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ID | Описание | Дата |
---|---|---|
ea8b62e0-a0a1-49d8-b889-716de6d7d8d5 | benchmark 24/7 e-tailers | 2020-09-14 |
e2c9adb4-52df-4872-95e3-c8a3bc02544b | revolutionize value-added functionalities | 2012-06-15 |
123fc64e-25a3-4e26-92c5-23e2e10c8baa | grow frictionless portals | 1987-05-26 |
0e65d4e0-e9f5-4b16-b1b8-cb611db941a4 | monetize intuitive synergies | 1972-05-14 |
074ac08f-8d2d-4366-9f9b-969034b52cfa | enhance virtual portals | 2003-03-02 |
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 | Media_Manager | 38685.980 | 1 | 5 | 3 | 2 | 8 | 12 | 1.24 | 5.0 | Good | 1340.41 | 26.915282 | NM | 52.602515 | 128.485162 | High_spent_Small_value_payments | 414.995490 | Good | 359 |
34 | Scientist | 101462.640 | 4 | 3 | 8 | 2 | 26 | 20 | 18.84 | 6.0 | Standard | 251.39 | 23.513031 | Yes | 113.900936 | 653.984869 | Low_spent_Medium_value_payments | 375.436195 | Standard | 179 |
32 | Accountant | 27269.100 | 3 | 3 | 9 | 1 | 29 | 14 | 11.10 | 3.0 | Standard | 1487.56 | 37.251790 | No | 19.622951 | 128.396959 | Low_spent_Small_value_payments | 385.722590 | Poor | 243 |
21 | Media_Manager | 51477.800 | 3 | 5 | 8 | 2 | 17 | 15 | 15.84 | 3.0 | Standard | 478.17 | 28.483819 | NM | 67.797719 | 396.066733 | Low_spent_Medium_value_payments | 229.217215 | Standard | 213 |
51 | Teacher | 35991.910 | 3 | 4 | 3 | 3 | 9 | 2 | 4.84 | 3.0 | Good | 792.73 | 30.093496 | No | 60.506072 | 353.918528 | Low_spent_Small_value_payments | 167.607983 | Good | 204 |
20 | Engineer | 132180.240 | 5 | 7 | 8 | 2 | 5 | 2 | 4.52 | 7.0 | Good | 747.86 | 29.654184 | No | 155.161834 | 0.000000 | High_spent_Small_value_payments | 526.237819 | Poor | 392 |
46 | Engineer | 24282.150 | 4 | 6 | 6 | 0 | 29 | 14 | 4.92 | 0.0 | Good | 923.75 | 30.594987 | NM | 0.000000 | 93.190525 | Low_spent_Large_value_payments | 364.360725 | Good | 392 |
20 | Media_Manager | 29297.140 | 2 | 5 | 1 | 0 | 15 | 6 | 1.80 | 4.0 | Good | 1214.42 | 26.874262 | No | 157.760530 | 210.218261 | Low_spent_Medium_value_payments | 286.024572 | Good | 275 |
21 | Writer | 7830.030 | 8 | 7 | 30 | 5 | 39 | 23 | 0.92 | 8.0 | Bad | 1255.57 | 29.884157 | Yes | 31.593600 | 0.000000 | Low_spent_Medium_value_payments | 268.711307 | Poor | 64 |
48 | Mechanic | 136150.600 | 1 | 5 | 9 | 3 | 8 | 0 | 12.72 | 3.0 | Good | 260.29 | 39.812979 | NM | 177.654072 | 399.336843 | High_spent_Small_value_payments | 795.797418 | Good | 321 |
56 | Engineer | 74457.800 | 0 | 4 | 10 | 1 | 4 | 6 | 6.41 | 4.0 | Good | 81.90 | 42.903528 | No | 41.178965 | 0.000000 | High_spent_Large_value_payments | 768.630148 | Good | 293 |
20 | Lawyer | 35699.530 | 6 | 5 | 13 | 0 | 32 | 13 | 7.23 | 5.0 | Standard | 397.35 | 25.718495 | Yes | 0.000000 | 290.922295 | Low_spent_Small_value_payments | 285.573789 | Standard | 366 |
29 | Engineer | 18354.805 | 0 | 3 | 8 | 1 | 24 | 0 | 5.85 | 4.0 | Good | 863.63 | 25.720055 | No | 13.915906 | 67.843913 | Low_spent_Medium_value_payments | 343.996889 | Poor | 213 |
27 | Media_Manager | 88412.010 | 1 | 4 | 11 | 3 | 17 | 9 | 5.55 | 2.0 | Good | 957.82 | 32.443921 | No | 199.492976 | 226.349675 | High_spent_Medium_value_payments | 573.724099 | Poor | 368 |
