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ID | Описание | Дата |
---|---|---|
d9c14c92-a7f0-4567-89c0-2ef602a510be | unleash vertical infrastructures | 2015-09-26 |
f0f9e20b-9a8e-41b0-953f-d3846b1e7d59 | syndicate distributed web services | 2015-09-25 |
79a80651-7ed1-4885-9a1a-e6d403e6be52 | streamline front-end e-business | 2004-11-05 |
296997a0-0d6a-4a95-ab71-efdb2346067f | whiteboard viral e-services | 2010-12-27 |
5061d09c-cfd0-4e86-9dad-7abd333c7723 | architect back-end e-tailers | 1993-05-29 |
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 | Manager | 55662.64 | 4 | 6 | 6 | 3 | 32 | 20 | 11.06 | 2.0 | Standard | 1078.02 | 31.746170 | Yes | 90.949946 | 0.000000 | Low_spent_Medium_value_payments | 549.394196 | Standard | 0 |
43 | Media_Manager | 20133.61 | 8 | 7 | 18 | 6 | 12 | 18 | 8.10 | 5.0 | Standard | 1265.65 | 36.023675 | NM | 54.973084 | 112.017005 | Low_spent_Small_value_payments | 290.189995 | Poor | 155 |
25 | Developer | 10137006.00 | 3 | 6 | 13 | 3 | 28 | 0 | 8.47 | 4.0 | Standard | 1276.72 | 34.415923 | Yes | 124.548585 | 121.850429 | High_spent_Medium_value_payments | 465.479486 | Standard | 152 |
24 | Media_Manager | 61695.68 | 1 | 4 | 2 | 3 | 0 | 1 | 9.77 | 3.0 | Good | 654.60 | 31.440706 | No | 101.182626 | 505.860029 | Low_spent_Small_value_payments | 205.988012 | Standard | 400 |
21 | Teacher | 69506.16 | 8 | 6 | 17 | 1 | 15 | 20 | 16.76 | 4.0 | Standard | 460.46 | 42.469576 | Yes | 51.786142 | 41.289028 | High_spent_Large_value_payments | 733.742830 | Standard | 196 |
23 | Manager | 25622.61 | 6 | 7 | 7 | 2 | 16 | 18 | 15.74 | 4.0 | Standard | 326.09 | 29.701816 | Yes | 37.252866 | 231.355581 | Low_spent_Small_value_payments | 246.513304 | Standard | 205 |
39 | Lawyer | 19008.32 | 4 | 3 | 7 | 2 | 25 | 10 | 7.79 | 2.0 | Standard | 673.99 | 25.896890 | No | 31.093901 | 70.397526 | High_spent_Medium_value_payments | 331.011240 | Standard | 331 |
28 | Journalist | 88601.46 | 2 | 4 | 5 | 0 | 10 | 3 | 4.24 | 6.0 | Good | 794.53 | 27.664229 | No | 0.000000 | 185.185497 | High_spent_Large_value_payments | 805.260003 | Good | 301 |
53 | Journalist | 108397.59 | 3 | 5 | 10 | 3 | 13 | 0 | 0.84 | 2.0 | Good | 1458.47 | 31.875082 | No | 182.749865 | 0.000000 | High_spent_Large_value_payments | 758.240802 | Good | 363 |
28 | Architect | 38212.84 | 7 | 10 | 23 | 8 | 33 | 24 | 6.40 | 8.0 | Bad | 1384.44 | 27.981299 | Yes | 148.664725 | 127.791639 | High_spent_Medium_value_payments | 304.183969 | Poor | 93 |
42 | Developer | 30366.16 | 7 | 4 | 18 | 4 | 12 | 11 | 14.11 | 1.0 | Standard | 804.31 | 35.496226 | Yes | 62.001345 | 36.780239 | High_spent_Medium_value_payments | 384.169749 | Standard | 241 |
32 | Writer | 16489.74 | 4 | 3 | 10 | 3 | 18 | 12 | 18.18 | 5.0 | Standard | 1367.75 | 30.542121 | Yes | 28.848141 | 140.550962 | Low_spent_Small_value_payments | 235.615396 | Standard | 0 |
52 | Musician | 42274.96 | 3 | 7 | 1 | 0 | 12 | 7 | 11.79 | 2.0 | Good | 703.05 | 31.493561 | No | 0.000000 | 297.350067 | Low_spent_Small_value_payments | 321.141267 | Standard | 370 |
25 | Writer | 36412.86 | 7 | 4 | 7 | 3 | 20 | 19 | 4.06 | 0.0 | Standard | 1485.18 | 36.635145 | No | 71.178510 | 85.525071 | High_spent_Small_value_payments | 408.736918 | Standard | 314 |
