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| ID | Описание | Дата |
|---|---|---|
| 0cd14523-5bdc-44e6-9d23-2820d74a189c | optimize virtual platforms | 1978-08-15 |
| e0352015-c406-441e-ba2f-785150ea2dd4 | utilize user-centric web services | 2020-09-26 |
| 55ffa11a-c487-4186-a8f7-78d719a985f0 | harness cross-media niches | 1986-01-07 |
| 37b979af-94e6-4ede-b256-255f65f3555e | synergize seamless networks | 2024-01-14 |
| febd799a-1448-4a4a-a87e-0f664a920b08 | scale bleeding-edge interfaces | 1988-06-07 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | Entrepreneur | 60552.760 | 3 | 7 | 12 | 3 | 27 | 11 | 5.72 | 4.0 | Good | 463.07 | 29.362791 | No | 111.728820 | 78.300531 | High_spent_Medium_value_payments | 554.976983 | Poor | 231 |
| 43 | Developer | 99565.360 | 8 | 5 | 20 | 0 | 22 | 8 | 18.45 | 6.0 | Standard | 551.66 | 33.506737 | Yes | 0.000000 | 134.383214 | High_spent_Medium_value_payments | 953.328119 | Standard | 278 |
| 34 | Musician | 107275.710 | 6 | 7 | 6 | 0 | 18 | 10 | 7.28 | 5.0 | Good | 174.76 | 40.295892 | NM | 0.000000 | 794.627379 | Low_spent_Medium_value_payments | 404.236871 | Good | 212 |
| 28 | Developer | 133949.360 | 5 | 5 | 8 | 0 | 0 | 0 | 2.38 | 5.0 | Good | 1454.68 | 43.443437 | NM | 0.000000 | 690.787652 | Low_spent_Large_value_payments | 705.457014 | Standard | 221 |
| 32 | Engineer | 38698.640 | 7 | 6 | 16 | 7 | 35 | 17 | 3.18 | 10.0 | Bad | 1371.12 | 27.935647 | Yes | 128.806760 | 46.597175 | High_spent_Medium_value_payments | 408.184732 | Poor | 116 |
| 41 | Musician | 14096.440 | 9 | 7 | 28 | 8 | 26 | 15 | 1.27 | 12.0 | Bad | 1398.28 | 35.507007 | Yes | 166.651431 | 80.111566 | Low_spent_Small_value_payments | 241.951075 | Standard | 204 |
| 31 | Accountant | 81166.860 | 7 | 4 | 7 | 2 | 15 | 14 | 4.50 | 8.0 | Standard | 1353.18 | 35.136584 | Yes | 135.104484 | 278.645371 | High_spent_Medium_value_payments | 509.840645 | Standard | 137 |
| 29 | Developer | 31135.370 | 3 | 5 | 9 | 0 | 24 | 8 | 4.52 | 2.0 | Good | 1112.57 | 36.078652 | No | 0.000000 | 164.600816 | Low_spent_Small_value_payments | 375.460600 | Poor | 333 |
| 44 | Doctor | 86902.590 | 5 | 4 | 12 | 4 | 18 | 9 | 7.85 | 4.0 | Standard | 746.14 | 28.130642 | Yes | 170.648817 | 584.152081 | Low_spent_Medium_value_payments | 225.787351 | Standard | 93 |
| 27 | Lawyer | 28256.630 | 7 | 7 | 5 | 1 | 17 | 18 | 3.93 | 1.0 | Good | 66.47 | 31.083071 | No | 12.342460 | 69.894694 | Low_spent_Large_value_payments | 431.834763 | Good | 265 |
| 21 | Doctor | 100681.410 | 5 | 4 | 8 | 2 | 22 | 10 | 8.00 | 2.0 | Standard | 476.37 | 30.758891 | Yes | 145.996751 | 334.732411 | Low_spent_Medium_value_payments | 660.082587 | Standard | 290 |
| 17 | Writer | 61266.630 | 4 | 6 | 15 | 2 | 13 | 13 | 11.45 | 7.0 | Standard | 570.58 | 25.141879 | Yes | 74.693874 | 187.370928 | High_spent_Medium_value_payments | 517.590448 | Standard | 115 |
| 40 | Mechanic | 40806.350 | 3 | 7 | 12 | 2 | 7 | 5 | 0.96 | 3.0 | Good | 595.20 | 29.255033 | No | 44.197869 | 104.164521 | High_spent_Medium_value_payments | 463.490527 | Standard | 372 |
| 29 | Accountant | 8865.630 | 8 | 4 | 16 | 3 | 3 | 10 | 17.22 | 7.0 | Standard | 7.64 | 33.937800 | Yes | 13.338408 | 22.244559 | High_spent_Small_value_payments | 291.497282 | Standard | 136 |
| 32 | Journalist | 135107.760 | 6 | 4 | 12 | 3 | 10 | 14 | 7.13 | 4.0 | Standard | 763.74 | 36.024528 | No | 193.883842 | 287.677563 | High_spent_Large_value_payments | 886.136596 | Standard | 298 |
