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| ID | Описание | Дата |
|---|---|---|
| 7faf5d78-4f44-4921-acae-ecea03876719 | expedite extensible interfaces | 1982-03-15 |
| 4e506b61-1659-469a-8fb0-65f0725548ba | exploit scalable schemas | 1999-09-20 |
| 43965495-ea34-4cba-ab57-5b7544fa4b23 | deliver cutting-edge schemas | 1995-04-16 |
| a5e97109-1365-4120-84c7-155fbadb4881 | incubate mission-critical interfaces | 2023-12-28 |
| 637e265c-8adb-4382-8c06-f4edb28bfe2b | integrate plug-and-play e-markets | 1985-12-12 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | Mechanic | 29233.340 | 6 | 4 | 17 | 3 | 9 | 13 | 8.90 | 5.0 | Standard | 96.31 | 28.369761 | Yes | 50.714455 | 153.996855 | Low_spent_Small_value_payments | 348.999856 | Standard | 113 |
| 49 | Architect | 28446.580 | 3 | 5 | 5 | 4 | 3 | 8 | 1.12 | 4.0 | Good | 640.40 | 31.454927 | No | 66.064027 | 276.871038 | Low_spent_Small_value_payments | 206.819768 | Good | 323 |
| 22 | Scientist | 27347.900 | 8 | 3 | 7 | 1 | 15 | 9 | 12.54 | 6.0 | Standard | 1274.89 | 29.135638 | Yes | 13.306163 | 168.211473 | Low_spent_Large_value_payments | 338.481531 | Standard | 149 |
| 31 | Media_Manager | 30979.280 | 5 | 3 | 22 | 7 | 13 | 16 | 9.75 | 5.0 | Standard | 1317.34 | 31.000565 | Yes | 177.373033 | 64.395905 | High_spent_Medium_value_payments | 244.991728 | Poor | 172 |
| 36 | Accountant | 89722.400 | 2 | 5 | 5 | 2 | 2 | 7 | 2.47 | 7.0 | Good | 1071.85 | 40.706516 | NM | 101.942338 | 114.966095 | High_spent_Large_value_payments | 787.778234 | Standard | 200 |
| 22 | Architect | 28230.080 | 8 | 5 | 19 | 2 | 14 | 18 | 16.49 | 1.0 | Standard | 1437.62 | 27.483249 | Yes | 36.864683 | 291.985524 | Low_spent_Small_value_payments | 211.300459 | Poor | 399 |
| 29 | Writer | 27403.020 | 5 | 6 | 5 | 4 | 18 | 8 | 7.25 | 2.0 | Standard | 1060.13 | 23.550255 | Yes | 75.224359 | 254.731511 | Low_spent_Small_value_payments | 165.502630 | Standard | 356 |
| 45 | Teacher | 75042.720 | 7 | 4 | 13 | 2 | 7 | 12 | 16.65 | 4.0 | Standard | 417.62 | 36.874649 | Yes | 105.684175 | 154.704619 | High_spent_Large_value_payments | 628.067206 | Standard | 207 |
| 44 | Scientist | 66522.060 | 8 | 4 | 7 | 3 | 26 | 13 | 15.95 | 5.0 | Standard | 561.13 | 29.157838 | Yes | 117.088005 | 223.811368 | Low_spent_Small_value_payments | 490.051128 | Standard | 187 |
| 55 | Developer | 92127.240 | 5 | 7 | 6 | 3 | 30 | 20 | 6.25 | 2.0 | Good | 487.54 | 33.743466 | No | 175.915944 | 130.698312 | High_spent_Large_value_payments | 718.312743 | Poor | 0 |
| 15 | Architect | 69860.180 | 4 | 5 | 11 | 3 | 12 | 0 | 9.85 | 8.0 | Standard | 859.03 | 42.544293 | Yes | 92.558978 | 0.000000 | High_spent_Medium_value_payments | 534.716045 | Standard | 141 |
| 23 | Entrepreneur | 129233.520 | 6 | 4 | 8 | 1 | 17 | 9 | 8.92 | 0.0 | Standard | 1051.42 | 26.028616 | No | 75.602221 | 0.000000 | Low_spent_Small_value_payments | 43.006002 | Standard | 317 |
| 20 | Developer | 120986.250 | 3 | 4 | 5 | 1 | 4 | 2 | 4.63 | 0.0 | Good | 1010.15 | 32.398382 | No | 53.782285 | 710.525735 | Low_spent_Large_value_payments | 534.510730 | Standard | 264 |
| 49 | Engineer | 19462.925 | 1 | 1 | 8 | 4 | 9 | 13 | 5.51 | 7.0 | Good | 160.30 | 26.494188 | No | 160.822549 | 0.000000 | Low_spent_Small_value_payments | 337.090256 | Good | 388 |
| 53 | Accountant | 16476.040 | 1 | 3 | 11 | 0 | 15 | 8 | 7.94 | 1.0 | Good | 303.07 | 28.711935 | NM | 0.000000 | 72.243431 | High_spent_Small_value_payments | 298.356903 | Standard | 196 |
