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ID | Описание | Дата |
---|---|---|
db46572d-9c99-45d3-87c2-4b2f39ab8310 | exploit dot-com systems | 1997-09-18 |
88067e17-c9fb-4057-b2c3-e059c8d52190 | architect user-centric mindshare | 2013-09-20 |
a5e67ab6-f286-4975-b7a3-7f230e02650f | optimize extensible e-markets | 2022-11-11 |
c7ca1e96-2cc0-47ab-a622-b4a18007373b | streamline open-source web-readiness | 2003-06-24 |
12a584f2-1f2b-4d00-bf29-41dca431f1ad | optimize wireless web services | 2007-05-19 |
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 | 19 | 13 | 3.59 | 6.0 | Good | 939.31 | 39.195623 | No | 27.764711 | 72.214778 | High_spent_Large_value_payments | 439.516677 | Standard | 272 |
40 | Architect | 65454.42 | 4 | 4 | 17 | 1 | 23 | 12 | 11.82 | 0.0 | Standard | 768.36 | 40.075063 | NM | 28.010449 | 104.676698 | High_spent_Large_value_payments | 627.866352 | Standard | 347 |
32 | Journalist | 34153.67 | 6 | 7 | 17 | 2 | 23 | 14 | 0.94 | 4.0 | Standard | 226.31 | 36.937578 | NM | 50.052619 | 34.514158 | High_spent_Medium_value_payments | 435.647139 | Good | 231 |
39 | Journalist | 35417.25 | 3 | 5 | 7 | 0 | 12 | 16 | 13.96 | 5.0 | Standard | 701.43 | 28.570311 | Yes | 0.000000 | 95.254020 | Low_spent_Medium_value_payments | 486.089730 | Standard | 223 |
46 | Media_Manager | 20645.48 | 8 | 7 | 2 | 0 | 15 | 13 | 4.67 | 3.0 | Good | 251.95 | 35.558471 | No | 0.000000 | 59.354924 | High_spent_Medium_value_payments | 353.790743 | Good | 233 |
22 | Doctor | 19632.01 | 7 | 5 | 3 | 4 | 14 | 8 | 6.40 | 5.0 | Good | 904.86 | 36.596887 | No | 49.469287 | 188.418315 | Low_spent_Small_value_payments | 237.412481 | Good | 349 |
24 | Mechanic | 30466.74 | 6 | 4 | 15 | 7 | 11 | 0 | 10.53 | 7.0 | Standard | 670.48 | 27.960733 | NM | 114.597554 | 42.541882 | High_spent_Large_value_payments | 320.750064 | Standard | 156 |
41 | Developer | 60901.36 | 1 | 1 | 7 | 3 | 3 | 2 | 10.69 | 2.0 | Good | 475.75 | 28.617741 | No | 94.335994 | 70.989062 | High_spent_Large_value_payments | 609.786278 | Good | 240 |
39 | Scientist | 14085.15 | 3 | 3 | 8 | 3 | 18 | 14 | 7.66 | 2.0 | Standard | 298.50 | 34.994774 | No | 31.309071 | 145.248484 | Low_spent_Small_value_payments | 246.518695 | Standard | 198 |
46 | Doctor | 71605.00 | 2 | 5 | 1 | 2 | 12 | 8 | 9.38 | 1.0 | Good | 519.84 | 40.923060 | No | 71.251911 | 169.699266 | High_spent_Medium_value_payments | 610.157156 | Standard | 324 |
20 | Writer | 38860.98 | 5 | 7 | 17 | 1 | 7 | 8 | 13.32 | 8.0 | Standard | 1008.60 | 30.584600 | NM | 24.208170 | 100.614760 | High_spent_Medium_value_payments | 473.018570 | Standard | 370 |
22 | Writer | 20628.55 | 4 | 4 | 9 | 4 | 10 | 10 | 16.69 | 5.0 | Standard | 1276.97 | 38.819911 | NM | 52.375944 | 149.589477 | Low_spent_Medium_value_payments | 231.939163 | Standard | 396 |
45 | Lawyer | 33427.13 | 4 | 2 | 4 | 0 | 4 | 6 | 12.51 | 4.0 | Good | 828.32 | 26.574107 | No | 0.000000 | 119.290621 | Low_spent_Medium_value_payments | 431.568795 | Good | 365 |
42 | Musician | 67321.96 | 2 | 3 | 2 | 2 | 4 | 8 | 1.37 | 0.0 | Good | 1254.76 | 21.967287 | No | 70.762907 | 749.075467 | Low_spent_Small_value_payments | 53.577960 | Good | 338 |
27 | Lawyer | 62276.37 | 5 | 8 | 29 | 2 | 10 | 11 | 18.89 | 12.0 | Standard | 1402.89 | 40.999384 | Yes | 70.054459 | 140.659147 | High_spent_Medium_value_payments | 564.256144 | Poor | 208 |
