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ID | Описание | Дата |
---|---|---|
104974d4-6e9a-4eaf-a7fe-7a9af8c51b64 | architect e-business e-commerce | 2019-10-25 |
4b2b5755-36df-4859-9619-2d22689a6c89 | mesh extensible e-tailers | 1971-01-15 |
b5e15c6a-9a19-43a0-a556-ecc6c384159f | re-intermediate extensible technologies | 2007-05-09 |
a9660957-a83b-4dc6-9be3-4c7b4703eec3 | seize extensible e-commerce | 1985-08-16 |
61f18828-c0b6-4786-b3fc-29f6abcb12bd | whiteboard scalable architectures | 1980-12-02 |
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 | Journalist | 34547.54 | 6 | 6 | 5 | 1 | 20 | 0 | 3.59 | 6.0 | Good | 939.31 | 25.487174 | No | 27.764711 | 68.272542 | High_spent_Large_value_payments | 443.458913 | Standard | 273 |
40 | Architect | 65454.42 | 4 | 4 | 17 | 1 | 26 | 1946 | 11.82 | 0.0 | Standard | 768.36 | 36.853719 | Yes | 28.010449 | 169.032011 | High_spent_Medium_value_payments | 573.511040 | Standard | 348 |
32 | Teacher | 16599.37 | 6 | 3 | 22 | 2 | 9 | 10 | 17.00 | 6.0 | Standard | 1251.25 | 31.649194 | NM | 17.322017 | 0.000000 | Low_spent_Small_value_payments | 242.576920 | Poor | 241 |
34 | Media_Manager | 67951.65 | 8 | 3 | 14 | 2 | 9 | 8 | 11.56 | 0.0 | Standard | 1022.67 | 36.668036 | Yes | 68.404215 | 219.279314 | Low_spent_Medium_value_payments | 588.480221 | Standard | 315 |
33 | Scientist | 89162.30 | 0 | 3 | 4 | 3 | 14 | 3 | 4.60 | 2.0 | Good | 1280.41 | 29.737955 | No | 114.848675 | 291.062697 | High_spent_Small_value_payments | 568.607795 | Good | 304 |
22 | Doctor | 19632.01 | 7 | 5 | 3 | 4 | 14 | 8 | 4.40 | 5.0 | Good | 904.86 | 23.913448 | No | 49.469287 | 82.687629 | High_spent_Small_value_payments | 313.143167 | Good | 350 |
51 | Developer | 111059.94 | 5 | 7 | 2 | 0 | 27 | 10 | 0.53 | 0.0 | Good | 418.69 | 32.519219 | No | 0.000000 | 162.868443 | High_spent_Medium_value_payments | 1002.631057 | Poor | 0 |
41 | Developer | 60901.36 | 1 | 1 | 7 | 3 | 5 | 2 | 14.69 | 2.0 | Good | 475.75 | 30.102081 | No | 94.335994 | 76.820688 | High_spent_Large_value_payments | 603.954652 | Good | 241 |
39 | Scientist | 14085.15 | 3 | 3 | 8 | 3 | 18 | 12 | 3.66 | 2.0 | Standard | 298.50 | 32.494926 | No | 31.309071 | 63.391186 | Low_spent_Medium_value_payments | 318.375993 | Standard | 199 |
46 | Doctor | 71605.00 | 2 | 5 | 1 | 2 | 12 | 8 | 2.38 | 1.0 | Good | 519.84 | 35.802030 | No | 71.251911 | 370.876877 | Low_spent_Medium_value_payments | 438.979545 | Standard | 0 |
20 | Writer | 38860.98 | 5 | 7 | 17 | 1 | 11 | 8 | 13.32 | 8.0 | Standard | 1008.60 | 26.162347 | Yes | 24.208170 | 135.551924 | High_spent_Medium_value_payments | 438.081406 | Standard | 372 |
43 | Journalist | 24744.78 | 3 | 7 | 5 | 3 | 21 | 19 | 20.95 | 2.0 | Standard | 134.10 | 24.335229 | Yes | 61.496318 | 137.366058 | Low_spent_Small_value_payments | 301.244124 | Standard | 304 |
46 | Lawyer | 33427.13 | 4 | 2 | 4 | 0 | 5 | 6 | 5.51 | 4.0 | Good | 828.32 | 26.055174 | No | 0.000000 | 159.312494 | High_spent_Small_value_payments | 371.546923 | Good | 366 |
42 | Musician | 67321.96 | 2 | 3 | 2 | 2 | 0 | 8 | 3.37 | 0.0 | Good | 1254.76 | 28.340207 | NM | 70.762907 | 470.936461 | Low_spent_Small_value_payments | 331.716965 | Standard | 341 |
27 | Lawyer | 62276.37 | 5 | 8 | 29 | 2 | 10 | 9 | 18.89 | 12.0 | Standard | 1402.89 | 38.020539 | Yes | 70.054459 | 660.291202 | Low_spent_Small_value_payments | 84.624089 | Poor | 209 |
