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| ID | Описание | Дата |
|---|---|---|
| 87daabaa-205a-4670-a083-99971c7059fb | brand e-business e-tailers | 1972-12-11 |
| 36963110-29d3-4a22-931b-41483ccdb70f | reinvent end-to-end e-business | 1985-05-08 |
| 2e5f3e1a-cf8f-42df-90ea-fc1937176672 | brand transparent schemas | 2000-11-03 |
| 8f390060-3a3f-4c15-a17d-3686351a934a | morph B2C deliverables | 2024-12-01 |
| b1eeff0d-0144-4b02-ae5f-b02ac8e33f56 | strategize front-end initiatives | 1973-02-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | Manager | 33335.24 | 1 | 6 | 8 | 1 | 1 | 7 | 4.07 | 4.0 | Good | 1226.23 | 36.322907 | No | 21.538548 | 247.475294 | Low_spent_Large_value_payments | 306.979825 | Standard | 261 |
| 42 | Developer | 32414.26 | 7 | 5 | 20 | 2 | 9 | 19 | 15.28 | 5.0 | Standard | 695.61 | 39.072131 | Yes | 34.318058 | 103.609778 | Low_spent_Medium_value_payments | 416.990997 | Poor | 163 |
| 50 | Doctor | 24667.16 | 8 | 6 | 16 | 3 | 10 | 13 | 19.93 | 5.0 | Standard | 722.02 | 25.956600 | Yes | 49.237398 | 81.133158 | High_spent_Medium_value_payments | 348.089111 | Standard | 234 |
| 42 | Architect | 36690.32 | 3 | 3 | 9 | 6 | 10 | 17 | 9.07 | 6.0 | Standard | 874.85 | 38.700425 | Yes | 134.088292 | 0.000000 | High_spent_Small_value_payments | 222.494064 | Standard | 199 |
| 37 | Developer | 15432.20 | 2 | 6 | 7 | 4 | 10 | 2 | 3.27 | 3.0 | Good | 1478.53 | 27.723217 | No | 30.027125 | 126.291072 | Low_spent_Small_value_payments | 253.783470 | Good | 194 |
| 49 | Teacher | 160454.04 | 3 | 7 | 2 | 2 | 6 | 0 | 2.63 | 2.0 | Good | 773.94 | 43.421103 | No | 168.719499 | 235.867579 | High_spent_Large_value_payments | 1198.129921 | Standard | 310 |
| 50 | Doctor | 38217.60 | 6 | 6 | 13 | 2 | 17 | 19 | 6.29 | 5.0 | Standard | 448.54 | 38.681672 | No | 57.881717 | 0.000000 | High_spent_Large_value_payments | 428.557980 | Good | 271 |
| 51 | Entrepreneur | 34229.35 | 3 | 2 | 12 | 4 | 9 | 0 | 11.04 | 2.0 | Good | 1180.77 | 36.252469 | No | 85.686974 | 336.880219 | Low_spent_Small_value_payments | 151.477390 | Good | 360 |
| 45 | Engineer | 29728.31 | 3 | 4 | 6 | 2 | 15 | 1 | 1.81 | 7.0 | Good | 917.00 | 29.586631 | No | 34.496445 | 211.196133 | Low_spent_Small_value_payments | 299.443338 | Good | 382 |
| 22 | Mechanic | 16135.12 | 5 | 4 | 12 | 2 | 23 | 0 | 4.80 | 4.0 | Standard | 1091.33 | 33.385048 | Yes | 14.212945 | 16.210432 | High_spent_Large_value_payments | 371.935956 | Standard | 357 |
| 23 | Developer | 19296.24 | 2 | 7 | 2 | 2 | 9 | 4 | 15.76 | 4.0 | Good | 826.02 | 31.767629 | No | 25.329043 | 89.629128 | High_spent_Small_value_payments | 311.943829 | Good | 237 |
| 46 | Lawyer | 36742.54 | 3 | 6 | 9 | 4 | 17 | 14 | 19.73 | 9.0 | Standard | 1149.65 | 40.433269 | Yes | 80.434892 | 150.188095 | High_spent_Small_value_payments | 318.764846 | Standard | 74 |
| 22 | Manager | 42031.09 | 2 | 1 | 8 | 3 | 1 | 5 | 14.11 | 2.0 | Good | 83.55 | 24.065589 | No | 66.506180 | 108.855858 | High_spent_Medium_value_payments | 450.897046 | Good | 207 |
| 15 | Scientist | 61437.00 | 8 | 9 | 18 | 3 | 19 | 23 | 7.01 | 9.0 | Bad | 1405.26 | 30.035450 | NM | 126.798433 | 662.458152 | Low_spent_Small_value_payments | 12.218415 | Poor | 130 |
| 32 | Mechanic | 43985.80 | 5 | 4 | 5 | 0 | 6 | 19 | 5.56 | 3.0 | Standard | 715.46 | 26.826604 | Yes | 0.000000 | 289.543172 | Low_spent_Small_value_payments | 390.305162 | Standard | 305 |