| 18 | Teacher | 29258.690 | 7 | 7 | 12 | 7 | 29 | 9 | 6.37 | 9.0 | Standard | 1285.35 | 34.471356 | NM | 164.081471 | 250.274683 | Low_spent_Small_value_payments | 149.366263 | Poor | 155 |
| 20 | Journalist | 63515.920 | 3 | 7 | 3 | 1 | 3 | 0 | 0.65 | 4.0 | Good | 609.25 | 26.336111 | No | 29.289365 | 426.618178 | Low_spent_Medium_value_payments | 380.791791 | Standard | 369 |
| 29 | Lawyer | 20637.200 | 4 | 5 | 14 | 4 | 15 | 18 | 9.74 | 2.0 | Standard | 1387.48 | 36.991615 | Yes | 68.574904 | 112.649394 | Low_spent_Small_value_payments | 275.652368 | Standard | 261 |
| 50 | Teacher | 36372.210 | 5 | 4 | 5 | 4 | 12 | 8 | 11.78 | 3.0 | Good | 1455.94 | 27.563566 | NM | 105.797374 | 223.868096 | Low_spent_Small_value_payments | 287.236281 | Good | 314 |
| 45 | Musician | 150256.720 | 1 | 6 | 1 | 0 | 13 | 1 | 2.69 | 2.0 | Good | 1488.34 | 38.831335 | No | 0.000000 | 1181.265511 | Low_spent_Small_value_payments | 372.873822 | Good | 200 |
| 24 | Developer | 106529.800 | 4 | 3 | 16 | 0 | 6 | 20 | 10.28 | 4.0 | Standard | 1488.37 | 34.025016 | Yes | 0.000000 | 244.281286 | High_spent_Medium_value_payments | 896.367047 | Standard | 298 |
| 30 | Lawyer | 38735.570 | 2 | 4 | 3 | 2 | 15 | 11 | 8.06 | 2.0 | Good | 800.94 | 23.858401 | No | 43.943751 | 247.479721 | Low_spent_Small_value_payments | 317.372945 | Good | 202 |
| 31 | Teacher | 39357.450 | 3 | 4 | 6 | 3 | 8 | 4 | 8.16 | 0.0 | Good | 1170.76 | 37.246104 | No | 85.722372 | 47.680484 | High_spent_Medium_value_payments | 429.175894 | Poor | 0 |
| 24 | Media_Manager | 138079.960 | 2 | 4 | 8 | 0 | 7 | 11 | 9.87 | 4.0 | Good | 637.14 | 30.909572 | No | 0.000000 | 166.077379 | High_spent_Large_value_payments | 1208.888954 | Poor | 357 |
| 28 | Doctor | 16805.540 | 6 | 5 | 20 | 3 | 18 | 16 | 16.22 | 9.0 | Standard | 438.74 | 24.871981 | Yes | 24.430924 | 154.140852 | Low_spent_Small_value_payments | 256.574391 | Standard | 326 |
| 25 | Doctor | 28337.760 | 0 | 5 | 1 | 1 | 4 | 10 | 2.23 | 3.0 | Good | 680.16 | 37.069833 | No | 19.827824 | 29.339972 | High_spent_Medium_value_payments | 414.080204 | Good | 0 |
| 20 | Manager | 62152.590 | 8 | 4 | 12 | 2 | 11 | 0 | 2.75 | 8.0 | Standard | 874.60 | 32.138321 | NM | 99.346936 | 77.439371 | High_spent_Medium_value_payments | 592.051943 | Standard | 344 |
| 30 | Developer | 68790.220 | 3 | 5 | 6 | 3 | 2 | 10 | 8.38 | 3.0 | Good | 399.79 | 32.625943 | No | 163.410256 | 89.744167 | High_spent_Large_value_payments | 574.097410 | Standard | 323 |
| 37 | Entrepreneur | 81367.120 | 5 | 5 | 7 | 2 | 12 | 13 | 4.78 | 1.0 | Standard | 1039.70 | 26.941832 | No | 100.275316 | 54.227941 | High_spent_Large_value_payments | 779.856076 | Standard | 296 |
| 32 | Manager | 20223.000 | 5 | 7 | 15 | 5 | 14 | 0 | 15.03 | 11.0 | Standard | 393.55 | 27.143608 | Yes | 73.644675 | 38.720012 | High_spent_Large_value_payments | 289.060313 | Standard | 84 |
| 36 | Writer | 27635.390 | 5 | 3 | 12 | 2 | 24 | 18 | 18.95 | 6.0 | Standard | 1022.51 | 33.675059 | NM | 25.505139 | 194.634516 | Low_spent_Small_value_payments | 314.655262 | Standard | 342 |
| 45 | Doctor | 32625.590 | 0 | 5 | 8 | 4 | 7 | 10 | 7.55 | 8.0 | Good | 177.90 | 36.543402 | No | 73.125008 | 123.766491 | High_spent_Medium_value_payments | 345.388418 | Standard | 351 |
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