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ID | Описание | Дата |
---|---|---|
2a8b066c-d893-417c-9900-01511e2c9dc9 | transition real-time relationships | 1973-04-05 |
6f6e1c2b-711c-418e-9d64-8c4a9c8cc288 | productize enterprise systems | 1976-01-28 |
c1242547-fba0-4092-afe8-e24702061f68 | productize out-of-the-box functionalities | 1971-06-10 |
ae5b04d3-1f50-4112-b63b-254e258a41ec | architect revolutionary e-commerce | 1998-11-03 |
c7028b23-8c94-40d1-8f2c-3f65aec7cfeb | envisioneer vertical initiatives | 1980-07-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Lawyer | 92794.040 | 4 | 7 | 7 | 0 | 22 | 16 | 11.09 | 3.0 | Standard | 1269.40 | 33.807573 | Yes | 0.000000 | 282.369397 | High_spent_Medium_value_payments | 723.914270 | Standard | 339 |
46 | Musician | 11162.020 | 8 | 7 | 17 | 4 | 26 | 0 | 5.61 | 2.0 | Standard | 1235.11 | 31.412111 | No | 30.499137 | 62.571255 | Low_spent_Medium_value_payments | 261.246441 | Standard | 288 |
53 | Writer | 29462.180 | 5 | 5 | 8 | 1 | 29 | 16 | 8.03 | 4.0 | Standard | 1477.96 | 28.028873 | No | 16.714395 | 104.217091 | Low_spent_Medium_value_payments | 410.086681 | Standard | 283 |
24 | Manager | 42147.890 | 5 | 4 | 2 | 2 | 3 | 9 | 0.00 | 2.0 | Good | 333.70 | 36.295984 | No | 44.477372 | 115.798847 | High_spent_Medium_value_payments | 418.056197 | Good | 277 |
29 | Musician | 24208.830 | 7 | 4 | 13 | 3 | 29 | 20 | 5.40 | 5.0 | Standard | 873.13 | 26.792178 | No | 42.313036 | 160.748452 | Low_spent_Large_value_payments | 244.278762 | Standard | 393 |
15 | Scientist | 80657.840 | 7 | 7 | 13 | 3 | 25 | 17 | 15.33 | 10.0 | Standard | 1017.73 | 27.544121 | Yes | 167.496713 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 257 |
18 | Musician | 16518.680 | 4 | 6 | 14 | 4 | 10 | 9 | 9.17 | 0.0 | Standard | 1277.80 | 31.763656 | Yes | 51.739705 | 88.415206 | Low_spent_Medium_value_payments | 295.800755 | Standard | 375 |
21 | Architect | 69050.520 | 3 | 3 | 10 | 0 | 19 | 15 | 8.10 | 3.0 | Good | 1382.56 | 25.764914 | No | 0.000000 | 217.616853 | High_spent_Medium_value_payments | 604.604147 | Good | 361 |
36 | Musician | 144342.520 | 0 | 1 | 12 | 1 | 4 | 9 | 10.61 | 1.0 | Good | 1123.41 | 28.849778 | No | 104.579869 | 411.100143 | High_spent_Medium_value_payments | 946.274322 | Good | 392 |
37 | Media_Manager | 17983.020 | 5 | 6 | 9 | 4 | 14 | 0 | 4.92 | 5.0 | Good | 393.89 | 40.824687 | No | 36.679456 | 90.661811 | High_spent_Small_value_payments | 284.917233 | Good | 275 |
36 | Mechanic | 18426.245 | 5 | 4 | 14 | 5 | 17 | 17 | 9.70 | 5.0 | Standard | 223.38 | 32.889512 | Yes | 65.239966 | 145.137669 | Low_spent_Small_value_payments | 258.874407 | Standard | 118 |
38 | Mechanic | 12549.985 | 7 | 5 | 13 | 1 | 13 | 15 | 3.87 | 6.0 | Standard | 803.44 | 31.309952 | No | 9.947698 | 30.317233 | Low_spent_Large_value_payments | 312.618277 | Standard | 387 |
45 | Manager | 34323.860 | 10 | 8 | 28 | 2 | 16 | 18 | 1.07 | 9.0 | Bad | 1312.43 | 34.125526 | NM | 34.408731 | 163.821595 | Low_spent_Small_value_payments | 403.101840 | Poor | 89 |
28 | Journalist | 129591.320 | 4 | 5 | 2 | 0 | 11 | 0 | 1.91 | 3.0 | Good | 1348.66 | 25.949624 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 797.179007 | Good | 386 |