| 21 | Media_Manager | 35329.84 | 4 | 2 | 6 | 1 | 1 | 1 | 2.50 | 4.0 | Good | 898.38 | 30.244938 | No | 15.141197 | 106.239466 | High_spent_Small_value_payments | 420.534670 | Good | 0 |
| 42 | Architect | 35758.39 | 3 | 3 | 15 | 3 | 31 | 17 | 8.82 | 9.0 | Standard | 785.19 | 25.849922 | Yes | 49.727924 | 87.238830 | High_spent_Medium_value_payments | 434.319830 | Standard | 175 |
| 34 | Architect | 60195.36 | 0 | 5 | 3 | 2 | 14 | 3 | 7.69 | 3.0 | Good | 376.47 | 31.603358 | No | 52.935456 | 416.395563 | Low_spent_Large_value_payments | 291.896980 | Standard | 363 |
| 23 | Developer | 14274.32 | 4 | 4 | 12 | 3 | 15 | 9 | 8.48 | 4.0 | Standard | 1243.37 | 39.478551 | Yes | 18.189580 | 50.189337 | Low_spent_Medium_value_payments | 302.373750 | Standard | 146 |
| 37 | Manager | 33701.99 | 2 | 6 | 12 | 0 | 9 | 6 | 9.22 | 3.0 | Good | 333.79 | 36.420353 | No | 0.000000 | 204.538241 | Low_spent_Small_value_payments | 343.911676 | Poor | 248 |
| 49 | Developer | 69563.34 | 1 | 4 | 2 | 3 | 5 | 9 | 5.94 | 3.0 | Good | 164.52 | 33.337509 | No | 137.778067 | 78.381930 | High_spent_Medium_value_payments | 607.734502 | Poor | 231 |
| 28 | Media_Manager | 38269.83 | 3 | 1 | 9 | 1 | 0 | 9 | 7.60 | 3.0 | Good | 1144.21 | 26.224851 | No | 26.532256 | 67.288697 | High_spent_Medium_value_payments | 457.194297 | Good | 244 |
| 37 | Architect | 98198.07 | 1 | 3 | 10 | 3 | 27 | 1 | 2.23 | 2.0 | Good | 433.07 | 40.422026 | NM | 150.143262 | 144.370516 | High_spent_Large_value_payments | 753.403471 | Poor | 366 |
| 47 | Developer | 41715.11 | 0 | 4 | 4 | 0 | 11 | 0 | 10.09 | 3.0 | Good | 1494.80 | 28.149776 | No | 0.000000 | 346.331123 | Low_spent_Medium_value_payments | 273.194793 | Standard | 393 |
| 37 | Media_Manager | 35701.42 | 7 | 4 | 11 | 1 | 9 | 7 | 7.69 | 1.0 | Standard | 1462.79 | 37.558249 | Yes | 18.431337 | 204.080223 | Low_spent_Large_value_payments | 322.700273 | Standard | 296 |
| 34 | Media_Manager | 78156.39 | 5 | 7 | 8 | 4 | 9 | 20 | 6.34 | 4.0 | Good | 884.79 | 22.927974 | No | 154.798138 | 0.000000 | Low_spent_Medium_value_payments | 299.707064 | Standard | 292 |
| 25 | Lawyer | 31174.80 | 6 | 3 | 14 | 1 | 10 | 12 | 10.85 | 8.0 | Standard | 1286.96 | 31.586314 | Yes | 19.651863 | 123.536311 | High_spent_Small_value_payments | 405.201826 | Standard | 327 |
| 49 | Architect | 39242.10 | 4 | 2 | 4 | 0 | 9 | 6 | 3.01 | 3.0 | Good | 772.08 | 33.108331 | No | 0.000000 | 62.087707 | High_spent_Large_value_payments | 500.829793 | Good | 268 |
| 33 | Scientist | 166621.84 | 0 | 3 | 1 | 0 | 1 | 10 | 5.53 | 1.0 | Good | 501.21 | 30.439291 | No | 0.000000 | 1116.361365 | Low_spent_Medium_value_payments | 535.553968 | Good | 308 |
| 32 | Accountant | 122503.12 | 3 | 7 | 7 | 0 | 30 | 20 | 7.32 | 2.0 | Good | 333.32 | 30.224830 | No | 0.000000 | 364.925066 | High_spent_Small_value_payments | 893.334268 | Standard | 207 |
| 37 | Engineer | 42904.26 | 0 | 4 | 6 | 0 | 10 | 4 | 7.62 | 0.0 | Good | 205.79 | 41.238651 | No | 0.000000 | 105.960977 | High_spent_Medium_value_payments | 527.374523 | Good | 185 |
| 45 | Musician | 22443.96 | 4 | 6 | 17 | 5 | 7 | 0 | 16.90 | 4.0 | Standard | 429.65 | 23.780245 | Yes | 51.247057 | 133.748529 | Low_spent_Small_value_payments | 316.437414 | Poor | 86 |
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