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| ID | Описание | Дата |
|---|---|---|
| 59bddb5d-5c34-457a-be18-893dbdfa6814 | engineer 24/365 e-markets | 1978-11-25 |
| db6174ba-189f-44bb-a850-3f9d444bf96a | cultivate robust niches | 1989-09-28 |
| 5c4e29e4-ac5c-4ecc-b82d-ff472a165941 | integrate vertical metrics | 1978-08-28 |
| 9d0e8b90-7290-40c8-832c-5dcccca80603 | strategize virtual platforms | 1989-05-19 |
| b51d406a-e602-46d1-b018-ccc39e4c5787 | e-enable B2C web-readiness | 1987-11-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | Engineer | 16852.635 | 4 | 6 | 9 | 0 | 27 | 13 | 19.68 | 6.0 | Standard | 775.22 | 32.787458 | NM | 0.000000 | 114.623051 | Low_spent_Small_value_payments | 344.515574 | Standard | 349 |
| 42 | Accountant | 20492.450 | 0 | 7 | 2 | 1 | 13 | 0 | 11.69 | 4.0 | Good | 429.71 | 32.312247 | No | 13.239852 | 177.162505 | Low_spent_Small_value_payments | 253.068059 | Standard | 309 |
| 45 | Mechanic | 63093.320 | 4 | 3 | 7 | 3 | 19 | 13 | 11.71 | 6.0 | Standard | 1441.44 | 40.916735 | Yes | 120.850440 | 76.154930 | High_spent_Medium_value_payments | 574.272296 | Standard | 106 |
| 23 | Doctor | 14790.965 | 5 | 7 | 17 | 1 | 7 | 15 | 10.64 | 6.0 | Standard | 1382.27 | 36.818279 | NM | 10.899071 | 112.425701 | Low_spent_Large_value_payments | 283.633270 | Standard | 71 |
| 24 | Accountant | 92949.780 | 0 | 5 | 10 | 4 | 12 | 10 | 7.88 | 3.0 | Good | 1037.46 | 32.267445 | No | 197.304889 | 685.634294 | Low_spent_Medium_value_payments | 174.542318 | Standard | 303 |
| 35 | Architect | 27752.640 | 3 | 4 | 12 | 1 | 30 | 13 | 8.27 | 6.0 | Standard | 915.19 | 26.528678 | Yes | 16.180335 | 41.626724 | High_spent_Small_value_payments | 412.764940 | Standard | 156 |
| 22 | Entrepreneur | 91459.480 | 8 | 6 | 20 | 4 | 32 | 15 | 11.79 | 2.0 | Standard | 1323.08 | 32.432298 | No | 168.563118 | 135.553297 | High_spent_Large_value_payments | 695.045918 | Standard | 352 |
| 21 | Scientist | 141420.920 | 6 | 4 | 9 | 2 | 25 | 19 | 7.27 | 2.0 | Standard | 367.22 | 30.865368 | Yes | 159.623339 | 130.257891 | High_spent_Large_value_payments | 1124.926436 | Standard | 371 |
| 27 | Mechanic | 74142.960 | 0 | 2 | 12 | 3 | 11 | 0 | 4.45 | 1.0 | Good | 954.72 | 34.279222 | No | 164.894444 | 404.475812 | High_spent_Small_value_payments | 281.587745 | Good | 304 |
| 46 | Developer | 26918.380 | 6 | 5 | 10 | 2 | 12 | 16 | 5.48 | 6.0 | Standard | 1054.90 | 40.636078 | Yes | 43.926610 | 91.114384 | High_spent_Small_value_payments | 369.178840 | Standard | 312 |
| 25 | Engineer | 28823.030 | 7 | 6 | 1 | 2 | 9 | 10 | 9.22 | 5.0 | Standard | 51.26 | 30.811341 | No | 39.348372 | 112.628020 | High_spent_Small_value_payments | 337.415524 | Standard | 399 |
| 23 | Journalist | 8983.565 | 6 | 4 | 6 | 2 | 7 | 16 | 11.25 | 8.0 | Standard | 1270.65 | 25.428167 | Yes | 9.885125 | 61.963966 | Low_spent_Small_value_payments | 282.713950 | Poor | 183 |
| 23 | Engineer | 28686.150 | 4 | 6 | 2 | 0 | 7 | 2 | 0.00 | 4.0 | Good | 806.96 | 24.012424 | No | 0.000000 | 64.307910 | High_spent_Small_value_payments | 430.343340 | Good | 236 |
| 25 | Teacher | 31380.640 | 2 | 1 | 4 | 3 | 9 | 0 | 3.18 | 3.0 | Good | 1027.38 | 24.264302 | No | 74.052787 | 91.133628 | High_spent_Small_value_payments | 330.418918 | Standard | 303 |
| 29 | Lawyer | 102215.610 | 2 | 5 | 10 | 1 | 6 | 5 | 15.90 | 3.0 | Good | 79.67 | 37.684021 | No | 60.567361 | 60.971467 | High_spent_Large_value_payments | 966.757922 | Good | 362 |
