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ID | Описание | Дата |
---|---|---|
3f23b100-fc0e-4a8e-9a8f-764931dfa0fd | redefine impactful e-markets | 1997-03-18 |
fc151069-7f54-48ea-b11c-ce5942e21b95 | disintermediate proactive schemas | 1984-03-12 |
586e3797-e1c4-4189-a8ef-25c37bd6fab4 | utilize 24/365 technologies | 2018-06-22 |
2e041a99-8935-4dd5-a80e-9998207f2170 | benchmark transparent convergence | 1980-07-27 |
bf3a1586-0a03-4786-b5f0-c65d94f4227b | harness next-generation eyeballs | 2023-11-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Manager | 47275.960 | 6 | 3 | 4 | 4 | 18 | 18 | 9.43 | 2.0 | Good | 302.10 | 39.834148 | No | 121.928877 | 0.000000 | Low_spent_Small_value_payments | 292.908229 | Good | 270 |
25 | Teacher | 34447.490 | 5 | 6 | 4 | 4 | 26 | 8 | 8.71 | 5.0 | Good | 922.30 | 34.380782 | NM | 67.236236 | 22.911206 | High_spent_Large_value_payments | 422.214975 | Good | 367 |
19 | Teacher | 16644.370 | 6 | 7 | 28 | 2 | 47 | 24 | 7.16 | 10.0 | Bad | 1415.11 | 36.107781 | Yes | 16.248297 | 31.401848 | High_spent_Medium_value_payments | 370.052938 | Poor | 218 |
23 | Musician | 91570.710 | 3 | 7 | 20 | 3 | 25 | 10 | 8.00 | 6.0 | Standard | 448.59 | 25.487713 | NM | 126.951702 | 646.557533 | Low_spent_Medium_value_payments | 291.180015 | Standard | 146 |
35 | Doctor | 87671.600 | 7 | 3 | 12 | 4 | 8 | 14 | 17.14 | 8.0 | Standard | 1375.37 | 24.503574 | Yes | 195.775110 | 154.001408 | High_spent_Large_value_payments | 610.520149 | Standard | 168 |
37 | Engineer | 16833.355 | 7 | 3 | 5 | 2 | 23 | 14 | 8.98 | 8.0 | Standard | 65.59 | 30.277173 | NM | 19.785558 | 51.123168 | Low_spent_Small_value_payments | 358.669232 | Standard | 125 |
34 | Accountant | 24192.590 | 3 | 7 | 19 | 2 | 19 | 0 | 8.78 | 2.0 | Standard | 974.45 | 34.839891 | NM | 34.503561 | 77.305761 | Low_spent_Small_value_payments | 406.395594 | Standard | 196 |
48 | Manager | 12593.765 | 3 | 5 | 5 | 1 | 9 | 12 | 11.43 | 0.0 | Standard | 1211.15 | 39.000419 | Yes | 6.786378 | 41.355108 | High_spent_Small_value_payments | 320.406555 | Standard | 0 |
15 | Journalist | 19135.350 | 5 | 5 | 17 | 2 | 26 | 9 | 13.40 | 4.0 | Standard | 1064.05 | 25.394251 | Yes | 26.131331 | 56.096062 | High_spent_Medium_value_payments | 349.733857 | Standard | 285 |
20 | Journalist | 66022.260 | 1 | 4 | 12 | 3 | 3 | 11 | 10.47 | 4.0 | Good | 984.03 | 27.622750 | No | 94.496138 | 157.275039 | High_spent_Medium_value_payments | 536.514323 | Good | 303 |
25 | Engineer | 101238.570 | 1 | 3 | 6 | 4 | 13 | 1 | 1.05 | 5.0 | Good | 816.04 | 40.427438 | No | 172.653062 | 657.671751 | Low_spent_Medium_value_payments | 269.629937 | Good | 391 |
48 | Journalist | 88859.370 | 5 | 4 | 8 | 1 | 8 | 15 | 2.49 | 4.0 | Good | 473.15 | 32.084820 | NM | 49.221297 | 136.078864 | High_spent_Small_value_payments | 826.494588 | Good | 267 |
24 | Engineer | 14839.245 | 3 | 2 | 10 | 2 | 15 | 8 | 8.06 | 3.0 | Good | 1408.61 | 27.613663 | No | 13.418114 | 78.258406 | Low_spent_Small_value_payments | 313.083855 | Good | 355 |
25 | Mechanic | 22115.475 | 4 | 6 | 1 | 2 | 13 | 13 | 11.25 | 5.0 | Good | 510.55 | 32.409400 | No | 29.429949 | 44.093790 | Low_spent_Large_value_payments | 379.571886 | Standard | 272 |
32 | Developer | 35452.340 | 7 | 6 | 12 | 2 | 25 | 0 | 19.97 | 7.0 | Standard | 1442.31 | 26.114508 | Yes | 46.376753 | 130.775529 | High_spent_Small_value_payments | 403.783884 | Standard | 195 |
