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ID | Описание | Дата |
---|---|---|
5e97c6c6-818e-45e7-828f-d8fcd3e3e64b | maximize rich markets | 1988-06-23 |
f1ea924b-07c8-4059-b9c0-d9df795d0583 | scale best-of-breed infrastructures | 1984-01-30 |
82a289ef-75d5-4b43-bb3c-d9715e47e60b | embrace cutting-edge content | 1983-10-28 |
b2162242-dd4c-45c2-9d1b-c72060d388f7 | grow 24/7 channels | 2007-08-23 |
cded8c28-9ea3-420d-9807-5f083c893be8 | re-intermediate intuitive platforms | 2011-09-25 |
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 | Mechanic | 18681.465 | 2 | 3 | 9 | 2 | 6 | 0 | 3.90 | 3.0 | Good | 327.88 | 24.188799 | No | 24.821425 | 90.575336 | Low_spent_Small_value_payments | 333.082114 | Standard | 372 |
38 | Manager | 83355.330 | 6 | 4 | 8 | 2 | 12 | 14 | 8.07 | 2.0 | Standard | 677.27 | 34.617855 | NM | 75.969573 | 571.535145 | Low_spent_Medium_value_payments | 353.323032 | Standard | 355 |
55 | Journalist | 44034.820 | 2 | 5 | 10 | 3 | 0 | 0 | 9.33 | 3.0 | Good | 670.05 | 29.585208 | NM | 97.758071 | 40.856707 | High_spent_Medium_value_payments | 468.242055 | Good | 387 |
29 | Entrepreneur | 38577.600 | 9 | 10 | 20 | 2 | 37 | 25 | 7.03 | 6.0 | Bad | 1312.04 | 31.355617 | Yes | 36.437576 | 57.510789 | High_spent_Medium_value_payments | 503.031635 | Poor | 157 |
43 | Teacher | 63839.460 | 7 | 6 | 20 | 3 | 11 | 17 | 12.33 | 4.0 | Standard | 733.20 | 32.444793 | Yes | 98.749615 | 102.188848 | High_spent_Medium_value_payments | 579.557037 | Standard | 224 |
41 | Doctor | 30416.280 | 5 | 4 | 4 | 0 | 15 | 0 | 1.33 | 3.0 | Good | 1021.07 | 24.373083 | No | 0.000000 | 97.111935 | Low_spent_Small_value_payments | 427.557065 | Good | 0 |
42 | Teacher | 40225.320 | 0 | 5 | 11 | 1 | 11 | 1 | 8.02 | 8.0 | Good | 674.01 | 38.963066 | No | 18.377422 | 0.000000 | Low_spent_Medium_value_payments | 375.108556 | Standard | 189 |
49 | Entrepreneur | 44955.640 | 4 | 6 | 20 | 0 | 25 | 9 | 17.20 | 4.0 | Standard | 766.63 | 31.738358 | Yes | 0.000000 | 354.987422 | Low_spent_Small_value_payments | 322.842912 | Standard | 203 |
26 | Entrepreneur | 26299.080 | 3 | 7 | 9 | 3 | 23 | 13 | 5.07 | 1.0 | Standard | 397.04 | 34.445292 | Yes | 41.098674 | 81.632933 | Low_spent_Large_value_payments | 396.327393 | Standard | 350 |
41 | Journalist | 23900.410 | 3 | 5 | 20 | 4 | 7 | 7 | 11.54 | 5.0 | Standard | 234.73 | 27.365947 | Yes | 68.038376 | 173.803537 | Low_spent_Medium_value_payments | 214.928171 | Standard | 239 |
33 | Mechanic | 101342.200 | 2 | 3 | 14 | 2 | 9 | 19 | 14.46 | 9.0 | Standard | 828.02 | 32.628156 | Yes | 114.329989 | 0.000000 | High_spent_Large_value_payments | 839.575060 | Standard | 89 |
30 | Teacher | 18965.350 | 10 | 7 | 20 | 3 | 21 | 19 | 7.33 | 6.0 | Bad | 1490.81 | 24.760133 | Yes | 43.936110 | 62.430352 | Low_spent_Small_value_payments | 315.378122 | Poor | 89 |
44 | Architect | 106815.540 | 5 | 5 | 11 | 1 | 24 | 8 | 11.55 | 4.0 | Standard | 529.87 | 39.106382 | No | 69.421937 | 945.682820 | Low_spent_Medium_value_payments | 177.424742 | Standard | 310 |
50 | Entrepreneur | 90409.320 | 7 | 5 | 9 | 4 | 30 | 13 | 2.17 | 5.0 | Standard | 352.83 | 30.166562 | Yes | 167.030738 | 639.522495 | Low_spent_Large_value_payments | 239.257767 | Poor | 274 |
48 | Mechanic | 18622.570 | 3 | 3 | 12 | 3 | 4 | 1 | 4.85 | 4.0 | Good | 117.58 | 38.168550 | No | 30.635718 | 78.413282 | Low_spent_Medium_value_payments | 347.639084 | Good | 386 |
