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ID | Описание | Дата |
---|---|---|
e5769509-f408-4f12-825e-f69801aa4ebe | maximize customized functionalities | 1994-08-17 |
28a598d2-5e48-4965-bea8-5dfd4eb19b51 | unleash real-time communities | 1984-01-09 |
3a27f9b7-8a19-4147-9e04-3e4f6abebc76 | generate e-business architectures | 1976-03-09 |
027a29a6-2a31-4fb6-9c47-6561d0385c93 | repurpose bricks-and-clicks channels | 2010-09-19 |
c43a6639-bc09-4b18-a60e-35b9a09fe1cb | unleash rich metrics | 1988-11-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Manager | 61235.600 | 0 | 5 | 7 | 1 | 13 | 3 | 11.42 | 2.0 | Good | 71.52 | 30.412906 | No | 27.654600 | 68.868994 | High_spent_Large_value_payments | 630.573073 | Good | 401 |
40 | Media_Manager | 14208.865 | 3 | 4 | 4 | 0 | 14 | 3 | 4.65 | 3.0 | Good | 605.49 | 28.034715 | No | 0.000000 | 129.757855 | Low_spent_Small_value_payments | 296.749354 | Good | 389 |
47 | Mechanic | 98962.770 | 5 | 6 | 8 | 2 | 12 | 9 | 2.60 | 0.0 | Good | 599.54 | 42.850476 | No | 98.611473 | 126.572980 | High_spent_Large_value_payments | 819.305297 | Good | 0 |
44 | Doctor | 21450.720 | 2 | 5 | 10 | 3 | 6 | 8 | 9.41 | 1.0 | Good | 123.12 | 25.810014 | No | 31.296901 | 52.786996 | High_spent_Small_value_payments | 347.272103 | Standard | 401 |
26 | Lawyer | 24342.500 | 5 | 5 | 3 | 1 | 17 | 0 | 1.60 | 3.0 | Standard | 57.27 | 28.908727 | No | 18.669768 | 133.036489 | Low_spent_Medium_value_payments | 334.047909 | Poor | 337 |
54 | Scientist | 101910.750 | 1 | 4 | 1 | 2 | 3 | 0 | 8.62 | 7.0 | Good | 629.61 | 40.301797 | No | 86.635996 | 0.000000 | High_spent_Large_value_payments | 881.724688 | Good | 318 |
56 | Musician | 30678.730 | 8 | 4 | 11 | 3 | 13 | 11 | 1.84 | 3.0 | Standard | 1484.42 | 24.919502 | Yes | 69.337833 | 339.439831 | Low_spent_Small_value_payments | 142.778420 | Standard | 218 |
19 | Lawyer | 28608.650 | 4 | 7 | 12 | 1 | 2 | 8 | 11.68 | 4.0 | Good | 143.04 | 32.637900 | No | 23.008446 | 102.569764 | Low_spent_Small_value_payments | 413.427206 | Good | 205 |
35 | Engineer | 118845.760 | 0 | 7 | 10 | 0 | 0 | 10 | 9.38 | 6.0 | Good | 101.26 | 33.855552 | No | 0.000000 | 153.371398 | High_spent_Medium_value_payments | 1084.409936 | Good | 378 |
48 | Architect | 44190.300 | 7 | 6 | 18 | 2 | 5 | 14 | 8.74 | 7.0 | Standard | 476.56 | 38.017987 | No | 51.272853 | 124.586247 | Low_spent_Medium_value_payments | 473.693399 | Standard | 396 |
35 | Writer | 14243.265 | 1 | 1 | 7 | 1 | 7 | 0 | 5.06 | 6.0 | Good | 1008.32 | 24.200774 | No | 11.732091 | 18.271940 | High_spent_Large_value_payments | 340.389844 | Good | 317 |
19 | Developer | 10332.740 | 5 | 4 | 6 | 3 | 22 | 12 | 2.19 | 1.0 | Standard | 820.75 | 32.284010 | No | 13.482921 | 56.811591 | Low_spent_Small_value_payments | 280.511655 | Standard | 0 |
40 | Engineer | 17594.015 | 0 | 3 | 11 | 0 | 2 | 13 | 1.52 | 0.0 | Good | 576.75 | 24.967124 | No | 0.000000 | 89.990404 | Low_spent_Small_value_payments | 365.726387 | Good | 338 |
23 | Lawyer | 88752.260 | 5 | 6 | 3 | 1 | 6 | 0 | 5.02 | 3.0 | Good | 1180.26 | 27.101370 | No | 72.524443 | 279.801008 | High_spent_Medium_value_payments | 608.576715 | Standard | 219 |
32 | Entrepreneur | 118080.400 | 5 | 3 | 11 | 1 | 22 | 14 | 8.17 | 1.0 | Standard | 1201.75 | 36.248086 | Yes | 81.485861 | 405.864453 | Low_spent_Medium_value_payments | 782.553020 | Standard | 270 |
