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ID | Описание | Дата |
---|---|---|
e5075da5-b70a-4d9a-beb6-e3a091ab7615 | facilitate seamless e-markets | 1971-04-23 |
0df22bf2-adb7-4bb3-af24-a90fa977d9c2 | enable virtual schemas | 1995-07-19 |
5d6c930e-bc35-495a-8b7a-2a83813b1097 | transform open-source technologies | 1989-08-09 |
73e4e127-092b-40c2-a097-01becb1fd3cf | seize distributed channels | 2016-07-25 |
5bac806e-95a7-4095-ab3b-1a08a8b24672 | envisioneer value-added schemas | 1977-06-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Accountant | 37071.200 | 1 | 6 | 6 | 4 | 14 | 5 | 11.56 | 3.0 | Good | 869.99 | 32.250821 | No | 74.690271 | 68.032161 | High_spent_Large_value_payments | 397.904234 | Good | 225 |
35 | Architect | 39944.670 | 4 | 3 | 7 | 1 | 0 | 2 | 8.34 | 1.0 | Good | 364.95 | 34.327669 | No | 22.377777 | 0.000000 | High_spent_Large_value_payments | 471.134663 | Good | 189 |
21 | Writer | 49178.480 | 8 | 4 | 9 | 4 | 19 | 17 | 17.98 | 1.0 | Standard | 1484.58 | 32.979561 | Yes | 116.019449 | 62.649918 | High_spent_Medium_value_payments | 468.551300 | Standard | 317 |
46 | Entrepreneur | 62719.360 | 1 | 7 | 1 | 2 | 8 | 3 | 5.15 | 5.0 | Good | 73.80 | 26.641500 | No | 58.315638 | 357.393930 | Low_spent_Medium_value_payments | 395.851765 | Good | 362 |
45 | Manager | 17770.795 | 7 | 7 | 6 | 4 | 27 | 18 | 11.04 | 0.0 | Standard | 429.74 | 34.616839 | Yes | 35.831611 | 142.551819 | Low_spent_Small_value_payments | 256.406528 | Standard | 242 |
54 | Media_Manager | 19206.195 | 5 | 4 | 7 | 1 | 16 | 2 | 6.36 | 6.0 | Good | 291.71 | 23.658298 | No | 12.875831 | 176.570842 | Low_spent_Small_value_payments | 244.404952 | Poor | 290 |
21 | Scientist | 32493.040 | 3 | 7 | 11 | 4 | 8 | 12 | 6.71 | 4.0 | Good | 412.23 | 34.524611 | No | 65.756480 | 41.945498 | High_spent_Large_value_payments | 382.673355 | Good | 331 |
26 | Media_Manager | 42277.830 | 8 | 4 | 14 | 2 | 8 | 7 | 12.59 | 6.0 | Standard | 1469.21 | 31.207457 | NM | 59.411604 | 51.793998 | High_spent_Large_value_payments | 501.209648 | Standard | 239 |
49 | Engineer | 25498.210 | 4 | 3 | 12 | 1 | 15 | 10 | 10.85 | 3.0 | Good | 573.77 | 23.959176 | No | 19.443722 | 95.704855 | Low_spent_Medium_value_payments | 347.736506 | Poor | 358 |
19 | Mechanic | 20232.110 | 5 | 3 | 6 | 5 | 9 | 19 | 15.86 | 7.0 | Standard | 1104.60 | 24.755657 | Yes | 48.657766 | 78.317209 | Low_spent_Medium_value_payments | 344.825942 | Standard | 111 |
24 | Accountant | 23363.330 | 5 | 3 | 19 | 2 | 5 | 14 | 8.38 | 2.0 | Standard | 1105.47 | 29.216756 | NM | 38.085154 | 101.036720 | High_spent_Small_value_payments | 322.772543 | Standard | 393 |
15 | Mechanic | 143703.400 | 8 | 3 | 6 | 2 | 27 | 15 | 10.53 | 6.0 | Standard | 418.85 | 42.265634 | Yes | 168.705505 | 348.867772 | High_spent_Medium_value_payments | 942.355056 | Good | 382 |
21 | Journalist | 15961.545 | 5 | 2 | 11 | 2 | 3 | 6 | 2.88 | 0.0 | Good | 26.42 | 34.278180 | NM | 21.248508 | 169.943642 | Low_spent_Small_value_payments | 225.720725 | Good | 248 |
49 | Manager | 41617.680 | 2 | 5 | 2 | 4 | 3 | 12 | 2.49 | 1.0 | Good | 201.05 | 24.685477 | No | 94.461442 | 342.321904 | Low_spent_Medium_value_payments | 178.230654 | Standard | 358 |
21 | Scientist | 71507.360 | 8 | 6 | 20 | 1 | 23 | 13 | 18.05 | 8.0 | Standard | 1223.00 | 26.965809 | Yes | 50.181377 | 118.028697 | High_spent_Large_value_payments | 679.084592 | Standard | 191 |
