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ID | Описание | Дата |
---|---|---|
271ba281-b5e5-4b8c-a972-89a07f2a9dd1 | enable back-end deliverables | 1981-05-06 |
b180705c-c58a-4d0a-9a3c-35226c402553 | deploy B2B channels | 2019-01-20 |
f9594ed5-db59-4e39-b4bb-bf3fbd235a14 | utilize back-end markets | 2006-09-04 |
ac17f821-23f9-49d6-ab95-49106024b698 | enhance dot-com platforms | 1975-05-15 |
0cb11848-4542-4eb7-a879-27f758613fd4 | monetize plug-and-play deliverables | 1979-12-02 |
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 | Accountant | 60843.330 | 4 | 6 | 14 | 3 | 22 | 18 | 19.42 | 6.0 | Standard | 1494.43 | 29.686141 | NM | 151.978850 | 240.847473 | Low_spent_Small_value_payments | 387.401428 | Standard | 241 |
53 | Mechanic | 42048.240 | 6 | 4 | 5 | 2 | 22 | 8 | 9.54 | 1.0 | Good | 975.52 | 36.595260 | No | 53.581463 | 276.941021 | Low_spent_Medium_value_payments | 325.279515 | Good | 348 |
28 | Teacher | 70099.040 | 1 | 1 | 10 | 3 | 5 | 6 | 9.85 | 0.0 | Good | 498.61 | 25.539135 | No | 121.917915 | 540.420387 | Low_spent_Medium_value_payments | 226.520365 | Good | 287 |
34 | Media_Manager | 43436.270 | 0 | 1 | 5 | 2 | 6 | 2 | 8.19 | 4.0 | Good | 63.92 | 26.301168 | No | 58.411588 | 55.901305 | High_spent_Medium_value_payments | 484.456024 | Good | 210 |
36 | Teacher | 59961.820 | 5 | 1 | 7 | 3 | 14 | 1 | 7.07 | 6.0 | Good | 91.38 | 31.920862 | No | 93.842336 | 160.252150 | High_spent_Medium_value_payments | 494.287348 | Good | 358 |
25 | Media_Manager | 11189.065 | 6 | 3 | 15 | 3 | 24 | 11 | 17.09 | 7.0 | Standard | 761.18 | 38.820901 | Yes | 18.439801 | 0.000000 | Low_spent_Small_value_payments | 235.704701 | Standard | 131 |
16 | Writer | 19980.360 | 4 | 3 | 6 | 3 | 30 | 0 | 19.44 | 8.0 | Standard | 1477.83 | 27.910168 | Yes | 25.805439 | 184.117462 | Low_spent_Small_value_payments | 230.680099 | Standard | 262 |
14 | Developer | 43270.470 | 3 | 4 | 19 | 2 | 12 | 18 | 15.01 | 5.0 | Standard | 1401.86 | 33.841469 | Yes | 71.750876 | 126.709917 | High_spent_Medium_value_payments | 439.826457 | Standard | 204 |
14 | Manager | 123242.360 | 5 | 3 | 9 | 2 | 21 | 16 | 11.73 | 6.0 | Standard | 37.69 | 27.895365 | Yes | 180.100791 | 579.830468 | High_spent_Small_value_payments | 551.488407 | Standard | 295 |
44 | Teacher | 10952.320 | 6 | 4 | 6 | 1 | 20 | 19 | 10.64 | 4.0 | Standard | 1270.54 | 31.218439 | NM | 65.873141 | 61.509460 | Low_spent_Medium_value_payments | 279.546704 | Standard | 287 |
33 | Architect | 21884.210 | 3 | 7 | 9 | 0 | 21 | 9 | 1.99 | 5.0 | Standard | 847.15 | 37.950785 | NM | 0.000000 | 112.471875 | High_spent_Small_value_payments | 310.596542 | Standard | 335 |
19 | Journalist | 15508.430 | 4 | 4 | 16 | 4 | 21 | 18 | 3.07 | 0.0 | Standard | 1370.52 | 24.019495 | Yes | 43.057895 | 162.388832 | Low_spent_Small_value_payments | 224.590191 | Standard | 0 |
30 | Media_Manager | 43894.240 | 4 | 7 | 16 | 4 | 6 | 13 | 12.69 | 3.0 | Standard | 1422.84 | 23.793515 | Yes | 142.963448 | 91.421631 | High_spent_Large_value_payments | 374.700255 | Standard | 387 |
54 | Writer | 57365.730 | 8 | 4 | 8 | 2 | 28 | 6 | 13.82 | 4.0 | Standard | 997.45 | 32.786967 | NM | 77.391006 | 191.399935 | High_spent_Medium_value_payments | 454.256809 | Good | 207 |
