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ID | Описание | Дата |
---|---|---|
980c837c-fa14-44a1-a30e-454ec8f95b79 | revolutionize one-to-one schemas | 1978-03-14 |
aedf2b5b-4f82-4829-82b7-f951c29bd9f0 | whiteboard real-time e-markets | 1996-01-22 |
695d25f6-9d52-4eec-8307-b0fa4ef7825c | engage best-of-breed web-readiness | 2024-07-09 |
79c75ebd-916a-4dee-9d1a-b4ef2e9c6c73 | maximize granular ROI | 1981-01-12 |
1a696e5b-c6ff-40ae-b8c4-839f64c1818c | disintermediate global models | 2007-07-29 |
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 | Mechanic | 72241.020 | 8 | 4 | 4 | 1 | 27 | 12 | 0.67 | 7.0 | Good | 843.44 | 25.222874 | No | 39.808328 | 313.656381 | High_spent_Small_value_payments | 481.643791 | Good | 353 |
18 | Scientist | 32594.760 | 2 | 2 | 11 | 3 | 11 | 10 | 7.54 | 1.0 | Good | 1146.39 | 29.745531 | No | 74.120731 | 43.221424 | High_spent_Large_value_payments | 418.580845 | Good | 338 |
20 | Architect | 91717.320 | 3 | 4 | 7 | 2 | 6 | 19 | 4.39 | 2.0 | Standard | 1.48 | 35.592895 | Yes | 146.918419 | 898.205453 | Low_spent_Small_value_payments | 30.487128 | Standard | 364 |
25 | Developer | 116809.000 | 3 | 1 | 3 | 3 | 2 | 8 | 6.73 | 3.0 | Good | 1312.44 | 31.890158 | No | 191.675705 | 709.997106 | Low_spent_Medium_value_payments | 359.535522 | Good | 223 |
21 | Developer | 13506.895 | 3 | 5 | 12 | 0 | 26 | 0 | 10.97 | 8.0 | Standard | 945.04 | 29.463131 | Yes | 0.000000 | 119.619132 | Low_spent_Small_value_payments | 307.338326 | Standard | 83 |
35 | Writer | 36063.450 | 7 | 6 | 13 | 5 | 20 | 12 | 16.78 | 6.0 | Standard | 1497.12 | 28.349755 | Yes | 135.102690 | 0.000000 | High_spent_Medium_value_payments | 314.632516 | Standard | 189 |
55 | Scientist | 77469.600 | 4 | 5 | 12 | 1 | 14 | 17 | 3.74 | 2.0 | Good | 529.13 | 26.896977 | No | 55.809078 | 245.275241 | Low_spent_Small_value_payments | 646.695682 | Standard | 316 |
52 | Journalist | 151696.320 | 4 | 2 | 10 | 0 | 3 | 7 | 8.05 | 3.0 | Good | 381.30 | 42.069335 | No | 0.000000 | 271.474644 | High_spent_Medium_value_payments | 1217.761356 | Good | 355 |
28 | Media_Manager | 35933.670 | 5 | 4 | 7 | 0 | 3 | 0 | 5.95 | 4.0 | Good | 98.89 | 27.310788 | No | 0.000000 | 180.668463 | Low_spent_Small_value_payments | 382.178787 | Standard | 185 |
53 | Entrepreneur | 58280.720 | 5 | 7 | 12 | 1 | 2 | 4 | 7.78 | 4.0 | Good | 471.30 | 29.975905 | No | 37.411218 | 198.740290 | High_spent_Medium_value_payments | 489.921159 | Good | 381 |
55 | Accountant | 14544.485 | 5 | 5 | 11 | 4 | 22 | 10 | 6.73 | 0.0 | Good | 788.41 | 33.437934 | No | 36.518490 | 0.000000 | High_spent_Large_value_payments | 317.749749 | Good | 272 |
25 | Doctor | 35336.770 | 4 | 5 | 16 | 2 | 9 | 16 | 4.76 | 1.0 | Standard | 1172.87 | 26.093264 | No | 31.402438 | 133.579614 | Low_spent_Medium_value_payments | 404.391031 | Standard | 0 |
34 | Entrepreneur | 44793.340 | 0 | 5 | 3 | 0 | 6 | 3 | 10.69 | 3.0 | Good | 585.77 | 37.768191 | No | 0.000000 | 306.463649 | Low_spent_Medium_value_payments | 341.314184 | Standard | 308 |
52 | Scientist | 7029789.000 | 4 | 7 | 16 | 0 | 8 | 11 | 1.49 | 4.0 | Standard | 743.41 | 35.211985 | No | 0.000000 | 151.150518 | High_spent_Medium_value_payments | 500.074315 | Standard | 323 |
42 | Lawyer | 18280.185 | 5 | 7 | 17 | 1 | 19 | 16 | 8.53 | 7.0 | Standard | 556.78 | 28.624144 | Yes | 13.453568 | 72.771728 | Low_spent_Small_value_payments | 353.609579 | Standard | 200 |
