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ID | Описание | Дата |
---|---|---|
977d6060-7f4b-4775-a155-9525c8c0e216 | architect revolutionary models | 1973-07-21 |
9db5062f-3c8d-4731-8cbb-6f4cb23639b5 | syndicate back-end methodologies | 1983-05-02 |
e976a5f3-4d27-46fb-a6cc-b02261bab6d7 | synthesize innovative systems | 2019-08-23 |
3192938c-6d4f-4606-86d0-14533b50eac4 | seize user-centric infrastructures | 1971-04-07 |
fd5dc028-db66-4e41-812c-be6235a7087e | iterate cross-platform infrastructures | 2011-04-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Manager | 16953.985 | 4 | 5 | 4 | 2 | 1 | 4 | 10.64 | 2.0 | Good | 554.48 | 27.232453 | NM | 18.286009 | 53.310642 | High_spent_Medium_value_payments | 346.886557 | Poor | 329 |
18 | Scientist | 32594.760 | 2 | 2 | 11 | 3 | 8 | 5 | 7.54 | 1.0 | Good | 1146.39 | 39.858221 | No | 74.120731 | 153.022358 | Low_spent_Medium_value_payments | 348.779912 | Standard | 341 |
27 | Writer | 12723.325 | 4 | 7 | 13 | 3 | 12 | 8 | 8.81 | 0.0 | Standard | 387.78 | 28.261924 | No | 29.270265 | 22.536571 | High_spent_Large_value_payments | 306.520872 | Standard | 263 |
41 | Musician | 87027.660 | 1 | 6 | 5 | 3 | 29 | 6 | 10.96 | 1.0 | Good | 884.63 | 34.176736 | No | 139.934283 | 738.867748 | Low_spent_Small_value_payments | 160.628469 | Poor | 206 |
52 | Journalist | 22246.440 | 4 | 6 | 20 | 2 | 25 | 16 | 11.04 | 3.0 | Standard | 8.20 | 27.624052 | No | 28.446055 | 45.532552 | High_spent_Medium_value_payments | 348.208393 | Standard | 263 |
27 | Engineer | 114261.680 | 3 | 7 | 1 | 1 | 17 | 14 | 0.95 | 0.0 | Good | 337.64 | 37.264609 | No | 79.424360 | 144.085823 | High_spent_Large_value_payments | 948.570483 | Good | 190 |
41 | Journalist | 35733.690 | 4 | 3 | 11 | 2 | 13 | 5 | 2.71 | 2.0 | Good | 63.44 | 25.425295 | No | 44.650819 | 81.636788 | High_spent_Medium_value_payments | 419.093144 | Good | 382 |
52 | Journalist | 151696.320 | 4 | 2 | 10 | 0 | 5 | 7 | 8.05 | 3.0 | Good | 381.30 | 33.909230 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1041.952587 | Good | 358 |
41 | Journalist | 34216.850 | 4 | 5 | 12 | 0 | 25 | 18 | 12.41 | 11.0 | Standard | 1283.78 | 30.922733 | Yes | 0.000000 | 97.939500 | Low_spent_Small_value_payments | 463.900916 | Standard | 0 |
52 | Doctor | 60284.160 | 0 | 4 | 2 | 2 | 1 | 4 | 4.40 | 4.0 | Good | 1306.74 | 33.761547 | No | 67.929575 | 119.016431 | High_spent_Medium_value_payments | 578.421994 | Poor | 364 |
29 | Doctor | 102207.420 | 2 | 3 | 7 | 0 | 6 | 5 | 8.07 | 2.0 | Good | 911.23 | 37.372350 | NM | 0.000000 | 0.000000 | High_spent_Large_value_payments | 974.483921 | Good | 283 |
25 | Doctor | 35336.770 | 4 | 5 | 16 | 2 | 9 | 15 | 4.76 | 1.0 | Standard | 1172.87 | 29.209803 | No | 31.402438 | 54.148452 | High_spent_Small_value_payments | 463.822193 | Standard | 388 |
50 | Engineer | 53876.660 | 3 | 4 | 12 | 0 | 14 | 14 | 5.38 | 3.0 | Standard | 808.80 | 34.588466 | NM | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 580.577348 | Standard | 285 |
52 | Scientist | 51410.980 | 4 | 7 | 16 | 0 | 8 | 13 | 1.49 | 6.0 | Standard | 743.41 | 27.572059 | No | 0.000000 | 178.021973 | Low_spent_Medium_value_payments | 503.202860 | Poor | 326 |
36 | Entrepreneur | 77883.540 | 3 | 7 | 6 | 0 | 20 | 8 | 2.94 | 2.0 | Good | 656.57 | 33.377120 | No | 0.000000 | 140.589838 | High_spent_Medium_value_payments | 738.439662 | Good | 362 |
