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ID | Описание | Дата |
---|---|---|
c9d0f03d-cfa8-4b97-9bdc-c37302790747 | re-contextualize value-added content | 1979-02-28 |
4c71e19d-d4af-4f61-a0ec-2c58cfafb4ca | transform vertical models | 2021-07-15 |
6df8300e-a612-4c3d-a86d-56c0bb121168 | enable sticky content | 1987-02-24 |
628b42b0-cf92-46a3-9b36-ba246cce164c | target killer methodologies | 2022-04-16 |
ee5c8b53-0750-4329-b27e-89f039e0c5cf | leverage wireless systems | 1994-10-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Mechanic | 48411.240 | 8 | 3 | 3 | 4 | 22 | 11 | 4.04 | 1.0 | Good | 821.27 | 31.830825 | No | 82.221471 | 0.000000 | Low_spent_Small_value_payments | 148.859648 | Good | 224 |
25 | Teacher | 34447.490 | 5 | 6 | 4 | 4 | 31 | 8 | 8.71 | 0.0 | Good | 922.30 | 28.587103 | NM | 67.236236 | 122.304388 | Low_spent_Small_value_payments | 372.821792 | Good | 362 |
28 | Doctor | 45139.080 | 7 | 9 | 19 | 6 | 16 | 18 | 9.16 | 11.0 | Bad | 1419.66 | 27.781603 | Yes | 153.446082 | 0.000000 | Low_spent_Small_value_payments | 163.677740 | Poor | 169 |
23 | Musician | 91570.710 | 3 | 7 | 20 | 3 | 25 | 11 | 8.00 | 6.0 | Standard | 448.59 | 26.902724 | Yes | 126.951702 | 370.200888 | Low_spent_Small_value_payments | 577.536660 | Standard | 141 |
45 | Developer | 62565.600 | 8 | 8 | 24 | 4 | 17 | 21 | 6.94 | 8.0 | Bad | 1401.39 | 29.361521 | Yes | 146.363619 | 245.586847 | Low_spent_Large_value_payments | 386.729534 | Poor | 0 |
27 | Media_Manager | 83722.160 | 3 | 3 | 1 | 3 | 0 | 0 | 16.90 | 4.0 | Good | 964.15 | 24.586635 | No | 157.970749 | 263.433894 | High_spent_Small_value_payments | 565.680023 | Good | 200 |
34 | Accountant | 15145334.000 | 3 | 7 | 19 | 2 | 22 | 10 | 8.78 | 0.0 | Standard | 974.45 | 36.923834 | Yes | 34.503561 | 80.739184 | High_spent_Medium_value_payments | 362.962172 | Standard | 191 |
37 | Architect | 119889.750 | 1 | 3 | 6 | 1 | 14 | 1 | 0.00 | 2.0 | Good | 489.86 | 40.203795 | No | 71.192727 | 408.703857 | Low_spent_Medium_value_payments | 817.584667 | Good | 202 |
38 | Lawyer | 38580.050 | 0 | 5 | 4 | 1 | 9 | 3 | 7.73 | 4.0 | Good | 211.92 | 37.414960 | No | 16.225210 | 105.878071 | Low_spent_Large_value_payments | 486.397136 | Poor | 0 |
51 | Manager | 44708.140 | 3 | 1 | 11 | 0 | 0 | 1 | 11.55 | 4.0 | Good | 352.44 | 28.662133 | No | 0.000000 | 136.081096 | High_spent_Small_value_payments | 489.286737 | Good | 248 |
35 | Writer | 41547.990 | 0 | 7 | 8 | 3 | 18 | 8 | 11.38 | 2.0 | Good | 1156.82 | 25.954212 | No | 78.799975 | 208.932955 | High_spent_Small_value_payments | 291.500321 | Standard | 291 |
25 | Mechanic | 40341.160 | 2 | 5 | 1 | 4 | 7 | 11 | 7.33 | 2.0 | Good | 1183.73 | 33.504316 | No | 113.021103 | 125.400874 | High_spent_Medium_value_payments | 371.854357 | Standard | 242 |
43 | Architect | 29062.920 | 6 | 3 | 8 | 1 | 23 | 14 | 11.94 | 4.0 | Standard | 50.19 | 35.237724 | Yes | 14.516223 | 34.131175 | High_spent_Medium_value_payments | 433.243602 | Poor | 247 |
25 | Accountant | 63010.840 | 1 | 5 | 6 | 1 | 15 | 12 | 8.19 | 1.0 | Good | 180.51 | 39.663390 | No | 34.692736 | 102.287628 | High_spent_Large_value_payments | 658.109969 | Standard | 311 |
31 | Developer | 35452.340 | 7 | 6 | 12 | 2 | 25 | 14 | 19.97 | 7.0 | Standard | 1442.31 | 31.056065 | Yes | 46.376753 | 91.604302 | High_spent_Medium_value_payments | 432.955112 | Standard | 191 |