36 | Scientist | 148729.120 | 2 | 5 | 2 | 3 | 4 | 12 | 10.48 | 0.0 | Good | 130.56 | 34.413316 | No | 198.496377 | 530.840978 | High_spent_Small_value_payments | 786.371978 | Standard | 346 |
51 | Engineer | 128429.680 | 6 | 7 | 3 | 2 | 13 | 8 | 0.52 | 3.0 | Good | 1052.00 | 32.650179 | No | 129.521669 | 447.723491 | High_spent_Small_value_payments | 765.802174 | Good | 220 |
45 | Musician | 39513.840 | 4 | 2 | 11 | 3 | 9 | 13 | 9.63 | 2.0 | Good | 1029.00 | 30.363615 | No | 89.800893 | 277.137375 | Low_spent_Large_value_payments | 202.443732 | Good | 345 |
21 | Lawyer | 106674.510 | 7 | 4 | 17 | 0 | 26 | 11 | 4.24 | 8.0 | Standard | 316.39 | 39.717619 | No | 0.000000 | 617.849127 | Low_spent_Small_value_payments | 537.905123 | Poor | 238 |
23 | Writer | 29570.450 | 0 | 4 | 1 | 4 | 12 | 1 | 5.20 | 0.0 | Good | 194.21 | 26.157048 | No | 62.257546 | 41.528769 | High_spent_Medium_value_payments | 385.134102 | Good | 303 |
54 | Accountant | 29988.930 | 5 | 5 | 3 | 4 | 4 | 11 | 3.28 | 1.0 | Good | 1253.79 | 41.107299 | No | 52.585474 | 151.318132 | Low_spent_Large_value_payments | 341.404144 | Good | 270 |
30 | Musician | 69332.900 | 7 | 4 | 14 | 0 | 4 | 11 | 17.49 | 0.0 | Standard | 622.41 | 28.492344 | NM | 0.000000 | 48.975053 | High_spent_Large_value_payments | 760.599113 | Standard | 288 |
50 | Developer | 29745.080 | 1 | 4 | 3 | 0 | 13 | 0 | 7.69 | 2.0 | Good | 438.28 | 38.012317 | No | 0.000000 | 258.763284 | Low_spent_Small_value_payments | 274.712383 | Good | 328 |
23 | Journalist | 14821.995 | 7 | 7 | 14 | 3 | 14 | 16 | 6.76 | 0.0 | Standard | 267.04 | 25.826463 | No | 25.619791 | 73.193891 | Low_spent_Small_value_payments | 297.602944 | Standard | 297 |
35 | Lawyer | 7957.910 | 3 | 3 | 17 | 5 | 25 | 19 | 10.13 | 4.0 | Standard | 818.50 | 26.510368 | Yes | 31.461448 | 19.828555 | Low_spent_Large_value_payments | 275.025914 | Standard | 117 |
32 | Architect | 76769.580 | 3 | 5 | 7 | 3 | 19 | 8 | 11.49 | 7.0 | Good | 19.43 | 29.592635 | No | 190.553852 | 248.289766 | Low_spent_Large_value_payments | 451.502882 | Good | 273 |
31 | Developer | 76714.080 | 0 | 7 | 11 | 3 | 2 | 2 | 6.78 | 3.0 | Good | 1126.30 | 38.093248 | No | 101.283725 | 359.403390 | Low_spent_Medium_value_payments | 459.496885 | Poor | 261 |
45 | Developer | 20921.760 | 4 | 7 | 11 | 2 | 16 | 0 | 12.62 | 7.0 | Standard | 453.11 | 34.911487 | Yes | 33.099448 | 0.000000 | Low_spent_Small_value_payments | 207.566172 | Standard | 283 |
50 | Writer | 15603.415 | 3 | 5 | 7 | 3 | 14 | 0 | 10.10 | 0.0 | Good | 783.82 | 33.223113 | No | 33.838772 | 105.640583 | Low_spent_Medium_value_payments | 286.349103 | Standard | 221 |
43 | Architect | 57602.600 | 4 | 5 | 19 | 1 | 18 | 12 | 13.62 | 4.0 | Standard | 933.83 | 27.010764 | Yes | 41.708245 | 194.611031 | High_spent_Small_value_payments | 495.802390 | Standard | 256 |
41 | Scientist | 36454.030 | 4 | 5 | 9 | 2 | 5 | 0 | 1.63 | 2.0 | Standard | 688.99 | 29.256583 | No | 42.517031 | 25.956662 | High_spent_Large_value_payments | 465.509890 | Standard | 325 |
33 | Media_Manager | 59146.360 | 2 | 5 | 6 | 1 | 8 | 7 | 6.68 | 2.0 | Good | 418.03 | 35.750925 | No | 26.778419 | 188.544697 | High_spent_Medium_value_payments | 525.563217 | Standard | 243 |
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