| 36 | Engineer | 19773.560 | 4 | 3 | 19 | 1 | 14 | 19 | 7.31 | 4.0 | Standard | 1019.48 | 25.640077 | Yes | 10.358307 | 165.065675 | Low_spent_Large_value_payments | 288.555685 | Good | 281 |
| 38 | Manager | 27964.680 | 8 | 3 | 6 | 4 | 18 | 14 | 0.84 | 1.0 | Standard | 1213.10 | 22.348618 | No | 52.449531 | 196.088419 | Low_spent_Large_value_payments | 243.901050 | Standard | 251 |
| 30 | Manager | 89256.750 | 8 | 5 | 15 | 0 | 13 | 7 | 1.92 | 0.0 | Standard | 49.03 | 30.761171 | Yes | 0.000000 | 231.685106 | Low_spent_Medium_value_payments | 786.221144 | Standard | 249 |
| 33 | Doctor | 71391.780 | 8 | 7 | 11 | 4 | 23 | 19 | 13.35 | 7.0 | Standard | 1305.41 | 34.518373 | Yes | 191.559202 | 64.275543 | High_spent_Medium_value_payments | 584.396755 | Standard | 367 |
| 41 | Manager | 82928.040 | 7 | 4 | 16 | 3 | 23 | 10 | 13.97 | 2.0 | Standard | 601.78 | 28.625874 | Yes | 121.547013 | 182.891751 | High_spent_Large_value_payments | 647.328235 | Standard | 193 |
| 24 | Lawyer | 116098.120 | 6 | 4 | 8 | 3 | 5 | 8 | 22.69 | 6.0 | Standard | 317.72 | 36.911323 | NM | 150.773971 | 647.414275 | Low_spent_Medium_value_payments | 422.096087 | Standard | 0 |
| 44 | Doctor | 57953.820 | 7 | 6 | 17 | 0 | 17 | 0 | 9.38 | 4.0 | Standard | 221.62 | 33.538883 | Yes | 0.000000 | 52.804812 | High_spent_Large_value_payments | 647.843688 | Standard | 219 |
| 30 | Doctor | 51582.540 | 3 | 6 | 16 | 1 | 22 | 16 | 18.84 | 2.0 | Standard | 1354.35 | 35.498516 | NM | 35.857520 | 75.991835 | High_spent_Medium_value_payments | 539.805145 | Standard | 0 |
| 31 | Mechanic | 80541.510 | 4 | 7 | 20 | 0 | 14 | 14 | 10.81 | 0.0 | Standard | 345.22 | 28.108954 | Yes | 0.000000 | 353.918868 | High_spent_Small_value_payments | 552.160382 | Standard | 321 |
| 54 | Writer | 32495.660 | 3 | 7 | 18 | 1 | 15 | 18 | 10.39 | 1.0 | Standard | 1099.57 | 34.202050 | Yes | 23.965704 | 223.964656 | Low_spent_Large_value_payments | 281.566806 | Standard | 212 |
| 42 | Scientist | 8169.385 | 8 | 5 | 17 | 5 | 56 | 19 | 6.11 | 9.0 | Bad | 1360.45 | 31.225157 | Yes | 20.364334 | 42.429793 | Low_spent_Small_value_payments | 315.984080 | Standard | 79 |
| 44 | Lawyer | 82668.780 | 3 | 6 | 20 | 1 | 21 | 12 | 16.27 | 0.0 | Standard | 540.04 | 38.489101 | Yes | 55.699665 | 0.000000 | High_spent_Small_value_payments | 585.215389 | Standard | 295 |
| 18 | Teacher | 38253.640 | 1 | 3 | 2 | 3 | 8 | 0 | 9.29 | 0.0 | Good | 843.89 | 29.736991 | No | 55.690765 | 261.727177 | Low_spent_Small_value_payments | 306.362392 | Standard | 252 |
| 37 | Accountant | 40276.270 | 5 | 4 | 12 | 3 | 28 | 11 | 9.02 | 9.0 | Good | 786.37 | 38.632724 | No | 54.116357 | 125.350522 | High_spent_Small_value_payments | 418.668705 | Standard | 0 |
| 47 | Journalist | 30424.170 | 5 | 7 | 14 | 4 | 14 | 12 | 3.46 | 6.0 | Standard | 519.00 | 37.618088 | NM | 65.035518 | 240.821890 | Low_spent_Large_value_payments | 247.677342 | Standard | 199 |
| 40 | Accountant | 119612.280 | 3 | 1 | 3 | 0 | 13 | 9 | 11.83 | 1.0 | Good | 1274.05 | 35.897018 | No | 0.000000 | 164.295838 | High_spent_Large_value_payments | 1075.673162 | Good | 227 |
| 27 | Entrepreneur | 93350.640 | 4 | 6 | 20 | 0 | 32 | 17 | 9.27 | 4.0 | Standard | 1139.10 | 30.612989 | Yes | 0.000000 | 347.526216 | Low_spent_Medium_value_payments | 689.795784 | Standard | 314 |
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