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ID | Описание | Дата |
---|---|---|
d3d97835-c74d-4c62-884f-607b52680016 | orchestrate rich ROI | 2025-06-11 |
3da7f8d1-70ef-4e8d-b5d1-9751e02d985d | synthesize value-added web services | 1979-11-07 |
5dac4664-0dc5-4d82-a753-8a815fc3906e | e-enable cutting-edge schemas | 1971-02-24 |
90a7741e-6ecc-4a6c-9c90-aebb0eac7c98 | visualize clicks-and-mortar channels | 2022-07-15 |
11b3a35b-8ea9-4f14-9b1c-d959058fd1e3 | brand one-to-one experiences | 1976-07-04 |
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 | 16 | 8.90 | 5.0 | Standard | 96.31 | 30.345857 | Yes | 50.714455 | 142.730410 | Low_spent_Medium_value_payments | 350.266301 | Standard | 116 |
49 | Architect | 28446.580 | 3 | 5 | 5 | 4 | 2 | 8 | 7.12 | 4.0 | Good | 640.40 | 26.378496 | No | 66.064027 | 31.550855 | High_spent_Large_value_payments | 402.139952 | Good | 326 |
22 | Scientist | 27347.900 | 8 | 3 | 7 | 1 | 10 | 8 | 15.54 | 6.0 | Standard | 1274.89 | 38.142340 | Yes | 13.306163 | 103.749723 | High_spent_Medium_value_payments | 382.943281 | Standard | 152 |
31 | Media_Manager | 3917169.000 | 5 | 3 | 22 | 7 | 18 | 18 | 9.75 | 5.0 | Standard | 1317.34 | 35.559755 | Yes | 177.373033 | 259.201431 | Low_spent_Small_value_payments | 90.186202 | Standard | 174 |
49 | Writer | 86186.370 | 7 | 3 | 10 | 3 | 27 | 0 | 10.39 | 1.0 | Standard | 524.53 | 25.826357 | NM | 192.396199 | 643.866730 | Low_spent_Medium_value_payments | 187.556821 | Standard | 182 |
22 | Manager | 43311.840 | 3 | 4 | 9 | 3 | 14 | 8 | 2.78 | 1.0 | Good | 951.78 | 25.740644 | No | 73.549044 | 84.437839 | High_spent_Medium_value_payments | 479.945117 | Standard | 279 |
29 | Writer | 27403.020 | 5 | 6 | 5 | 4 | 18 | 8 | 7.25 | 2.0 | Standard | 1060.13 | 30.961670 | NM | 75.224359 | 83.791494 | High_spent_Medium_value_payments | 296.442647 | Good | 359 |
45 | Teacher | 75042.720 | 6 | 3 | 13 | 2 | 7 | 9 | 15.65 | 7.0 | Standard | 417.62 | 36.937705 | Yes | 105.684175 | 127.288878 | High_spent_Medium_value_payments | 665.482947 | Standard | 210 |
16 | Lawyer | 16724.855 | 7 | 4 | 11 | 2 | 6 | 0 | 7.27 | 5.0 | Standard | 1008.14 | 39.471778 | Yes | 18.492571 | 164.576860 | Low_spent_Small_value_payments | 256.004360 | Good | 238 |
44 | Writer | 42811.360 | 5 | 3 | 18 | 4 | 22 | 12 | 2.65 | 5.0 | Standard | 742.29 | 26.549481 | No | 74.606950 | 40.686938 | High_spent_Medium_value_payments | 517.267446 | Standard | 304 |
30 | Scientist | 40566.320 | 4 | 7 | 20 | 3 | 21 | 20 | 8.92 | 10.0 | Standard | 1366.41 | 27.991383 | Yes | 78.290053 | 92.152128 | High_spent_Medium_value_payments | 429.410486 | Poor | 0 |
24 | Entrepreneur | 129233.520 | 6 | 4 | 8 | 1 | 13 | 9 | 16.92 | 0.0 | Standard | 1051.42 | 27.397433 | No | 75.602221 | 428.266383 | High_spent_Medium_value_payments | 847.277396 | Poor | 320 |
16 | Writer | 58012.880 | 7 | 4 | 8 | 6 | 12 | 14 | 11.34 | 5.0 | Standard | 168.33 | 30.853705 | Yes | 181.026583 | 414.747738 | Low_spent_Small_value_payments | 196.566347 | Standard | 219 |
36 | Doctor | 33905.670 | 8 | 6 | 16 | 4 | 5 | 10 | 15.03 | 7.0 | Standard | 1425.20 | 28.592762 | Yes | 67.141860 | 94.124617 | Low_spent_Small_value_payments | 382.880773 | Standard | 201 |
53 | Accountant | 16476.040 | 1 | 3 | 11 | 0 | 7 | 8 | 8.94 | 4.0 | Good | 303.07 | 24.729390 | No | 0.000000 | 67.470167 | Low_spent_Small_value_payments | 333.130166 | Poor | 198 |
