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ID | Описание | Дата |
---|---|---|
e5164e4b-f581-45f8-b917-9af1d94ca6ef | facilitate out-of-the-box infrastructures | 2016-01-03 |
18f657f4-54fe-478c-b7bf-1c8c627d1d43 | engineer e-business bandwidth | 1982-06-01 |
a65cc74f-44b2-4754-8c6c-f80c4365c1f4 | re-contextualize sticky supply-chains | 2018-01-24 |
2d9c65b1-2e35-4d31-83cd-d9a9374adb5d | brand killer networks | 2008-02-08 |
705545b9-bc64-4747-99f7-d8a3187d7f15 | reinvent compelling interfaces | 1974-11-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Media_Manager | 12070.845 | 8 | 5 | 8 | 4 | 14 | 12 | 2.96 | 1.0 | Standard | 759.86 | 28.830782 | Yes | 31.349970 | 75.901964 | Low_spent_Small_value_payments | 291.638441 | Standard | 341 |
20 | Mechanic | 173968.960 | 4 | 7 | 1 | 1 | 7 | 4 | 4.54 | 3.0 | Good | 1486.89 | 36.679906 | No | 72.752916 | 113.781746 | High_spent_Large_value_payments | 1510.106671 | Standard | 362 |
27 | Entrepreneur | 29901.970 | 3 | 4 | 7 | 2 | 15 | 9 | 1.07 | 1.0 | Good | 319.85 | 24.255358 | No | 42.434309 | 26.996290 | High_spent_Medium_value_payments | 426.852485 | Standard | 265 |
31 | Journalist | 36779.340 | 6 | 5 | 20 | 3 | 21 | 16 | 5.35 | 8.0 | Standard | 1215.19 | 36.358295 | NM | 47.474774 | 86.384163 | High_spent_Medium_value_payments | 400.935563 | Standard | 120 |
45 | Engineer | 8053.370 | 6 | 5 | 6 | 5 | 14 | 0 | 12.10 | 7.0 | Standard | 886.98 | 35.250813 | Yes | 18.949117 | 48.685712 | Low_spent_Small_value_payments | 287.976588 | Standard | 135 |
38 | Entrepreneur | 15512.055 | 3 | 4 | 13 | 5 | 10 | 6 | 16.95 | 4.0 | Standard | 865.30 | 25.014816 | Yes | 48.133045 | 158.552576 | Low_spent_Small_value_payments | 226.481505 | Standard | 138 |
37 | Entrepreneur | 41772.180 | 4 | 4 | 13 | 4 | 10 | 18 | 13.50 | 9.0 | Standard | 1383.84 | 30.877969 | Yes | 119.088055 | 211.605551 | Low_spent_Medium_value_payments | 285.807895 | Standard | 0 |
38 | Teacher | 85280.880 | 3 | 3 | 2 | 0 | 7 | 9 | 1.89 | 7.0 | Good | 825.18 | 36.526718 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 455.256795 | Good | 357 |
56 | Lawyer | 32937.830 | 8 | 6 | 11 | 4 | 20 | 15 | 4.95 | 0.0 | Standard | 134.09 | 37.701736 | No | 79.585709 | 0.000000 | Low_spent_Large_value_payments | 256.278685 | Poor | 218 |
20 | Teacher | 81995.320 | 3 | 7 | 5 | 4 | 20 | 10 | 9.47 | 4.0 | Standard | 193.78 | 35.344312 | Yes | 175.902780 | 55.762053 | High_spent_Large_value_payments | 717.129501 | Standard | 234 |
26 | Doctor | 21508.720 | 1 | 4 | 6 | 0 | 23 | 9 | 0.86 | 2.0 | Good | 1074.99 | 29.067160 | No | 0.000000 | 145.797026 | Low_spent_Small_value_payments | 334.042307 | Poor | 342 |
26 | Engineer | 21613.570 | 4 | 7 | 18 | 7 | 18 | 14 | 18.42 | 5.0 | Standard | 878.38 | 34.846979 | Yes | 99.974141 | 64.937552 | Low_spent_Medium_value_payments | 286.701390 | Standard | 173 |
21 | Developer | 19566.150 | 5 | 7 | 5 | 7 | 5 | 0 | 8.93 | 8.0 | Standard | 556.73 | 30.181578 | Yes | 58.359737 | 145.577859 | Low_spent_Large_value_payments | 254.913654 | Standard | 112 |
18 | Engineer | 164861.360 | 4 | 3 | 11 | 0 | 2 | 0 | 9.83 | 1.0 | Good | 455.55 | 40.330259 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1272.158532 | Standard | 225 |
36 | Mechanic | 18910.830 | 1 | 4 | 7 | 0 | 28 | 10 | 2.88 | 3.0 | Good | 912.67 | 31.088268 | NM | 0.000000 | 66.941330 | Low_spent_Large_value_payments | 364.048920 | Poor | 301 |
