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| ID | Описание | Дата |
|---|---|---|
| 314dc1bf-ae4e-412f-b197-cfd3ce5b2ea2 | implement innovative supply-chains | 1997-05-03 |
| 7f0355e3-61cc-431e-83c8-b5dacf33f317 | engage interactive applications | 1971-11-01 |
| cecfc126-ed4c-4408-bc06-043896c58919 | target out-of-the-box markets | 2020-12-08 |
| e2a333c4-9485-42ab-b989-2dceb11d25b0 | syndicate revolutionary mindshare | 2021-09-13 |
| 2e1e4929-7a39-402a-b2e8-f97e1ffa8ecb | incentivize innovative e-services | 2008-07-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | Developer | 11968.510 | 3 | 4 | 16 | 2 | 20 | 18 | 10.95 | 0.0 | Standard | 685.74 | 36.652027 | No | 18.074485 | 22.430683 | High_spent_Large_value_payments | 324.932415 | Standard | 304 |
| 34 | Entrepreneur | 22488.625 | 1 | 3 | 6 | 1 | 10 | 14 | 0.69 | 3.0 | Good | 590.85 | 25.750068 | No | 11.478602 | 35.080656 | High_spent_Medium_value_payments | 373.445950 | Standard | 195 |
| 36 | Developer | 110064.330 | 5 | 4 | 5 | 2 | 28 | 19 | 11.08 | 1.0 | Standard | 456.58 | 31.806032 | No | 136.940983 | 245.954813 | Low_spent_Medium_value_payments | 806.606954 | Standard | 264 |
| 29 | Accountant | 44913.340 | 2 | 1 | 5 | 0 | 13 | 0 | 0.57 | 4.0 | Good | 552.97 | 27.971519 | No | 0.000000 | 80.554733 | High_spent_Medium_value_payments | 517.523101 | Standard | 382 |
| 43 | Teacher | 13613.385 | 7 | 6 | 11 | 0 | 5 | 17 | 20.83 | 5.0 | Standard | 506.93 | 26.331607 | NM | 0.000000 | 44.664319 | High_spent_Medium_value_payments | 313.180556 | Standard | 0 |
| 45 | Scientist | 33381.680 | 8 | 3 | 8 | 5 | 6 | 16 | 17.94 | 7.0 | Standard | 1403.84 | 38.890110 | Yes | 114.727546 | 254.011919 | Low_spent_Small_value_payments | 169.541202 | Standard | 137 |
| 23 | Mechanic | 20929.340 | 7 | 6 | 10 | 3 | 13 | 8 | 8.28 | 8.0 | Standard | 695.45 | 30.639755 | Yes | 45.442672 | 160.500468 | Low_spent_Small_value_payments | 267.868027 | Standard | 172 |
| 43 | Lawyer | 2251358.000 | 1 | 3 | 11 | 0 | 13 | 4 | 10.31 | 1.0 | Good | 217.92 | 36.590319 | No | 98.375361 | 72.141699 | Low_spent_Small_value_payments | 338.828760 | Standard | 290 |
| 34 | Media_Manager | 62168.040 | 3 | 6 | 13 | 4 | 11 | 16 | 11.46 | 4.0 | Standard | 135.72 | 35.400706 | NM | 177.214185 | 0.000000 | Low_spent_Large_value_payments | 236.427879 | Standard | 194 |
| 45 | Teacher | 54876.200 | 3 | 4 | 8 | 5 | 15 | 14 | 4.01 | 5.0 | Standard | 310.47 | 21.820873 | NM | 145.624243 | 490.887598 | Low_spent_Small_value_payments | 129.489826 | Standard | 171 |
| 32 | Developer | 67223.070 | 3 | 3 | 10 | 2 | 19 | 20 | 10.43 | 3.0 | Standard | 312.59 | 35.835468 | No | 69.298731 | 754.399499 | Low_spent_Small_value_payments | 50.894020 | Standard | 0 |
| 33 | Mechanic | 43956.230 | 4 | 5 | 4 | 0 | 12 | 4 | 7.16 | 2.0 | Good | 1084.09 | 27.026393 | No | 0.000000 | 218.643975 | High_spent_Small_value_payments | 423.357942 | Good | 358 |
| 47 | Lawyer | 71503.760 | 3 | 4 | 9 | 3 | 20 | 16 | 7.37 | 3.0 | Standard | 1254.71 | 38.445746 | Yes | 110.850584 | 669.562589 | Low_spent_Small_value_payments | 76.851493 | Standard | 323 |
| 27 | Teacher | 102910.110 | 7 | 6 | 11 | 2 | 29 | 15 | 19.10 | 5.0 | Standard | 930.24 | 37.082989 | Yes | 166.048320 | 281.266300 | High_spent_Medium_value_payments | 673.469630 | Standard | 238 |
