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ID | Описание | Дата |
---|---|---|
073d964f-2be1-4eb5-bb61-97a70296aeea | generate real-time convergence | 1999-12-09 |
4fcb7240-e4bb-4f52-9616-6b373944efb0 | disintermediate real-time convergence | 1998-09-30 |
9f5d290b-2ab5-4d44-b01b-96a3880ec838 | incubate transparent niches | 1973-01-05 |
c6740d04-cdf8-4460-85ac-1a1b4f03ba8b | transition compelling channels | 2024-05-17 |
bddfb773-411e-4b8d-affc-fed917df30f4 | empower vertical eyeballs | 1983-07-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Engineer | 30346.350 | 5 | 4 | 14 | 7 | 29 | 9 | 18.80 | 5.0 | Standard | 523.56 | 30.280185 | Yes | 96.721280 | 332.486162 | Low_spent_Small_value_payments | 125.978808 | Standard | 101 |
52 | Musician | 128279.160 | 2 | 6 | 2 | 0 | 7 | 0 | 10.87 | 4.0 | Good | 105.26 | 38.552580 | No | 0.000000 | 606.746209 | High_spent_Small_value_payments | 749.946791 | Standard | 197 |
54 | Writer | 120789.440 | 5 | 6 | 9 | 0 | 5 | 14 | 8.98 | 2.0 | Standard | 1015.79 | 29.820259 | Yes | 0.000000 | 820.706015 | Low_spent_Medium_value_payments | 466.972652 | Standard | 320 |
45 | Scientist | 20261.850 | 7 | 7 | 16 | 7 | 54 | 17 | 9.09 | 10.0 | Bad | 1300.71 | 26.984182 | Yes | 96.409635 | 72.225195 | Low_spent_Small_value_payments | 281.213920 | Poor | 177 |
25 | Journalist | 14441.510 | 9 | 8 | 26 | 2 | 19 | 17 | 9.85 | 8.0 | Bad | 1336.31 | 32.808713 | Yes | 21.031951 | 0.000000 | Low_spent_Small_value_payments | 268.593149 | Standard | 161 |
33 | Journalist | 14066.870 | 2 | 4 | 1 | 2 | 11 | 2 | 6.42 | 3.0 | Good | 805.77 | 30.137690 | No | 16.223610 | 37.802865 | High_spent_Small_value_payments | 333.197441 | Standard | 387 |
42 | Teacher | 40225.320 | 0 | 5 | 11 | 1 | 11 | 4 | 9.02 | 8.0 | Good | 674.01 | 40.787210 | No | 18.377422 | 0.000000 | High_spent_Small_value_payments | 355.280577 | Good | 184 |
24 | Writer | 77832.740 | 5 | 4 | 5 | 3 | 23 | 12 | 6.01 | 3.0 | Good | 454.41 | 25.781910 | No | 152.734061 | 525.066543 | Low_spent_Large_value_payments | 215.605562 | Standard | 0 |
18 | Lawyer | 31100.490 | 3 | 4 | 3 | 4 | 8 | 1 | 0.67 | 2.0 | Good | 872.16 | 33.883673 | No | 82.702193 | 130.089841 | High_spent_Small_value_payments | 292.878716 | Standard | 306 |
34 | Musician | 15328.665 | 5 | 7 | 1 | 0 | 1 | 12 | 6.10 | 3.0 | Good | 1414.44 | 32.657935 | No | 0.000000 | 92.282831 | Low_spent_Large_value_payments | 276.356044 | Good | 280 |
38 | Architect | 32009.810 | 5 | 7 | 9 | 1 | 7 | 0 | 14.92 | 7.0 | Standard | 310.76 | 39.012110 | Yes | 18.340755 | 313.135193 | Low_spent_Small_value_payments | 214.072469 | Standard | 230 |
40 | Journalist | 21139.230 | 5 | 5 | 7 | 4 | 23 | 10 | 2.75 | 4.0 | Standard | 298.50 | 27.816951 | No | 66.902593 | 0.000000 | Low_spent_Large_value_payments | 248.782114 | Poor | 380 |
40 | Architect | 24004.500 | 4 | 3 | 14 | 5 | 13 | 18 | 12.30 | 10.0 | Standard | 1215.00 | 35.751734 | Yes | 56.365016 | 60.007312 | High_spent_Small_value_payments | 337.165172 | Standard | 217 |
49 | Entrepreneur | 90409.320 | 7 | 5 | 9 | 4 | 30 | 11 | 7.17 | 3.0 | Standard | 352.83 | 34.049906 | NM | 167.030738 | 0.000000 | High_spent_Large_value_payments | 695.725712 | Standard | 267 |
18 | Engineer | 39503.020 | 3 | 4 | 7 | 4 | 6 | 17 | 10.30 | 8.0 | Standard | 1092.71 | 26.861804 | Yes | 114.271047 | 43.078607 | High_spent_Medium_value_payments | 445.242180 | Standard | 334 |
