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ID | Описание | Дата |
---|---|---|
f940c795-0845-4122-8ba1-333032c22211 | facilitate ubiquitous niches | 2002-07-08 |
22225ad2-37fd-4328-bab7-8d3cfd137538 | expedite out-of-the-box e-commerce | 1981-01-19 |
54dc11e4-4c8f-4ff9-b4b0-c303f2321319 | empower innovative e-business | 2022-11-18 |
ed65890e-3d8f-4887-a2b7-2575807265c8 | mesh one-to-one channels | 2015-08-16 |
9e1b2aa3-9f80-416a-86f0-c9886814bcbb | exploit sticky e-markets | 1974-10-11 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Scientist | 29042.450 | 3 | 5 | 5 | 1 | 5 | 13 | 9.72 | 4.0 | Standard | 1092.55 | 25.289857 | Yes | 16.756707 | 285.448821 | Low_spent_Small_value_payments | 213.014890 | Standard | 0 |
38 | Architect | 37131.020 | 5 | 7 | 8 | 1 | 6 | 4 | 10.30 | 7.0 | Good | 88.00 | 24.404100 | No | 16.723868 | 49.567596 | High_spent_Medium_value_payments | 514.433703 | Good | 327 |
27 | Entrepreneur | 76113.090 | 7 | 6 | 16 | 0 | 15 | 15 | 17.84 | 5.0 | Standard | 1127.46 | 41.691392 | Yes | 0.000000 | 442.864893 | Low_spent_Medium_value_payments | 465.310857 | Standard | 329 |
18 | Journalist | 22931.660 | 3 | 6 | 5 | 0 | 27 | 14 | 5.87 | 6.0 | Standard | 834.51 | 29.381376 | Yes | 0.000000 | 152.036273 | Low_spent_Small_value_payments | 324.360894 | Standard | 338 |
24 | Journalist | 43335.480 | 7 | 5 | 19 | 6 | 48 | 0 | 15.83 | 12.0 | Standard | 1264.71 | 25.663980 | Yes | 133.688687 | 24.440357 | High_spent_Large_value_payments | 448.899956 | Poor | 229 |
39 | Journalist | 20992.380 | 5 | 9 | 25 | 2 | 24 | 14 | 9.52 | 6.0 | Standard | 1403.86 | 38.386769 | Yes | 25.433570 | 210.479701 | Low_spent_Small_value_payments | 216.223229 | Poor | 124 |
38 | Writer | 100284.240 | 5 | 7 | 18 | 3 | 9 | 8 | 2.10 | 4.0 | Standard | 333.25 | 31.808699 | Yes | 148.351807 | 0.000000 | High_spent_Large_value_payments | 849.337815 | Standard | 368 |
33 | Journalist | 36945.280 | 7 | 4 | 16 | 1 | 22 | 19 | 7.74 | 3.0 | Standard | 1465.01 | 24.590987 | Yes | 16.014105 | 62.127511 | High_spent_Large_value_payments | 496.635717 | Standard | 293 |
29 | Architect | 17187.480 | 6 | 5 | 9 | 0 | 6 | 13 | 10.98 | 9.0 | Standard | 1453.63 | 27.871656 | Yes | 0.000000 | 61.086946 | High_spent_Small_value_payments | 369.642054 | Standard | 131 |
45 | Scientist | 16988.435 | 0 | 1 | 10 | 1 | 12 | 1 | 1.55 | 0.0 | Good | 1065.23 | 25.071454 | No | 12.761590 | 0.000000 | Low_spent_Small_value_payments | 296.589646 | Good | 0 |
18 | Developer | 114447.090 | 4 | 7 | 1 | 3 | 8 | 12 | 9.97 | 3.0 | Good | 1175.67 | 37.447231 | NM | 180.640903 | 582.249642 | Low_spent_Small_value_payments | 493.335205 | Standard | 260 |
15 | Media_Manager | 57407.040 | 3 | 3 | 18 | 4 | 29 | 11 | 9.64 | 5.0 | Standard | 895.05 | 29.243367 | Yes | 128.530688 | 167.207124 | High_spent_Medium_value_payments | 411.354189 | Standard | 0 |
32 | Entrepreneur | 22233.980 | 5 | 6 | 3 | 4 | 5 | 0 | 8.24 | 2.0 | Good | 1320.47 | 29.080196 | No | 39.598024 | 192.259206 | Low_spent_Small_value_payments | 251.525937 | Standard | 347 |
43 | Mechanic | 44964.220 | 6 | 7 | 15 | 3 | 26 | 18 | 15.04 | 3.0 | Standard | 210.15 | 27.168938 | Yes | 75.407970 | 108.987326 | High_spent_Medium_value_payments | 455.406538 | Standard | 396 |
18 | Entrepreneur | 87746.920 | 5 | 4 | 6 | 4 | 11 | 20 | 14.78 | 5.0 | Standard | 864.67 | 39.950673 | Yes | 152.863889 | 249.661138 | Low_spent_Medium_value_payments | 618.599307 | Standard | 197 |