53 | Architect | 110443.20 | 8 | 3 | 8 | 2 | 29 | 15 | 11.16 | 5.0 | Standard | 1330.29 | 34.584689 | Yes | 183.684916 | 65.369426 | High_spent_Large_value_payments | 930.805659 | Standard | 381 |
55 | Journalist | 30412.85 | 3 | 4 | 14 | 0 | 7 | 9 | 2.81 | 2.0 | Standard | 1220.51 | 35.558076 | No | 0.000000 | 150.791124 | High_spent_Small_value_payments | 387.349293 | Standard | 328 |
46 | Mechanic | 22269.09 | 7 | 6 | 5 | 0 | 29 | 20 | 19.61 | 3.0 | Standard | 529.22 | 35.300966 | NM | 0.000000 | 27.173576 | High_spent_Large_value_payments | 406.002174 | Standard | 231 |
44 | Manager | 59789.00 | 3 | 4 | 1 | 1 | 6 | 10 | 8.06 | 1.0 | Good | 1155.96 | 34.553342 | No | 36.122061 | 643.248394 | Low_spent_Small_value_payments | 122.571212 | Standard | 357 |
45 | Entrepreneur | 30812.96 | 1 | 7 | 3 | 1 | 10 | 6 | 8.21 | 4.0 | Good | 990.47 | 25.050375 | NM | 24.064890 | 65.497955 | High_spent_Small_value_payments | 412.711822 | Poor | 350 |
21 | Mechanic | 65735.46 | 7 | 7 | 10 | 4 | 8 | 10 | 13.55 | 7.0 | Standard | 106.96 | 38.137482 | Yes | 129.261943 | 421.313838 | Low_spent_Small_value_payments | 306.019720 | Standard | 395 |
52 | Entrepreneur | 27759.32 | 8 | 6 | 9 | 1 | 14 | 0 | 11.35 | 5.0 | Standard | 245.30 | 36.176361 | No | 15.548726 | 59.821859 | High_spent_Large_value_payments | 406.557081 | Standard | 290 |
25 | Media_Manager | 59134.00 | 3 | 7 | 6 | 3 | 13 | 0 | 4.86 | 2.0 | Good | 776.03 | 24.312392 | No | 79.126613 | 93.389209 | High_spent_Medium_value_payments | 544.467511 | Standard | 234 |
44 | Architect | 44620.44 | 0 | 5 | 12 | 2 | 4 | 13 | 4.57 | 1.0 | Good | 286.90 | 30.249948 | No | 50.788305 | 79.719601 | High_spent_Large_value_payments | 459.129094 | Good | 314 |
55 | Doctor | 102131.04 | 5 | 5 | 10 | 0 | 23 | 12 | 8.81 | 6.0 | Standard | 27.19 | 44.180492 | No | 0.000000 | 210.827250 | High_spent_Large_value_payments | 892.364750 | Standard | 360 |
39 | Media_Manager | 142725.80 | 5 | 2 | 12 | 0 | 6 | 13 | 3.22 | 3.0 | Good | 450.68 | 33.151412 | No | 0.000000 | 1203.467540 | Low_spent_Medium_value_payments | 263.314126 | Good | 249 |
39 | Musician | 104273.04 | 1 | 7 | 6 | 2 | 5 | 1 | 3.74 | 4.0 | Good | 658.75 | 34.004359 | No | 100.628916 | 189.853510 | High_spent_Small_value_payments | 867.559574 | Good | 271 |
48 | Mechanic | 47202.12 | 3 | 3 | 12 | 0 | 7 | 20 | 1.39 | 7.0 | Standard | 1333.49 | 39.745669 | No | 0.000000 | 191.621784 | Low_spent_Medium_value_payments | 504.829216 | Standard | 339 |
31 | Entrepreneur | 15628.59 | 1 | 5 | 11 | 2 | 10 | 6 | 4.38 | 4.0 | Good | 883.38 | 24.573771 | No | 21.271029 | 128.372993 | Low_spent_Small_value_payments | 261.694228 | Standard | 263 |
17 | Musician | 72817.88 | 7 | 4 | 18 | 1 | 22 | 21 | 18.86 | 5.0 | Standard | 717.37 | 31.710635 | Yes | 46.556105 | 196.985245 | Low_spent_Medium_value_payments | 672.874317 | Poor | 212 |
38 | Musician | 48996.08 | 5 | 7 | 12 | 4 | 27 | 16 | 13.31 | 1.0 | Standard | 285.29 | 34.083764 | Yes | 135.683692 | 238.830922 | High_spent_Small_value_payments | 265.386053 | Standard | 219 |
44 | Architect | 70342.30 | 7 | 6 | 16 | 2 | 20 | 10 | 9.50 | 5.0 | Standard | 180.38 | 33.734763 | Yes | 96.629123 | 282.257849 | Low_spent_Small_value_payments | 494.998861 | Standard | 0 |
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