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| ID | Описание | Дата |
|---|---|---|
| c60a9366-65d7-44a3-99ef-4283ba0704df | innovate ubiquitous relationships | 2024-05-17 |
| 4da67da0-79e0-443d-8e96-c733e9e97d5c | brand compelling metrics | 2002-05-04 |
| c11508e7-8d13-4fd8-b99b-93ea8ce674ca | reinvent web-enabled paradigms | 2012-01-03 |
| 9909bc1c-259d-4d96-8292-eec36953cc2a | leverage dot-com e-markets | 1981-06-14 |
| 511748c8-314c-4d7b-87f3-b74c389c96eb | utilize integrated markets | 2023-01-18 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | Mechanic | 36490.980 | 4 | 5 | 8 | 4 | 21 | 19 | 2.75 | 7.0 | Standard | 581.05 | 25.179903 | Yes | 92.351584 | 50.748274 | High_spent_Medium_value_payments | 389.791642 | Standard | 145 |
| 28 | Media_Manager | 50173.540 | 6 | 4 | 11 | 3 | 19 | 0 | 5.09 | 1.0 | Standard | 293.88 | 37.837289 | No | 105.305290 | 117.304740 | High_spent_Medium_value_payments | 459.702803 | Standard | 301 |
| 26 | Doctor | 163380.760 | 3 | 3 | 10 | 2 | 9 | 0 | 3.91 | 4.0 | Good | 340.43 | 31.105020 | No | 198.632566 | 779.341195 | High_spent_Small_value_payments | 626.632573 | Poor | 247 |
| 42 | Journalist | 71695.680 | 3 | 6 | 19 | 2 | 5 | 10 | 13.57 | 1.0 | Standard | 529.91 | 30.501681 | Yes | 94.633427 | 38.886391 | High_spent_Large_value_payments | 679.944182 | Standard | 289 |
| 25 | Mechanic | 21339.420 | 7 | 7 | 20 | 0 | 5 | 20 | 10.48 | 5.0 | Standard | 570.25 | 32.616970 | Yes | 0.000000 | 119.661761 | High_spent_Small_value_payments | 344.166739 | Standard | 395 |
| 54 | Engineer | 114588.400 | 5 | 7 | 20 | 0 | 20 | 17 | 17.21 | 5.0 | Standard | 941.85 | 38.892499 | Yes | 0.000000 | 189.317425 | High_spent_Medium_value_payments | 994.485908 | Standard | 398 |
| 45 | Lawyer | 26733.390 | 8 | 6 | 9 | 4 | 18 | 12 | 10.97 | 1.0 | Good | 1413.64 | 30.567729 | No | 49.942172 | 68.930736 | Low_spent_Large_value_payments | 358.305342 | Good | 309 |
| 28 | Engineer | 19370.480 | 6 | 3 | 10 | 3 | 10 | 18 | 5.58 | 6.0 | Standard | 482.47 | 39.820229 | No | 40.238899 | 43.152841 | Low_spent_Large_value_payments | 369.428927 | Standard | 259 |
| 24 | Developer | 126664.280 | 7 | 7 | 18 | 2 | 18 | 7 | 8.84 | 12.0 | Standard | 270.36 | 44.028316 | Yes | 149.180572 | 222.676552 | High_spent_Large_value_payments | 915.578543 | Poor | 392 |
| 44 | Entrepreneur | 57180.880 | 3 | 4 | 9 | 0 | 7 | 10 | 3.89 | 2.0 | Good | 1126.79 | 24.746054 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 607.328461 | Poor | 238 |
| 52 | Manager | 77906.250 | 3 | 5 | 5 | 4 | 26 | 15 | 11.47 | 2.0 | Good | 583.40 | 36.149521 | No | 173.568558 | 232.890060 | High_spent_Medium_value_payments | 483.460132 | Good | 218 |
| 28 | Engineer | 43518.870 | 8 | 7 | 7 | 6 | 29 | 13 | 18.82 | 5.0 | Standard | 1284.78 | 26.266468 | Yes | 183.183267 | 303.569546 | Low_spent_Small_value_payments | 160.004437 | Standard | 99 |
| 32 | Lawyer | 34612.260 | 3 | 5 | 6 | 2 | 7 | 7 | 9.48 | 1.0 | Good | 122.92 | 37.595665 | No | 40.564034 | 55.494842 | High_spent_Large_value_payments | 418.476624 | Good | 191 |
| 33 | Engineer | 156429.520 | 5 | 3 | 3 | 2 | 7 | 8 | 9.73 | 6.0 | Good | 1178.89 | 36.584857 | No | 179.176069 | 278.764046 | High_spent_Large_value_payments | 1077.639219 | Poor | 239 |
| 48 | Writer | 97164.600 | 3 | 5 | 18 | 3 | 9 | 20 | 13.53 | 1.0 | Standard | 1095.37 | 38.431440 | NM | 124.339944 | 66.741900 | High_spent_Large_value_payments | 865.623156 | Standard | 339 |
