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ID | Описание | Дата |
---|---|---|
ac4c1e78-92a4-47b9-8f08-d3166625da93 | incubate front-end schemas | 2006-11-23 |
676c5997-43b2-40f5-97a9-7221a471e2cb | re-contextualize vertical partnerships | 2009-08-30 |
883b582b-3924-4cd3-8674-f4f2d5c5bb8f | expedite frictionless portals | 2005-11-12 |
32ddc4ea-26fc-41b4-816e-6f50b35ff8f4 | enable web-enabled e-commerce | 1981-10-24 |
43615868-dec0-4fba-8fd4-7eb7064ff63c | reinvent bricks-and-clicks action-items | 1981-10-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Teacher | 20540.490 | 0 | 4 | 8 | 1 | 5 | 3 | 7.09 | 2.0 | Good | 1118.37 | 39.053999 | No | 8.821660 | 45.201170 | High_spent_Large_value_payments | 371.947921 | Standard | 190 |
35 | Media_Manager | 21145.595 | 2 | 7 | 4 | 1 | 6 | 4 | 8.14 | 1.0 | Good | 969.19 | 27.088182 | No | 12.667794 | 142.579894 | Low_spent_Medium_value_payments | 285.165604 | Poor | 217 |
40 | Entrepreneur | 74499.600 | 6 | 5 | 7 | 4 | 10 | 17 | 8.04 | 8.0 | Standard | 235.27 | 34.841293 | Yes | 171.145712 | 103.763589 | High_spent_Medium_value_payments | 566.120698 | Standard | 237 |
30 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 17 | 14 | 12.89 | 4.0 | Standard | 843.67 | 32.018627 | Yes | 27.775905 | 114.942432 | Low_spent_Small_value_payments | 273.590371 | Standard | 254 |
27 | Teacher | 51377.880 | 6 | 5 | 19 | 4 | 19 | 19 | 6.81 | 3.0 | Standard | 372.54 | 41.511509 | NM | 108.102744 | 107.489864 | High_spent_Medium_value_payments | 475.056392 | Standard | 232 |
48 | Lawyer | 31802.400 | 3 | 5 | 14 | 3 | 9 | 7 | 6.17 | 3.0 | Standard | 1369.66 | 36.963111 | No | 49.817598 | 48.073430 | High_spent_Medium_value_payments | 432.928972 | Standard | 310 |
43 | Writer | 28843.090 | 5 | 6 | 15 | 2 | 27 | 17 | 10.55 | 8.0 | Standard | 74.41 | 35.007830 | NM | 25.783490 | 152.198910 | Low_spent_Small_value_payments | 351.476684 | Standard | 246 |
23 | Architect | 34791.080 | 6 | 6 | 9 | 3 | 21 | 18 | 13.83 | 1.0 | Standard | 1477.48 | 41.140046 | Yes | 85.546617 | 63.120905 | High_spent_Small_value_payments | 426.458145 | Good | 351 |
21 | Musician | 25655.230 | 7 | 5 | 6 | 1 | 16 | 20 | 7.30 | 6.0 | Standard | 1115.06 | 26.340823 | NM | 15.080796 | 137.350857 | High_spent_Small_value_payments | 315.761930 | Standard | 233 |
32 | Lawyer | 50686.320 | 5 | 4 | 19 | 2 | 28 | 10 | 14.01 | 9.0 | Standard | 145.46 | 39.104216 | Yes | 61.686737 | 139.906435 | High_spent_Medium_value_payments | 493.592828 | Standard | 117 |
24 | Entrepreneur | 65294.180 | 3 | 2 | 12 | 1 | 11 | 11 | 13.78 | 0.0 | Good | 911.08 | 31.001724 | No | 34.699801 | 287.162505 | Low_spent_Small_value_payments | 508.755861 | Standard | 364 |
33 | Architect | 31641.760 | 5 | 2 | 3 | 0 | 2 | 7 | 8.06 | 1.0 | Good | 1277.70 | 34.154409 | No | 0.000000 | 89.945972 | High_spent_Medium_value_payments | 398.935361 | Good | 212 |
56 | Musician | 51150.640 | 8 | 5 | 17 | 3 | 27 | 19 | 19.74 | 2.0 | Standard | 1228.48 | 31.662686 | Yes | 127.249198 | 45.188803 | High_spent_Medium_value_payments | 480.017333 | Standard | 332 |
47 | Teacher | 112938.080 | 2 | 7 | 9 | 1 | 5 | 4 | 9.48 | 0.0 | Good | 1398.69 | 40.151210 | No | 91.366620 | 0.000000 | High_spent_Medium_value_payments | 985.504292 | Standard | 323 |
42 | Developer | 16757.525 | 7 | 6 | 10 | 1 | 12 | 19 | 4.41 | 3.0 | Standard | 1483.41 | 30.501277 | No | 13.709880 | 38.298440 | Low_spent_Small_value_payments | 351.137723 | Poor | 203 |
