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ID | Описание | Дата |
---|---|---|
44040fa3-616f-43f0-9633-711abef2bcfa | iterate back-end vortals | 1989-11-10 |
a8e9adca-5926-4e0c-9339-0238c9117f61 | utilize frictionless web services | 1988-02-10 |
ce0ac3d5-faf4-42fe-aef2-e63865c49378 | leverage value-added metrics | 2021-01-25 |
6a5e29aa-9e11-4935-afa5-e96c276a05d3 | harness best-of-breed communities | 1972-09-17 |
acad7394-2120-4ad2-bbf8-0e90209dd927 | streamline intuitive communities | 2009-03-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Journalist | 81395.440 | 1 | 4 | 10 | 0 | 0 | 4 | 2.75 | 1.0 | Good | 278.80 | 25.212995 | No | 0.000000 | 314.229684 | Low_spent_Medium_value_payments | 624.265650 | Good | 383 |
55 | Media_Manager | 28836.920 | 6 | 3 | 6 | 0 | 5 | 19 | 10.82 | 3.0 | Good | 1224.88 | 37.870042 | NM | 0.000000 | 162.219085 | Low_spent_Medium_value_payments | 375.588582 | Standard | 330 |
37 | Teacher | 42052.740 | 7 | 7 | 8 | 3 | 26 | 17 | 12.51 | 10.0 | Standard | 444.77 | 30.549595 | Yes | 66.535083 | 438.705751 | Low_spent_Small_value_payments | 163.798666 | Standard | 169 |
23 | Architect | 20835.390 | 3 | 3 | 1 | 4 | 14 | 13 | 9.64 | 5.0 | Good | 1491.94 | 22.874792 | No | 36.000987 | 62.361287 | High_spent_Medium_value_payments | 322.365976 | Standard | 272 |
51 | Teacher | 22489.250 | 5 | 5 | 7 | 2 | 11 | 10 | 8.93 | 2.0 | Good | 1189.23 | 26.734825 | No | 34.019008 | 55.521356 | High_spent_Medium_value_payments | 324.770053 | Standard | 204 |
32 | Musician | 15361.995 | 8 | 6 | 10 | 5 | 10 | 18 | 13.35 | 11.0 | Standard | 440.92 | 24.396399 | Yes | 51.743255 | 91.208485 | High_spent_Small_value_payments | 258.464884 | Standard | 124 |
47 | Engineer | 31254.230 | 0 | 6 | 4 | 4 | 12 | 2 | 8.94 | 6.0 | Good | 783.52 | 38.620450 | No | 74.503617 | 0.000000 | High_spent_Medium_value_payments | 339.386858 | Good | 361 |
24 | Mechanic | 15604.245 | 4 | 3 | 11 | 4 | 11 | 8 | 1.64 | 3.0 | Good | 1065.71 | 30.238783 | NM | 47.629191 | 185.877734 | Low_spent_Small_value_payments | 211.928450 | Good | 339 |
50 | Accountant | 61683.180 | 4 | 3 | 3 | 4 | 11 | 6 | 8.29 | 2.0 | Good | 629.16 | 31.825827 | No | 128.384357 | 435.486544 | Low_spent_Small_value_payments | 220.255599 | Good | 263 |
28 | Entrepreneur | 28056.940 | 4 | 6 | 10 | 2 | 9 | 12 | 16.43 | 6.0 | Standard | 822.94 | 34.382303 | Yes | 41.749192 | 17.971917 | High_spent_Large_value_payments | 391.786724 | Standard | 173 |
39 | Architect | 47390.280 | 8 | 4 | 14 | 2 | 27 | 17 | 9.87 | 7.0 | Standard | 938.85 | 25.240020 | Yes | 41.953455 | 319.088461 | Low_spent_Medium_value_payments | 305.477084 | Standard | 97 |
21 | Entrepreneur | 23809.460 | 3 | 4 | 14 | 5 | 14 | 9 | 7.70 | 8.0 | Standard | 677.77 | 39.016776 | Yes | 85.011854 | 30.795594 | High_spent_Large_value_payments | 315.804718 | Standard | 233 |
46 | Accountant | 16197.910 | 7 | 4 | 10 | 7 | 18 | 19 | 7.07 | 6.0 | Standard | 119.94 | 25.738481 | Yes | 64.324503 | 72.259372 | Low_spent_Small_value_payments | 285.398708 | Standard | 119 |
30 | Writer | 79005.000 | 5 | 7 | 20 | 2 | 11 | 13 | 7.74 | 7.0 | Standard | 876.69 | 31.881136 | No | 68.495505 | 205.960135 | High_spent_Medium_value_payments | 661.619360 | Good | 324 |
