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| ID | Описание | Дата |
|---|---|---|
| 541e1ffe-09bd-4560-a4a9-3b5ffdb9f105 | optimize distributed users | 1978-08-20 |
| 081f659f-c641-455c-acfb-a678e95aab5d | syndicate out-of-the-box experiences | 1994-03-20 |
| 59c55eef-8203-4f21-8ef7-eece9ec3444c | morph real-time systems | 2002-01-23 |
| 14ad557e-4989-4e1e-afa4-50e4fb2d57bf | leverage granular e-tailers | 1970-04-23 |
| 1b40ca5e-13b5-4e3b-b00f-f72008d3a322 | envisioneer intuitive initiatives | 2022-08-10 |
| 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 | 20 | 9.75 | 2.0 | Standard | 358.60 | 31.600704 | No | 0.000000 | 249.696880 | Low_spent_Medium_value_payments | 306.459703 | Standard | 274 |
| 26 | Developer | 35118.100 | 5 | 7 | 6 | 3 | 27 | 13 | 12.70 | 8.0 | Standard | 407.74 | 33.816820 | Yes | 45.189129 | 148.108328 | Low_spent_Large_value_payments | 388.053376 | Standard | 0 |
| 24 | Accountant | 10277.330 | 6 | 6 | 14 | 7 | 29 | 14 | 13.24 | 8.0 | Standard | 1248.05 | 27.211148 | Yes | 47.901534 | 69.308204 | Low_spent_Small_value_payments | 280.034679 | Standard | 101 |
| 53 | Teacher | 20145.525 | 2 | 4 | 6 | 1 | 19 | 1 | 7.66 | 2.0 | Good | 1491.08 | 27.127421 | No | 9.946397 | 122.811907 | Low_spent_Medium_value_payments | 287.421071 | Standard | 259 |
| 46 | Lawyer | 167492.800 | 2 | 4 | 12 | 2 | 2 | 9 | 3.34 | 0.0 | Good | 1471.07 | 36.233640 | No | 161.992218 | 401.241867 | High_spent_Medium_value_payments | 1112.239248 | Good | 320 |
| 52 | Scientist | 31223.330 | 8 | 3 | 9 | 4 | 29 | 11 | 8.89 | 2.0 | Good | 906.80 | 36.645070 | No | 85.529990 | 106.834904 | Low_spent_Large_value_payments | 326.129523 | Poor | 371 |
| 45 | Entrepreneur | 109945.320 | 3 | 3 | 9 | 2 | 25 | 19 | 9.49 | 8.0 | Standard | 709.14 | 39.443874 | Yes | 110.414955 | 811.112118 | Low_spent_Medium_value_payments | 270.683926 | Standard | 67 |
| 54 | Entrepreneur | 30084.890 | 5 | 5 | 7 | 3 | 15 | 0 | 5.57 | 4.0 | Standard | 115.84 | 29.721270 | Yes | 52.097096 | 42.094077 | High_spent_Small_value_payments | 403.316243 | Standard | 186 |
| 18 | Engineer | 21695.120 | 8 | 6 | 17 | 5 | 11 | 8 | 12.44 | 6.0 | Standard | 1120.28 | 30.356241 | Yes | 85.076936 | 97.684576 | Low_spent_Small_value_payments | 275.731155 | Standard | 0 |
| 46 | Entrepreneur | 66341.460 | 5 | 3 | 9 | 4 | 21 | 21 | 3.66 | 1.0 | Standard | 276.50 | 40.721011 | No | 155.455965 | 128.412552 | High_spent_Large_value_payments | 493.076983 | Standard | 395 |
| 32 | Lawyer | 67629.140 | 0 | 3 | 10 | 1 | 5 | 0 | 4.69 | 2.0 | Good | 177.03 | 29.677765 | No | 45.550749 | 226.970441 | High_spent_Small_value_payments | 535.454976 | Standard | 383 |
| 25 | Accountant | 16063.455 | 8 | 6 | 7 | 2 | 17 | 19 | 10.79 | 8.0 | Standard | 355.79 | 26.075177 | Yes | 22.059651 | 127.351389 | Low_spent_Small_value_payments | 254.851085 | Standard | 191 |
| 27 | Mechanic | 21498.365 | 3 | 3 | 8 | 4 | 27 | 4 | 9.46 | 2.0 | Good | 488.89 | 38.282734 | No | 49.800524 | 88.313097 | Low_spent_Medium_value_payments | 304.739420 | Poor | 269 |
| 29 | Mechanic | 34225.790 | 4 | 3 | 9 | 2 | 13 | 16 | 11.59 | 2.0 | Standard | 592.68 | 36.370252 | No | 37.175225 | 82.680019 | High_spent_Medium_value_payments | 405.159673 | Standard | 372 |
| 53 | Doctor | 26766.060 | 7 | 5 | 9 | 3 | 15 | 11 | 14.60 | 2.0 | Standard | 530.27 | 38.106106 | Yes | 36.497588 | 143.854913 | High_spent_Small_value_payments | 315.298000 | Standard | 268 |