24 | Writer | 34566.000 | 1 | 5 | 2 | 3 | 28 | 9 | 13.01 | 3.0 | Good | 1148.57 | 25.495904 | No | 50.812743 | 39.593922 | High_spent_Large_value_payments | 413.243334 | Standard | 383 |
40 | Accountant | 32897.910 | 3 | 3 | 5 | 3 | 1 | 15 | 11.70 | 0.0 | Standard | 342.77 | 24.909909 | No | 47.734951 | 0.000000 | Low_spent_Small_value_payments | 170.194412 | Poor | 327 |
28 | Architect | 7187.170 | 8 | 8 | 22 | 5 | 34 | 28 | 15.44 | 9.0 | Bad | 1438.65 | 32.504618 | NM | 26.825213 | 26.150175 | Low_spent_Small_value_payments | 285.917696 | Poor | 98 |
39 | Writer | 17621.480 | 7 | 4 | 19 | 2 | 17 | 13 | 10.81 | 5.0 | Standard | 167.19 | 38.722074 | Yes | 23.394289 | 100.930754 | Low_spent_Small_value_payments | 305.820624 | Standard | 79 |
45 | Engineer | 119875.350 | 2 | 2 | 11 | 2 | 7 | 11 | 3.78 | 1.0 | Good | 1224.18 | 37.419685 | No | 191.541413 | 897.050750 | Low_spent_Medium_value_payments | 176.169087 | Good | 0 |
18 | Media_Manager | 32300.850 | 5 | 4 | 12 | 3 | 19 | 13 | 15.30 | 0.0 | Standard | 298.85 | 36.854116 | Yes | 71.333636 | 102.111064 | Low_spent_Small_value_payments | 390.529051 | Standard | 356 |
41 | Teacher | 14619.585 | 7 | 7 | 19 | 1 | 24 | 18 | 8.82 | 5.0 | Standard | 125.33 | 35.692400 | Yes | 11.620889 | 83.557034 | Low_spent_Medium_value_payments | 285.351952 | Standard | 221 |
15 | Mechanic | 18128.180 | 8 | 6 | 26 | 3 | 19 | 9 | 10.44 | 12.0 | Standard | 1343.75 | 40.489495 | NM | 45.176460 | 48.085356 | Low_spent_Large_value_payments | 357.806351 | Poor | 155 |
37 | Architect | 36047.130 | 1 | 7 | 9 | 4 | 11 | 3 | 6.30 | 2.0 | Good | 1242.10 | 31.732576 | No | 84.430340 | 329.041186 | Low_spent_Small_value_payments | 188.121225 | Poor | 287 |
35 | Manager | 132643.710 | 0 | 5 | 12 | 1 | 5 | 10 | 10.79 | 4.0 | Good | 1439.70 | 40.288979 | No | 58.627842 | 126.053742 | High_spent_Large_value_payments | 1158.182666 | Good | 241 |
25 | Developer | 66755.640 | 6 | 9 | 21 | 2 | 35 | 19 | 7.70 | 10.0 | Bad | 1349.83 | 29.470082 | Yes | 73.239912 | 225.630329 | High_spent_Medium_value_payments | 506.826759 | Poor | 131 |
37 | Mechanic | 129762.480 | 0 | 2 | 5 | 0 | 8 | 4 | 11.97 | 0.0 | Good | 1073.62 | 39.039638 | No | 0.000000 | 209.471566 | High_spent_Large_value_payments | 1127.982434 | Good | 395 |
54 | Scientist | 11244.630 | 3 | 3 | 20 | 4 | 27 | 15 | 18.34 | 2.0 | Standard | 94.17 | 37.755020 | Yes | 123.064638 | 70.352945 | Low_spent_Small_value_payments | 251.716013 | Standard | 246 |
25 | Developer | 11650.835 | 6 | 7 | 3 | 4 | 30 | 0 | 6.78 | 3.0 | Good | 362.40 | 33.494195 | No | 23.325791 | 95.177781 | Low_spent_Small_value_payments | 284.086720 | Standard | 271 |
47 | Media_Manager | 20229.030 | 8 | 5 | 10 | 3 | 16 | 10 | 10.93 | 1.0 | Standard | 1352.13 | 37.662067 | No | 35.333370 | 0.000000 | Low_spent_Small_value_payments | 267.532483 | Poor | 0 |
49 | Architect | 112331.040 | 4 | 4 | 8 | 1 | 6 | 12 | 11.82 | 1.0 | Good | 1311.00 | 35.801958 | No | 89.817882 | 0.000000 | High_spent_Medium_value_payments | 896.235518 | Standard | 357 |
17 | Accountant | 72572.460 | 4 | 4 | 7 | 4 | 29 | 15 | 9.88 | 8.0 | Standard | 1321.46 | 39.058654 | Yes | 176.374432 | 429.900244 | Low_spent_Medium_value_payments | 297.095825 | Standard | 244 |
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