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ID | Описание | Дата |
---|---|---|
9484cfeb-1fcf-466f-8ffe-93803f1d861e | exploit dot-com ROI | 1998-07-31 |
8e22daac-1910-4b1d-a68c-218c9a7b6039 | deploy back-end relationships | 2015-04-14 |
6fb34fdf-dbfe-4ae3-b768-543257dedfff | cultivate holistic action-items | 2015-08-09 |
45fbb83c-4080-402e-b8de-5eb28afefb69 | engineer 24/365 mindshare | 1988-03-02 |
20fd4caf-3bdb-41c8-bcfb-a36b3ef67bfd | repurpose value-added schemas | 1988-08-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | Musician | 35133.490 | 4 | 4 | 8 | 3 | 16 | 10 | 7.29 | 4.0 | Standard | 586.60 | 39.521327 | Yes | 45.892911 | 169.306474 | Low_spent_Medium_value_payments | 353.179698 | Standard | 346 |
35 | Teacher | 34514.510 | 4 | 6 | 9 | 4 | 29 | 10 | 3.25 | 7.0 | Standard | 841.46 | 37.166594 | Yes | 102.462583 | 105.321367 | Low_spent_Small_value_payments | 388.936967 | Poor | 216 |
30 | Mechanic | 84374.120 | 8 | 7 | 9 | 3 | 8 | 0 | 10.17 | 2.0 | Standard | 1000.76 | 26.420734 | Yes | 145.231726 | 596.857428 | Low_spent_Small_value_payments | 268.328512 | Standard | 0 |
34 | Musician | 62636.070 | 5 | 6 | 19 | 3 | 28 | 15 | 0.00 | 3.0 | Standard | 1050.84 | 27.599875 | NM | 98.029873 | 547.773822 | Low_spent_Small_value_payments | 154.163555 | Standard | 336 |
48 | Teacher | 33683.380 | 8 | 6 | 9 | 4 | 19 | 20 | 3.32 | 3.0 | Good | 622.08 | 25.222534 | No | 78.366892 | 70.500072 | Low_spent_Large_value_payments | 386.427870 | Good | 398 |
34 | Manager | 28238.450 | 5 | 5 | 17 | 3 | 30 | 17 | 19.82 | 2.0 | Standard | 4.61 | 36.052775 | Yes | 56.160912 | 72.055731 | High_spent_Medium_value_payments | 338.503773 | Standard | 260 |
42 | Architect | 38712.580 | 2 | 3 | 4 | 3 | 5 | 0 | 4.63 | 0.0 | Good | 1054.58 | 31.107018 | No | 49.448647 | 0.000000 | Low_spent_Small_value_payments | 398.102810 | Good | 300 |
22 | Musician | 60460.920 | 4 | 6 | 16 | 1 | 19 | 6 | 9.30 | 8.0 | Standard | 1040.47 | 30.946741 | Yes | 40.275014 | 97.358065 | High_spent_Medium_value_payments | 597.907921 | Standard | 177 |
19 | Mechanic | 135452.080 | 0 | 3 | 2 | 1 | 2 | 11 | 1.21 | 0.0 | Good | 257.19 | 29.886524 | No | 69.237162 | 179.478689 | High_spent_Medium_value_payments | 1122.551482 | Standard | 245 |
35 | Journalist | 77604.320 | 1 | 7 | 5 | 3 | 0 | 12 | 4.51 | 6.0 | Good | 550.67 | 30.926362 | No | 153.325414 | 213.283745 | High_spent_Medium_value_payments | 513.393508 | Poor | 260 |
26 | Manager | 156687.160 | 2 | 3 | 7 | 1 | 1 | 7 | 5.52 | 7.0 | Good | 500.94 | 35.095749 | No | 80.576532 | 464.859654 | High_spent_Medium_value_payments | 1014.090147 | Standard | 394 |
21 | Architect | 18822.020 | 4 | 3 | 19 | 2 | 11 | 0 | 9.63 | 10.0 | Standard | 1464.16 | 25.560970 | NM | 16.429684 | 132.587543 | Low_spent_Small_value_payments | 323.132939 | Standard | 194 |
15 | Accountant | 19860.550 | 6 | 3 | 16 | 2 | 16 | 17 | 6.07 | 5.0 | Standard | 1101.26 | 31.100795 | Yes | 18.539143 | 151.277796 | Low_spent_Small_value_payments | 289.287644 | Standard | 169 |
33 | Lawyer | 14184.935 | 5 | 5 | 6 | 3 | 12 | 5 | 0.00 | 4.0 | Good | 849.98 | 28.239032 | No | 26.371076 | 0.000000 | Low_spent_Large_value_payments | 276.956985 | Standard | 256 |
54 | Accountant | 63402.480 | 5 | 7 | 2 | 2 | 10 | 11 | 0.86 | 0.0 | Good | 707.85 | 29.095381 | No | 55.219135 | 538.871627 | Low_spent_Small_value_payments | 253.363239 | Standard | 191 |