41 | Teacher | 115810.56 | 3 | 5 | 10 | 0 | 29 | 3 | 0.00 | 1.0 | Good | 1257.75 | 34.880835 | No | 0.000000 | 239.149537 | High_spent_Medium_value_payments | 947.338463 | Poor | 355 |
14 | Lawyer | 32991.92 | 7 | 9 | 18 | 6 | 18 | 18 | 0.66 | 10.0 | Bad | 1295.76 | 33.929422 | Yes | 124.606203 | 113.949824 | High_spent_Medium_value_payments | 279.676640 | Poor | 121 |
27 | Writer | 30738.51 | 3 | 7 | 3 | 1 | 8 | 13 | 6.42 | 3.0 | Standard | 645.49 | 30.417100 | No | 22.815894 | 315.771728 | Low_spent_Small_value_payments | 195.266628 | Standard | 376 |
25 | Doctor | 85248.15 | 4 | 7 | 5 | 2 | 6 | 2131 | 2.24 | 1.0 | Good | 1326.06 | 35.232522 | No | 113.433602 | 0.000000 | Low_spent_Medium_value_payments | 554.256070 | Standard | 292 |
40 | Doctor | 60379.28 | 5 | 6 | 18 | 3 | 15 | 12 | 6.83 | 1.0 | Standard | 725.39 | 38.915329 | No | 90.906385 | 125.769289 | High_spent_Medium_value_payments | 513.784993 | Standard | 206 |
28 | Journalist | 64416.46 | 5 | 3 | 14 | 4 | 5 | 13 | 5.03 | 1.0 | Standard | 758.45 | 33.032329 | Yes | 130.382136 | 211.178702 | Low_spent_Medium_value_payments | 487.842995 | Standard | 351 |
37 | Doctor | 34733.44 | 3 | 7 | 13 | 1 | 17 | 13 | 3.27 | 3.0 | Standard | 1497.20 | 23.502138 | NM | 16.226200 | 211.243176 | Low_spent_Small_value_payments | 378.875957 | Poor | 313 |
39 | Entrepreneur | 27356.10 | 3 | 4 | 10 | 4 | 29 | 19 | 12.94 | 1.0 | Standard | 685.14 | 40.446219 | Yes | 60.660111 | 105.227195 | Low_spent_Medium_value_payments | 313.980193 | Standard | 244 |
35 | Scientist | 38631.06 | 5 | 3 | 9 | 0 | 27 | 17 | 11.75 | 4.0 | Standard | 1168.71 | 39.522164 | No | 0.000000 | 148.580394 | High_spent_Small_value_payments | 416.045106 | Standard | 221 |
35 | Engineer | 34204.39 | 8 | 4 | 19 | 4 | 23 | 15 | 15.31 | 0.0 | Standard | 1131.43 | 24.437486 | Yes | 108.582163 | 154.706375 | Low_spent_Large_value_payments | 285.948046 | Standard | 312 |
39 | Writer | 126308.43 | 2 | 4 | 4 | 2 | 25 | 12 | 7.37 | 2.0 | Good | 1314.09 | 27.387356 | No | 129.405244 | 995.676651 | Low_spent_Medium_value_payments | 207.288355 | Poor | 337 |
45 | Teacher | 93305.76 | 3 | 6 | 15 | 1 | 14 | 20 | 4.55 | 3.0 | Standard | 1275.86 | 36.478112 | Yes | 39.385644 | 96.810270 | High_spent_Medium_value_payments | 897.552086 | Poor | 362 |
18 | Manager | 40848.13 | 3 | 3 | 2 | 2 | 8 | 2 | 10.54 | 4.0 | Good | 931.90 | 28.501819 | No | 59.760318 | 146.134267 | Low_spent_Medium_value_payments | 398.606498 | Standard | 228 |
17 | Mechanic | 78858.40 | 4 | 5 | 16 | 2 | 24 | 20 | 14.84 | 8.0 | Standard | 1173.81 | 42.186680 | NM | 108.942800 | 51.598524 | High_spent_Large_value_payments | 756.012009 | Standard | 174 |
30 | Entrepreneur | 27697.18 | 4 | 3 | 19 | 3 | 22 | 11 | 8.06 | 8.0 | Standard | 824.16 | 33.975701 | Yes | 45.035362 | 304.526036 | Low_spent_Small_value_payments | 168.748436 | Good | 205 |
35 | Developer | 67255.60 | 4 | 6 | 4 | 4 | 3 | 7 | 2.64 | 3.0 | Good | 122.50 | 26.756645 | No | 133.770912 | 437.287527 | Low_spent_Large_value_payments | 273.504894 | Standard | 267 |
44 | Manager | 145282.24 | 5 | 7 | 10 | 1 | 30 | 11 | 1.55 | 4.0 | Good | 1417.24 | 29.389756 | No | 104.351443 | 935.694676 | Low_spent_Medium_value_payments | 455.439214 | Poor | 0 |
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