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| ID | Описание | Дата |
|---|---|---|
| bd870192-966e-446a-908b-8a5cd1112d46 | enable granular metrics | 1981-01-30 |
| 99d2cf2c-dcf2-4ae3-8c25-35d77f557e2e | streamline revolutionary networks | 1981-06-21 |
| c6c162a5-0611-451a-b58d-a923b66e4ebb | evolve transparent solutions | 1972-06-13 |
| 346679f5-44b2-4536-a635-db4d35191ea1 | incentivize cross-platform metrics | 2009-05-08 |
| 2a4568ca-3d15-4d06-a7b8-b9e3900030b4 | productize robust e-commerce | 1979-10-20 |
| 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 | Teacher | 32284.620 | 6 | 7 | 17 | 6 | 11 | 12 | 9.22 | 8.0 | Standard | 1283.37 | 28.940893 | Yes | 103.037560 | 254.861615 | Low_spent_Medium_value_payments | 211.939325 | Standard | 77 |
| 42 | Developer | 104564.640 | 4 | 7 | 8 | 2 | 17 | 17 | 12.64 | 0.0 | Standard | 100.49 | 25.596120 | No | 112.931216 | 290.858446 | High_spent_Medium_value_payments | 746.482339 | Standard | 298 |
| 40 | Accountant | 39460.010 | 2 | 6 | 2 | 4 | 12 | 7 | 1.50 | 2.0 | Good | 1180.08 | 23.232438 | NM | 82.451420 | 140.167947 | High_spent_Small_value_payments | 340.414050 | Standard | 356 |
| 43 | Musician | 21039.960 | 3 | 3 | 5 | 3 | 27 | 10 | 13.55 | 4.0 | Standard | 659.60 | 30.629611 | Yes | 28.249307 | 69.930372 | Low_spent_Medium_value_payments | 331.153322 | Standard | 78 |
| 49 | Developer | 85710.480 | 6 | 4 | 5 | 3 | 12 | 20 | 9.08 | 4.0 | Good | 434.31 | 29.644038 | No | 174.318829 | 302.682746 | High_spent_Medium_value_payments | 516.852425 | Standard | 207 |
| 14 | Scientist | 9150.480 | 8 | 3 | 15 | 5 | 10 | 19 | 9.17 | 7.0 | Standard | 177.16 | 36.451044 | Yes | 22.500441 | 49.999676 | Low_spent_Small_value_payments | 316.753883 | Standard | 177 |
| 26 | Developer | 57055.950 | 4 | 4 | 9 | 4 | 17 | 15 | 15.03 | 7.0 | Standard | 470.01 | 30.501181 | Yes | 174.286333 | 100.177716 | High_spent_Medium_value_payments | 457.302201 | Standard | 99 |
| 29 | Mechanic | 33036.440 | 4 | 3 | 17 | 6 | 27 | 16 | 13.76 | 7.0 | Standard | 1377.16 | 27.769092 | NM | 143.140345 | 234.056582 | Low_spent_Small_value_payments | 200.906740 | Standard | 82 |
| 48 | Journalist | 19835.930 | 2 | 3 | 1 | 0 | 12 | 6 | 3.09 | 0.0 | Good | 1385.49 | 36.446671 | No | 0.000000 | 129.018889 | Low_spent_Small_value_payments | 314.180528 | Standard | 303 |
| 32 | Engineer | 17464.640 | 6 | 5 | 5 | 7 | 21 | 14 | 16.89 | 7.0 | Standard | 289.05 | 37.261078 | NM | 72.581554 | 0.000000 | High_spent_Medium_value_payments | 323.263262 | Good | 224 |
| 53 | Writer | 18579.360 | 0 | 4 | 2 | 2 | 4 | 10 | 10.14 | 1.0 | Good | 1329.98 | 35.650269 | No | 16.174857 | 133.060421 | Low_spent_Small_value_payments | 270.592722 | Poor | 354 |
| 41 | Doctor | 54052.820 | 4 | 6 | 11 | 3 | 6 | 16 | 19.75 | 4.0 | Standard | 281.77 | 33.734659 | Yes | 130.843389 | 65.083681 | High_spent_Medium_value_payments | 531.813096 | Standard | 311 |
| 37 | Writer | 10275.925 | 7 | 3 | 20 | 2 | 13 | 14 | 15.32 | 7.0 | Standard | 159.73 | 28.615861 | Yes | 9.869009 | 0.000000 | Low_spent_Small_value_payments | 264.087664 | Standard | 332 |
| 40 | Writer | 41588.740 | 5 | 3 | 7 | 2 | 10 | 9 | 11.95 | 6.0 | Good | 630.25 | 27.900450 | No | 61.942866 | 0.000000 | High_spent_Medium_value_payments | 433.464285 | Standard | 321 |
| 23 | Writer | 20172.200 | 8 | 7 | 7 | 3 | 23 | 17 | 6.03 | 0.0 | Standard | 778.09 | 33.910545 | No | 50.262601 | 111.766347 | High_spent_Small_value_payments | 264.772718 | Standard | 291 |