44 | Accountant | 92561.200 | 8 | 3 | 15 | 3 | 28 | 10 | 11.71 | 3.0 | Standard | 267.55 | 33.039610 | NM | 189.305744 | 0.000000 | High_spent_Medium_value_payments | 559.552647 | Standard | 195 |
41 | Journalist | 87502.530 | 7 | 7 | 14 | 3 | 20 | 16 | 8.35 | 3.0 | Standard | 1071.88 | 23.478949 | No | 167.959794 | 287.620676 | Low_spent_Medium_value_payments | 552.207280 | Standard | 336 |
29 | Media_Manager | 69194.980 | 3 | 4 | 16 | 0 | 27 | 11 | 14.43 | 10.0 | Standard | 911.82 | 32.359675 | Yes | 0.000000 | 578.874870 | Low_spent_Small_value_payments | 276.849964 | Standard | 236 |
33 | Teacher | 93704.190 | 3 | 4 | 20 | 2 | 26 | 18 | 19.21 | 5.0 | Standard | 1194.35 | 31.535424 | Yes | 88.939271 | 0.000000 | High_spent_Large_value_payments | 741.990852 | Standard | 344 |
33 | Journalist | 13961.155 | 6 | 3 | 20 | 4 | 15 | 0 | 6.73 | 0.0 | Standard | 1406.02 | 32.441946 | No | 40.171415 | 147.877569 | Low_spent_Small_value_payments | 234.193974 | Standard | 333 |
55 | Architect | 22283.070 | 4 | 4 | 17 | 3 | 24 | 17 | 14.56 | 2.0 | Standard | 160.38 | 24.265404 | Yes | 52.135736 | 200.365619 | Low_spent_Small_value_payments | 230.890895 | Standard | 262 |
44 | Developer | 18048.880 | 10 | 5 | 15 | 6 | 22 | 0 | 18.56 | 6.0 | Bad | 1257.05 | 23.598425 | Yes | 86.768356 | 48.132846 | High_spent_Medium_value_payments | 282.006131 | Standard | 159 |
36 | Developer | 16864.180 | 5 | 4 | 18 | 4 | 29 | 8 | 15.30 | 6.0 | Standard | 262.98 | 23.412159 | Yes | 44.271842 | 104.095361 | Low_spent_Medium_value_payments | 279.067631 | Standard | 294 |
25 | Journalist | 71172.680 | 4 | 5 | 11 | 2 | 20 | 20 | 0.00 | 6.0 | Good | 193.48 | 38.213994 | No | 94.035221 | 121.149871 | High_spent_Medium_value_payments | 603.320575 | Good | 321 |
52 | Scientist | 24376.730 | 7 | 4 | 9 | 1 | 24 | 7 | 5.90 | 6.0 | Standard | 1125.30 | 36.764938 | Yes | 18.305190 | 148.577447 | Low_spent_Small_value_payments | 315.756780 | Standard | 201 |
31 | Developer | 73052.940 | 4 | 4 | 14 | 2 | 25 | 13 | 1.93 | 3.0 | Standard | 583.73 | 33.266729 | Yes | 64.603937 | 292.542027 | Low_spent_Small_value_payments | 523.828536 | Poor | 320 |
24 | Developer | 54000.900 | 4 | 5 | 14 | 2 | 30 | 13 | 3.28 | 3.0 | Standard | 1105.99 | 26.581928 | No | 78.812017 | 161.406975 | High_spent_Medium_value_payments | 475.888508 | Standard | 296 |
16 | Accountant | 120015.520 | 7 | 7 | 14 | 2 | 15 | 13 | 7.88 | 7.0 | Standard | 1236.14 | 29.111121 | Yes | 155.501023 | 875.774844 | Low_spent_Small_value_payments | 279.553466 | Standard | 257 |
39 | Scientist | 89126.250 | 4 | 5 | 19 | 2 | 9 | 662 | 15.80 | 8.0 | Standard | 631.58 | 32.165480 | Yes | 125.293142 | 234.713007 | High_spent_Medium_value_payments | 657.512601 | Standard | 219 |
20 | Manager | 36398.140 | 5 | 7 | 4 | 1 | 6 | 9 | 4.08 | 4.0 | Good | 248.38 | 27.462733 | No | 19.498619 | 0.000000 | Low_spent_Small_value_payments | 424.563863 | Poor | 213 |
40 | Mechanic | 10585.100 | 8 | 4 | 6 | 4 | 25 | 8 | 6.85 | 5.0 | Standard | 0.56 | 24.044146 | Yes | 29.541637 | 18.970066 | High_spent_Medium_value_payments | 260.497463 | Standard | 149 |
39 | Writer | 87695.340 | 2 | 7 | 7 | 0 | 5 | 0 | 6.52 | 6.0 | Good | 361.68 | 42.042234 | No | 0.000000 | 160.701966 | High_spent_Small_value_payments | 833.092534 | Standard | 0 |
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