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ID | Описание | Дата |
---|---|---|
9efb14f6-f9bf-4061-9ed0-c2ff083a153b | expedite efficient platforms | 1987-09-18 |
6c869e1e-bdc4-497e-ace1-c206c864c2ec | architect next-generation vortals | 1983-08-29 |
7ee2b94d-2840-4615-b7cf-ac251fad5b09 | aggregate 24/7 portals | 2015-02-16 |
059dcada-1957-4301-aa08-e3ebdb7b85ac | enable extensible platforms | 1976-05-24 |
63b5dd5b-5884-420b-a588-6720c1fe7f95 | re-intermediate front-end channels | 2013-07-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Teacher | 33751.270 | 5 | 5 | 20 | 3 | 16 | 20 | 11.00 | 8.0 | Standard | 1328.93 | 32.782637 | Yes | 65.008174 | 72.860082 | High_spent_Medium_value_payments | 406.992327 | Standard | 235 |
53 | Musician | 66732.580 | 0 | 2 | 3 | 0 | 9 | 8 | 4.64 | 5.0 | Good | 244.07 | 39.816525 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 700.779865 | Standard | 228 |
26 | Lawyer | 20821.800 | 5 | 6 | 9 | 2 | 30 | 10 | 6.23 | 4.0 | Good | 1485.97 | 27.137297 | No | 21.189697 | 78.977699 | High_spent_Medium_value_payments | 350.847604 | Poor | 324 |
52 | Mechanic | 38694.660 | 2 | 3 | 2 | 3 | 3 | 14 | 5.72 | 2.0 | Good | 711.09 | 31.402412 | No | 70.479478 | 0.000000 | Low_spent_Medium_value_payments | 437.099086 | Good | 388 |
27 | Mechanic | 26396.880 | 3 | 7 | 2 | 2 | 34 | 19 | 11.63 | 0.0 | Good | 504.18 | 28.755566 | No | 22.969071 | 121.626063 | Low_spent_Small_value_payments | 381.078866 | Standard | 225 |
49 | Developer | 27525.020 | 6 | 6 | 6 | 0 | 24 | 19 | 17.92 | 2.0 | Standard | 999.12 | 33.004660 | Yes | 0.000000 | 78.737522 | High_spent_Medium_value_payments | 395.237645 | Standard | 282 |
25 | Musician | 25610.670 | 3 | 4 | 19 | 2 | 9 | 14 | 2.24 | 1.0 | Standard | 46.58 | 26.684356 | No | 24.799709 | 122.496745 | Low_spent_Large_value_payments | 341.725796 | Standard | 293 |
25 | Entrepreneur | 12427.740 | 6 | 6 | 11 | 4 | 20 | 11 | 9.61 | 1.0 | Good | 223.93 | 30.355695 | No | 33.808269 | 100.679455 | Low_spent_Small_value_payments | 232.276776 | Poor | 329 |
46 | Accountant | 39296.500 | 5 | 1 | 1 | 4 | 4 | 0 | 13.65 | 3.0 | Good | 187.21 | 39.610210 | No | 124.948667 | 73.818250 | High_spent_Large_value_payments | 367.403916 | Good | 328 |
27 | Manager | 29249.410 | 8 | 4 | 12 | 3 | 26 | 13 | 11.76 | 7.0 | Standard | 439.34 | 35.496870 | Yes | 66.780695 | 78.011713 | Low_spent_Small_value_payments | 369.952675 | Standard | 136 |
31 | Entrepreneur | 71830.440 | 7 | 3 | 19 | 3 | 21 | 11 | 7.48 | 3.0 | Standard | 745.75 | 36.929247 | NM | 119.453442 | 337.749238 | High_spent_Small_value_payments | 413.884320 | Good | 328 |
25 | Entrepreneur | 26104.480 | 4 | 4 | 14 | 7 | 11 | 16 | 10.51 | 9.0 | Standard | 377.32 | 30.509548 | Yes | 87.219950 | 91.991601 | High_spent_Small_value_payments | 280.325782 | Standard | 76 |
45 | Musician | 172205.960 | 2 | 2 | 7 | 2 | 17 | 1 | 6.62 | 1.0 | Good | 1224.88 | 33.248322 | No | 175.603764 | 651.344729 | High_spent_Small_value_payments | 862.401174 | Good | 0 |
44 | Doctor | 30231.090 | 3 | 6 | 3 | 3 | 5 | 2 | 4.09 | 1.0 | Good | 1263.11 | 28.831422 | No | 55.943907 | 109.468532 | Low_spent_Small_value_payments | 385.613311 | Good | 397 |
15 | Lawyer | 14581.315 | 8 | 4 | 10 | 6 | 13 | 17 | 7.67 | 8.0 | Standard | 471.00 | 24.383563 | Yes | 61.629080 | 48.074917 | High_spent_Small_value_payments | 257.606961 | Standard | 136 |