55 | Journalist | 22434.160 | 3 | 3 | 17 | 1 | 10 | 20 | 15.62 | 1.0 | Standard | 13.72 | 27.025168 | Yes | 17.040315 | 249.703726 | Low_spent_Small_value_payments | 229.307292 | Good | 399 |
35 | Manager | 9695.470 | 5 | 3 | 20 | 2 | 15 | 14 | 11.86 | 4.0 | Standard | 463.03 | 32.117208 | No | 8.394122 | 0.000000 | High_spent_Small_value_payments | 332.122391 | Standard | 0 |
22 | Scientist | 17399.430 | 8 | 9 | 21 | 2 | 19 | 28 | 9.03 | 10.0 | Bad | 1444.19 | 38.188296 | Yes | 27.103287 | 91.362276 | Low_spent_Small_value_payments | 320.129687 | Poor | 73 |
22 | Developer | 17169.365 | 4 | 3 | 20 | 0 | 23 | 12 | 5.65 | 3.0 | Standard | 938.18 | 28.719400 | No | 0.000000 | 118.558192 | Low_spent_Small_value_payments | 299.719850 | Poor | 368 |
32 | Engineer | 38839.220 | 8 | 4 | 19 | 3 | 24 | 14 | 7.83 | 4.0 | Standard | 1203.51 | 26.137076 | Yes | 64.695250 | 206.768471 | High_spent_Small_value_payments | 315.796445 | Standard | 378 |
31 | Writer | 31589.900 | 7 | 6 | 7 | 2 | 22 | 14 | 9.13 | 8.0 | Standard | 236.79 | 25.729139 | Yes | 44.849047 | 182.062518 | Low_spent_Medium_value_payments | 323.737602 | Standard | 159 |
40 | Media_Manager | 56070.920 | 5 | 6 | 6 | 1 | 19 | 13 | 16.67 | 7.0 | Standard | 835.57 | 26.341230 | NM | 23.842578 | 276.737896 | Low_spent_Large_value_payments | 429.077192 | Standard | 245 |
36 | Musician | 140124.800 | 3 | 4 | 9 | 0 | 19 | 12 | 14.16 | 6.0 | Standard | 857.74 | 34.757534 | Yes | 0.000000 | 141.558070 | High_spent_Large_value_payments | 1285.448597 | Standard | 0 |
25 | Doctor | 14444.875 | 1 | 4 | 11 | 4 | 5 | 5 | 9.56 | 3.0 | Good | 1221.67 | 38.847613 | No | 31.794868 | 183.630569 | Low_spent_Small_value_payments | 214.448522 | Good | 346 |
35 | Media_Manager | 104527.600 | 4 | 4 | 13 | 0 | 10 | 20 | 7.84 | 1.0 | Standard | 1123.01 | 41.354489 | No | 0.000000 | 317.753324 | Low_spent_Medium_value_payments | 852.310009 | Standard | 277 |
18 | Media_Manager | 28151.810 | 5 | 5 | 6 | 3 | 14 | 20 | 16.07 | 6.0 | Standard | 1327.69 | 28.784653 | NM | 64.506704 | 170.480161 | Low_spent_Large_value_payments | 250.311552 | Standard | 87 |
48 | Doctor | 29112.320 | 2 | 1 | 6 | 2 | 2 | 4 | 2.87 | 4.0 | Good | 1263.31 | 36.355686 | NM | 28.037409 | 91.897958 | High_spent_Medium_value_payments | 363.367299 | Good | 251 |
41 | Doctor | 61807.410 | 4 | 5 | 18 | 4 | 30 | 15 | 12.62 | 4.0 | Standard | 668.14 | 26.926198 | Yes | 157.217426 | 463.742785 | Low_spent_Medium_value_payments | 200.901540 | Standard | 190 |
43 | Manager | 20202.220 | 7 | 6 | 18 | 3 | 12 | 15 | 13.74 | 2.0 | Standard | 197.54 | 22.007129 | Yes | 43.326690 | 132.694891 | Low_spent_Medium_value_payments | 252.030251 | Standard | 220 |
35 | Lawyer | 64964.100 | 6 | 6 | 1 | 0 | 19 | 0 | 5.21 | 2.0 | Standard | 896.63 | 32.546842 | No | 0.000000 | 329.434953 | High_spent_Small_value_payments | 450.532547 | Standard | 314 |
19 | Lawyer | 59908.770 | 3 | 3 | 29 | 5 | 21 | 14 | 8.99 | 9.0 | Standard | 1323.98 | 38.943017 | Yes | 173.324406 | 175.554147 | High_spent_Medium_value_payments | 426.261198 | Standard | 110 |
18 | Musician | 19112443.000 | 5 | 5 | 3 | 1 | 14 | 13 | 11.83 | 1.0 | Standard | 1496.66 | 41.140409 | No | 37.709127 | 87.153211 | High_spent_Large_value_payments | 747.087162 | Standard | 310 |
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