| 33 | Engineer | 32473.000 | 4 | 5 | 6 | 0 | 14 | 3 | 8.57 | 3.0 | Good | 549.95 | 32.056194 | NM | 0.000000 | 0.000000 | High_spent_Large_value_payments | 484.220079 | Good | 252 |
| 35 | Media_Manager | 35292.240 | 3 | 3 | 8 | 2 | 17 | 6 | 7.35 | 2.0 | Standard | 996.99 | 34.480321 | No | 51.650268 | 201.489470 | Low_spent_Small_value_payments | 308.362262 | Standard | 268 |
| 19 | Accountant | 68893.590 | 3 | 7 | 2 | 4 | 16 | 14 | 2.53 | 5.0 | Good | 1054.24 | 28.988000 | No | 147.370028 | 376.818859 | Low_spent_Medium_value_payments | 354.724363 | Good | 0 |
| 26 | Teacher | 60363.500 | 3 | 7 | 5 | 0 | 8 | 3 | 2.38 | 0.0 | Good | 158.80 | 37.804083 | No | 0.000000 | 473.119166 | Low_spent_Medium_value_payments | 334.610001 | Good | 214 |
| 25 | Doctor | 125898.320 | 6 | 6 | 6 | 2 | 8 | 18 | 11.00 | 11.0 | Standard | 746.90 | 38.739074 | Yes | 139.826879 | 142.223060 | High_spent_Large_value_payments | 1014.502728 | Standard | 198 |
| 40 | Accountant | 73948.040 | 6 | 3 | 13 | 1 | 8 | 15 | 20.59 | 1.0 | Standard | 359.14 | 41.931118 | Yes | 58.016785 | 125.528047 | High_spent_Large_value_payments | 658.988835 | Standard | 316 |
| 18 | Entrepreneur | 57921.740 | 4 | 3 | 11 | 3 | 7 | 8 | 0.99 | 3.0 | Good | 978.88 | 30.324996 | No | 94.367313 | 383.513465 | Low_spent_Large_value_payments | 269.400389 | Good | 0 |
| 43 | Media_Manager | 38456.200 | 6 | 4 | 9 | 2 | 29 | 18 | 11.70 | 3.0 | Standard | 313.26 | 35.375393 | NM | 39.566841 | 181.244519 | Low_spent_Small_value_payments | 377.856973 | Standard | 295 |
| 20 | Entrepreneur | 33012.390 | 5 | 4 | 11 | 0 | 33 | 14 | 5.00 | 2.0 | Good | 917.25 | 39.367690 | No | 0.000000 | 196.642761 | Low_spent_Small_value_payments | 372.660489 | Standard | 345 |
| 37 | Architect | 41131.360 | 4 | 6 | 1 | 4 | 11 | 8 | 7.75 | 4.0 | Good | 499.67 | 38.256416 | No | 105.055197 | 43.524540 | High_spent_Large_value_payments | 450.381596 | Good | 244 |
| 26 | Accountant | 36190.170 | 5 | 3 | 10 | 0 | 11 | 7 | 2.96 | 2.0 | Good | 1406.85 | 26.518317 | No | 0.000000 | 108.908868 | High_spent_Medium_value_payments | 467.075882 | Good | 188 |
| 40 | Manager | 11795931.000 | 1 | 5 | 3 | 0 | 5 | 8 | 11.52 | 7.0 | Good | 579.90 | 36.904699 | No | 0.000000 | 170.381904 | Low_spent_Small_value_payments | 254.141555 | Standard | 251 |
| 35 | Architect | 89772.840 | 8 | 3 | 9 | 2 | 12 | 16 | 3.15 | 2.0 | Standard | 1177.54 | 29.548805 | No | 77.063097 | 777.452695 | Low_spent_Medium_value_payments | 189.091209 | Standard | 267 |
| 51 | Lawyer | 30635.830 | 3 | 5 | 13 | 4 | 20 | 13 | 5.29 | 0.0 | Standard | 349.58 | 32.759187 | No | 88.416373 | 0.000000 | Low_spent_Small_value_payments | 238.078474 | Standard | 331 |
| 44 | Musician | 27881.320 | 3 | 7 | 18 | 3 | 18 | 10 | 3.10 | 3.0 | Standard | 1264.51 | 35.834170 | No | 37.199326 | 146.462274 | Low_spent_Large_value_payments | 294.082732 | Standard | 253 |
| 54 | Scientist | 68845.360 | 4 | 5 | 11 | 2 | 27 | 9 | 7.55 | 0.0 | Good | 456.33 | 27.694887 | No | 99.900138 | 36.024762 | High_spent_Large_value_payments | 651.886433 | Standard | 244 |
| 25 | Developer | 12500.360 | 6 | 4 | 18 | 1 | 22 | 15 | 6.34 | 4.0 | Standard | 1406.78 | 37.736114 | Yes | 8.521817 | 52.532666 | High_spent_Small_value_payments | 277.815184 | Standard | 348 |
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