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ID | Описание | Дата |
---|---|---|
f04e3ec5-6231-44a2-b94e-d2fb23eb40de | engage B2C platforms | 2014-10-10 |
06aaacd5-1c7f-4bd8-9407-50d1167d10ef | optimize strategic relationships | 1983-08-25 |
203f3fbe-0790-4d08-843d-80b8478e94db | monetize seamless portals | 1982-04-26 |
dbf5fdca-312c-4732-84ed-4b5f8f51c8ef | brand strategic portals | 1972-03-17 |
de8fbe4d-00cc-4c40-9508-d8a6053979f9 | incubate web-enabled e-markets | 2000-11-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Developer | 11968.510 | 3 | 4 | 16 | 2 | 20 | 20 | 10.95 | 0.0 | Standard | 685.74 | 34.787911 | NM | 18.074485 | 109.062303 | Low_spent_Small_value_payments | 288.300795 | Standard | 298 |
24 | Accountant | 34428.210 | 2 | 4 | 8 | 0 | 3 | 12 | 0.00 | 0.0 | Good | 180.70 | 38.279832 | No | 0.000000 | 31.633260 | High_spent_Medium_value_payments | 475.868490 | Good | 327 |
46 | Lawyer | 32017.750 | 7 | 7 | 8 | 4 | 8 | 19 | 0.00 | 9.0 | Standard | 776.86 | 36.798389 | Yes | 73.285057 | 129.924821 | Low_spent_Small_value_payments | 377.304706 | Poor | 129 |
41 | Mechanic | 69707.310 | 6 | 6 | 12 | 2 | 17 | 8 | 0.99 | 3.0 | Standard | 9.65 | 30.360371 | No | 108.479101 | 78.203296 | High_spent_Large_value_payments | 614.211853 | Standard | 318 |
33 | Manager | 76443.150 | 3 | 7 | 17 | 3 | 8 | 1015 | 10.32 | 0.0 | Standard | 1318.40 | 29.866049 | NM | 116.821548 | 536.741609 | Low_spent_Large_value_payments | 240.863093 | Standard | 395 |
44 | Journalist | 17064.095 | 1 | 2 | 8 | 1 | 11 | 4 | 0.70 | 4.0 | Good | 858.33 | 36.608792 | No | 10.808131 | 185.603525 | Low_spent_Small_value_payments | 247.689136 | Good | 241 |
42 | Engineer | 83245.140 | 2 | 3 | 8 | 1 | 7 | 5 | 4.47 | 9.0 | Good | 1229.40 | 32.603300 | No | 67.692175 | 119.462192 | High_spent_Medium_value_payments | 766.555133 | Standard | 250 |
46 | Engineer | 29873.960 | 5 | 4 | 10 | 0 | 26 | 5 | 9.76 | 9.0 | Good | 1117.08 | 26.265020 | No | 0.000000 | 295.862992 | Low_spent_Small_value_payments | 241.886675 | Poor | 317 |
40 | Doctor | 63079.460 | 2 | 4 | 11 | 4 | 5 | 10 | 0.72 | 0.0 | Good | 900.32 | 23.743463 | No | 110.234517 | 612.238319 | Low_spent_Small_value_payments | 64.189330 | Good | 372 |
31 | Media_Manager | 17004.860 | 10 | 10 | 18 | 2 | 24 | 16 | 3.49 | 8.0 | Bad | 1261.59 | 29.476510 | Yes | 25.022769 | 88.313699 | Low_spent_Small_value_payments | 299.770698 | Standard | 149 |
29 | Architect | 37580.340 | 5 | 2 | 7 | 4 | 9 | 9 | 1.88 | 2.0 | Good | 471.32 | 31.842883 | No | 93.474333 | 290.132239 | Low_spent_Small_value_payments | 190.062928 | Standard | 371 |
18 | Developer | 15169.510 | 3 | 7 | 12 | 4 | 25 | 18 | 12.14 | 5.0 | Standard | 1179.95 | 39.485891 | Yes | 33.073620 | 48.491552 | Low_spent_Small_value_payments | 312.247411 | Standard | 165 |
19 | Musician | 35361.270 | 4 | 6 | 7 | 0 | 6 | 4 | 5.91 | 5.0 | Good | 982.38 | 27.737593 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 460.336681 | Standard | 204 |
18 | Scientist | 22433.660 | 7 | 5 | 13 | 0 | 28 | 6 | 16.59 | 8.0 | Standard | 1013.53 | 38.697156 | Yes | 0.000000 | 37.289851 | Low_spent_Large_value_payments | 390.157315 | Standard | 198 |
