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ID | Описание | Дата |
---|---|---|
885a9081-6b25-46ec-9859-b77c0ff0b2a7 | deliver next-generation channels | 2004-03-17 |
62e07c5c-e083-4987-9f56-0e3625d23438 | incentivize e-business web-readiness | 1980-02-19 |
fa40aff3-4962-49d4-96b0-61c50bd1c395 | unleash end-to-end infrastructures | 1973-06-07 |
19584474-7543-47aa-9d96-0f6d828e0cba | syndicate revolutionary infrastructures | 1980-06-23 |
d4f00803-f5ff-4ea2-9138-19a8f9056b74 | synthesize global applications | 2013-04-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | Musician | 35133.490 | 4 | 4 | 8 | 3 | 16 | 12 | 7.29 | 4.0 | Standard | 586.60 | 27.141675 | Yes | 45.892911 | 56.832541 | High_spent_Medium_value_payments | 435.653632 | Standard | 0 |
54 | Writer | 61669.470 | 3 | 6 | 13 | 0 | 21 | 18 | 6.94 | 3.0 | Standard | 1083.29 | 41.486303 | No | 0.000000 | 198.018164 | Low_spent_Small_value_payments | 610.994086 | Standard | 387 |
40 | Lawyer | 79367.940 | 3 | 4 | 9 | 0 | 6 | 15 | 15.33 | 4.0 | Standard | 1137.41 | 34.178464 | Yes | 0.000000 | 497.060333 | Low_spent_Medium_value_payments | 436.539167 | Standard | 274 |
19 | Engineer | 9592.415 | 3 | 4 | 9 | 3 | 27 | 19 | 1.96 | 4.0 | Good | 754.55 | 27.753272 | NM | 12.375677 | 48.921240 | Low_spent_Small_value_payments | 278.939875 | Standard | 290 |
44 | Architect | 32632.160 | 6 | 9 | 25 | 2 | 39 | 0 | 7.68 | 7.0 | Bad | 1309.09 | 24.161689 | Yes | 35.191645 | 58.460040 | High_spent_Small_value_payments | 445.282982 | Standard | 179 |
42 | Lawyer | 75050.370 | 7 | 7 | 11 | 4 | 8 | 15 | 10.58 | 9.0 | Standard | 509.49 | 37.446886 | Yes | 179.896879 | 108.734057 | High_spent_Medium_value_payments | 581.888814 | Standard | 204 |
20 | Journalist | 81793.560 | 6 | 7 | 19 | 3 | 10 | 17 | 4.47 | 2.0 | Standard | 1208.29 | 34.784104 | Yes | 124.459116 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 352 |
29 | Doctor | 89190.570 | 3 | 4 | 19 | 3 | 21 | 7 | 2.18 | 0.0 | Standard | 1427.36 | 30.328928 | Yes | 165.483904 | 434.164406 | Low_spent_Small_value_payments | 403.906440 | Standard | 314 |
22 | Scientist | 7156.425 | 10 | 6 | 31 | 5 | 57 | 15 | 6.27 | 6.0 | Bad | 1415.97 | 39.591368 | Yes | 18.881578 | 17.734297 | Low_spent_Medium_value_payments | 284.721000 | Standard | 137 |
38 | Journalist | 68392.180 | 0 | 5 | 12 | 3 | 15 | 5 | 14.78 | 3.0 | Good | 719.20 | 34.051202 | NM | 108.401850 | 105.154209 | High_spent_Medium_value_payments | 598.678774 | Good | 328 |
44 | Doctor | 81066.720 | 8 | 3 | 18 | 3 | 13 | 17 | 7.14 | 4.0 | Standard | 721.45 | 32.903660 | NM | 170.829327 | 416.773006 | Low_spent_Medium_value_payments | 356.353667 | Good | 354 |
33 | Developer | 11550.325 | 5 | 7 | 15 | 2 | 22 | 19 | 1.46 | 0.0 | Standard | 689.44 | 32.722113 | No | 10.290885 | 32.494008 | Low_spent_Small_value_payments | 341.967815 | Standard | 210 |
39 | Manager | 20062.860 | 7 | 7 | 17 | 1 | 14 | 13 | 8.68 | 0.0 | Standard | 769.51 | 24.371960 | Yes | 8.561281 | 0.000000 | Low_spent_Large_value_payments | 323.894154 | Standard | 194 |
29 | Architect | 75402.520 | 2 | 4 | 3 | 3 | 4 | 5 | 4.46 | 2.0 | Good | 725.97 | 33.651592 | No | 177.208905 | 234.651359 | Low_spent_Medium_value_payments | 490.294069 | Good | 332 |
50 | Writer | 39398.740 | 2 | 3 | 9 | 3 | 6 | 1 | 6.38 | 6.0 | Good | 62.37 | 26.335146 | No | 82.984233 | 27.914014 | High_spent_Large_value_payments | 429.324586 | Standard | 296 |
