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ID | Описание | Дата |
---|---|---|
2ef0e91e-44b3-417b-9322-15b7f4d918e2 | transform innovative interfaces | 1990-09-28 |
509c60c2-557b-43bb-9a3f-48c9b812e32d | streamline global channels | 2022-06-21 |
36c0e409-c0bc-4963-b44c-75092877d4d2 | iterate user-centric platforms | 2021-01-07 |
cd68b25d-79ef-4323-acea-f00631c67557 | deliver rich convergence | 2002-03-24 |
808bda31-b2b0-4aaf-9251-7bed16dd7005 | incubate out-of-the-box methodologies | 1978-05-23 |
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 | Lawyer | 42731.270 | 0 | 4 | 1 | 2 | 9 | 3 | 10.20 | 1.0 | Good | 511.85 | 31.143737 | No | 50.851014 | 148.131710 | High_spent_Small_value_payments | 391.111193 | Standard | 294 |
35 | Accountant | 9597.790 | 6 | 5 | 6 | 3 | 23 | 10 | 11.42 | 4.0 | Standard | 289.10 | 24.763844 | Yes | 23.117487 | 37.925431 | Low_spent_Small_value_payments | 324.538665 | Standard | 347 |
46 | Lawyer | 32017.750 | 7 | 7 | 8 | 4 | 7 | 19 | 10.80 | 9.0 | Standard | 776.86 | 38.316614 | Yes | 73.285057 | 96.503429 | High_spent_Small_value_payments | 380.726097 | Standard | 0 |
40 | Media_Manager | 92201.250 | 3 | 7 | 15 | 1 | 25 | 14 | 7.38 | 5.0 | Standard | 1020.05 | 41.003021 | NM | 48.880745 | 162.995935 | High_spent_Large_value_payments | 787.167070 | Standard | 136 |
35 | Scientist | 37570.830 | 3 | 3 | 7 | 0 | 12 | 11 | 2.17 | 4.0 | Good | 1194.37 | 40.184342 | No | 0.000000 | 186.122849 | High_spent_Small_value_payments | 382.067401 | Good | 0 |
44 | Journalist | 17064.095 | 1 | 2 | 8 | 1 | 11 | 2 | 0.70 | 4.0 | Good | 858.33 | 26.050056 | No | 10.808131 | 111.642072 | Low_spent_Medium_value_payments | 311.650589 | Good | 237 |
42 | Engineer | 83245.140 | 2 | 3 | 8 | 1 | 7 | 0 | 2.47 | 4.0 | Good | 1229.40 | 24.289652 | No | 67.692175 | 461.784806 | Low_spent_Small_value_payments | 464.232519 | Standard | 246 |
42 | Journalist | 132588.300 | 5 | 4 | 3 | 2 | 21 | 4 | 1.61 | 6.0 | Good | 36.46 | 38.977992 | No | 130.104106 | 495.235434 | High_spent_Small_value_payments | 726.462960 | Poor | 245 |
22 | Developer | 28405.610 | 7 | 7 | 6 | 3 | 28 | 19 | 8.42 | 4.0 | Standard | 582.97 | 24.947274 | No | 56.958975 | 347.465388 | Low_spent_Small_value_payments | 150.089054 | Standard | 278 |
40 | Mechanic | 21088.460 | 0 | 7 | 8 | 2 | 7 | 12 | 4.85 | 0.0 | Good | 810.51 | 36.520079 | No | 33.446544 | 125.320440 | Low_spent_Large_value_payments | 262.970183 | Standard | 0 |
24 | Scientist | 7536.015 | 4 | 6 | 25 | 5 | 15 | 17 | 12.24 | 9.0 | Standard | 1276.40 | 29.115090 | Yes | 17.852927 | 58.901960 | Low_spent_Medium_value_payments | 262.145238 | Poor | 244 |
17 | Developer | 15169.510 | 3 | 7 | 12 | 4 | 21 | 19 | 12.14 | 5.0 | Standard | 1179.95 | 34.829966 | NM | 33.073620 | 89.537074 | Low_spent_Medium_value_payments | 261.201889 | Standard | 0 |
19 | Musician | 35361.270 | 4 | 6 | 7 | 0 | 8 | 4 | 5.91 | 3.0 | Good | 982.38 | 38.130098 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 450.051458 | Standard | 0 |
18 | Scientist | 22433.660 | 7 | 5 | 13 | 0 | 32 | 9 | 16.59 | 8.0 | Standard | 1013.53 | 30.045073 | Yes | 0.000000 | 154.860844 | Low_spent_Small_value_payments | 292.586323 | Standard | 194 |
