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ID | Описание | Дата |
---|---|---|
45614c45-96f1-494a-b38a-910954213b66 | aggregate revolutionary e-commerce | 1988-05-06 |
e3d2086e-a968-426c-92e9-0c41c05f289b | re-intermediate scalable systems | 2012-10-31 |
1874c706-0045-4d17-b5f7-fd5cf3ba1db5 | disintermediate clicks-and-mortar relationships | 1976-01-08 |
6858d53b-60ee-4ef1-8f8f-dd331d09e733 | productize best-of-breed web-readiness | 2015-11-23 |
ce41c30e-2065-44d4-b13e-f6541fe691a5 | enhance dynamic infrastructures | 2010-10-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Media_Manager | 91690.530 | 2 | 6 | 2 | 2 | 6 | 8 | 4.95 | 4.0 | Good | 1295.18 | 38.664318 | No | 130.850858 | 371.425810 | Low_spent_Medium_value_payments | 557.311083 | Good | 0 |
30 | Developer | 27242.800 | 5 | 4 | 15 | 6 | 19 | 19 | 19.50 | 7.0 | Standard | 881.36 | 32.160502 | Yes | 73.815462 | 112.571055 | Low_spent_Small_value_payments | 347.036817 | Standard | 205 |
19 | Engineer | 35322.240 | 5 | 5 | 6 | 3 | 11 | 3 | 10.51 | 2.0 | Good | 907.76 | 26.356418 | No | 61.725788 | 289.162996 | Low_spent_Small_value_payments | 219.663216 | Standard | 367 |
55 | Accountant | 39094.340 | 3 | 5 | 11 | 3 | 4 | 0 | 3.84 | 3.0 | Good | 133.84 | 28.814724 | No | 66.860461 | 139.154568 | High_spent_Medium_value_payments | 399.471138 | Good | 352 |
26 | Developer | 56285.440 | 5 | 5 | 12 | 3 | 10 | 4 | 5.25 | 4.0 | Good | 29.18 | 34.906713 | No | 106.764199 | 183.833057 | High_spent_Medium_value_payments | 458.448078 | Poor | 259 |
32 | Writer | 27676.160 | 3 | 7 | 2 | 2 | 29 | 9 | 8.95 | 2.0 | Good | 1216.47 | 38.045537 | No | 33.101599 | 66.151820 | High_spent_Medium_value_payments | 395.681248 | Poor | 328 |
36 | Accountant | 43108.400 | 3 | 6 | 8 | 0 | 22 | 14 | 11.49 | 5.0 | Good | 905.03 | 32.572022 | No | 0.000000 | 104.582816 | High_spent_Small_value_payments | 491.653851 | Standard | 338 |
53 | Teacher | 62347.860 | 8 | 7 | 7 | 0 | 6 | 9 | 6.78 | 0.0 | Standard | 681.95 | 38.631834 | NM | 0.000000 | 57.359899 | High_spent_Medium_value_payments | 694.305601 | Standard | 0 |
19 | Teacher | 16360.215 | 3 | 6 | 18 | 4 | 27 | 10 | 17.52 | 9.0 | Standard | 453.29 | 32.667641 | Yes | 38.796558 | 155.355316 | Low_spent_Small_value_payments | 236.883250 | Standard | 334 |
16 | Entrepreneur | 48356.660 | 3 | 4 | 16 | 2 | 4 | 10 | 17.01 | 8.0 | Standard | 1323.42 | 35.045763 | NM | 45.441543 | 158.826732 | High_spent_Medium_value_payments | 469.103892 | Standard | 190 |
28 | Architect | 28338.430 | 6 | 3 | 8 | 1 | 13 | 18 | 17.10 | 5.0 | Standard | 135.50 | 28.965376 | NM | 12.805281 | 0.000000 | Low_spent_Medium_value_payments | 379.084071 | Poor | 229 |
52 | Media_Manager | 80302.470 | 5 | 5 | 20 | 0 | 10 | 11 | 11.71 | 5.0 | Standard | 976.47 | 35.138127 | Yes | 0.000000 | 142.986836 | High_spent_Medium_value_payments | 746.200414 | Poor | 282 |
21 | Scientist | 29212.860 | 5 | 4 | 7 | 1 | 4 | 7 | 11.16 | 4.0 | Good | 37.16 | 26.604152 | NM | 19.328972 | 117.918493 | Low_spent_Medium_value_payments | 392.193035 | Good | 232 |
22 | Entrepreneur | 29727.930 | 6 | 6 | 14 | 1 | 25 | 13 | 16.87 | 8.0 | Standard | 1237.42 | 38.275305 | Yes | 12.908511 | 113.718044 | High_spent_Medium_value_payments | 391.206195 | Standard | 351 |
52 | Manager | 85498.650 | 3 | 3 | 14 | 3 | 9 | 16 | 5.38 | 2.0 | Standard | 397.93 | 37.632141 | Yes | 151.795277 | 413.089782 | Low_spent_Large_value_payments | 436.503691 | Standard | 199 |