18 | Teacher | 15157.250 | 8 | 10 | 24 | 5 | 52 | 23 | 6.01 | 6.0 | Bad | 1448.71 | 36.166948 | Yes | 41.935689 | 59.829715 | Low_spent_Medium_value_payments | 287.445012 | Poor | 68 |
33 | Mechanic | 128501.800 | 3 | 8 | 7 | 3 | 8 | 2 | 1.25 | 0.0 | Good | 833.92 | 34.144432 | No | 175.347940 | 589.737115 | Low_spent_Large_value_payments | 567.363278 | Standard | 351 |
19 | Teacher | 39145.960 | 7 | 7 | 19 | 2 | 20 | 0 | 7.63 | 4.0 | Standard | 1004.26 | 31.981033 | No | 52.997101 | 129.237648 | Low_spent_Medium_value_payments | 443.481585 | Standard | 262 |
43 | Teacher | 61627.000 | 1 | 6 | 2 | 1 | 18 | 9 | 7.35 | 2.0 | Good | 1485.87 | 30.385294 | No | 35.077963 | 562.941497 | Low_spent_Small_value_payments | 178.338873 | Poor | 239 |
34 | Accountant | 10702.830 | 3 | 5 | 17 | 6 | 22 | 9 | 17.58 | 7.0 | Standard | 140.29 | 32.857324 | Yes | 52.088562 | 69.381354 | Low_spent_Small_value_payments | 279.420334 | Standard | 165 |
31 | Scientist | 135200.120 | 3 | 5 | 1 | 0 | 13 | 8 | 2.78 | 2.0 | Good | 861.39 | 32.071787 | No | 0.000000 | 1112.541148 | Low_spent_Medium_value_payments | 311.226519 | Poor | 0 |
22 | Lawyer | 21787.630 | 0 | 3 | 5 | 3 | 2 | 1 | 4.60 | 3.0 | Good | 998.07 | 23.301855 | No | 36.901481 | 54.152884 | High_spent_Medium_value_payments | 345.709218 | Good | 357 |
44 | Accountant | 118884.000 | 5 | 6 | 8 | 0 | 14 | 3 | 11.29 | 3.0 | Good | 830.63 | 28.870297 | No | 0.000000 | 739.886167 | Low_spent_Medium_value_payments | 506.613833 | Standard | 255 |
43 | Mechanic | 87745.920 | 0 | 1 | 2 | 0 | 4 | 2 | 11.08 | 1.0 | Good | 207.00 | 39.364046 | NM | 0.000000 | 125.543677 | High_spent_Large_value_payments | 831.072323 | Good | 244 |
33 | Architect | 17131.345 | 7 | 5 | 14 | 5 | 19 | 19 | 19.48 | 12.0 | Standard | 429.69 | 32.550590 | Yes | 61.374702 | 151.189391 | Low_spent_Small_value_payments | 234.397115 | Poor | 207 |
28 | Accountant | 88957.380 | 4 | 4 | 5 | 1 | 19 | 18 | 11.52 | 0.0 | Standard | 1008.30 | 38.437060 | NM | 45.869398 | 132.144042 | High_spent_Small_value_payments | 825.298060 | Standard | 268 |
54 | Writer | 15617.350 | 0 | 2 | 1 | 3 | 7 | 0 | 0.57 | 2.0 | Good | 258.68 | 33.755757 | No | 26.450468 | 124.728876 | Low_spent_Small_value_payments | 296.765239 | Standard | 294 |
39 | Scientist | 36871.280 | 3 | 3 | 13 | 3 | 15 | 12 | 19.05 | 8.0 | Standard | 331.50 | 32.798210 | NM | 61.930736 | 230.399449 | Low_spent_Medium_value_payments | 301.830482 | Standard | 220 |
38 | Accountant | 12768.940 | 8 | 5 | 15 | 1 | 10 | 11 | 10.37 | 0.0 | Standard | 487.17 | 26.224406 | NM | 5.351086 | 92.117338 | Low_spent_Small_value_payments | 300.439410 | Standard | 395 |
23 | Journalist | 32486.640 | 5 | 5 | 8 | 3 | 14 | 10 | 9.00 | 8.0 | Standard | 242.96 | 36.161461 | Yes | 51.096972 | 26.997560 | High_spent_Medium_value_payments | 421.627468 | Standard | 215 |
30 | Manager | 128585.520 | 4 | 4 | 7 | 1 | 22 | 11 | 7.32 | 6.0 | Good | 1000.37 | 35.321887 | No | 73.485679 | 257.854893 | High_spent_Large_value_payments | 976.105428 | Standard | 264 |
53 | Writer | 15767.215 | 5 | 3 | 20 | 0 | 10 | 19 | 4.28 | 4.0 | Standard | 1012.39 | 36.946759 | Yes | 0.000000 | 109.069995 | Low_spent_Medium_value_payments | 311.823464 | Standard | 310 |
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