36 | Journalist | 17943.885 | 4 | 3 | 6 | 3 | 24 | 16 | 15.55 | 8.0 | Standard | 1490.82 | 39.878117 | Yes | 35.303569 | 88.978204 | Low_spent_Medium_value_payments | 310.550601 | Standard | 208 |
46 | Entrepreneur | 36665.050 | 1 | 2 | 9 | 1 | 13 | 8 | 11.34 | 4.0 | Good | 1365.41 | 38.359217 | No | 15.805627 | 188.875904 | Low_spent_Large_value_payments | 356.460553 | Good | 300 |
29 | Architect | 118184.920 | 5 | 4 | 12 | 2 | 26 | 7 | 5.35 | 3.0 | Standard | 1190.44 | 42.108519 | No | 160.544153 | 86.760843 | High_spent_Large_value_payments | 982.869338 | Standard | 0 |
32 | Media_Manager | 35022.760 | 6 | 4 | 11 | 3 | 30 | 17 | 5.00 | 3.0 | Standard | 794.33 | 30.261828 | No | 64.441106 | 241.062729 | Low_spent_Medium_value_payments | 239.152498 | Standard | 274 |
20 | Entrepreneur | 28549.940 | 6 | 5 | 21 | 6 | 58 | 0 | 9.64 | 10.0 | Bad | 1374.27 | 31.645509 | Yes | 139.025914 | 99.182152 | Low_spent_Large_value_payments | 253.508101 | Poor | 96 |
25 | Entrepreneur | 58609.640 | 1 | 2 | 3 | 3 | 8 | 0 | 2.02 | 3.0 | Good | 760.97 | 37.409425 | No | 140.976575 | 181.392729 | High_spent_Small_value_payments | 413.944362 | Good | 371 |
36 | Musician | 108268.230 | 4 | 1 | 1 | 1 | 4 | 6 | 11.64 | 1.0 | Good | 192.94 | 39.699562 | No | 56.620713 | 168.293218 | High_spent_Medium_value_payments | 942.221319 | Standard | 194 |
38 | Teacher | 17288.425 | 4 | 3 | 2 | 1 | 5 | 12 | 5.83 | 6.0 | Good | 1159.18 | 36.717090 | No | 8.647233 | 69.322862 | Low_spent_Large_value_payments | 345.100113 | Good | 383 |
21 | Lawyer | 81418.740 | 1 | 4 | 10 | 2 | 9 | 2 | 8.46 | 1.0 | Good | 1369.02 | 40.895521 | No | 121.378505 | 278.708790 | High_spent_Medium_value_payments | 556.502205 | Good | 252 |
22 | Architect | 20655.070 | 7 | 5 | 9 | 2 | 15 | 13 | 9.88 | 10.0 | Standard | 1027.83 | 32.985365 | Yes | 27.516482 | 68.030907 | High_spent_Medium_value_payments | 327.078195 | Good | 237 |
32 | Doctor | 21903.850 | 3 | 5 | 5 | 1 | 24 | 17 | 12.96 | 1.0 | Standard | 1426.30 | 37.489741 | Yes | 13.273626 | 25.988634 | High_spent_Medium_value_payments | 404.769824 | Standard | 345 |
16 | Entrepreneur | 20813.060 | 8 | 5 | 24 | 5 | 32 | 21 | 3.44 | 6.0 | Bad | 1402.23 | 33.578028 | Yes | 70.487170 | 82.644088 | Low_spent_Medium_value_payments | 272.910909 | Poor | 175 |
32 | Manager | 12805.500 | 4 | 7 | 20 | 2 | 24 | 19 | 1.92 | 4.0 | Standard | 1376.62 | 34.383475 | No | 16.095339 | 118.307989 | Low_spent_Small_value_payments | 274.409172 | Standard | 0 |
46 | Architect | 43967.590 | 4 | 4 | 12 | 4 | 15 | 11 | 5.39 | 3.0 | Good | 69.61 | 37.201533 | No | 138.937513 | 67.475083 | High_spent_Medium_value_payments | 430.383987 | Good | 317 |
48 | Manager | 36990.530 | 0 | 5 | 1 | 3 | 10 | 1 | 4.58 | 5.0 | Good | 147.75 | 29.437676 | No | 68.155230 | 118.641749 | High_spent_Small_value_payments | 356.857437 | Good | 256 |
17 | Writer | 35806.510 | 4 | 5 | 5 | 3 | 22 | 0 | 12.28 | 7.0 | Standard | 545.13 | 36.242980 | Yes | 55.666790 | 130.266813 | High_spent_Medium_value_payments | 372.053980 | Standard | 287 |
44 | Doctor | 69445.680 | 7 | 7 | 1 | 0 | 25 | 20 | 1.47 | 4.0 | Good | 872.64 | 37.881236 | No | 0.000000 | 789.882227 | Low_spent_Small_value_payments | 93.831773 | Good | 0 |
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