46 | Accountant | 37731.420 | 1 | 6 | 6 | 0 | 24 | 0 | 9.33 | 5.0 | Good | 1204.17 | 28.372615 | No | 0.000000 | 185.545609 | Low_spent_Small_value_payments | 425.082891 | Standard | 245 |
39 | Doctor | 120174.400 | 7 | 4 | 6 | 1 | 19 | 14 | 17.67 | 7.0 | Standard | 828.59 | 41.454163 | Yes | 94.898454 | 334.808406 | High_spent_Medium_value_payments | 821.946473 | Standard | 212 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 27 | 19 | 11.04 | 4.0 | Standard | 1472.05 | 25.509098 | Yes | 31.335362 | 302.155767 | Low_spent_Small_value_payments | 205.404039 | Standard | 390 |
20 | Architect | 17923.435 | 7 | 7 | 8 | 1 | 16 | 14 | 16.42 | 1.0 | Standard | 1300.81 | 24.446237 | Yes | 7.847699 | 20.038038 | High_spent_Medium_value_payments | 342.476221 | Standard | 293 |
49 | Developer | 162688.280 | 0 | 5 | 2 | 2 | 17 | 0 | 4.48 | 2.0 | Good | 641.14 | 31.853436 | No | 178.643939 | 705.655598 | High_spent_Small_value_payments | 733.736130 | Standard | 384 |
33 | Manager | 28472.920 | 2 | 1 | 10 | 4 | 8 | 5 | 7.69 | 4.0 | Good | 325.41 | 23.766496 | No | 75.559764 | 190.643569 | Low_spent_Small_value_payments | 243.971000 | Good | 292 |
32 | Teacher | 29768.440 | 2 | 7 | 4 | 1 | 24 | 4 | 7.20 | 3.0 | Good | 118.58 | 33.735299 | No | 19.089060 | 90.942853 | Low_spent_Medium_value_payments | 414.838420 | Poor | 306 |
43 | Scientist | 101785.080 | 6 | 7 | 5 | 0 | 29 | 12 | 7.88 | 7.0 | Standard | 700.20 | 41.536681 | Yes | 0.000000 | 569.416629 | High_spent_Small_value_payments | 530.792371 | Standard | 208 |
43 | Teacher | 18922.230 | 7 | 7 | 33 | 4 | 57 | 12 | 17.07 | 10.0 | Standard | 1328.22 | 23.558140 | Yes | 39.598026 | 61.621321 | Low_spent_Small_value_payments | 368.965903 | Standard | 115 |
38 | Entrepreneur | 89446.380 | 4 | 5 | 4 | 3 | 11 | 5 | 11.76 | 7.0 | Good | 123.70 | 32.947266 | No | 198.471366 | 88.311874 | High_spent_Large_value_payments | 681.103259 | Standard | 400 |
31 | Developer | 125285.320 | 8 | 3 | 19 | 2 | 24 | 12 | 2.85 | 4.0 | Standard | 1356.23 | 28.286814 | Yes | 135.333993 | 546.692518 | Low_spent_Small_value_payments | 658.817823 | Good | 138 |
22 | Entrepreneur | 11138.425 | 3 | 7 | 20 | 2 | 8 | 12 | 7.95 | 2.0 | Standard | 878.15 | 38.818668 | Yes | 11.125299 | 0.000000 | Low_spent_Medium_value_payments | 274.743348 | Standard | 307 |
29 | Manager | 12029909.000 | 5 | 4 | 17 | 7 | 30 | 15 | 7.91 | 4.0 | Standard | 738.06 | 40.603532 | Yes | 115.107474 | 0.000000 | Low_spent_Small_value_payments | 252.994314 | Standard | 80 |
38 | Entrepreneur | 63023.180 | 3 | 4 | 5 | 4 | 15 | 10 | 5.08 | 2.0 | Good | 1307.67 | 26.069307 | No | 157.728738 | 101.693538 | High_spent_Small_value_payments | 503.470891 | Standard | 359 |
41 | Scientist | 115494.200 | 1 | 3 | 9 | 2 | 4 | 3 | 9.78 | 0.0 | Good | 1335.24 | 41.664092 | No | 106.577978 | 219.226776 | High_spent_Small_value_payments | 880.746913 | Poor | 304 |
20 | Teacher | 34599.800 | 8 | 4 | 16 | 3 | 5 | 17 | 16.53 | 4.0 | Standard | 851.37 | 33.417382 | Yes | 82.516689 | 80.030226 | High_spent_Large_value_payments | 390.484751 | Standard | 69 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 16 | 5 | 5.00 | 4.0 | Standard | 68.06 | 30.367352 | No | 23.498319 | 44.208051 | High_spent_Medium_value_payments | 370.223464 | Standard | 288 |
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