47 | Media_Manager | 110608.830 | 6 | 6 | 19 | 1 | 12 | 20 | 4.05 | 4.0 | Standard | 247.54 | 36.976740 | No | 68.988886 | 228.498810 | Low_spent_Large_value_payments | 915.952554 | Standard | 342 |
38 | Media_Manager | 27305.930 | 3 | 4 | 19 | 0 | 22 | 17 | 8.93 | 6.0 | Standard | 454.40 | 34.445007 | Yes | 0.000000 | 42.963931 | High_spent_Medium_value_payments | 435.985486 | Standard | 212 |
38 | Journalist | 11954.335 | 5 | 6 | 18 | 1 | 26 | 12 | 0.70 | 2.0 | Standard | 74.04 | 31.597020 | NM | 7.925876 | 56.803270 | Low_spent_Medium_value_payments | 308.490312 | Standard | 201 |
19 | Teacher | 72152.800 | 4 | 7 | 3 | 3 | 19 | 5 | 9.04 | 3.0 | Good | 847.35 | 40.029878 | No | 171.806567 | 50.786452 | High_spent_Large_value_payments | 602.380315 | Poor | 347 |
54 | Lawyer | 87078.930 | 6 | 6 | 16 | 1 | 17 | 9 | 9.94 | 1.0 | Standard | 635.84 | 37.687941 | Yes | 39.062529 | 0.000000 | Low_spent_Medium_value_payments | 289.715431 | Standard | 273 |
27 | Mechanic | 50794.180 | 3 | 5 | 8 | 0 | 24 | 10 | 1.94 | 3.0 | Good | 166.69 | 38.805529 | NM | 0.000000 | 73.810835 | High_spent_Medium_value_payments | 585.173998 | Good | 283 |
28 | Writer | 75992.700 | 3 | 7 | 7 | 1 | 5 | 4 | 6.31 | 4.0 | Good | 187.01 | 36.376026 | No | 54.039723 | 0.000000 | High_spent_Large_value_payments | 732.710703 | Standard | 374 |
29 | Entrepreneur | 30652.380 | 3 | 7 | 7 | 4 | 10 | 15 | 11.83 | 4.0 | Good | 267.45 | 31.507405 | No | 55.083666 | 123.326250 | Low_spent_Medium_value_payments | 385.226585 | Good | 366 |
25 | Developer | 40782.690 | 2 | 6 | 7 | 2 | 19 | 0 | 7.68 | 3.0 | Good | 1233.24 | 38.323940 | No | 39.548996 | 155.936875 | Low_spent_Small_value_payments | 410.269879 | Poor | 343 |
54 | Media_Manager | 125873.840 | 0 | 6 | 12 | 2 | 7 | 7 | 11.15 | 4.0 | Good | 446.36 | 32.646799 | No | 183.081542 | 754.323137 | Low_spent_Large_value_payments | 399.543988 | Good | 317 |
44 | Doctor | 22530.970 | 3 | 3 | 4 | 1 | 6 | 17 | 10.89 | 4.0 | Good | 370.35 | 33.851995 | NM | 11.381600 | 201.658110 | Low_spent_Small_value_payments | 245.418373 | Good | 251 |
35 | Media_Manager | 33352.410 | 6 | 4 | 10 | 2 | 14 | 0 | 11.68 | 4.0 | Standard | 1422.20 | 22.949106 | No | 34.541055 | 127.469531 | Low_spent_Large_value_payments | 389.226165 | Standard | 221 |
19 | Entrepreneur | 22265.030 | 6 | 5 | 18 | 3 | 18 | 11 | 19.48 | 4.0 | Standard | 1337.06 | 27.905141 | NM | 35.219121 | 0.000000 | Low_spent_Small_value_payments | 360.360224 | Standard | 139 |
39 | Doctor | 32875.170 | 4 | 1 | 8 | 2 | 6 | 0 | 11.55 | 4.0 | Good | 122.69 | 25.647469 | No | 30.868015 | 331.247510 | Low_spent_Small_value_payments | 193.644226 | Standard | 207 |
37 | Developer | 11911.715 | 5 | 6 | 11 | 6 | 25 | 20 | 11.41 | 8.0 | Standard | 1147.49 | 31.006582 | Yes | 33.122454 | 39.826995 | Low_spent_Small_value_payments | 308.814842 | Standard | 92 |
42 | Writer | 76440.520 | 0 | 4 | 9 | 2 | 9 | 0 | 10.85 | 4.0 | Good | 998.47 | 32.537242 | No | 96.749710 | 648.865308 | Low_spent_Small_value_payments | 209.089316 | Good | 246 |
34 | Writer | 30620.690 | 3 | 7 | 10 | 3 | 15 | 8 | 10.46 | 3.0 | Good | 1395.64 | 39.053994 | No | 67.053819 | 112.234238 | Low_spent_Small_value_payments | 342.984359 | Poor | 0 |
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