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ID | Описание | Дата |
---|---|---|
393c0072-9294-4f3c-9843-b25006d56823 | utilize global e-markets | 2009-07-27 |
9a00623c-3923-452f-bd73-fbfd041d99ec | e-enable wireless initiatives | 2008-05-16 |
f420a830-7cec-47c3-bf7d-9cff102f8ffc | deploy dynamic partnerships | 2013-04-12 |
947948c6-0bcc-4864-b95e-866ef8d1bef6 | re-contextualize open-source functionalities | 1993-10-06 |
39fea739-9a47-438c-83ff-3ecddeafdfbd | generate bleeding-edge ROI | 2024-04-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Manager | 33335.240 | 1 | 6 | 8 | 1 | 6 | 7 | 4.07 | 4.0 | Good | 1226.23 | 38.092686 | No | 21.538548 | 148.971326 | Low_spent_Large_value_payments | 405.483793 | Standard | 0 |
42 | Developer | 32414.260 | 7 | 5 | 20 | 2 | 9 | 19 | 15.28 | 5.0 | Standard | 695.61 | 32.205510 | Yes | 34.318058 | 0.000000 | High_spent_Large_value_payments | 412.562191 | Standard | 158 |
36 | Scientist | 58537.380 | 7 | 5 | 19 | 4 | 20 | 15 | 11.11 | 5.0 | Standard | 259.63 | 32.163254 | No | 105.853306 | 612.601595 | Low_spent_Small_value_payments | 40.356599 | Good | 275 |
35 | Engineer | 77470.140 | 1 | 1 | 6 | 2 | 0 | 1 | 8.05 | 3.0 | Good | 262.72 | 40.719562 | No | 65.556838 | 515.217395 | Low_spent_Medium_value_payments | 373.710268 | Good | 365 |
18 | Journalist | 40009.740 | 3 | 6 | 15 | 4 | 2 | 11 | 14.12 | 6.0 | Standard | 1372.21 | 37.579579 | Yes | 126.797924 | 0.000000 | High_spent_Large_value_payments | 422.464167 | Standard | 257 |
39 | Manager | 10640.355 | 6 | 3 | 13 | 2 | 9 | 0 | 10.62 | 3.0 | Standard | 76.19 | 30.355292 | Yes | 17.315030 | 76.659729 | Low_spent_Small_value_payments | 307.594866 | Standard | 285 |
50 | Scientist | 15305.230 | 8 | 5 | 3 | 4 | 7 | 19 | 10.57 | 0.0 | Good | 1400.42 | 34.643966 | NM | 27.151623 | 87.356983 | Low_spent_Medium_value_payments | 276.034978 | Poor | 371 |
54 | Scientist | 78401.250 | 3 | 3 | 17 | 3 | 24 | 10 | 5.97 | 0.0 | Standard | 444.02 | 40.950491 | No | 131.993804 | 96.678733 | High_spent_Large_value_payments | 658.871213 | Standard | 219 |
33 | Mechanic | 102447.390 | 5 | 4 | 4 | 0 | 7 | 6 | 8.54 | 5.0 | Good | 190.48 | 36.343801 | No | 0.000000 | 714.925677 | Low_spent_Large_value_payments | 389.802573 | Standard | 397 |
24 | Entrepreneur | 78498.720 | 8 | 5 | 17 | 0 | 17 | 9 | 8.82 | 7.0 | Standard | 910.99 | 25.324679 | Yes | 0.000000 | 70.041964 | High_spent_Medium_value_payments | 836.814036 | Poor | 119 |
34 | Developer | 101718.630 | 3 | 3 | 12 | 0 | 12 | 8 | 3.35 | 1.0 | Good | 754.58 | 28.500941 | No | 0.000000 | 426.762517 | Low_spent_Medium_value_payments | 698.992733 | Standard | 311 |
45 | Musician | 20929.295 | 5 | 3 | 9 | 3 | 16 | 3 | 1.99 | 4.0 | Good | 858.09 | 36.924985 | No | 40.398175 | 102.401679 | High_spent_Small_value_payments | 287.610937 | Standard | 263 |
43 | Accountant | 57153.630 | 4 | 4 | 9 | 2 | 18 | 10 | 13.23 | 2.0 | Standard | 529.63 | 41.113336 | Yes | 86.219908 | 175.008942 | Low_spent_Small_value_payments | 492.951399 | Standard | 193 |
32 | Accountant | 30348.010 | 1 | 6 | 12 | 3 | 3 | 2 | 2.87 | 0.0 | Good | 645.25 | 35.171728 | No | 67.817424 | 173.866656 | Low_spent_Small_value_payments | 305.516003 | Good | 235 |
47 | Scientist | 67361.380 | 2 | 4 | 1 | 0 | 5 | 4 | 11.47 | 6.0 | Good | 1013.66 | 25.927385 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 601.044413 | Standard | 207 |
