_spent_Large_value_payments | 256.084459 | Good | 68 |
| 29 | Engineer | 15926.285 | 4 | 4 | 11 | 2 | 14 | 19 | 19.54 | 5.0 | Standard | 1481.35 | 30.925978 | Yes | 14.817007 | 156.988383 | Low_spent_Small_value_payments | 277.313652 | Standard | 0 |
| 38 | Engineer | 16449.270 | 8 | 6 | 20 | 2 | 19 | 12 | 19.86 | 4.0 | Standard | 1385.18 | 38.325579 | Yes | 16.598134 | 95.673323 | Low_spent_Small_value_payments | 286.705792 | Standard | 93 |
| 27 | Musician | 73509.020 | 5 | 5 | 20 | 0 | 15 | 3840 | 6.69 | 3.0 | Standard | 1082.86 | 24.472952 | Yes | 0.000000 | 233.281356 | Low_spent_Small_value_payments | 644.893810 | Poor | 352 |
| 26 | Accountant | 100465.140 | 4 | 3 | 11 | 0 | 3 | 12 | 7.16 | 2.0 | Good | 990.20 | 40.718738 | No | 0.000000 | 335.444975 | High_spent_Medium_value_payments | 742.464525 | Standard | 391 |
| 46 | Manager | 87876.270 | 4 | 5 | 15 | 0 | 10 | 17 | 14.60 | 5.0 | Standard | 502.29 | 39.589717 | Yes | 0.000000 | 291.245128 | Low_spent_Small_value_payments | 721.957122 | Poor | 271 |
| 19 | Doctor | 17055.610 | 7 | 3 | 20 | 2 | 23 | 16 | 11.44 | 8.0 | Standard | 1079.76 | 37.037067 | NM | 28.402297 | 221.714101 | Low_spent_Small_value_payments | 204.913686 | Standard | 232 |
| 31 | Architect | 100791.570 | 2 | 5 | 11 | 1 | 6 | 4 | 11.33 | 0.0 | Good | 1336.44 | 32.299049 | No | 53.083601 | 444.980454 | Low_spent_Large_value_payments | 615.565695 | Poor | 398 |
| 41 | Musician | 129299.000 | 1 | 2 | 6 | 0 | 13 | 3 | 1.24 | 6.0 | Good | 736.18 | 37.019705 | No | 0.000000 | 205.661000 | High_spent_Small_value_payments | 1130.930667 | Good | 0 |
| 52 | Developer | 29368.560 | 5 | 4 | 3 | 2 | 18 | 14 | 6.92 | 4.0 | Good | 169.07 | 29.958056 | No | 39.979623 | 47.295641 | High_spent_Medium_value_payments | 411.062736 | Good | 208 |
| 23 | Manager | 32543.380 | 8 | 5 | 15 | 2 | 13 | 15 | 7.68 | 3.0 | Standard | 639.97 | 40.706823 | Yes | 53.375869 | 67.341685 | High_spent_Medium_value_payments | 371.077280 | Standard | 0 |
| 40 | Engineer | 28079.860 | 3 | 3 | 20 | 3 | 10 | 19 | 4.51 | 7.0 | Standard | 577.91 | 26.192952 | No | 58.488930 | 58.322980 | High_spent_Small_value_payments | 353.586923 | Standard | 0 |
| 44 | Architect | 20961.365 | 4 | 1 | 1 | 2 | 0 | 10 | 6.41 | 3.0 | Good | 103.28 | 37.993709 | NM | 17.524629 | 0.000000 | High_spent_Small_value_payments | 373.745260 | Good | 373 |
| 38 | Writer | 59227.680 | 10 | 5 | 26 | 2 | 45 | 18 | 13.70 | 11.0 | Standard | 1277.25 | 30.488382 | NM | 91.591341 | 361.432613 | Low_spent_Large_value_payments | 296.040046 | Poor | 131 |
| 23 | Media_Manager | 58558.300 | 3 | 2 | 10 | 0 | 5 | 2 | 11.80 | 3.0 | Good | 272.17 | 33.072280 | No | 0.000000 | 415.997048 | Low_spent_Large_value_payments | 363.888785 | Standard | 200 |
| 28 | Manager | 44890.900 | 3 | 7 | 6 | 4 | 7 | 11 | 5.45 | 0.0 | Good | 1347.65 | 32.388928 | No | 83.723787 | 61.983395 | High_spent_Medium_value_payments | 475.883651 | Good | 227 |
| 34 | Developer | 35755.690 | 8 | 3 | 1 | 1 | 23 | 21 | 1.16 | 2.0 | Good | 198.29 | 32.438496 | No | 26.446878 | 119.457281 | Low_spent_Large_value_payments | 401.659924 | Good | 266 |
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