53 | Media_Manager | 8937040.000 | 0 | 7 | 9 | 0 | 6 | 0 | 11.24 | 4.0 | Good | 1234.30 | 34.496336 | No | 0.000000 | 62.384605 | High_spent_Small_value_payments | 371.953395 | Standard | 352 |
47 | Writer | 31029.870 | 1 | 4 | 11 | 2 | 2 | 3 | 1.61 | 3.0 | Good | 1347.05 | 38.873075 | No | 34.949220 | 198.700765 | Low_spent_Small_value_payments | 342.032265 | Standard | 193 |
24 | Lawyer | 66610.280 | 4 | 5 | 9 | 2 | 17 | 12 | 22.71 | 7.0 | Standard | 1167.86 | 39.420843 | Yes | 84.914150 | 513.027404 | Low_spent_Small_value_payments | 231.644113 | Poor | 397 |
43 | Architect | 93529.050 | 5 | 4 | 17 | 2 | 23 | 9 | 1.33 | 9.0 | Standard | 757.74 | 31.599209 | Yes | 122.840718 | 0.000000 | Low_spent_Large_value_payments | 612.082707 | Standard | 233 |
25 | Architect | 41754.920 | 6 | 9 | 23 | 5 | 44 | 15 | 9.46 | 6.0 | Bad | 1479.37 | 25.996190 | NM | 131.199469 | 374.116859 | Low_spent_Small_value_payments | 152.641338 | Standard | 148 |
43 | Entrepreneur | 14667.260 | 6 | 4 | 19 | 1 | 12 | 21 | 0.00 | 5.0 | Standard | 80.61 | 38.365114 | No | 11.669519 | 96.206991 | Low_spent_Small_value_payments | 309.150656 | Standard | 234 |
51 | Doctor | 28169.690 | 7 | 3 | 15 | 0 | 11 | 18 | 9.95 | 8.0 | Standard | 330.54 | 29.149743 | No | 0.000000 | 179.629574 | Low_spent_Medium_value_payments | 317.517842 | Standard | 348 |
26 | Mechanic | 82394.160 | 6 | 3 | 19 | 2 | 25 | 9 | 7.09 | 9.0 | Standard | 676.20 | 25.747270 | Yes | 85.567589 | 457.479933 | Low_spent_Medium_value_payments | 414.570477 | Standard | 142 |
24 | Journalist | 17340.775 | 6 | 5 | 10 | 2 | 10 | 10 | 18.07 | 1.0 | Standard | 252.17 | 32.359335 | NM | 20.397177 | 138.572896 | Low_spent_Medium_value_payments | 267.836386 | Standard | 210 |
45 | Developer | 66571.100 | 2 | 1 | 2 | 3 | 1 | 12 | 5.62 | 0.0 | Good | 1354.15 | 38.812542 | No | 86.952032 | 142.547540 | High_spent_Medium_value_payments | 571.659595 | Standard | 191 |
54 | Media_Manager | 65869.240 | 1 | 7 | 10 | 3 | 1 | 8 | 5.20 | 2.0 | Good | 506.20 | 26.734331 | No | 154.162231 | 326.247003 | Low_spent_Medium_value_payments | 369.801099 | Good | 220 |
46 | Doctor | 21809.350 | 5 | 7 | 10 | 1 | 5 | 1 | 1.56 | 5.0 | Good | 739.01 | 27.330580 | No | 16.392358 | 116.198844 | Low_spent_Small_value_payments | 324.653381 | Standard | 298 |
35 | Developer | 43285.200 | 8 | 4 | 17 | 1 | 13 | 13 | 11.55 | 1.0 | Standard | 890.54 | 36.285066 | No | 19.939416 | 127.078831 | Low_spent_Large_value_payments | 455.691754 | Standard | 209 |
18 | Writer | 73436.070 | 8 | 5 | 12 | 1 | 23 | 8 | 9.51 | 1.0 | Standard | 45.50 | 35.511127 | Yes | 45.197591 | 128.817078 | High_spent_Large_value_payments | 685.152581 | Standard | 287 |
33 | Media_Manager | 113637.690 | 4 | 6 | 4 | 2 | 0 | 8 | 7.27 | 0.0 | Good | 23.94 | 39.523027 | No | 139.970076 | 350.133146 | High_spent_Medium_value_payments | 721.977528 | Good | 363 |
37 | Lawyer | 98087.760 | 4 | 4 | 8 | 4 | 7 | 10 | 11.90 | 8.0 | Standard | 55.46 | 34.333078 | Yes | 184.255999 | 128.647811 | High_spent_Large_value_payments | 716.194190 | Standard | 149 |
49 | Manager | 59412.780 | 4 | 7 | 14 | 1 | 23 | 9 | 12.73 | 3.0 | Standard | 936.76 | 35.286621 | NM | 37.556943 | 205.363162 | High_spent_Small_value_payments | 524.386395 | Standard | 325 |
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