31 | Engineer | 15330.305 | 4 | 5 | 5 | 4 | 15 | 19 | 9.03 | 4.0 | Good | 672.49 | 37.008636 | No | 46.388945 | 139.367430 | Low_spent_Small_value_payments | 217.796167 | Good | 214 |
54 | Media_Manager | 33235.400 | 6 | 5 | 17 | 0 | 28 | 16 | 3.35 | 5.0 | Standard | 1056.33 | 36.489151 | No | 0.000000 | 81.455806 | High_spent_Medium_value_payments | 419.605861 | Good | 230 |
29 | Developer | 41810.590 | 0 | 5 | 5 | 3 | 13 | 5 | 0.62 | 4.0 | Good | 697.26 | 27.566385 | NM | 70.797236 | 0.000000 | High_spent_Small_value_payments | 452.782522 | Good | 267 |
38 | Lawyer | 18102.960 | 5 | 5 | 18 | 5 | 6 | 8 | 11.79 | 8.0 | Standard | 99.73 | 25.356509 | Yes | 50.810932 | 41.941223 | Low_spent_Medium_value_payments | 320.505846 | Standard | 115 |
41 | Lawyer | 10318159.000 | 5 | 5 | 22 | 6 | 19 | 22 | 8.84 | 11.0 | Standard | 1355.48 | 27.179207 | NM | 25.238688 | 14.651142 | Low_spent_Small_value_payments | 283.353294 | Poor | 199 |
44 | Scientist | 29951.570 | 8 | 6 | 20 | 0 | 18 | 16 | 6.44 | 7.0 | Standard | 704.02 | 32.536658 | Yes | 0.000000 | 27.331309 | High_spent_Medium_value_payments | 448.165107 | Standard | 226 |
34 | Developer | 105596.280 | 7 | 7 | 19 | 1 | 7 | 17 | 7.17 | 3.0 | Standard | 459.52 | 35.901590 | No | 46.549257 | 216.637434 | High_spent_Medium_value_payments | 843.382310 | Standard | 259 |
25 | Writer | 30912.380 | 3 | 1 | 7 | 1 | 2 | 4 | 11.49 | 0.0 | Good | 912.63 | 29.159428 | No | 14.285835 | 34.935853 | High_spent_Medium_value_payments | 462.081479 | Good | 255 |
39 | Developer | 58380.600 | 7 | 5 | 27 | 4 | 58 | 19 | 14.94 | 12.0 | Standard | 1494.92 | 37.286390 | NM | 160.051967 | 0.000000 | High_spent_Small_value_payments | 315.268666 | Poor | 113 |
26 | Doctor | 80673.300 | 7 | 4 | 7 | 4 | 16 | 14 | 13.17 | 4.0 | Standard | 326.98 | 31.084626 | Yes | 176.278910 | 255.781598 | Low_spent_Medium_value_payments | 530.216992 | Standard | 145 |
33 | Manager | 89992.980 | 8 | 4 | 15 | 0 | 17 | 10 | 7.16 | 1.0 | Standard | 739.86 | 38.927653 | Yes | 0.000000 | 81.979302 | High_spent_Large_value_payments | 923.962198 | Standard | 358 |
27 | Mechanic | 106108.530 | 4 | 3 | 14 | 3 | 28 | 20 | 6.98 | 9.0 | Standard | 514.34 | 42.298421 | No | 157.741040 | 186.927729 | High_spent_Medium_value_payments | 773.968982 | Standard | 224 |
45 | Developer | 27292.500 | 5 | 6 | 8 | 4 | 28 | 19 | 18.56 | 4.0 | Standard | 1434.18 | 39.505096 | Yes | 85.043877 | 24.630426 | High_spent_Medium_value_payments | 365.763197 | Standard | 74 |
18 | Architect | 77380.480 | 5 | 2 | 8 | 0 | 4 | 0 | 2.20 | 1.0 | Good | 486.34 | 26.019981 | No | 0.000000 | 585.742106 | Low_spent_Medium_value_payments | 356.095227 | Good | 239 |
23 | Scientist | 15160.610 | 3 | 3 | 7 | 4 | 14 | 3 | 5.89 | 4.0 | Good | 1168.42 | 34.097664 | No | 37.424320 | 81.318363 | High_spent_Small_value_payments | 274.795734 | Poor | 381 |
16 | Writer | 16059.880 | 7 | 3 | 5 | 4 | 24 | 18 | 17.62 | 4.0 | Standard | 1402.44 | 35.098485 | Yes | 49.589042 | 119.088404 | Low_spent_Small_value_payments | 264.954887 | Standard | 178 |
26 | Writer | 121274.240 | 2 | 7 | 10 | 2 | 7 | 10 | 8.22 | 6.0 | Good | 844.60 | 27.473091 | No | 167.431072 | 116.805095 | High_spent_Large_value_payments | 944.482500 | Standard | 328 |
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