24 | Scientist | 32669.330 | 3 | 4 | 7 | 1 | 15 | 14 | 1.70 | 2.0 | Standard | 154.63 | 35.737719 | No | 16.366981 | 36.098382 | High_spent_Large_value_payments | 472.579053 | Standard | 227 |
20 | Journalist | 63515.920 | 3 | 7 | 3 | 1 | 3 | 0 | 0.65 | 4.0 | Good | 609.25 | 31.525765 | No | 29.289365 | 0.000000 | High_spent_Medium_value_payments | 633.887675 | Standard | 371 |
29 | Lawyer | 20637.200 | 4 | 5 | 14 | 4 | 15 | 18 | 9.74 | 2.0 | Standard | 1387.48 | 32.711311 | Yes | 68.574904 | 28.152826 | High_spent_Large_value_payments | 310.148936 | Standard | 0 |
50 | Teacher | 36372.210 | 5 | 4 | 5 | 4 | 9 | 8 | 11.78 | 5.0 | Good | 1455.94 | 27.522382 | No | 105.797374 | 92.374041 | High_spent_Medium_value_payments | 378.730335 | Standard | 317 |
50 | Entrepreneur | 32420.820 | 3 | 4 | 14 | 4 | 5 | 19 | 5.68 | 3.0 | Standard | 873.63 | 28.878063 | Yes | 105.130976 | 95.929405 | High_spent_Medium_value_payments | 309.513119 | Standard | 0 |
49 | Writer | 39491.260 | 7 | 5 | 9 | 0 | 4 | 0 | 1.10 | 3.0 | Standard | 730.89 | 33.238640 | Yes | 0.000000 | 63.078775 | High_spent_Large_value_payments | 489.915059 | Standard | 218 |
30 | Lawyer | 38735.570 | 2 | 4 | 3 | 2 | 15 | 11 | 8.06 | 2.0 | Good | 800.94 | 38.541283 | No | 43.943751 | 28.603161 | High_spent_Large_value_payments | 486.249505 | Good | 205 |
50 | Journalist | 30199.190 | 2 | 2 | 4 | 4 | 5 | 8 | 0.00 | 2.0 | Good | 1421.82 | 32.039823 | No | 51.407166 | 104.144853 | Low_spent_Medium_value_payments | 398.607897 | Good | 322 |
24 | Media_Manager | 138079.960 | 2 | 4 | 8 | 0 | 7 | 10 | 9.87 | 4.0 | Good | 637.14 | 29.173481 | No | 0.000000 | 547.311032 | Low_spent_Medium_value_payments | 867.655301 | Poor | 359 |
35 | Media_Manager | 95111.100 | 5 | 2 | 12 | 1 | 4 | 3 | 11.65 | 0.0 | Good | 467.35 | 25.521586 | No | 75.390156 | 393.616361 | Low_spent_Large_value_payments | 573.485983 | Good | 246 |
25 | Doctor | 28337.760 | 0 | 5 | 1 | 1 | 4 | 10 | 2.23 | 4.0 | Good | 680.16 | 32.116640 | No | 152.137555 | 48.485443 | High_spent_Small_value_payments | 404.934733 | Standard | 0 |
25 | Architect | 11586.360 | 5 | 5 | 17 | 2 | 25 | 11 | 12.03 | 6.0 | Standard | 1269.23 | 25.485424 | Yes | 10.858205 | 50.947458 | Low_spent_Small_value_payments | 342.347337 | Standard | 0 |
30 | Developer | 68790.220 | 3 | 5 | 6 | 3 | 0 | 10 | 8.38 | 3.0 | Good | 399.79 | 37.897831 | No | 163.410256 | 544.572929 | Low_spent_Small_value_payments | 169.268648 | Good | 325 |
37 | Entrepreneur | 81367.120 | 5 | 5 | 7 | 2 | 12 | 13 | 4.78 | 1.0 | Standard | 1039.70 | 38.247043 | No | 100.275316 | 149.876871 | High_spent_Large_value_payments | 684.207146 | Standard | 299 |
33 | Manager | 20223.000 | 6 | 8 | 15 | 5 | 10 | 15 | 15.03 | 11.0 | Standard | 393.55 | 31.551314 | NM | 73.644675 | 143.780713 | Low_spent_Small_value_payments | 233.999612 | Poor | 88 |
44 | Lawyer | 42671.510 | 1 | 1 | 10 | 4 | 6 | 10 | 7.28 | 1.0 | Good | 132.87 | 39.542808 | NM | 87.777403 | 0.000000 | High_spent_Small_value_payments | 390.682101 | Good | 223 |
24 | Architect | 11834.645 | 5 | 7 | 10 | 2 | 27 | 13 | 15.62 | 10.0 | Standard | 1095.90 | 37.605690 | Yes | 11.089575 | 13.713823 | High_spent_Large_value_payments | 284.018644 | Good | 165 |
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