46 | Journalist | 21252.830 | 4 | 5 | 9 | 2 | 27 | 9 | 6.32 | 2.0 | Good | 261.57 | 29.668238 | No | 32.270225 | 59.349167 | High_spent_Small_value_payments | 346.187525 | Good | 313 |
33 | Mechanic | 63258.900 | 6 | 6 | 11 | 1 | 19 | 8 | 4.78 | 4.0 | Good | 137.98 | 33.016852 | No | 28.643889 | 0.000000 | Low_spent_Medium_value_payments | 307.399248 | Standard | 275 |
40 | Accountant | 66995.860 | 3 | 6 | 15 | 0 | 30 | 19 | 8.16 | 3.0 | Standard | 554.69 | 30.736107 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 725.516346 | Standard | 258 |
21 | Writer | 16140.325 | 4 | 4 | 9 | 3 | 5 | 13 | 8.07 | 6.0 | Standard | 382.28 | 27.630432 | Yes | 38.458943 | 70.028700 | Low_spent_Large_value_payments | 292.415065 | Standard | 258 |
24 | Manager | 82194.020 | 0 | 3 | 2 | 3 | 7 | 4 | 8.62 | 3.0 | Good | 957.94 | 24.874730 | No | 119.422188 | 371.843389 | High_spent_Small_value_payments | 448.684590 | Good | 351 |
14 | Musician | 70097.540 | 5 | 5 | 20 | 1 | 30 | 9 | 6.02 | 7.0 | Standard | 229.36 | 26.931016 | Yes | 53.383301 | 200.692822 | High_spent_Small_value_payments | 590.970043 | Standard | 366 |
39 | Manager | 17532.550 | 4 | 9 | 31 | 3 | 10 | 10 | 15.25 | 12.0 | Standard | 1347.44 | 36.490032 | Yes | 22.870778 | 69.048643 | Low_spent_Small_value_payments | 365.585162 | Poor | 99 |
48 | Musician | 116742.540 | 5 | 3 | 10 | 2 | 0 | 6 | 4.14 | 6.0 | Good | 295.19 | 37.982421 | No | 186.726035 | 135.295482 | High_spent_Large_value_payments | 910.432983 | Good | 340 |
19 | Mechanic | 14531.070 | 4 | 5 | 9 | 4 | 26 | 7 | 9.77 | 1.0 | Good | 268.56 | 30.953790 | No | 34.462631 | 80.314424 | Low_spent_Medium_value_payments | 268.015195 | Poor | 223 |
20 | Developer | 39448.670 | 1 | 5 | 9 | 1 | 4 | 0 | 10.82 | 4.0 | Good | 544.19 | 39.666717 | No | 22.764457 | 59.125613 | High_spent_Large_value_payments | 498.148847 | Standard | 273 |
38 | Manager | 33498.790 | 2 | 4 | 9 | 2 | 7 | 10 | 3.05 | 3.0 | Good | 646.04 | 36.878871 | No | 32.301013 | 103.272414 | Low_spent_Large_value_payments | 433.983156 | Good | 375 |
33 | Teacher | 16743.345 | 2 | 4 | 5 | 0 | 11 | 6 | 4.21 | 3.0 | Good | 1272.03 | 29.036362 | NM | 97.912080 | 53.291498 | High_spent_Medium_value_payments | 325.936377 | Good | 322 |
19 | Teacher | 32089.330 | 4 | 6 | 2 | 4 | 6 | 17 | 1.33 | 0.0 | Good | 435.89 | 37.094119 | No | 71.306851 | 263.988341 | Low_spent_Large_value_payments | 222.915891 | Poor | 303 |
20 | Doctor | 78059.360 | 6 | 5 | 19 | 1 | 28 | 0 | 11.41 | 5.0 | Standard | 1220.42 | 38.652739 | Yes | 55.762229 | 142.961326 | High_spent_Large_value_payments | 669.071111 | Standard | 193 |
25 | Writer | 57327.300 | 4 | 3 | 17 | 0 | 27 | 0 | 11.36 | 1.0 | Standard | 1319.42 | 33.964863 | No | 0.000000 | 116.952044 | High_spent_Large_value_payments | 583.575456 | Standard | 0 |
48 | Accountant | 42940.260 | 3 | 7 | 2 | 1 | 12 | 10 | 6.84 | 3.0 | Good | 90.74 | 24.876506 | No | 34.679267 | 150.959175 | High_spent_Medium_value_payments | 447.197058 | Good | 219 |
28 | Manager | 32825.810 | 2 | 7 | 3 | 4 | 15 | 0 | 1.94 | 2.0 | Good | 1035.24 | 27.976521 | No | 64.305575 | 255.038386 | Low_spent_Small_value_payments | 235.604455 | Standard | 331 |
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