52 | Architect | 107280.660 | 5 | 5 | 10 | 1 | 30 | 13 | 13.23 | 4.0 | Standard | 1028.07 | 37.210616 | Yes | 51.476374 | 439.301917 | Low_spent_Medium_value_payments | 656.327208 | Standard | 247 |
47 | Teacher | 90729.480 | 4 | 4 | 15 | 3 | 17 | 9 | 7.93 | 3.0 | Standard | 46.92 | 23.528615 | Yes | 183.311212 | 707.060881 | Low_spent_Medium_value_payments | 119.606907 | Standard | 339 |
18 | Accountant | 8886.055 | 8 | 3 | 6 | 6 | 14 | 8 | 12.43 | 8.0 | Standard | 1190.59 | 37.446697 | Yes | 34.788882 | 70.243913 | Low_spent_Small_value_payments | 239.417664 | Good | 233 |
28 | Teacher | 65668.780 | 2 | 6 | 4 | 4 | 4 | 11 | 0.00 | 0.0 | Good | 1261.43 | 29.200702 | No | 135.148740 | 170.743826 | High_spent_Medium_value_payments | 467.947267 | Poor | 349 |
39 | Journalist | 10651.650 | 7 | 6 | 9 | 4 | 10 | 20 | 16.95 | 5.0 | Standard | 1325.65 | 25.916483 | NM | 25.232896 | 22.483404 | Low_spent_Large_value_payments | 283.847450 | Standard | 226 |
28 | Manager | 62827.470 | 4 | 7 | 16 | 1 | 10 | 13 | 10.77 | 4.0 | Standard | 1031.09 | 27.398131 | No | 39.065197 | 463.236628 | Low_spent_Medium_value_payments | 321.860425 | Standard | 209 |
49 | Teacher | 17039.415 | 2 | 5 | 4 | 0 | 8 | 4 | 0.07 | 5.0 | Good | 1373.74 | 38.302015 | No | 0.000000 | 59.694629 | Low_spent_Medium_value_payments | 382.000496 | Standard | 197 |
55 | Architect | 31647.020 | 2 | 6 | 5 | 3 | 8 | 10 | 2.49 | 3.0 | Good | 468.03 | 38.942243 | No | 64.821825 | 238.610362 | Low_spent_Large_value_payments | 239.092979 | Poor | 198 |
45 | Manager | 44624.660 | 1 | 7 | 4 | 0 | 6 | 0 | 3.46 | 2.0 | Good | 186.89 | 25.226333 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 564.196916 | Poor | 395 |
46 | Musician | 77923.000 | 1 | 6 | 6 | 3 | 13 | 9 | 6.68 | 1.0 | Good | 1101.45 | 33.385522 | No | 112.731142 | 159.108670 | High_spent_Medium_value_payments | 608.818522 | Standard | 0 |
23 | Teacher | 32755.490 | 4 | 5 | 2 | 3 | 14 | 12 | 5.99 | 3.0 | Good | 1265.91 | 35.794012 | No | 54.538424 | 58.308730 | High_spent_Medium_value_payments | 413.715263 | Good | 276 |
51 | Journalist | 19127.060 | 5 | 7 | 6 | 3 | 29 | 13 | 11.26 | 4.0 | Standard | 89.19 | 26.435506 | Yes | 41.961084 | 26.483085 | High_spent_Medium_value_payments | 333.347998 | Standard | 292 |
47 | Engineer | 38533.760 | 4 | 3 | 1 | 0 | 15 | 9 | 1.19 | 3.0 | Good | 431.41 | 27.775868 | NM | 0.000000 | 197.196447 | Low_spent_Medium_value_payments | 424.018220 | Poor | 362 |
20 | Doctor | 44454.070 | 0 | 4 | 6 | 0 | 11 | 7 | 12.51 | 3.0 | Good | 576.84 | 38.140250 | No | 0.000000 | 56.188286 | High_spent_Large_value_payments | 551.662297 | Good | 340 |
49 | Writer | 70481.190 | 8 | 5 | 16 | 0 | 29 | 10 | 12.75 | 4.0 | Standard | 1087.10 | 38.799697 | Yes | 0.000000 | 136.031861 | High_spent_Medium_value_payments | 672.411389 | Poor | 314 |
27 | Scientist | 57697.740 | 7 | 6 | 6 | 1 | 24 | 17 | 19.14 | 3.0 | Standard | 550.27 | 42.553957 | Yes | 40.938861 | 61.286118 | High_spent_Medium_value_payments | 616.089521 | Standard | 0 |
24 | Architect | 60015.320 | 7 | 4 | 14 | 7 | 8 | 8 | 10.47 | 6.0 | Standard | 1095.15 | 26.803347 | Yes | 187.008683 | 63.616845 | High_spent_Large_value_payments | 501.502139 | Standard | 189 |
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