40 | Scientist | 58596.300 | 5 | 4 | 12 | 4 | 12 | 8 | 4.04 | 3.0 | Good | 286.92 | 36.747893 | No | 150.950157 | 205.989087 | High_spent_Medium_value_payments | 390.663256 | Standard | 288 |
36 | Manager | 9695.470 | 5 | 3 | 20 | 2 | 15 | 14 | 11.86 | 4.0 | Standard | 463.03 | 38.707725 | No | 8.394122 | 102.488671 | Low_spent_Medium_value_payments | 275.812791 | Standard | 351 |
22 | Scientist | 17399.430 | 8 | 9 | 21 | 2 | 19 | 25 | 9.03 | 10.0 | Bad | 1444.19 | 34.869338 | Yes | 27.103287 | 41.066085 | Low_spent_Large_value_payments | 350.425878 | Poor | 77 |
47 | Architect | 115023.360 | 3 | 4 | 1 | 2 | 10 | 4 | 7.87 | 4.0 | Good | 1143.52 | 29.737100 | No | 108.413420 | 485.607876 | High_spent_Small_value_payments | 646.106705 | Good | 255 |
32 | Engineer | 38839.220 | 8 | 4 | 19 | 3 | 27 | 12 | 1.83 | 4.0 | Standard | 1203.51 | 38.977305 | Yes | 64.695250 | 39.695906 | High_spent_Medium_value_payments | 472.869011 | Standard | 383 |
32 | Teacher | 107572.720 | 4 | 4 | 15 | 2 | 14 | 12 | 14.48 | 2.0 | Standard | 302.52 | 35.482702 | No | 106.247256 | 0.000000 | Low_spent_Medium_value_payments | 603.367813 | Standard | 220 |
48 | Scientist | 24460.960 | 5 | 6 | 9 | 1 | 30 | 15 | 6.15 | 0.0 | Standard | 796.90 | 34.342005 | No | 10.898897 | 53.230227 | High_spent_Medium_value_payments | 404.912209 | Standard | 276 |
55 | Media_Manager | 136542.080 | 3 | 7 | 14 | 2 | 27 | 18 | 5.74 | 0.0 | Standard | 3.31 | 35.313009 | No | 178.574601 | 774.329241 | High_spent_Small_value_payments | 431.346824 | Standard | 310 |
25 | Entrepreneur | 71479.600 | 1 | 3 | 8 | 4 | 11 | 11 | 10.30 | 1.0 | Good | 519.66 | 39.723029 | NM | 184.025290 | 190.510385 | Low_spent_Medium_value_payments | 523.927658 | Poor | 339 |
41 | Developer | 29778.940 | 1 | 7 | 3 | 4 | 2 | 3 | 9.45 | 4.0 | Good | 1186.98 | 34.962723 | No | 82.657112 | 271.956928 | Low_spent_Small_value_payments | 180.243793 | Good | 262 |
44 | Musician | 16431.535 | 3 | 3 | 18 | 4 | 24 | 15 | 18.30 | 6.0 | Standard | 1461.64 | 34.111493 | NM | 49.679261 | 82.664627 | Low_spent_Medium_value_payments | 290.785570 | Standard | 272 |
24 | Musician | 28195.290 | 3 | 4 | 11 | 3 | 10 | 5 | 4.04 | 8.0 | Good | 1281.29 | 32.175244 | No | 148.317268 | 48.265311 | High_spent_Medium_value_payments | 379.262272 | Good | 291 |
41 | Doctor | 61807.410 | 4 | 5 | 18 | 4 | 30 | 13 | 12.62 | 4.0 | Standard | 668.14 | 35.857654 | Yes | 157.217426 | 210.437042 | Low_spent_Large_value_payments | 444.207283 | Standard | 193 |
18 | Accountant | 13990.925 | 8 | 6 | 18 | 6 | 7 | 8 | 18.31 | 6.0 | Standard | 1313.30 | 31.610878 | Yes | 50.091756 | 40.138273 | High_spent_Medium_value_payments | 290.761013 | Standard | 235 |
35 | Lawyer | 64964.100 | 6 | 6 | 1 | 0 | 19 | 19 | 5.21 | 2.0 | Standard | 896.63 | 33.431860 | No | 0.000000 | 293.066233 | Low_spent_Medium_value_payments | 506.901267 | Poor | 319 |
20 | Lawyer | 59908.770 | 3 | 3 | 29 | 5 | 21 | 12 | 8.99 | 9.0 | Standard | 1323.98 | 36.191916 | NM | 173.324406 | 155.936810 | High_spent_Small_value_payments | 455.878534 | Poor | 0 |
24 | Lawyer | 59868.930 | 4 | 7 | 9 | 4 | 8 | 10 | 4.09 | 4.0 | Good | 417.72 | 31.702064 | NM | 104.622038 | 270.540228 | High_spent_Small_value_payments | 395.945484 | Standard | 343 |
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