18 | Accountant | 16310.840 | 7 | 6 | 8 | 4 | 8 | 16 | 5.29 | 3.0 | Standard | 217.40 | 32.057977 | No | 35.569760 | 125.115505 | Low_spent_Small_value_payments | 262.638402 | Poor | 263 |
48 | Scientist | 78749.900 | 0 | 5 | 5 | 2 | 15 | 5 | 1.17 | 4.0 | Good | 807.52 | 25.068353 | No | 129.554089 | 177.368889 | High_spent_Small_value_payments | 596.426188 | Standard | 264 |
27 | Journalist | 86210.790 | 8 | 7 | 12 | 0 | 28 | 12 | 8.96 | 2.0 | Standard | 587.61 | 42.613298 | NM | 0.000000 | 111.369619 | High_spent_Large_value_payments | 842.853631 | Standard | 377 |
52 | Musician | 34640.230 | 6 | 4 | 10 | 1 | 15 | 10 | 13.10 | 2.0 | Standard | 714.20 | 35.075698 | Yes | 26.838084 | 239.717317 | Low_spent_Medium_value_payments | 303.213182 | Standard | 272 |
45 | Lawyer | 20884.580 | 6 | 6 | 15 | 1 | 11 | 9 | 16.15 | 4.0 | Standard | 22.45 | 32.088339 | Yes | 12.480008 | 60.421101 | Low_spent_Large_value_payments | 382.637058 | Standard | 285 |
53 | Accountant | 29988.930 | 5 | 5 | 3 | 4 | 2 | 14 | 3.28 | 1.0 | Good | 1253.79 | 28.139258 | No | 52.585474 | 69.131319 | High_spent_Medium_value_payments | 403.590956 | Good | 266 |
19 | Entrepreneur | 99934.890 | 3 | 4 | 8 | 4 | 0 | 4 | 9.20 | 2.0 | Good | 108.28 | 38.323947 | No | 176.280370 | 304.246414 | High_spent_Medium_value_payments | 595.663966 | Good | 196 |
43 | Developer | 69571.300 | 5 | 7 | 2 | 0 | 14 | 3 | 0.98 | 5.0 | Good | 36.92 | 32.005410 | No | 0.000000 | 713.023893 | Low_spent_Small_value_payments | 157.536940 | Standard | 278 |
27 | Architect | 31615.000 | 7 | 4 | 5 | 4 | 12 | 13 | 21.31 | 6.0 | Standard | 330.21 | 34.677125 | Yes | 66.634887 | 174.370960 | High_spent_Small_value_payments | 284.752486 | Standard | 236 |
40 | Accountant | 18979.350 | 8 | 10 | 29 | 7 | 30 | 9 | 11.12 | 11.0 | Standard | 1472.35 | 38.542543 | Yes | 95.007274 | 40.418013 | High_spent_Medium_value_payments | 285.835964 | Poor | 158 |
31 | Architect | 76769.580 | 3 | 5 | 7 | 3 | 23 | 8 | 11.49 | 3.0 | Good | 19.43 | 36.047748 | No | 190.553852 | 99.949053 | High_spent_Medium_value_payments | 579.843595 | Good | 268 |
31 | Developer | 76714.080 | 0 | 7 | 11 | 3 | 5 | 0 | 8.78 | 3.0 | Good | 1126.30 | 29.591357 | No | 101.283725 | 0.000000 | High_spent_Large_value_payments | 623.294359 | Standard | 255 |
24 | Developer | 14901.880 | 7 | 7 | 13 | 1 | 8 | 20 | 10.38 | 3.0 | Standard | 932.33 | 35.766078 | No | 7.293280 | 116.605982 | Low_spent_Small_value_payments | 302.383071 | Standard | 236 |
28 | Entrepreneur | 7252.065 | 7 | 5 | 24 | 3 | 24 | 25 | 11.94 | 7.0 | Bad | 1345.66 | 27.588932 | Yes | 16.282733 | 13.638789 | High_spent_Small_value_payments | 283.112352 | Standard | 210 |
56 | Entrepreneur | 35681.420 | 4 | 4 | 6 | 2 | 17 | 8 | 10.32 | 2.0 | Standard | 133.30 | 30.802291 | No | 53.778692 | 87.083213 | High_spent_Medium_value_payments | 400.983262 | Standard | 298 |
38 | Accountant | 14871.095 | 3 | 3 | 7 | 2 | 14 | 2 | 8.62 | 4.0 | Good | 725.09 | 34.699630 | No | 23.619092 | 93.820942 | Low_spent_Small_value_payments | 266.785758 | Standard | 202 |
47 | Developer | 22620.790 | 7 | 3 | 9 | 0 | 27 | 18 | 5.31 | 2.0 | Standard | 642.46 | 31.605703 | No | 0.000000 | 56.072675 | High_spent_Medium_value_payments | 366.133908 | Standard | 351 |
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