| 24 | Lawyer | 43608.180 | 7 | 7 | 23 | 6 | 27 | 20 | 14.05 | 10.0 | Bad | 1492.88 | 37.904000 | Yes | 169.542099 | 118.723634 | High_spent_Medium_value_payments | 314.835767 | Standard | 243 |
| 24 | Developer | 84127.960 | 5 | 4 | 8 | 4 | 22 | 13 | 9.81 | 0.0 | Standard | 1383.41 | 39.910469 | Yes | 176.497433 | 99.573567 | High_spent_Large_value_payments | 655.895334 | Standard | 300 |
| 30 | Lawyer | 28793.490 | 7 | 5 | 17 | 3 | 16 | 20 | 12.01 | 6.0 | Standard | 405.99 | 37.665798 | Yes | 69.888275 | 147.565895 | High_spent_Small_value_payments | 309.491580 | Standard | 260 |
| 25 | Developer | 10307.970 | 8 | 3 | 13 | 2 | 6 | 11 | 8.67 | 5.0 | Standard | 480.17 | 34.370134 | Yes | 11.022190 | 80.087964 | Low_spent_Small_value_payments | 261.489596 | Standard | 191 |
| 41 | Musician | 70154.850 | 8 | 5 | 18 | 2 | 27 | 5 | 19.23 | 0.0 | Standard | 487.42 | 25.456236 | Yes | 92.888270 | 0.000000 | High_spent_Medium_value_payments | 523.057842 | Good | 254 |
| 45 | Architect | 77565.570 | 3 | 5 | 8 | 3 | 12 | 18 | 11.80 | 1.0 | Good | 509.87 | 27.400008 | No | 118.670598 | 254.983385 | High_spent_Medium_value_payments | 542.725767 | Good | 397 |
| 22 | Accountant | 36243.050 | 4 | 5 | 14 | 3 | 20 | 13 | 0.00 | 5.0 | Standard | 1009.33 | 34.518343 | Yes | 73.891109 | 70.127900 | High_spent_Medium_value_payments | 429.506408 | Standard | 219 |
| 21 | Lawyer | 103190.840 | 7 | 5 | 14 | 1 | 22 | 11 | 0.57 | 4.0 | Standard | 780.16 | 26.283534 | No | 46.759021 | 328.981098 | High_spent_Medium_value_payments | 714.283548 | Standard | 281 |
| 47 | Teacher | 14842.650 | 8 | 5 | 8 | 2 | 27 | 9 | 11.22 | 6.0 | Standard | 1086.11 | 26.770862 | Yes | 15.346410 | 45.656335 | Low_spent_Medium_value_payments | 324.386005 | Standard | 274 |
| 40 | Writer | 18485.235 | 8 | 4 | 3 | 4 | 12 | 15 | 6.33 | 2.0 | Standard | 395.45 | 36.387029 | No | 52.900964 | 0.000000 | Low_spent_Medium_value_payments | 293.727487 | Standard | 268 |
| 21 | Writer | 63861.360 | 4 | 6 | 12 | 4 | 13 | 4 | 3.91 | 1.0 | Good | 1071.97 | 39.899620 | No | 150.259105 | 165.133942 | High_spent_Small_value_payments | 493.384953 | Standard | 0 |
| 22 | Musician | 37968.010 | 2 | 5 | 5 | 3 | 15 | 3 | 11.61 | 1.0 | Good | 745.43 | 41.258009 | No | 65.017491 | 87.719060 | High_spent_Medium_value_payments | 416.263532 | Standard | 220 |
| 40 | Manager | 97714.470 | 1 | 6 | 9 | 0 | 7 | 4 | 4.74 | 9.0 | Good | 613.07 | 26.763645 | NM | 0.000000 | 224.270245 | Low_spent_Medium_value_payments | 866.117005 | Standard | 393 |
| 55 | Mechanic | 28276.720 | 5 | 4 | 10 | 4 | 24 | 0 | 10.51 | 4.0 | Standard | 123.73 | 30.177052 | No | 50.017874 | 140.950557 | High_spent_Small_value_payments | 313.970903 | Standard | 360 |
| 21 | Accountant | 88275.180 | 8 | 4 | 7 | 2 | 9 | 6 | 18.42 | 6.0 | Standard | 141.75 | 37.410386 | Yes | 140.572818 | 95.106000 | High_spent_Large_value_payments | 765.047682 | Standard | 283 |
| 23 | Musician | 29074.200 | 8 | 6 | 5 | 4 | 16 | 22 | 18.45 | 3.0 | Standard | 867.27 | 27.304113 | NM | 52.507950 | 47.806837 | High_spent_Medium_value_payments | 409.270213 | Standard | 369 |
| 21 | Media_Manager | 74913.760 | 2 | 4 | 5 | 3 | 13 | 2 | 3.57 | 3.0 | Good | 558.21 | 36.548550 | No | 170.934397 | 0.000000 | High_spent_Large_value_payments | 565.586021 | Good | 200 |
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