40 | Media_Manager | 81047.560 | 1 | 5 | 4 | 3 | 8 | 8 | 1.68 | 6.0 | Good | 1290.47 | 27.472188 | No | 153.201688 | 163.051130 | High_spent_Medium_value_payments | 590.343515 | Good | 237 |
43 | Journalist | 35871.700 | 3 | 6 | 6 | 1 | 13 | 5 | 7.87 | 0.0 | Good | 176.96 | 33.629106 | No | 24.574642 | 76.414587 | High_spent_Medium_value_payments | 462.141604 | Poor | 330 |
44 | Manager | 95310.030 | 0 | 6 | 10 | 4 | 4 | 8 | 9.20 | 3.0 | Good | 716.24 | 32.887778 | No | 160.769272 | 171.670188 | High_spent_Large_value_payments | 705.410790 | Standard | 370 |
19 | Journalist | 34315.710 | 4 | 4 | 19 | 2 | 17 | 13 | 13.36 | 4.0 | Standard | 24.75 | 38.864630 | Yes | 37.611667 | 58.402879 | High_spent_Large_value_payments | 445.849703 | Standard | 0 |
22 | Engineer | 89291.910 | 5 | 7 | 7 | 0 | 30 | 17 | 16.22 | 3.0 | Standard | 1166.88 | 39.929972 | Yes | 0.000000 | 452.711860 | Low_spent_Large_value_payments | 591.387390 | Standard | 323 |
23 | Writer | 34996.860 | 7 | 7 | 10 | 4 | 6 | 10 | 7.94 | 7.0 | Standard | 143.42 | 39.442430 | NM | 112.406961 | 125.680930 | High_spent_Small_value_payments | 310.552609 | Standard | 92 |
55 | Mechanic | 41481.820 | 1 | 3 | 4 | 3 | 11 | 5 | 16.68 | 2.0 | Good | 650.20 | 24.667743 | No | 175.427233 | 302.680437 | Low_spent_Large_value_payments | 224.582585 | Good | 238 |
38 | Developer | 123936.160 | 4 | 3 | 18 | 0 | 17 | 0 | 8.46 | 3.0 | Standard | 738.13 | 36.734971 | No | 0.000000 | 265.206704 | High_spent_Large_value_payments | 1030.594630 | Standard | 355 |
32 | Musician | 119491.240 | 1 | 5 | 10 | 2 | 12 | 2431 | 10.34 | 3.0 | Good | 735.75 | 40.766900 | No | 118.060785 | 110.842787 | High_spent_Medium_value_payments | 999.356762 | Poor | 207 |
31 | Architect | 31517.470 | 7 | 3 | 5 | 4 | 25 | 0 | 4.97 | 8.0 | Standard | 39.28 | 23.391643 | Yes | 85.356930 | 183.074341 | Low_spent_Large_value_payments | 250.014313 | Standard | 102 |
39 | Scientist | 92067.990 | 4 | 4 | 18 | 2 | 24 | 12 | 3.81 | 4.0 | Standard | 1398.94 | 31.628753 | NM | 152.651637 | 349.783794 | High_spent_Small_value_payments | 503.097818 | Standard | 316 |
24 | Writer | 3656455.000 | 2 | 5 | 3 | 0 | 28 | 3 | 13.93 | 2.0 | Good | 93.91 | 29.040463 | NM | 0.000000 | 79.688572 | High_spent_Small_value_payments | 426.115095 | Poor | 0 |
20 | Architect | 19428.030 | 8 | 7 | 7 | 1 | 6 | 11 | 13.10 | 4.0 | Standard | 798.10 | 38.733384 | Yes | 9.076123 | 23.601661 | High_spent_Large_value_payments | 388.222466 | Standard | 0 |
17 | Architect | 22077.270 | 3 | 7 | 8 | 2 | 6 | 12 | 17.84 | 8.0 | Standard | 918.22 | 33.163023 | Yes | 30.079707 | 32.442849 | High_spent_Large_value_payments | 368.554694 | Standard | 118 |
25 | Lawyer | 129903.000 | 4 | 6 | 8 | 2 | 10 | 8 | 8.16 | 4.0 | Good | 585.74 | 35.732962 | No | 170.012054 | 139.410537 | High_spent_Large_value_payments | 1001.102409 | Standard | 200 |
35 | Media_Manager | 20487.905 | 4 | 4 | 2 | 3 | 11 | 0 | 6.05 | 1.0 | Good | 1464.77 | 35.068620 | No | 34.535295 | 64.782548 | High_spent_Medium_value_payments | 318.114699 | Standard | 251 |
29 | Lawyer | 62351.400 | 9 | 6 | 29 | 3 | 56 | 13 | 7.83 | 12.0 | Standard | 1277.49 | 31.597286 | Yes | 147.392573 | 404.766683 | Low_spent_Small_value_payments | 283.335744 | Poor | 86 |
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