| 41 | Lawyer | 22125.960 | 2 | 4 | 12 | 4 | 15 | 5 | 0.69 | 2.0 | Good | 828.16 | 32.890961 | No | 66.210114 | 0.000000 | Low_spent_Large_value_payments | 266.791713 | Good | 277 |
| 55 | Musician | 35234.990 | 3 | 5 | 8 | 2 | 8 | 7 | 9.89 | 4.0 | Good | 1369.84 | 24.070278 | No | 46.847498 | 80.503844 | High_spent_Small_value_payments | 415.373575 | Good | 190 |
| 47 | Scientist | 63199.960 | 0 | 5 | 1 | 0 | 0 | 9 | 11.01 | 7.0 | Good | 1435.61 | 34.015861 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 538.757981 | Standard | 187 |
| 33 | Accountant | 14021.495 | 7 | 5 | 16 | 2 | 25 | 17 | 11.19 | 11.0 | Standard | 263.51 | 28.525113 | Yes | 13.546538 | 63.970719 | Low_spent_Large_value_payments | 300.228534 | Standard | 159 |
| 28 | Lawyer | 110138.400 | 4 | 3 | 11 | 3 | 16 | 13 | 1.03 | 5.0 | Standard | 586.89 | 36.818340 | No | 178.187063 | 615.502882 | Low_spent_Medium_value_payments | 428.230055 | Good | 258 |
| 50 | Entrepreneur | 34689.260 | 7 | 3 | 18 | 0 | 17 | 15 | 7.55 | 1.0 | Standard | 430.60 | 40.553250 | Yes | 0.000000 | 59.085419 | High_spent_Small_value_payments | 461.791747 | Standard | 326 |
| 21 | Teacher | 21825.320 | 4 | 5 | 12 | 4 | 16 | 8 | 7.73 | 1.0 | Standard | 428.44 | 39.887071 | No | 62.660412 | 54.769569 | High_spent_Medium_value_payments | 341.447686 | Standard | 374 |
| 20 | Engineer | 60489.880 | 4 | 5 | 5 | 2 | 5 | 12 | 9.48 | 4.0 | Standard | 465.98 | 26.877637 | No | 88.907345 | 119.802939 | High_spent_Medium_value_payments | 540.972049 | Standard | 303 |
| 48 | Doctor | 34766.910 | 8 | 5 | 3 | 3 | 26 | 18 | 3.95 | 2.0 | Standard | 217.50 | 31.637127 | No | 76.908219 | 349.420527 | Low_spent_Small_value_payments | 142.695504 | Standard | 230 |
| 31 | Teacher | 68538.880 | 3 | 3 | 12 | 0 | 18 | 15 | 7.32 | 3.0 | Standard | 152.38 | 40.571111 | No | 0.000000 | 125.686753 | High_spent_Medium_value_payments | 680.570580 | Standard | 329 |
| 56 | Lawyer | 27061.840 | 4 | 5 | 11 | 3 | 27 | 17 | 5.01 | 2.0 | Standard | 936.10 | 34.886716 | Yes | 44.001292 | 197.307494 | Low_spent_Large_value_payments | 243.506547 | Poor | 231 |
| 23 | Lawyer | 110603.940 | 5 | 7 | 12 | 1 | 27 | 13 | 5.75 | 1.0 | Standard | 805.01 | 36.429844 | No | 68.791602 | 794.865456 | Low_spent_Medium_value_payments | 362.742442 | Standard | 0 |
| 27 | Writer | 152104.680 | 2 | 3 | 11 | 1 | 13 | 6 | 0.76 | 2.0 | Good | 370.63 | 27.018755 | NM | 114.703092 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Good | 284 |
| 22 | Media_Manager | 73543.180 | 6 | 3 | 11 | 0 | 26 | 12 | 8.69 | 5.0 | Standard | 1090.21 | 26.126407 | Yes | 0.000000 | 278.542019 | Low_spent_Small_value_payments | 615.317815 | Standard | 207 |
| 28 | Writer | 62253.540 | 4 | 5 | 10 | 4 | 8 | 5 | 7.55 | 0.0 | Good | 355.34 | 37.048966 | No | 181.082180 | 98.042379 | High_spent_Medium_value_payments | 493.254942 | Poor | 358 |
| 30 | Architect | 129605.520 | 3 | 4 | 11 | 1 | 13 | 4 | 1.78 | 2.0 | Good | 1078.62 | 32.023929 | No | 82.440794 | 205.208560 | High_spent_Large_value_payments | 1035.796647 | Standard | 250 |
| 19 | Lawyer | 42903.790 | 0 | 4 | 6 | 1 | 14 | 0 | 5.10 | 1.0 | Good | 1079.48 | 35.123480 | No | 34.975457 | 240.873798 | Low_spent_Medium_value_payments | 350.982329 | Good | 343 |
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