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| ID | Описание | Дата |
|---|---|---|
| aca2254e-c355-4360-b1db-330559a3e5ac | utilize revolutionary networks | 1996-01-20 |
| a114402b-e40c-4784-b0d0-dd12b8129516 | incubate efficient deliverables | 2025-02-11 |
| 091af316-29d1-4f37-9488-ad7df5672559 | engineer scalable convergence | 2015-10-12 |
| 6993a6a7-3622-4e19-96d9-7c10a0280c95 | reinvent e-business e-markets | 1983-04-14 |
| 2fcffaf7-f5ec-4d1a-b85e-7adf70e088db | optimize bleeding-edge portals | 2013-11-30 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 54 | Manager | 80396.860 | 5 | 7 | 9 | 0 | 8 | 11 | 10.47 | 0.0 | Good | 1357.54 | 32.267515 | No | 0.000000 | 230.976429 | High_spent_Small_value_payments | 691.397405 | Standard | 323 |
| 52 | Media_Manager | 20703.480 | 3 | 6 | 2 | 1 | 8 | 7 | 8.57 | 4.0 | Good | 965.09 | 32.437868 | NM | 16.258730 | 202.970558 | Low_spent_Small_value_payments | 253.699712 | Good | 349 |
| 52 | Lawyer | 41113.350 | 1 | 3 | 9 | 2 | 3 | 0 | 7.95 | 1.0 | Good | 716.71 | 30.404419 | NM | 189.178990 | 135.922019 | Low_spent_Medium_value_payments | 433.480902 | Standard | 350 |
| 19 | Doctor | 37404.670 | 0 | 5 | 1 | 1 | 18 | 9 | 3.09 | 6.0 | Good | 1292.80 | 35.697578 | NM | 25.520605 | 39.077200 | High_spent_Medium_value_payments | 519.807778 | Poor | 399 |
| 30 | Architect | 70939.340 | 5 | 6 | 14 | 3 | 25 | 14 | 2.39 | 7.0 | Standard | 261.42 | 22.105741 | Yes | 165.112302 | 678.788838 | Low_spent_Small_value_payments | 19.260027 | Standard | 214 |
| 22 | Mechanic | 10568.510 | 4 | 6 | 8 | 0 | 17 | 20 | 7.15 | 7.0 | Standard | 1062.67 | 23.357252 | Yes | 0.000000 | 115.566498 | Low_spent_Small_value_payments | 292.104418 | Poor | 194 |
| 29 | Teacher | 22050.560 | 5 | 4 | 12 | 1 | 5 | 13 | 10.75 | 9.0 | Standard | 37.42 | 24.723270 | Yes | 13.485884 | 120.113491 | Low_spent_Medium_value_payments | 327.555292 | Standard | 391 |
| 45 | Doctor | 40838.930 | 2 | 2 | 4 | 4 | 8 | 12 | 3.52 | 7.0 | Good | 475.65 | 29.968666 | No | 95.125311 | 103.408452 | High_spent_Medium_value_payments | 395.490654 | Good | 348 |
| 37 | Lawyer | 12029.150 | 5 | 4 | 5 | 1 | 15 | 14 | 10.03 | 5.0 | Standard | 377.62 | 37.780993 | No | 6.518271 | 79.810056 | Low_spent_Small_value_payments | 325.014589 | Standard | 318 |
| 18 | Musician | 116336.320 | 3 | 3 | 11 | 0 | 9 | 7 | 3.00 | 2.0 | Good | 1117.30 | 29.279802 | No | 0.000000 | 309.282431 | High_spent_Medium_value_payments | 896.086902 | Poor | 272 |
| 27 | Media_Manager | 35883.180 | 6 | 5 | 8 | 4 | 13 | 10 | 7.63 | 2.0 | Good | 78.52 | 29.163865 | No | 115.802430 | 78.920466 | High_spent_Large_value_payments | 362.903604 | Good | 0 |
| 18 | Engineer | 59502.280 | 2 | 4 | 1 | 4 | 10 | 3 | 6.21 | 4.0 | Good | 395.15 | 24.544590 | No | 188.694321 | 250.392347 | High_spent_Small_value_payments | 314.865665 | Standard | 304 |
| 21 | Writer | 56971.500 | 7 | 7 | 17 | 3 | 25 | 12 | 8.53 | 8.0 | Standard | 154.46 | 35.614241 | Yes | 134.494109 | 90.652688 | High_spent_Large_value_payments | 499.515703 | Standard | 291 |
| 25 | Entrepreneur | 98436.600 | 8 | 6 | 10 | 0 | 29 | 15 | 10.28 | 3.0 | Good | 329.72 | 29.003891 | NM | 0.000000 | 97.161706 | High_spent_Large_value_payments | 950.743294 | Standard | 248 |
| 31 | Writer | 59730.570 | 4 | 3 | 5 | 3 | 32 | 13 | 1.13 | 0.0 | Standard | 335.22 | 37.932370 | No | 109.399477 | 373.556581 | Low_spent_Large_value_payments | 303.798692 | Standard | 216 |