| 36 | Writer | 75306.680 | 2 | 4 | 6 | 3 | 3 | 1 | 1.43 | 2.0 | Good | 103.22 | 33.903315 | No | 158.607402 | 362.129755 | High_spent_Small_value_payments | 372.018510 | Standard | 375 |
| 43 | Musician | 15824.930 | 4 | 7 | 9 | 0 | 13 | 12 | 6.98 | 0.0 | Good | 345.23 | 32.907974 | No | 0.000000 | 108.856864 | Low_spent_Small_value_payments | 301.917552 | Standard | 0 |
| 30 | Doctor | 48644.800 | 6 | 6 | 5 | 4 | 7 | 13 | 4.12 | 2.0 | Standard | 539.35 | 37.982570 | NM | 121.558671 | 102.679140 | High_spent_Large_value_payments | 430.035522 | Standard | 377 |
| 48 | Engineer | 34053.280 | 3 | 6 | 5 | 3 | 5 | 7 | 5.81 | 3.0 | Good | 1033.06 | 35.908704 | No | 72.563969 | 330.002316 | Low_spent_Small_value_payments | 165.711048 | Good | 391 |
| 27 | Scientist | 58728.060 | 8 | 5 | 18 | 5 | 8 | 18 | 13.13 | 8.0 | Standard | 1272.79 | 34.006845 | Yes | 129.832823 | 577.812319 | Low_spent_Small_value_payments | 71.555358 | Poor | 220 |
| 33 | Architect | 43995.490 | 4 | 5 | 5 | 0 | 15 | 7 | 5.74 | 3.0 | Good | 864.60 | 28.784780 | No | 0.000000 | 33.311380 | High_spent_Large_value_payments | 599.417703 | Poor | 304 |
| 29 | Journalist | 9869.175 | 7 | 7 | 19 | 0 | 15 | 16 | 17.66 | 0.0 | Standard | 274.65 | 36.213837 | Yes | 0.000000 | 46.709312 | Low_spent_Small_value_payments | 296.933813 | Standard | 389 |
| 42 | Lawyer | 74614.640 | 5 | 6 | 4 | 1 | 9 | 0 | 4.60 | 5.0 | Good | 879.62 | 34.457538 | No | 40.215897 | 421.672554 | High_spent_Small_value_payments | 418.700216 | Standard | 0 |
| 38 | Accountant | 42588.140 | 7 | 3 | 6 | 0 | 25 | 19 | 0.89 | 4.0 | Standard | 751.44 | 36.614470 | NM | 0.000000 | 204.618703 | Low_spent_Small_value_payments | 422.182464 | Standard | 237 |
| 17 | Accountant | 7596.060 | 6 | 6 | 17 | 4 | 26 | 18 | 16.19 | 7.0 | Standard | 1357.91 | 25.475526 | Yes | 17.436603 | 46.867690 | High_spent_Small_value_payments | 287.596208 | Standard | 98 |
| 18 | Accountant | 34849.620 | 3 | 5 | 2 | 2 | 10 | 0 | 10.76 | 3.0 | Good | 1181.00 | 24.289558 | No | 53.743587 | 115.474779 | High_spent_Medium_value_payments | 400.995135 | Good | 332 |
| 37 | Engineer | 46929.570 | 6 | 9 | 27 | 5 | 22 | 12 | 12.29 | 12.0 | Standard | 1328.98 | 36.405977 | Yes | 164.710837 | 147.818027 | High_spent_Small_value_payments | 357.450886 | Poor | 95 |
| 50 | Musician | 59555.680 | 3 | 5 | 6 | 2 | 10 | 8 | 15.81 | 0.0 | Standard | 1384.55 | 33.675006 | Yes | 75.001547 | 317.660115 | High_spent_Small_value_payments | 333.735671 | Standard | 364 |
| 36 | Teacher | 87474.240 | 4 | 7 | 20 | 0 | 12 | 10 | 9.79 | 0.0 | Standard | 797.03 | 29.251875 | No | 0.000000 | 358.489029 | Low_spent_Medium_value_payments | 654.062971 | Standard | 296 |
| 21 | Architect | 19436.305 | 4 | 2 | 8 | 4 | 4 | 4 | 5.64 | 0.0 | Good | 244.27 | 25.686353 | No | 32.445394 | 116.591495 | Low_spent_Large_value_payments | 305.932319 | Standard | 302 |
| 43 | Scientist | 113402.790 | 3 | 7 | 2 | 2 | 12 | 7 | 6.94 | 4.0 | Good | 171.78 | 34.822130 | No | 156.674441 | 194.771504 | High_spent_Large_value_payments | 859.277306 | Poor | 342 |
| 28 | Manager | 90781.530 | 7 | 7 | 6 | 0 | 25 | 15 | 17.36 | 4.0 | Standard | 494.51 | 30.083418 | NM | 0.000000 | 797.356709 | Low_spent_Small_value_payments | 243.156041 | Standard | 232 |
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