46 | Journalist | 21252.830 | 4 | 5 | 9 | 2 | 27 | 9 | 6.32 | 2.0 | Good | 261.57 | 36.839628 | No | 32.270225 | 67.483420 | Low_spent_Small_value_payments | 368.053272 | Good | 319 |
36 | Architect | 33868.830 | 5 | 3 | 16 | 4 | 11 | 13 | 8.20 | 7.0 | Standard | 664.61 | 30.963271 | Yes | 56.467571 | 0.000000 | Low_spent_Small_value_payments | 402.017854 | Standard | 130 |
27 | Developer | 25290.870 | 3 | 5 | 17 | 3 | 8 | 12 | 17.10 | 4.0 | Standard | 340.65 | 32.865090 | Yes | 59.866934 | 43.746413 | High_spent_Small_value_payments | 343.243903 | Standard | 256 |
28 | Entrepreneur | 14817.665 | 6 | 5 | 7 | 2 | 25 | 0 | 1.29 | 2.0 | Good | 1150.18 | 28.887919 | No | 13.269100 | 94.147379 | Low_spent_Small_value_payments | 317.764062 | Poor | 295 |
50 | Mechanic | 36549.680 | 0 | 5 | 12 | 0 | 15 | 7 | 4.58 | 4.0 | Good | 1051.86 | 35.563148 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 509.525369 | Standard | 270 |
14 | Musician | 70097.540 | 5 | 5 | 20 | 1 | 35 | 9 | 13.02 | 7.0 | Standard | 229.36 | 26.382791 | Yes | 53.383301 | 207.415777 | Low_spent_Large_value_payments | 594.247089 | Standard | 368 |
39 | Manager | 17532.550 | 4 | 9 | 31 | 3 | 10 | 7 | 20.25 | 12.0 | Standard | 1347.44 | 26.439302 | Yes | 22.870778 | 100.219256 | Low_spent_Small_value_payments | 334.414549 | Poor | 102 |
43 | Journalist | 24127.220 | 8 | 5 | 7 | 0 | 23 | 0 | 7.50 | 0.0 | Standard | 1158.96 | 26.556399 | No | 0.000000 | 130.617678 | Low_spent_Large_value_payments | 315.942488 | Standard | 365 |
54 | Developer | 12741.580 | 5 | 7 | 9 | 3 | 25 | 19 | 9.40 | 2.0 | Good | 530.93 | 32.144379 | No | 28.731829 | 0.000000 | Low_spent_Small_value_payments | 220.893359 | Poor | 344 |
20 | Developer | 39448.670 | 1 | 5 | 9 | 1 | 4 | 3 | 10.82 | 4.0 | Good | 544.19 | 31.759183 | No | 22.764457 | 191.747224 | High_spent_Small_value_payments | 385.527236 | Standard | 275 |
51 | Engineer | 13738.735 | 6 | 5 | 11 | 4 | 21 | 0 | 2.92 | 2.0 | Standard | 365.03 | 40.835081 | No | 44.646661 | 35.653837 | Low_spent_Medium_value_payments | 332.588960 | Standard | 282 |
46 | Writer | 31933.890 | 4 | 3 | 11 | 1 | 13 | 11 | 7.18 | 1.0 | Good | 198.25 | 33.442451 | No | 16.522688 | 108.496491 | Low_spent_Large_value_payments | 413.496571 | Standard | 224 |
42 | Musician | 68088.150 | 7 | 7 | 10 | 1 | 9 | 18 | 4.25 | 2.0 | Standard | 1429.03 | 31.182113 | No | 42.393769 | 683.240686 | Low_spent_Small_value_payments | 148.566795 | Standard | 258 |
41 | Musician | 21671.530 | 6 | 7 | 11 | 2 | 27 | 13 | 22.59 | 0.0 | Standard | 1420.13 | 22.899691 | Yes | 20.703203 | 51.751833 | High_spent_Medium_value_payments | 341.941048 | Standard | 388 |
25 | Writer | 57327.300 | 4 | 3 | 17 | 0 | 27 | 9 | 11.36 | 5.0 | Standard | 1319.42 | 25.782958 | No | 0.000000 | 471.632889 | Low_spent_Medium_value_payments | 268.894611 | Standard | 192 |
35 | Manager | 31503.240 | 0 | 5 | 6 | 0 | 15 | 9 | 5.47 | 1.0 | Good | 628.79 | 29.402993 | No | 0.000000 | 154.088105 | High_spent_Small_value_payments | 397.038895 | Good | 382 |
28 | Manager | 32825.810 | 2 | 7 | 3 | 4 | 15 | 5 | 1.94 | 6.0 | Good | 1035.24 | 38.808888 | No | 64.305575 | 242.526853 | Low_spent_Small_value_payments | 248.115989 | Standard | 333 |
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