41 | Teacher | 115810.56 | 3 | 5 | 10 | 0 | 29 | 2 | 4.78 | 1.0 | Good | 1257.75 | 35.215170 | No | 0.000000 | 544.020458 | Low_spent_Large_value_payments | 662.467542 | Poor | 354 |
14 | Lawyer | 32991.92 | 7 | 9 | 18 | 6 | 18 | 15 | 0.66 | 8.0 | Bad | 1295.76 | 25.076097 | Yes | 124.606203 | 0.000000 | High_spent_Medium_value_payments | 303.648904 | Poor | 120 |
27 | Writer | 30738.51 | 3 | 7 | 3 | 1 | 8 | 13 | 1.42 | 3.0 | Standard | 645.49 | 27.566644 | No | 22.815894 | 126.838436 | Low_spent_Large_value_payments | 364.199920 | Standard | 375 |
49 | Media_Manager | 60595.11 | 8 | 4 | 5 | 2 | 20 | 17 | 8.23 | 7.0 | Standard | 412.10 | 37.612346 | No | 79.493631 | 115.465009 | High_spent_Large_value_payments | 555.700610 | Standard | 191 |
40 | Doctor | 60379.28 | 5 | 6 | 18 | 3 | 15 | 12 | 6.83 | 1.0 | Standard | 725.39 | 29.061701 | NM | 90.906385 | 166.418658 | High_spent_Medium_value_payments | 473.135623 | Standard | 205 |
28 | Journalist | 64416.46 | 5 | 3 | 14 | 4 | 6 | 11 | 9.03 | 1.0 | Standard | 758.45 | 33.096483 | Yes | 130.382136 | 284.231925 | Low_spent_Medium_value_payments | 414.789773 | Poor | 350 |
37 | Doctor | 34733.44 | 3 | 7 | 13 | 1 | 19 | 13 | 5.27 | 3.0 | Standard | 1497.20 | 35.640874 | No | 16.226200 | 252.446010 | Low_spent_Medium_value_payments | 327.673124 | Poor | 0 |
39 | Entrepreneur | 27356.10 | 3 | 4 | 10 | 4 | 29 | 19 | 10.94 | 1.0 | Standard | 685.14 | 40.873894 | Yes | 60.660111 | 44.290494 | High_spent_Large_value_payments | 334.916895 | Standard | 242 |
20 | Engineer | 44872.30 | 1 | 2 | 3 | 0 | 4 | 0 | 1.35 | 4.0 | Good | 331.25 | 27.333681 | No | 0.000000 | 58.501780 | High_spent_Medium_value_payments | 584.234053 | Good | 359 |
28 | Media_Manager | 22418.63 | 5 | 4 | 6 | 2 | 7 | 0 | 1.65 | 3.0 | Good | 452.91 | 36.955841 | NM | 25.053047 | 143.337482 | Low_spent_Small_value_payments | 335.231388 | Good | 269 |
39 | Writer | 126308.43 | 2 | 4 | 4 | 2 | 28 | 11 | 7.37 | 2.0 | Good | 1314.09 | 35.931247 | No | 129.405244 | 86.608688 | High_spent_Large_value_payments | 1076.356319 | Standard | 336 |
45 | Teacher | 93305.76 | 3 | 6 | 15 | 1 | 14 | 20 | 4.55 | 3.0 | Standard | 1275.86 | 29.559174 | NM | 39.385644 | 353.716618 | Low_spent_Medium_value_payments | 670.645739 | Poor | 361 |
18 | Manager | 40848.13 | 3 | 3 | 2 | 2 | 8 | 2 | 10.54 | 3.0 | Good | 931.90 | 33.177544 | No | 59.760318 | 49.767761 | High_spent_Medium_value_payments | 464.973004 | Standard | 227 |
17 | Mechanic | 78858.40 | 4 | 5 | 16 | 2 | 27 | 17 | 14.84 | 8.0 | Standard | 1173.81 | 41.032640 | Yes | 108.942800 | 71.414753 | High_spent_Large_value_payments | 736.195779 | Standard | 172 |
30 | Entrepreneur | 27697.18 | 4 | 3 | 19 | 3 | 24 | 12 | 15.06 | 8.0 | Standard | 824.16 | 32.293484 | NM | 45.035362 | 133.708740 | High_spent_Small_value_payments | 309.565732 | Good | 204 |
37 | Mechanic | 61451.04 | 6 | 5 | 11 | 5 | 20 | 21 | 18.05 | 10.0 | Standard | 84.55 | 27.962778 | Yes | 143.617487 | 100.042798 | High_spent_Small_value_payments | 510.331715 | Poor | 175 |
44 | Manager | 145282.24 | 5 | 7 | 10 | 1 | 31 | 12 | 1.55 | 4.0 | Good | 1417.24 | 42.136969 | No | 104.351443 | 227.884681 | High_spent_Large_value_payments | 1123.249209 | Poor | 280 |
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