47 | Musician | 21862769.000 | 4 | 4 | 2 | 1 | 11 | 11 | 11.79 | 1.0 | Good | 504.93 | 38.590262 | No | 16.694081 | 90.813811 | High_spent_Small_value_payments | 407.897525 | Good | 296 |
42 | Architect | 35758.390 | 3 | 3 | 15 | 3 | 30 | 21 | 8.82 | 6.0 | Standard | 785.19 | 37.513912 | Yes | 49.727924 | 237.541985 | Low_spent_Medium_value_payments | 314.016675 | Standard | 170 |
33 | Architect | 60195.360 | 0 | 5 | 3 | 2 | 8 | 0 | 7.69 | 3.0 | Good | 376.47 | 39.649183 | NM | 52.935456 | 114.864101 | High_spent_Large_value_payments | 563.428443 | Standard | 356 |
22 | Developer | 14274.320 | 4 | 4 | 12 | 3 | 10 | 9 | 8.48 | 4.0 | Standard | 1243.37 | 25.845840 | Yes | 18.189580 | 0.000000 | Low_spent_Small_value_payments | 246.778121 | Standard | 139 |
40 | Manager | 42731.900 | 7 | 5 | 7 | 0 | 22 | 12 | 3.85 | 0.0 | Standard | 96.85 | 27.122841 | No | 0.000000 | 51.578162 | High_spent_Large_value_payments | 534.421005 | Standard | 358 |
26 | Architect | 103136.760 | 0 | 6 | 12 | 0 | 7 | 9 | 6.32 | 1.0 | Good | 330.98 | 39.339158 | No | 0.000000 | 147.371201 | High_spent_Large_value_payments | 954.001799 | Standard | 307 |
33 | Accountant | 42337.390 | 2 | 4 | 4 | 2 | 12 | 12 | 2.29 | 2.0 | Good | 568.61 | 33.618833 | No | 39.434381 | 40.596605 | High_spent_Medium_value_payments | 524.480597 | Good | 388 |
36 | Architect | 98198.070 | 1 | 3 | 10 | 3 | 27 | 3 | 2.23 | 2.0 | Good | 433.07 | 30.303146 | No | 150.143262 | 1002.161201 | Low_spent_Small_value_payments | 0.000000 | Standard | 359 |
32 | Media_Manager | 171399.840 | 4 | 3 | 6 | 1 | 8 | 2 | 8.61 | 0.0 | Good | 1306.63 | 42.285363 | No | 101.867147 | 273.171223 | High_spent_Medium_value_payments | 1284.793630 | Good | 184 |
23 | Lawyer | 54815.730 | 8 | 8 | 20 | 5 | 48 | 10 | 11.13 | 11.0 | Standard | 1441.79 | 26.398791 | Yes | 117.574256 | 122.382580 | High_spent_Medium_value_payments | 496.740914 | Poor | 0 |
54 | Scientist | 22453.670 | 8 | 6 | 19 | 2 | 23 | 9 | 6.39 | 0.0 | Standard | 819.81 | 28.268932 | No | 35.208027 | 17.200372 | High_spent_Large_value_payments | 351.305517 | Standard | 288 |
52 | Musician | 43075.970 | 3 | 5 | 12 | 1 | 4 | 9 | 7.81 | 2.0 | Good | 228.63 | 27.085970 | No | 30.306660 | 377.445166 | Low_spent_Small_value_payments | 230.414590 | Good | 207 |
50 | Musician | 53543.380 | 5 | 7 | 15 | 4 | 26 | 5 | 11.18 | 3.0 | Standard | 112.36 | 36.702115 | No | 127.790700 | 184.219006 | High_spent_Small_value_payments | 410.285127 | Standard | 226 |
37 | Teacher | 113040.280 | 1 | 5 | 10 | 1 | 20 | 8 | 15.84 | 2.0 | Good | 10.77 | 33.889739 | No | 70.992017 | 92.009973 | High_spent_Large_value_payments | 994.400344 | Good | 205 |
28 | Musician | 28754.130 | 4 | 5 | 11 | 3 | 11 | 17 | 12.84 | 3.0 | Standard | 1175.57 | 26.261275 | Yes | 66.959209 | 140.198738 | High_spent_Small_value_payments | 300.759803 | Standard | 213 |
39 | Writer | 62155.020 | 8 | 4 | 16 | 2 | 8 | 8 | 19.31 | 7.0 | Standard | 1162.48 | 25.113078 | Yes | 72.024286 | 411.920128 | Low_spent_Small_value_payments | 302.614087 | Standard | 131 |
34 | Mechanic | 96047.220 | 3 | 3 | 1 | 1 | 2 | 5 | 4.75 | 4.0 | Good | 1366.21 | 36.830907 | No | 49.656727 | 138.243730 | High_spent_Medium_value_payments | 839.693044 | Good | 208 |
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