43 | Journalist | 33208.010 | 0 | 7 | 9 | 4 | 6 | 4 | 11.11 | 5.0 | Good | 407.86 | 32.808145 | No | 75.660274 | 94.551283 | Low_spent_Small_value_payments | 369.221860 | Standard | 344 |
37 | Architect | 33868.830 | 5 | 3 | 16 | 4 | 11 | 13 | 8.20 | 7.0 | Standard | 664.61 | 36.418397 | Yes | 56.467571 | 199.174331 | Low_spent_Small_value_payments | 340.898348 | Standard | 137 |
56 | Lawyer | 17199.795 | 8 | 6 | 20 | 4 | 35 | 11 | 11.28 | 5.0 | Standard | 1285.78 | 36.999022 | Yes | 35.003769 | 152.099258 | Low_spent_Small_value_payments | 251.828598 | Standard | 187 |
29 | Media_Manager | 33312.690 | 3 | 6 | 5 | 0 | 29 | 14 | 8.23 | 4.0 | Standard | 499.74 | 38.307484 | Yes | 0.000000 | 400.240407 | Low_spent_Small_value_payments | 194.565343 | Standard | 265 |
24 | Accountant | 69905.360 | 6 | 5 | 14 | 3 | 21 | 0 | 0.00 | 1.0 | Standard | 1216.15 | 29.865718 | No | 160.901574 | 351.599039 | Low_spent_Medium_value_payments | 376.544054 | Standard | 246 |
28 | Lawyer | 52639.650 | 3 | 6 | 9 | 4 | 32 | 9 | 9.00 | 6.0 | Standard | 1477.09 | 32.427285 | Yes | 109.953471 | 92.135007 | High_spent_Medium_value_payments | 509.775272 | Poor | 127 |
21 | Doctor | 35075.330 | 7 | 5 | 9 | 1 | 5 | 0 | 5.31 | 3.0 | Standard | 441.46 | 41.229871 | No | 28.573031 | 73.550421 | High_spent_Medium_value_payments | 469.270965 | Standard | 184 |
19 | Developer | 69348.700 | 8 | 7 | 11 | 0 | 19 | 8 | 3.53 | 1.0 | Standard | 973.83 | 35.793784 | No | 0.000000 | 455.448042 | Low_spent_Medium_value_payments | 375.757791 | Standard | 365 |
53 | Scientist | 29536.930 | 4 | 7 | 7 | 2 | 23 | 16 | 4.92 | 3.0 | Standard | 607.50 | 30.451968 | Yes | 38.737264 | 0.000000 | High_spent_Medium_value_payments | 409.805702 | Standard | 256 |
55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 10 | 8 | 9.64 | 0.0 | Good | 626.64 | 24.938056 | No | 44.913080 | 105.622455 | Low_spent_Large_value_payments | 257.656090 | Standard | 395 |
32 | Manager | 33032.460 | 8 | 7 | 20 | 2 | 24 | 10 | 8.68 | 8.0 | Standard | 891.29 | 33.659414 | Yes | 35.275234 | 43.130507 | High_spent_Large_value_payments | 445.864759 | Standard | 188 |
19 | Architect | 88602.000 | 6 | 4 | 15 | 2 | 14 | 12 | 6.43 | 0.0 | Standard | 74.12 | 41.005455 | No | 94.560809 | 0.000000 | Low_spent_Medium_value_payments | 579.542751 | Standard | 245 |
36 | Teacher | 107304.420 | 1 | 4 | 7 | 0 | 3 | 10 | 1.45 | 4.0 | Good | 1171.11 | 38.455965 | No | 0.000000 | 378.079101 | High_spent_Medium_value_payments | 765.524399 | Good | 228 |
53 | Doctor | 98495.800 | 5 | 5 | 14 | 1 | 9 | 8 | 7.73 | 3.0 | Standard | 1362.58 | 28.142401 | Yes | 60.763268 | 196.743938 | High_spent_Medium_value_payments | 805.891127 | Standard | 370 |
49 | Engineer | 116224.680 | 0 | 3 | 8 | 1 | 10 | 0 | 5.01 | 0.0 | Good | 1388.02 | 41.906196 | No | 59.586054 | 249.835405 | High_spent_Small_value_payments | 937.917542 | Standard | 391 |
35 | Manager | 31503.240 | 0 | 5 | 6 | 0 | 19 | 9 | 7.47 | 5.0 | Good | 628.79 | 27.464273 | No | 0.000000 | 218.430914 | Low_spent_Small_value_payments | 362.696086 | Standard | 389 |
23 | Scientist | 18940.820 | 9 | 5 | 33 | 6 | 49 | 15 | 9.11 | 12.0 | Bad | 1327.42 | 37.306061 | Yes | 87.857445 | 73.671348 | Low_spent_Small_value_payments | 256.611373 | Poor | 190 |
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