| 37 | Musician | 15597.310 | 8 | 5 | 9 | 5 | 15 | 0 | 11.30 | 6.0 | Standard | 741.46 | 27.926127 | Yes | 45.804440 | 170.612172 | Low_spent_Small_value_payments | 219.260972 | Standard | 62 |
| 55 | Accountant | 34769.180 | 4 | 3 | 3 | 1 | 1 | 3 | 6.77 | 0.0 | Good | 1407.19 | 28.633525 | No | 15.572060 | 330.049452 | Low_spent_Small_value_payments | 255.121655 | Good | 0 |
| 54 | Scientist | 21834.105 | 4 | 5 | 11 | 1 | 8 | 12 | 10.40 | 5.0 | Good | 1215.84 | 35.809866 | No | 16.922557 | 189.872602 | Low_spent_Small_value_payments | 290.355715 | Standard | 299 |
| 43 | Scientist | 15427.215 | 0 | 3 | 8 | 4 | 10 | 3 | 11.22 | 4.0 | Good | 966.45 | 35.053348 | No | 48.816834 | 96.925034 | Low_spent_Small_value_payments | 269.618257 | Standard | 380 |
| 19 | Accountant | 14888.915 | 5 | 5 | 6 | 1 | 9 | 6 | 5.50 | 4.0 | Good | 903.97 | 37.292435 | No | 6.706015 | 47.157052 | Low_spent_Medium_value_payments | 360.511224 | Poor | 380 |
| 25 | Entrepreneur | 42664.560 | 4 | 7 | 7 | 2 | 19 | 7 | 8.67 | 0.0 | Good | 967.30 | 33.745893 | No | 54.428045 | 0.000000 | High_spent_Small_value_payments | 414.898364 | Standard | 277 |
| 40 | Entrepreneur | 33717.920 | 10 | 9 | 17 | 7 | 54 | 15 | 6.03 | 9.0 | Bad | 1298.16 | 29.254705 | Yes | 180.740396 | 275.490893 | Low_spent_Small_value_payments | 129.051378 | Standard | 129 |
| 24 | Media_Manager | 58233.580 | 7 | 3 | 9 | 3 | 23 | 10 | 10.55 | 4.0 | Standard | 544.60 | 38.008467 | Yes | 97.873184 | 0.000000 | High_spent_Small_value_payments | 499.621340 | Standard | 377 |
| 41 | Musician | 129299.000 | 1 | 2 | 6 | 0 | 13 | 0 | 1.24 | 1.0 | Good | 736.18 | 22.655537 | No | 0.000000 | 960.763502 | Low_spent_Medium_value_payments | 395.828165 | Standard | 369 |
| 32 | Lawyer | 78937.470 | 6 | 3 | 8 | 2 | 29 | 15 | 1.63 | 5.0 | Good | 270.49 | 25.105944 | No | 126.566464 | 63.339974 | High_spent_Large_value_payments | 680.905812 | Good | 0 |
| 22 | Manager | 32543.380 | 8 | 5 | 15 | 2 | 18 | 14 | 5.68 | 3.0 | Standard | 639.97 | 36.132223 | Yes | 53.375869 | 148.700226 | Low_spent_Small_value_payments | 329.718738 | Standard | 205 |
| 39 | Manager | 25876.180 | 4 | 6 | 7 | 3 | 5 | 15 | 10.29 | 4.0 | Standard | 71.54 | 39.788812 | No | 37.374350 | 166.954766 | Low_spent_Large_value_payments | 295.005718 | Standard | 259 |
| 19 | Musician | 24293.220 | 4 | 7 | 14 | 3 | 5 | 18 | 11.66 | 2.0 | Standard | 62.26 | 38.396467 | No | 55.439281 | 72.800774 | High_spent_Medium_value_payments | 312.403444 | Standard | 0 |
| 24 | Architect | 15915.045 | 8 | 5 | 12 | 3 | 12 | 12 | 1.71 | 4.0 | Standard | 810.26 | 24.524975 | NM | 25.472819 | 163.352865 | Low_spent_Small_value_payments | 226.799692 | Standard | 359 |
| 51 | Lawyer | 13395.250 | 5 | 4 | 9 | 2 | 20 | 7 | 8.30 | 3.0 | Good | 330.51 | 25.959016 | No | 19.597796 | 136.295425 | Low_spent_Small_value_payments | 253.233862 | Good | 267 |
| 27 | Entrepreneur | 33604.580 | 3 | 6 | 12 | 3 | 4 | 9 | 3.60 | 0.0 | Good | 509.37 | 38.312085 | No | 79.047578 | 367.013329 | Low_spent_Small_value_payments | 142.677260 | Good | 270 |
| 30 | Writer | 37769.920 | 7 | 4 | 18 | 6 | 26 | 14 | 14.61 | 12.0 | Standard | 196.13 | 37.245835 | NM | 164.417239 | 262.351095 | Low_spent_Medium_value_payments | 170.780999 | Standard | 80 |
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