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ID | Описание | Дата |
---|---|---|
bb224707-aabf-493b-a241-2aec9d7a8679 | benchmark innovative e-business | 2013-02-01 |
8a41153d-9019-4bce-b9d8-5ed8eb82eb66 | redefine transparent partnerships | 1991-11-01 |
5c453701-fec0-4f07-9d31-861dc029c08f | synergize granular markets | 1972-09-04 |
77c29440-e049-4215-abf8-430beae7f3b0 | redefine cutting-edge systems | 2001-02-26 |
5d1ece5b-f723-45d2-8a50-18259a38df8a | innovate enterprise functionalities | 2006-04-30 |
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 | Media_Manager | 12909.895 | 5 | 5 | 13 | 0 | 22 | 14 | 7.58 | 1.0 | Standard | 602.50 | 38.339488 | No | 0.000000 | 67.161720 | Low_spent_Small_value_payments | 308.220738 | Standard | 206 |
38 | Doctor | 20193.590 | 3 | 3 | 8 | 5 | 21 | 12 | 11.42 | 6.0 | Standard | 1109.22 | 32.241726 | Yes | 68.090540 | 90.483063 | Low_spent_Small_value_payments | 271.506314 | Standard | 149 |
24 | Doctor | 47178.460 | 6 | 5 | 18 | 0 | 27 | 8 | 7.09 | 6.0 | Standard | 112.54 | 38.256948 | No | 0.000000 | 239.267464 | High_spent_Small_value_payments | 433.386370 | Standard | 359 |
50 | Developer | 19199.490 | 3 | 1 | 4 | 2 | 7 | 7 | 4.11 | 3.0 | Good | 399.44 | 34.137820 | No | 31.855220 | 60.919732 | High_spent_Medium_value_payments | 322.220798 | Standard | 317 |
27 | Lawyer | 32424.340 | 3 | 5 | 5 | 0 | 9 | 17 | 10.46 | 3.0 | Standard | 159.90 | 28.130094 | Yes | 0.000000 | 193.719283 | Low_spent_Small_value_payments | 352.383550 | Standard | 219 |
40 | Accountant | 51884.960 | 6 | 4 | 10 | 0 | 15 | 18 | 8.98 | 5.0 | Standard | 811.42 | 25.862048 | Yes | 0.000000 | 292.026706 | Low_spent_Medium_value_payments | 437.047960 | Standard | 196 |
38 | Media_Manager | 31153.480 | 2 | 5 | 9 | 3 | 19 | 8 | 7.96 | 5.0 | Good | 737.93 | 30.289741 | No | 68.461289 | 121.600508 | Low_spent_Large_value_payments | 334.250536 | Good | 223 |
25 | Scientist | 20235.800 | 8 | 7 | 7 | 2 | 16 | 12 | 4.74 | 6.0 | Standard | 856.73 | 32.624214 | No | 28.317033 | 44.701661 | High_spent_Small_value_payments | 356.912973 | Standard | 226 |
32 | Architect | 131990.840 | 5 | 4 | 8 | 0 | 30 | 13 | 10.07 | 0.0 | Standard | 647.15 | 25.220951 | NM | 0.000000 | 1473.937646 | Low_spent_Small_value_payments | 0.000000 | Standard | 263 |
56 | Doctor | 12151.750 | 5 | 3 | 10 | 1 | 19 | 14 | 1.79 | 2.0 | Standard | 1011.03 | 32.469680 | No | 7.249926 | 0.000000 | High_spent_Small_value_payments | 345.531122 | Standard | 278 |
35 | Engineer | 101641.140 | 5 | 3 | 13 | 3 | 27 | 19 | 19.97 | 9.0 | Standard | 631.40 | 39.580148 | Yes | 171.938473 | 479.202327 | Low_spent_Medium_value_payments | 457.168700 | Standard | 160 |
42 | Manager | 19331.530 | 6 | 7 | 27 | 2 | 44 | 17 | 15.47 | 8.0 | Standard | 1268.03 | 27.797528 | Yes | 21.282609 | 0.000000 | Low_spent_Small_value_payments | 223.050262 | Poor | 100 |
18 | Teacher | 17774.320 | 0 | 4 | 6 | 3 | 11 | 1 | 1.19 | 1.0 | Good | 1026.70 | 40.969816 | No | 40.296857 | 107.217484 | Low_spent_Small_value_payments | 263.004992 | Standard | 307 |
31 | Lawyer | 119113.710 | 4 | 7 | 4 | 2 | 11 | 0 | 5.85 | 0.0 | Good | 645.24 | 27.901622 | No | 139.799197 | 831.538050 | Low_spent_Medium_value_payments | 278.077004 | Good | 309 |
32 | Architect | 16276.325 | 5 | 5 | 11 | 1 | 10 | 0 | 4.47 | 5.0 | Good | 711.80 | 38.699038 | No | 12.576185 | 31.028194 | Low_spent_Large_value_payments | 347.431663 | Poor | 393 |