| 27 | Lawyer | 20434.595 | 5 | 1 | 2 | 0 | 14 | 7 | 6.01 | 2.0 | Good | 271.51 | 24.990558 | No | 0.000000 | 206.125083 | Low_spent_Small_value_payments | 283.263209 | Good | 194 |
| 48 | Accountant | 88027.620 | 0 | 3 | 3 | 3 | 8 | 3 | 8.94 | 0.0 | Good | 264.38 | 27.338825 | No | 157.273853 | 273.696842 | High_spent_Medium_value_payments | 541.992806 | Standard | 183 |
| 46 | Doctor | 78676.320 | 2 | 1 | 4 | 1 | 7 | 0 | 9.80 | 4.0 | Good | 1080.98 | 31.320568 | No | 48.577978 | 409.776140 | Low_spent_Large_value_payments | 482.681882 | Good | 230 |
| 55 | Journalist | 23794.070 | 6 | 3 | 7 | 4 | 6 | 13 | 7.87 | 0.0 | Standard | 1436.59 | 32.858139 | No | 60.524711 | 19.352615 | High_spent_Large_value_payments | 337.306590 | Standard | 203 |
| 30 | Journalist | 97590.150 | 6 | 6 | 5 | 2 | 29 | 20 | 17.41 | 2.0 | Standard | 660.27 | 31.290504 | Yes | 83.023417 | 231.426504 | High_spent_Medium_value_payments | 767.701329 | Poor | 229 |
| 17 | Writer | 66289.360 | 4 | 5 | 15 | 2 | 9 | 15 | 7.27 | 11.0 | Standard | 713.33 | 25.711339 | NM | 61.325213 | 139.508228 | High_spent_Medium_value_payments | 592.477893 | Standard | 0 |
| 37 | Manager | 33799.360 | 5 | 3 | 19 | 4 | 15 | 12 | 16.35 | 5.0 | Standard | 173.76 | 29.768916 | Yes | 75.098078 | 99.306419 | High_spent_Medium_value_payments | 370.056836 | Good | 81 |
| 33 | Teacher | 34758.200 | 1 | 2 | 6 | 3 | 8 | 6 | 8.81 | 1.0 | Good | 1005.29 | 41.286937 | No | 79.568132 | 0.000000 | High_spent_Small_value_payments | 389.078061 | Good | 246 |
| 49 | Mechanic | 26326.960 | 4 | 5 | 13 | 3 | 22 | 18 | 5.25 | 4.0 | Standard | 640.91 | 33.839078 | NM | 57.697071 | 129.961205 | Low_spent_Large_value_payments | 293.833058 | Standard | 187 |
| 33 | Scientist | 28603.640 | 1 | 1 | 2 | 0 | 12 | 2 | 4.23 | 4.0 | Good | 1428.43 | 24.769986 | No | 0.000000 | 98.271162 | Low_spent_Large_value_payments | 425.692505 | Standard | 381 |
| 42 | Media_Manager | 78860.200 | 8 | 4 | 6 | 0 | 25 | 8 | 0.00 | 3.0 | Standard | 836.53 | 31.211477 | Yes | 0.000000 | 505.145156 | Low_spent_Medium_value_payments | 408.123177 | Good | 227 |
| 22 | Doctor | 22433.460 | 4 | 3 | 11 | 1 | 4 | 4 | 4.73 | 4.0 | Good | 1078.38 | 33.211337 | No | 9.530144 | 146.461755 | Low_spent_Large_value_payments | 272.553601 | Good | 338 |
| 23 | Architect | 18014.970 | 8 | 4 | 4 | 1 | 10 | 0 | 8.34 | 6.0 | Standard | 360.96 | 41.355395 | No | 10.442380 | 68.104070 | Low_spent_Small_value_payments | 357.578300 | Standard | 246 |
| 47 | Architect | 46449.980 | 3 | 5 | 18 | 3 | 25 | 18 | 4.50 | 4.0 | Standard | 1164.35 | 37.856165 | No | 95.967688 | 67.379795 | High_spent_Large_value_payments | 484.835684 | Standard | 397 |
| 37 | Doctor | 58963.040 | 5 | 2 | 4 | 0 | 14 | 7 | 5.20 | 4.0 | Good | 1227.73 | 27.342138 | No | 0.000000 | 194.201529 | High_spent_Medium_value_payments | 561.657137 | Good | 297 |
| 20 | Journalist | 84389.440 | 7 | 7 | 6 | 3 | 16 | 17 | 8.84 | 1.0 | Standard | 1368.62 | 28.225637 | No | 162.646348 | 391.909435 | Low_spent_Small_value_payments | 445.189550 | Standard | 384 |
| 44 | Entrepreneur | 33441.590 | 2 | 4 | 1 | 0 | 5 | 3 | 9.58 | 5.0 | Good | 154.96 | 26.466149 | No | 0.000000 | 169.288147 | Low_spent_Large_value_payments | 375.591770 | Standard | 379 |
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