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ID | Описание | Дата |
---|---|---|
a9359188-c098-4916-8a98-46c1809a2c26 | architect user-centric info-mediaries | 2003-06-13 |
1736595d-9058-4fda-aafc-b2f5645cbd4c | leverage front-end architectures | 2017-12-19 |
e842f541-33ae-4af3-9526-9df4aa2e3119 | architect strategic info-mediaries | 2012-02-19 |
101a187a-c333-4a32-a4e1-5366d9c289ae | transform cross-media applications | 2007-04-04 |
0bc96216-7095-41b6-a385-8033cc528b26 | reinvent dynamic models | 2011-08-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Teacher | 18305.250 | 2 | 1 | 4 | 0 | 14 | 9 | 5.27 | 3.0 | Good | 363.51 | 29.814723 | NM | 0.000000 | 142.751896 | Low_spent_Small_value_payments | 302.991854 | Good | 247 |
24 | Mechanic | 11731.585 | 8 | 3 | 6 | 2 | 14 | 7 | 0.00 | 2.0 | Standard | 289.73 | 29.281986 | Yes | 15.359697 | 0.000000 | High_spent_Small_value_payments | 288.662512 | Standard | 229 |
48 | Developer | 27311.970 | 5 | 3 | 20 | 4 | 28 | 20 | 16.04 | 6.0 | Standard | 606.78 | 35.501465 | Yes | 88.738054 | 98.021053 | High_spent_Medium_value_payments | 298.140643 | Standard | 371 |
36 | Manager | 12332.855 | 7 | 7 | 9 | 4 | 14 | 13 | 13.92 | 4.0 | Standard | 1169.76 | 33.400580 | Yes | 20.650802 | 0.000000 | Low_spent_Small_value_payments | 325.083638 | Standard | 186 |
55 | Entrepreneur | 69823.720 | 4 | 2 | 3 | 4 | 8 | 1 | 6.97 | 5.0 | Good | 163.11 | 22.832887 | No | 128.574933 | 677.235685 | Low_spent_Small_value_payments | 38.953715 | Good | 336 |
34 | Scientist | 76338.680 | 4 | 6 | 19 | 1 | 11 | 8 | 12.18 | 6.0 | Standard | 965.06 | 41.033648 | Yes | 52.630065 | 166.500234 | High_spent_Large_value_payments | 681.725368 | Standard | 162 |
18 | Lawyer | 30355.350 | 6 | 3 | 12 | 4 | 30 | 8 | 0.91 | 1.0 | Standard | 1328.41 | 34.399729 | No | 64.480944 | 0.000000 | Low_spent_Small_value_payments | 148.708875 | Standard | 195 |
53 | Musician | 44789.640 | 2 | 3 | 8 | 0 | 11 | 5 | 8.99 | 2.0 | Good | 122.27 | 27.875816 | No | 0.000000 | 118.817659 | High_spent_Medium_value_payments | 495.029341 | Good | 197 |
18 | Doctor | 20485.760 | 3 | 2 | 11 | 3 | 0 | 14 | 3.65 | 2.0 | Good | 1362.09 | 25.192194 | No | 29.226493 | 183.787259 | Low_spent_Small_value_payments | 272.000914 | Good | 291 |
42 | Developer | 163978.400 | 2 | 2 | 7 | 1 | 9 | 1 | 2.94 | 6.0 | Good | 789.36 | 39.723652 | No | 121.396026 | 211.274547 | High_spent_Large_value_payments | 1290.416094 | Standard | 0 |
36 | Musician | 11482.565 | 4 | 3 | 10 | 3 | 19 | 17 | 3.05 | 7.0 | Standard | 517.07 | 26.798980 | No | 15.370863 | 97.624145 | Low_spent_Small_value_payments | 289.893034 | Good | 190 |
32 | Engineer | 92509.380 | 7 | 4 | 12 | 0 | 21 | 0 | 9.92 | 2.0 | Good | 1167.56 | 35.060271 | No | 0.000000 | 241.531738 | High_spent_Medium_value_payments | 796.079762 | Standard | 209 |
31 | Media_Manager | 32187.360 | 4 | 3 | 9 | 4 | 6 | 13 | 1.40 | 4.0 | Good | 366.87 | 34.884509 | No | 106.821939 | 298.386915 | Low_spent_Small_value_payments | 127.119145 | Poor | 0 |
39 | Teacher | 16154.255 | 6 | 3 | 7 | 3 | 9 | 17 | 5.11 | 0.0 | Standard | 1232.63 | 33.157963 | Yes | 24.027842 | 71.965058 | Low_spent_Large_value_payments | 324.625891 | Standard | 206 |
31 | Engineer | 35300.500 | 3 | 5 | 14 | 4 | 14 | 11 | 12.08 | 5.0 | Standard | 404.81 | 28.831994 | Yes | 106.104078 | 69.018448 | High_spent_Small_value_payments | 382.148307 | Standard | 0 |