37 | Manager | 10112.045 | 4 | 5 | 6 | 1 | 30 | 8 | 6.74 | 2.0 | Standard | 49.62 | 28.858919 | No | 56.143097 | 0.000000 | Low_spent_Large_value_payments | 294.458789 | Standard | 349 |
50 | Accountant | 21931.995 | 1 | 1 | 1 | 0 | 9 | 10 | 0.00 | 5.0 | Good | 900.26 | 34.177020 | No | 0.000000 | 26.076695 | High_spent_Medium_value_payments | 412.689930 | Good | 198 |
23 | Entrepreneur | 170502.520 | 1 | 5 | 9 | 2 | 2 | 4 | 2.84 | 3.0 | Good | 334.62 | 38.470598 | No | 190.481472 | 352.726894 | High_spent_Large_value_payments | 1145.745967 | Standard | 295 |
40 | Manager | 70277.220 | 3 | 6 | 7 | 3 | 8 | 14 | 11.05 | 7.0 | Good | 762.48 | 35.337679 | No | 149.934106 | 202.712442 | High_spent_Small_value_payments | 470.696952 | Good | 245 |
39 | Entrepreneur | 33189.630 | 3 | 3 | 6 | 4 | 17 | 16 | 0.84 | 5.0 | Standard | 1101.15 | 26.823688 | No | 59.387532 | 199.579955 | Low_spent_Small_value_payments | 299.912763 | Poor | 200 |
53 | Writer | 87438.030 | 6 | 3 | 10 | 3 | 9 | 17 | 4.15 | 1.0 | Standard | 78.28 | 27.678551 | Yes | 176.142658 | 0.000000 | High_spent_Large_value_payments | 618.967781 | Standard | 212 |
26 | Mechanic | 179166.480 | 1 | 5 | 5 | 1 | 6 | 1 | 10.75 | 3.0 | Good | 181.42 | 37.341724 | No | 138.801748 | 551.695131 | Low_spent_Small_value_payments | 1092.457121 | Good | 383 |
30 | Doctor | 51582.540 | 3 | 6 | 16 | 1 | 22 | 16 | 18.84 | 3.0 | Standard | 1354.35 | 34.285288 | Yes | 35.857520 | 188.225584 | High_spent_Small_value_payments | 437.571396 | Standard | 300 |
20 | Architect | 60829.800 | 4 | 5 | 2 | 3 | 7 | 3 | 0.64 | 2.0 | Good | 445.39 | 27.256532 | No | 106.318502 | 0.000000 | Low_spent_Medium_value_payments | 261.902129 | Good | 386 |
38 | Accountant | 31530.760 | 1 | 3 | 1 | 4 | 6 | 10 | 8.54 | 2.0 | Good | 702.89 | 34.255015 | No | 74.253632 | 65.119835 | High_spent_Small_value_payments | 388.282866 | Good | 299 |
28 | Mechanic | 107633.880 | 7 | 6 | 18 | 1 | 5 | 20 | 17.11 | 0.0 | Standard | 15.58 | 43.139033 | NM | 46.468568 | 343.387620 | High_spent_Medium_value_payments | 772.292812 | Standard | 310 |
30 | Manager | 21487.835 | 1 | 2 | 6 | 3 | 12 | 10 | 2.93 | 3.0 | Good | 425.90 | 30.183141 | No | 41.006384 | 48.622883 | Low_spent_Large_value_payments | 340.636025 | Good | 303 |
41 | Accountant | 23692.520 | 5 | 3 | 8 | 0 | 28 | 13 | 16.69 | 0.0 | Standard | 915.87 | 41.095129 | Yes | 0.000000 | 42.108946 | High_spent_Medium_value_payments | 418.328720 | Standard | 373 |
36 | Scientist | 10977.790 | 6 | 3 | 15 | 0 | 12 | 14 | 18.07 | 6.0 | Standard | 1457.57 | 39.144954 | Yes | 0.000000 | 114.645206 | Low_spent_Small_value_payments | 286.436377 | Standard | 286 |
28 | Mechanic | 35176.500 | 4 | 5 | 8 | 4 | 31 | 18 | 3.74 | 1.0 | Standard | 234.65 | 39.233923 | Yes | 104.704427 | 84.367022 | Low_spent_Large_value_payments | 362.466050 | Standard | 192 |
41 | Accountant | 119612.280 | 3 | 1 | 3 | 0 | 13 | 9 | 9.83 | 1.0 | Good | 1274.05 | 33.144619 | No | 0.000000 | 583.299946 | Low_spent_Large_value_payments | 686.669054 | Good | 234 |
43 | Teacher | 32690.860 | 4 | 5 | 6 | 3 | 15 | 20 | 10.48 | 2.0 | Standard | 1380.29 | 34.715077 | No | 50.281845 | 162.641436 | High_spent_Small_value_payments | 338.100553 | Standard | 375 |
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