29 | Doctor | 78809.880 | 8 | 4 | 6 | 3 | 17 | 10 | 7.57 | 7.0 | Standard | 203.21 | 26.660912 | Yes | 172.150324 | 235.348917 | High_spent_Medium_value_payments | 476.649759 | Standard | 243 |
43 | Journalist | 35871.700 | 3 | 6 | 6 | 1 | 22 | 3 | 7.87 | 0.0 | Good | 176.96 | 25.855838 | No | 24.574642 | 156.672673 | High_spent_Small_value_payments | 391.883518 | Standard | 333 |
21 | Accountant | 159958.320 | 5 | 3 | 10 | 1 | 4 | 4 | 9.51 | 2.0 | Good | 803.57 | 43.946414 | No | 114.939707 | 333.389288 | High_spent_Large_value_payments | 1107.857006 | Standard | 186 |
44 | Lawyer | 70686.440 | 0 | 1 | 4 | 4 | 13 | 10 | 0.93 | 2.0 | Good | 1488.12 | 38.282223 | NM | 164.456949 | 115.901513 | High_spent_Medium_value_payments | 550.195204 | Standard | 286 |
22 | Engineer | 89291.910 | 5 | 7 | 7 | 0 | 28 | 17 | 16.22 | 3.0 | Standard | 1166.88 | 33.465844 | Yes | 0.000000 | 501.492431 | Low_spent_Small_value_payments | 562.606819 | Standard | 0 |
25 | Musician | 20833.080 | 4 | 5 | 17 | 5 | 15 | 6 | 18.73 | 8.0 | Standard | 1231.29 | 22.478122 | Yes | 67.485574 | 88.122340 | Low_spent_Medium_value_payments | 285.101086 | Standard | 136 |
55 | Mechanic | 41481.820 | 1 | 3 | 4 | 3 | 8 | 0 | 11.68 | 2.0 | Good | 650.20 | 24.716892 | No | 175.427233 | 81.667342 | High_spent_Small_value_payments | 435.595679 | Standard | 241 |
18 | Media_Manager | 38992.570 | 3 | 3 | 3 | 0 | 7 | 6 | 4.23 | 3.0 | Good | 1059.46 | 28.259243 | No | 0.000000 | 33.602240 | High_spent_Medium_value_payments | 530.835844 | Good | 299 |
46 | Teacher | 14842.650 | 7 | 4 | 8 | 2 | 26 | 7 | 15.22 | 4.0 | Standard | 1086.11 | 33.601438 | Yes | 15.346410 | 138.890574 | Low_spent_Small_value_payments | 241.151767 | Standard | 269 |
41 | Developer | 15907.910 | 8 | 6 | 34 | 5 | 60 | 13 | 6.43 | 10.0 | Standard | 1424.12 | 31.921105 | NM | 55.894362 | 68.306308 | Low_spent_Medium_value_payments | 283.065247 | Poor | 85 |
40 | Scientist | 92067.990 | 4 | 4 | 18 | 2 | 24 | 13 | 7.81 | 6.0 | Standard | 1398.94 | 34.184173 | Yes | 152.651637 | 613.482362 | Low_spent_Medium_value_payments | 259.399251 | Standard | 320 |
18 | Accountant | 36368.770 | 7 | 3 | 12 | 4 | 23 | 13 | 5.76 | 1.0 | Standard | 347.66 | 36.442769 | No | 83.044884 | 59.579858 | High_spent_Small_value_payments | 440.348341 | Standard | 230 |
21 | Architect | 19428.030 | 7 | 6 | 7 | 1 | 6 | 10 | 13.10 | 9.0 | Standard | 798.10 | 37.942740 | Yes | 9.076123 | 16.870016 | High_spent_Large_value_payments | 394.954111 | Standard | 356 |
17 | Architect | 22077.270 | 3 | 7 | 8 | 2 | 6 | 10 | 22.84 | 8.0 | Standard | 918.22 | 37.175848 | Yes | 30.079707 | 145.621681 | Low_spent_Medium_value_payments | 295.375862 | Standard | 121 |
23 | Mechanic | 16579.550 | 7 | 6 | 12 | 2 | 20 | 12 | 13.74 | 12.0 | Standard | 1467.16 | 33.299111 | NM | 16.954019 | 0.000000 | Low_spent_Medium_value_payments | 334.606437 | Poor | 233 |
22 | Musician | 29074.200 | 8 | 6 | 5 | 4 | 16 | 20 | 18.45 | 3.0 | Standard | 867.27 | 37.860724 | Yes | 52.507950 | 103.545610 | High_spent_Medium_value_payments | 353.531440 | Standard | 364 |
28 | Engineer | 51324.820 | 7 | 3 | 11 | 1 | 22 | 13 | 7.49 | 8.0 | Standard | 138.16 | 34.040277 | Yes | 28.735662 | 92.932635 | High_spent_Medium_value_payments | 563.338537 | Standard | 211 |
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