43 | Teacher | 115379.640 | 6 | 4 | 9 | 0 | 8 | 10 | 8.97 | 0.0 | Standard | 364.66 | 38.863699 | No | 0.000000 | 184.582185 | High_spent_Large_value_payments | 1027.714815 | Standard | 340 |
31 | Writer | 29895.530 | 4 | 5 | 8 | 0 | 6 | 0 | 0.00 | 1.0 | Good | 878.78 | 34.845432 | No | 0.000000 | 277.873859 | Low_spent_Small_value_payments | 236.755558 | Standard | 317 |
38 | Journalist | 113085.870 | 4 | 4 | 11 | 1 | 12 | 1 | 8.37 | 4.0 | Good | 240.56 | 30.371853 | No | 81.102993 | 782.640840 | Low_spent_Small_value_payments | 379.438417 | Poor | 362 |
55 | Accountant | 61169.820 | 5 | 4 | 6 | 0 | 9 | 15 | 8.85 | 3.0 | Good | 1144.88 | 25.452647 | No | 0.000000 | 431.721550 | Low_spent_Large_value_payments | 337.926950 | Good | 266 |
26 | Scientist | 50807.440 | 8 | 4 | 11 | 4 | 15 | 10 | 2.60 | 4.0 | Standard | 869.59 | 38.531790 | Yes | 88.759919 | 180.640672 | Low_spent_Large_value_payments | 420.394742 | Standard | 274 |
51 | Teacher | 57847.100 | 1 | 4 | 5 | 1 | 7 | 8 | 2.19 | 3.0 | Good | 958.73 | 25.238912 | No | 44.510451 | 422.368090 | Low_spent_Small_value_payments | 303.980625 | Standard | 279 |
46 | Musician | 80633.220 | 2 | 4 | 6 | 4 | 12 | 5 | 6.27 | 1.0 | Good | 295.42 | 40.462234 | No | 142.824221 | 146.688890 | High_spent_Medium_value_payments | 606.830389 | Good | 329 |
44 | Developer | 14705.900 | 7 | 5 | 19 | 6 | 6 | 22 | 17.91 | 4.0 | Standard | 1190.80 | 22.941835 | NM | 57.893047 | 74.918618 | Low_spent_Medium_value_payments | 295.137502 | Standard | 185 |
22 | Entrepreneur | 16844.130 | 2 | 7 | 6 | 0 | 1 | 7 | 9.34 | 5.0 | Good | 1269.39 | 22.814746 | No | 0.000000 | 41.864983 | Low_spent_Small_value_payments | 363.802767 | Standard | 402 |
20 | Teacher | 19491.840 | 6 | 4 | 17 | 1 | 24 | 15 | 7.63 | 7.0 | Standard | 1158.75 | 26.584886 | NM | 12.533613 | 66.779481 | Low_spent_Medium_value_payments | 386.518906 | Standard | 394 |
37 | Journalist | 28194.800 | 2 | 3 | 11 | 3 | 13 | 12 | 10.78 | 1.0 | Good | 139.84 | 39.188693 | No | 55.467288 | 0.000000 | Low_spent_Medium_value_payments | 225.138374 | Standard | 245 |
50 | Developer | 26596.910 | 6 | 7 | 13 | 3 | 28 | 11 | 10.83 | 0.0 | Standard | 841.28 | 33.903288 | Yes | 48.640680 | 135.830704 | Low_spent_Small_value_payments | 340.569533 | Standard | 238 |
16 | Lawyer | 19886.070 | 8 | 6 | 5 | 2 | 19 | 11 | 13.65 | 5.0 | Standard | 1108.32 | 26.984460 | Yes | 29.605318 | 246.156396 | Low_spent_Small_value_payments | 200.655535 | Poor | 203 |
44 | Entrepreneur | 19344.270 | 5 | 3 | 8 | 1 | 14 | 13 | 3.28 | 2.0 | Standard | 861.19 | 36.691490 | No | 12.234651 | 0.000000 | Low_spent_Small_value_payments | 249.125251 | Standard | 334 |
16 | Lawyer | 18781.730 | 6 | 6 | 25 | 2 | 19 | 16 | 9.25 | 10.0 | Bad | 1314.30 | 38.768633 | Yes | 28.171864 | 104.182125 | Low_spent_Large_value_payments | 300.460427 | Poor | 154 |
35 | Journalist | 43849.260 | 3 | 1 | 1 | 2 | 8 | 10 | 2.47 | 4.0 | Good | 506.71 | 32.713421 | No | 65.009201 | 248.274025 | Low_spent_Large_value_payments | 332.427274 | Standard | 340 |
40 | Accountant | 40878.850 | 0 | 5 | 11 | 4 | 4 | 7 | 9.86 | 4.0 | Good | 1360.31 | 42.129548 | No | 105.017091 | 38.329716 | High_spent_Medium_value_payments | 450.710276 | Good | 0 |
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