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ID | Описание | Дата |
---|---|---|
f4544a58-f00d-4f83-a7a4-1d8e91ec78a0 | innovate holistic e-markets | 2007-04-10 |
e6946c58-4297-4062-95b6-508afaa8e0ad | visualize back-end supply-chains | 2009-05-06 |
65e34727-f9be-45a3-aff9-6ecbd812d168 | envisioneer scalable deliverables | 2015-07-18 |
4d52985e-6d8f-4038-836f-7ab21b702414 | mesh clicks-and-mortar paradigms | 2014-07-09 |
437cf0a8-3868-445c-97bc-c38bbb5aae6f | whiteboard intuitive initiatives | 1971-03-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Accountant | 43070.240 | 3 | 3 | 18 | 1 | 11 | 8 | 8.97 | 8.0 | Standard | 1233.10 | 34.718644 | Yes | 30.576085 | 108.623447 | Low_spent_Large_value_payments | 493.019135 | Standard | 236 |
36 | Doctor | 24069.550 | 7 | 7 | 20 | 0 | 20 | 22 | 15.02 | 5.0 | Standard | 315.97 | 38.812681 | Yes | 0.000000 | 126.507194 | High_spent_Small_value_payments | 345.972389 | Standard | 354 |
25 | Accountant | 84880.650 | 5 | 6 | 14 | 0 | 30 | 11 | 2.23 | 4.0 | Standard | 1344.85 | 28.493574 | No | 0.000000 | 563.039004 | Low_spent_Large_value_payments | 440.299746 | Standard | 292 |
41 | Manager | 14722.080 | 8 | 6 | 17 | 1 | 29 | 20 | 9.85 | 2.0 | Standard | 1307.84 | 35.039181 | Yes | 10.855972 | 52.244437 | Low_spent_Medium_value_payments | 341.783591 | Standard | 207 |
25 | Accountant | 22244.250 | 0 | 5 | 12 | 1 | 0 | 7 | 5.03 | 3.0 | Good | 1431.94 | 31.214633 | NM | 16.227048 | 127.345299 | Low_spent_Large_value_payments | 327.196403 | Good | 398 |
52 | Musician | 33254.200 | 4 | 7 | 3 | 0 | 29 | 3 | 6.94 | 2.0 | Good | 67.51 | 31.980501 | No | 0.000000 | 89.707966 | Low_spent_Large_value_payments | 486.510367 | Poor | 213 |
29 | Accountant | 31316.470 | 0 | 2 | 6 | 2 | 8 | 5 | 5.44 | 1.0 | Good | 800.89 | 32.661830 | No | 30.821980 | 0.000000 | High_spent_Large_value_payments | 418.244638 | Good | 219 |
50 | Architect | 31080.360 | 8 | 4 | 6 | 1 | 27 | 13 | 8.92 | 0.0 | Standard | 512.07 | 40.069874 | No | 19.656140 | 21.758431 | High_spent_Large_value_payments | 437.988429 | Standard | 384 |
20 | Media_Manager | 38415.690 | 5 | 2 | 3 | 4 | 6 | 4 | 2.42 | 2.0 | Good | 565.02 | 26.267049 | NM | 117.840303 | 49.641567 | High_spent_Medium_value_payments | 411.348880 | Good | 0 |
37 | Entrepreneur | 14453.630 | 9 | 6 | 23 | 4 | 18 | 20 | 2.67 | 8.0 | Bad | 1298.38 | 36.536267 | Yes | 36.855470 | 117.572866 | Low_spent_Small_value_payments | 260.618581 | Standard | 161 |
54 | Media_Manager | 10967.735 | 5 | 6 | 5 | 0 | 9 | 18 | 19.36 | 0.0 | Standard | 1314.16 | 32.243827 | Yes | 0.000000 | 66.505076 | Low_spent_Small_value_payments | 297.392715 | Standard | 336 |
40 | Scientist | 98690.800 | 4 | 6 | 9 | 1 | 6 | 20 | 10.76 | 4.0 | Good | 706.96 | 37.972251 | No | 55.004408 | 508.813403 | Low_spent_Small_value_payments | 552.405523 | Standard | 322 |
34 | Journalist | 17773.775 | 3 | 1 | 2 | 2 | 10 | 4 | 4.57 | 3.0 | Good | 730.73 | 24.207739 | No | 28.239753 | 0.000000 | Low_spent_Large_value_payments | 281.770232 | Good | 312 |
47 | Teacher | 34343.830 | 3 | 5 | 16 | 0 | 13 | 19 | 14.37 | 1.0 | Standard | 319.99 | 35.801320 | Yes | 0.000000 | 84.828001 | High_spent_Medium_value_payments | 479.670582 | Standard | 283 |
35 | Developer | 88940.760 | 0 | 5 | 3 | 1 | 25 | 8 | 2.16 | 3.0 | Good | 1405.04 | 32.027873 | No | 67.642554 | 89.755204 | High_spent_Medium_value_payments | 833.275242 | Poor | 380 |