26 | Scientist | 40255.560 | 6 | 3 | 20 | 0 | 24 | 13 | 14.38 | 5.0 | Standard | 1001.61 | 27.854723 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 479.362461 | Standard | 335 |
29 | Doctor | 19823.565 | 1 | 3 | 6 | 3 | 14 | 12 | 1.00 | 4.0 | Good | 1408.66 | 36.861521 | No | 35.576310 | 83.671145 | High_spent_Small_value_payments | 319.048921 | Standard | 358 |
34 | Lawyer | 80661.320 | 5 | 4 | 30 | 4 | 8 | 16 | 9.58 | 5.0 | Standard | 1482.15 | 30.181551 | Yes | 135.562474 | 542.227803 | Low_spent_Large_value_payments | 247.387390 | Poor | 89 |
20 | Developer | 64341.360 | 2 | 3 | 1 | 0 | 0 | 5 | 8.60 | 5.0 | Good | 642.93 | 36.547074 | No | 0.000000 | 194.518360 | High_spent_Medium_value_payments | 617.659640 | Standard | 368 |
38 | Entrepreneur | 36140.120 | 7 | 4 | 17 | 5 | 26 | 22 | 16.76 | 8.0 | Standard | 1450.70 | 40.252435 | Yes | 113.188414 | 22.643257 | High_spent_Large_value_payments | 420.935996 | Poor | 153 |
22 | Scientist | 73665.330 | 8 | 4 | 6 | 1 | 18 | 0 | 8.69 | 6.0 | Standard | 794.92 | 41.318329 | NM | 41.348641 | 192.030654 | Low_spent_Medium_value_payments | 654.698455 | Standard | 229 |
25 | Accountant | 33718.860 | 3 | 3 | 3 | 4 | 9 | 5 | 6.01 | 4.0 | Good | 872.26 | 38.992488 | No | 96.944932 | 59.281171 | High_spent_Large_value_payments | 376.664396 | Good | 0 |
37 | Lawyer | 35142.570 | 3 | 7 | 18 | 4 | 10 | 14 | 8.64 | 5.0 | Standard | 951.46 | 36.799050 | Yes | 90.901785 | 212.459367 | High_spent_Small_value_payments | 264.093598 | Standard | 192 |
35 | Entrepreneur | 55563.400 | 9 | 8 | 5 | 0 | 7 | 18 | 0.81 | 0.0 | Good | 1390.92 | 27.261290 | No | 0.000000 | 97.399601 | High_spent_Large_value_payments | 597.628733 | Good | 315 |
39 | Media_Manager | 115645.650 | 5 | 8 | 10 | 1 | 10 | 5 | 10.25 | 2.0 | Good | 66.47 | 35.847455 | NM | 70.958055 | 382.867627 | High_spent_Medium_value_payments | 739.588067 | Standard | 278 |
53 | Accountant | 24041.970 | 6 | 7 | 17 | 1 | 22 | 18 | 13.03 | 5.0 | Standard | 655.52 | 38.581678 | Yes | 18.437737 | 54.539550 | High_spent_Medium_value_payments | 404.672464 | Standard | 320 |
34 | Doctor | 88606.920 | 5 | 5 | 9 | 1 | 20 | 9 | 0.00 | 0.0 | Standard | 518.87 | 30.955413 | No | 61.241075 | 353.263487 | High_spent_Small_value_payments | 597.286438 | Standard | 329 |
40 | Architect | 17663.535 | 0 | 3 | 3 | 1 | 1 | 9 | 4.39 | 1.0 | Good | 1327.57 | 32.481904 | No | 10.629230 | 20.872975 | High_spent_Large_value_payments | 385.293920 | Good | 216 |
20 | Architect | 34977.920 | 6 | 4 | 3 | 4 | 5 | 14 | 4.29 | 4.0 | Good | 992.64 | 24.483871 | NM | 95.274601 | 174.578740 | High_spent_Small_value_payments | 257.229325 | Good | 213 |
30 | Accountant | 121151.400 | 3 | 4 | 1 | 2 | 13 | 7 | 11.84 | 2.0 | Good | 42.69 | 30.070503 | No | 101.404872 | 224.688491 | High_spent_Large_value_payments | 937.901637 | Good | 0 |
41 | Doctor | 19627.140 | 4 | 7 | 11 | 7 | 19 | 16 | 7.83 | 5.0 | Standard | 402.54 | 30.326029 | Yes | 87.233399 | 59.992179 | Low_spent_Large_value_payments | 309.933922 | Standard | 156 |
18 | Scientist | 25122.470 | 4 | 4 | 16 | 4 | 9 | 0 | 13.68 | 7.0 | Standard | 1247.63 | 33.680307 | Yes | 62.484556 | 186.195580 | Low_spent_Small_value_payments | 227.373781 | Standard | 349 |
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