22 | Writer | 11980.385 | 5 | 3 | 18 | 3 | 25 | 16 | 17.40 | 7.0 | Standard | 29.81 | 25.614809 | Yes | 26.265887 | 75.105716 | Low_spent_Large_value_payments | 271.664939 | Standard | 379 |
52 | Manager | 11421.510 | 5 | 3 | 14 | 3 | 16 | 15 | 15.72 | 7.0 | Standard | 1278.12 | 36.519005 | Yes | 20.892936 | 69.086421 | Low_spent_Small_value_payments | 303.099893 | Standard | 361 |
54 | Architect | 23667.290 | 7 | 6 | 8 | 3 | 28 | 14 | 13.46 | 3.0 | Standard | 1202.43 | 38.276324 | Yes | 53.023140 | 257.431998 | Low_spent_Small_value_payments | 187.772279 | Standard | 239 |
43 | Architect | 68214.900 | 6 | 5 | 7 | 2 | 30 | 12 | 16.22 | 6.0 | Standard | 978.49 | 28.930973 | Yes | 59.131695 | 82.012341 | High_spent_Medium_value_payments | 674.913465 | Standard | 337 |
31 | Musician | 12524.625 | 5 | 3 | 13 | 0 | 6 | 9 | 12.77 | 8.0 | Standard | 689.18 | 39.091428 | Yes | 0.000000 | 70.792173 | Low_spent_Small_value_payments | 308.979702 | Standard | 67 |
41 | Doctor | 24446.050 | 4 | 7 | 20 | 1 | 22 | 10 | 9.64 | 5.0 | Standard | 760.95 | 35.454323 | Yes | 142.244785 | 76.317389 | High_spent_Medium_value_payments | 339.501181 | Standard | 232 |
50 | Musician | 83923.240 | 4 | 4 | 9 | 3 | 9 | 20 | 2.54 | 3.0 | Good | 1236.73 | 31.331896 | No | 139.340392 | 195.592129 | High_spent_Medium_value_payments | 587.427812 | Good | 280 |
53 | Scientist | 64752.400 | 3 | 3 | 5 | 3 | 11 | 0 | 9.56 | 0.0 | Good | 1022.80 | 27.308744 | No | 115.341287 | 231.986899 | Low_spent_Small_value_payments | 507.875148 | Standard | 327 |
41 | Architect | 100127.820 | 4 | 7 | 20 | 2 | 18 | 11 | 0.51 | 3.0 | Standard | 520.84 | 32.377894 | No | 85.099120 | 327.741191 | Low_spent_Medium_value_payments | 694.958189 | Standard | 184 |
54 | Mechanic | 34963.820 | 6 | 5 | 10 | 4 | 25 | 14 | 9.56 | 3.0 | Standard | 879.49 | 33.245867 | Yes | 108.796083 | 139.667028 | High_spent_Small_value_payments | 331.102056 | Standard | 279 |
31 | Accountant | 65454.360 | 4 | 5 | 14 | 3 | 8 | 18 | 7.17 | 8.0 | Standard | 449.97 | 32.832995 | Yes | 130.928479 | 97.966034 | High_spent_Medium_value_payments | 561.158487 | Standard | 294 |
43 | Media_Manager | 8177.410 | 7 | 10 | 22 | 7 | 13 | 19 | 17.02 | 7.0 | Standard | 1370.66 | 28.093751 | Yes | 47.561492 | 59.592779 | Low_spent_Medium_value_payments | 253.190812 | Poor | 0 |
36 | Lawyer | 28058.380 | 3 | 1 | 12 | 2 | 10 | 5 | 7.49 | 2.0 | Good | 240.25 | 38.895830 | No | 23.542879 | 156.818945 | Low_spent_Small_value_payments | 369.758009 | Good | 0 |
33 | Journalist | 32967.940 | 8 | 4 | 18 | 1 | 21 | 16 | 4.42 | 4.0 | Standard | 197.92 | 31.590033 | Yes | 24.834804 | 76.149474 | High_spent_Medium_value_payments | 448.648555 | Standard | 239 |
55 | Lawyer | 17168.925 | 4 | 4 | 4 | 2 | 11 | 10 | 8.25 | 4.0 | Good | 708.27 | 36.097435 | No | 16.369622 | 88.382478 | Low_spent_Large_value_payments | 309.122275 | Good | 227 |
46 | Musician | 42411.790 | 0 | 2 | 11 | 2 | 3 | 1 | 6.96 | 8.0 | Good | 734.77 | 29.041071 | No | 42.779926 | 193.100764 | Low_spent_Large_value_payments | 378.750894 | Good | 218 |
26 | Engineer | 99469.740 | 7 | 5 | 13 | 1 | 18 | 11 | 0.00 | 0.0 | Standard | 30.10 | 32.199804 | NM | 60.014342 | 469.416971 | Low_spent_Medium_value_payments | 557.883187 | Standard | 311 |
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