20 | Mechanic | 22728.900 | 5 | 3 | 16 | 3 | 25 | 0 | 9.27 | 4.0 | Standard | 888.02 | 32.603379 | Yes | 42.191755 | 102.361899 | Low_spent_Small_value_payments | 322.753846 | Standard | 302 |
33 | Lawyer | 40835.650 | 5 | 2 | 1 | 0 | 10 | 0 | 6.42 | 3.0 | Good | 1395.47 | 23.612725 | No | 0.000000 | 280.708131 | Low_spent_Small_value_payments | 326.688952 | Good | 358 |
34 | Teacher | 115649.520 | 5 | 5 | 9 | 2 | 8 | 3 | 10.46 | 6.0 | Good | 641.04 | 28.942533 | No | 104.619466 | 316.672248 | Low_spent_Medium_value_payments | 798.754286 | Poor | 246 |
47 | Engineer | 161006.320 | 0 | 2 | 7 | 1 | 11 | 0 | 2.60 | 0.0 | Good | 615.14 | 31.980895 | No | 91.880303 | 0.000000 | Low_spent_Medium_value_payments | 1067.647037 | Good | 221 |
45 | Architect | 38436.680 | 2 | 5 | 5 | 1 | 14 | 4 | 3.60 | 2.0 | Good | 22.61 | 24.741650 | NM | 28.482551 | 77.294612 | Low_spent_Large_value_payments | 460.728504 | Standard | 334 |
36 | Developer | 35255.260 | 2 | 3 | 3 | 4 | 5 | 6 | 8.24 | 0.0 | Good | 88.52 | 25.266312 | No | 76.879734 | 113.012901 | High_spent_Medium_value_payments | 326.901198 | Good | 0 |
24 | Developer | 68281.180 | 4 | 3 | 2 | 2 | 6 | 11 | 9.49 | 5.0 | Good | 476.18 | 27.411108 | No | 103.322807 | 327.922337 | Low_spent_Medium_value_payments | 440.764690 | Good | 207 |
51 | Entrepreneur | 22336.270 | 4 | 4 | 6 | 4 | 12 | 5 | 8.43 | 3.0 | Good | 506.06 | 24.524039 | No | 70.471090 | 121.438249 | Low_spent_Large_value_payments | 255.726245 | Standard | 350 |
44 | Scientist | 19595.950 | 7 | 8 | 16 | 9 | 47 | 28 | 6.44 | 8.0 | Bad | 1287.97 | 39.898594 | Yes | 127.294796 | 53.128384 | High_spent_Medium_value_payments | 238.276403 | Poor | 148 |
18 | Entrepreneur | 82684.620 | 4 | 5 | 6 | 1 | 4 | 6 | 0.00 | 3.0 | Good | 944.15 | 40.393379 | No | 45.949631 | 725.705175 | Low_spent_Small_value_payments | 178.683694 | Standard | 316 |
53 | Media_Manager | 21963.845 | 2 | 5 | 12 | 4 | 2 | 0 | 5.35 | 2.0 | Good | 902.69 | 34.379372 | No | 38.073427 | 194.379059 | Low_spent_Small_value_payments | 223.779556 | Poor | 275 |
45 | Developer | 34146.860 | 4 | 7 | 1 | 2 | 11 | 10 | 2.07 | 1.0 | Good | 163.00 | 28.523482 | No | 56.334345 | 71.207923 | Low_spent_Large_value_payments | 441.114899 | Good | 0 |
44 | Musician | 12287.430 | 4 | 3 | 19 | 2 | 7 | 13 | 12.21 | 7.0 | Standard | 1271.65 | 37.753472 | Yes | 14.308028 | 69.847370 | Low_spent_Medium_value_payments | 307.839852 | Standard | 77 |
44 | Doctor | 62538.300 | 2 | 5 | 8 | 3 | 5 | 3 | 1.80 | 1.0 | Good | 1375.70 | 41.347399 | No | 87.791201 | 57.401933 | High_spent_Medium_value_payments | 641.959367 | Poor | 263 |
34 | Writer | 31902.650 | 5 | 6 | 9 | 1 | 30 | 18 | 7.87 | 3.0 | Standard | 413.34 | 32.933401 | NM | 18.288977 | 100.584494 | High_spent_Small_value_payments | 410.181945 | Good | 267 |
43 | Scientist | 130433.680 | 1 | 1 | 10 | 0 | 4 | 10 | 7.35 | 2.0 | Good | 825.55 | 41.192108 | No | 0.000000 | 251.283484 | High_spent_Medium_value_payments | 1058.463850 | Standard | 319 |
22 | Entrepreneur | 8289509.000 | 3 | 7 | 2 | 1 | 16 | 8 | 0.60 | 2.0 | Good | 922.32 | 29.867909 | No | 47.496756 | 475.444606 | Low_spent_Large_value_payments | 278.131304 | Standard | 349 |
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