51 | Accountant | 44551.130 | 0 | 5 | 2 | 4 | 6 | 5 | 6.55 | 0.0 | Good | 945.42 | 40.143972 | NM | 127.759721 | 76.538039 | High_spent_Medium_value_payments | 399.661657 | Poor | 209 |
18 | Journalist | 35296.320 | 7 | 6 | 5 | 4 | 23 | 12 | 11.91 | 5.0 | Standard | 902.23 | 27.796121 | Yes | 59.165499 | 72.894643 | Low_spent_Large_value_payments | 431.875859 | Standard | 276 |
40 | Scientist | 15366.215 | 4 | 4 | 15 | 1 | 27 | 13 | 8.58 | 0.0 | Standard | 189.59 | 27.093484 | No | 9.091012 | 57.520149 | High_spent_Small_value_payments | 293.040630 | Standard | 354 |
36 | Entrepreneur | 17869.290 | 6 | 3 | 19 | 4 | 30 | 10 | 10.20 | 2.0 | Standard | 276.09 | 27.865485 | Yes | 42.042420 | 71.345736 | High_spent_Small_value_payments | 310.922594 | Standard | 329 |
14 | Media_Manager | 15629.225 | 5 | 7 | 15 | 3 | 15 | 16 | 15.21 | 6.0 | Standard | 40.87 | 32.590939 | Yes | 22.654336 | 90.192478 | Low_spent_Large_value_payments | 279.696727 | Standard | 0 |
29 | Teacher | 83332.880 | 4 | 6 | 20 | 0 | 19 | 16 | 11.60 | 4.0 | Standard | 292.99 | 38.587597 | Yes | 0.000000 | 258.996247 | High_spent_Medium_value_payments | 657.744420 | Standard | 237 |
29 | Lawyer | 8393.960 | 5 | 5 | 32 | 2 | 14 | 19 | 18.84 | 12.0 | Standard | 1402.78 | 30.712514 | Yes | 8.025108 | 18.253240 | High_spent_Small_value_payments | 311.771319 | Standard | 169 |
30 | Architect | 44616.700 | 4 | 6 | 6 | 3 | 13 | 20 | 5.53 | 1.0 | Standard | 252.07 | 23.661648 | Yes | 109.920548 | 0.000000 | High_spent_Medium_value_payments | 438.095707 | Standard | 375 |
49 | Manager | 21129.930 | 3 | 4 | 3 | 4 | 14 | 17 | 9.82 | 4.0 | Standard | 611.40 | 37.096140 | No | 39.594951 | 113.756489 | Low_spent_Large_value_payments | 300.731310 | Standard | 187 |
44 | Developer | 34872.340 | 5 | 4 | 6 | 2 | 25 | 15 | 4.70 | 1.0 | Standard | 1375.96 | 26.280772 | No | 32.563998 | 178.285253 | High_spent_Small_value_payments | 324.253582 | Standard | 364 |
34 | Journalist | 38542.220 | 3 | 4 | 5 | 4 | 15 | 14 | 7.94 | 7.0 | Standard | 674.21 | 31.377401 | Yes | 85.625797 | 167.224223 | Low_spent_Large_value_payments | 352.335147 | Standard | 381 |
44 | Accountant | 26683.750 | 7 | 5 | 16 | 1 | 28 | 10 | 10.85 | 2.0 | Standard | 1186.43 | 27.923717 | No | 21.993804 | 36.535968 | High_spent_Medium_value_payments | 413.934812 | Standard | 316 |
40 | Manager | 35824.650 | 7 | 4 | 15 | 3 | 16 | 18 | 10.68 | 6.0 | Standard | 754.02 | 25.769999 | NM | 58.797714 | 439.743176 | Low_spent_Small_value_payments | 118.597860 | Standard | 330 |
15 | Media_Manager | 7448.780 | 3 | 7 | 16 | 2 | 19 | 17 | 12.81 | 12.0 | Standard | 1362.72 | 32.428667 | Yes | 8.593567 | 14.511727 | High_spent_Large_value_payments | 296.467872 | Standard | 240 |
53 | Entrepreneur | 14475.140 | 8 | 3 | 13 | 4 | 27 | 11 | 3.80 | 4.0 | Standard | 609.66 | 36.387155 | Yes | 33.587273 | 90.277528 | Low_spent_Small_value_payments | 275.361366 | Standard | 0 |
23 | Writer | 28742.570 | 8 | 6 | 6 | 3 | 23 | 22 | 9.63 | 4.0 | Standard | 666.08 | 38.051170 | No | 47.964013 | 344.117987 | Low_spent_Small_value_payments | 153.839417 | Standard | 325 |
24 | Media_Manager | 127313.400 | 5 | 5 | 5 | 1 | 14 | 10 | 3.86 | 2.0 | Good | 1075.47 | 30.022752 | No | 101.118773 | 1298.855478 | Low_spent_Small_value_payments | 0.000000 | Good | 328 |
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