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ID | Описание | Дата |
---|---|---|
1d69bd8d-1d5f-48e3-a4f7-77aef950e88f | grow cutting-edge methodologies | 2013-07-11 |
e281446c-8261-41bc-9ea9-439d480a1102 | empower clicks-and-mortar users | 2018-04-08 |
2f1a40cb-c691-45e9-9efd-fb9a08c0496c | disintermediate global paradigms | 1995-07-29 |
981b181c-6989-48ef-a703-e1cde2cde22d | embrace cross-platform experiences | 1980-08-12 |
fd9eb0d7-9288-4ef5-8646-b22a348164d9 | iterate compelling synergies | 2017-12-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Engineer | 88640.240 | 3 | 6 | 1 | 2 | 4 | 0 | 3.51 | 3.0 | Good | 950.36 | 34.670194 | No | 135.173371 | 298.188911 | High_spent_Medium_value_payments | 543.306384 | Standard | 307 |
38 | Entrepreneur | 115800.540 | 4 | 4 | 9 | 1 | 2 | 2 | 11.90 | 2.0 | Good | 194.96 | 38.656203 | No | 81.742036 | 615.008090 | Low_spent_Medium_value_payments | 569.254374 | Poor | 0 |
34 | Writer | 48212.800 | 7 | 7 | 18 | 4 | 10 | 16 | 8.49 | 1.0 | Standard | 1197.02 | 26.987908 | Yes | 109.736380 | 72.057274 | High_spent_Small_value_payments | 465.979679 | Standard | 211 |
52 | Mechanic | 38694.660 | 2 | 3 | 2 | 3 | 3 | 13 | 1.72 | 2.0 | Good | 711.09 | 23.519576 | NM | 70.479478 | 313.188481 | Low_spent_Medium_value_payments | 204.387541 | Good | 391 |
37 | Teacher | 86775.400 | 4 | 7 | 7 | 1 | 22 | 20 | 11.49 | 3.0 | Standard | 1421.81 | 39.069160 | No | 43.083752 | 345.224021 | High_spent_Small_value_payments | 583.320560 | Standard | 313 |
49 | Developer | 27525.020 | 6 | 6 | 6 | 0 | 24 | 19 | 17.92 | 2.0 | Standard | 999.12 | 27.331822 | Yes | 0.000000 | 92.018879 | High_spent_Medium_value_payments | 381.956287 | Standard | 284 |
26 | Musician | 25610.670 | 3 | 4 | 19 | 2 | 9 | 15 | 2.24 | 1.0 | Standard | 46.58 | 38.064890 | No | 24.799709 | 87.638733 | High_spent_Small_value_payments | 366.583808 | Standard | 298 |
39 | Doctor | 60575.700 | 4 | 7 | 15 | 3 | 21 | 16 | 9.27 | 4.0 | Standard | 832.55 | 37.582036 | No | 135.037723 | 371.537770 | Low_spent_Large_value_payments | 242.922007 | Standard | 358 |
47 | Accountant | 39296.500 | 4 | 0 | 1 | 4 | 4 | 9 | 12.65 | 3.0 | Good | 187.21 | 35.266602 | No | 124.948667 | 165.320184 | High_spent_Small_value_payments | 295.901982 | Good | 332 |
42 | Mechanic | 14424.970 | 7 | 3 | 11 | 4 | 15 | 15 | 18.59 | 6.0 | Standard | 808.32 | 23.930649 | Yes | 43.792553 | 66.891831 | Low_spent_Large_value_payments | 307.523699 | Standard | 185 |
46 | Accountant | 29814.970 | 4 | 3 | 17 | 1 | 25 | 17 | 7.09 | 1.0 | Standard | 27.63 | 39.924115 | No | 14.345323 | 26.332681 | High_spent_Large_value_payments | 472.480079 | Standard | 393 |
25 | Entrepreneur | 26104.480 | 4 | 4 | 14 | 7 | 11 | 14 | 10.51 | 9.0 | Standard | 377.32 | 32.390542 | Yes | 87.219950 | 56.741217 | Low_spent_Large_value_payments | 325.576165 | Standard | 79 |
24 | Accountant | 104177.610 | 3 | 6 | 1 | 2 | 8 | 1 | 4.22 | 3.0 | Good | 581.83 | 37.201490 | No | 141.696146 | 546.637264 | Low_spent_Medium_value_payments | 458.813340 | Poor | 293 |
44 | Doctor | 30231.090 | 3 | 6 | 3 | 3 | 5 | 1 | 3.09 | 2.0 | Good | 1263.11 | 39.926331 | No | 55.943907 | 116.072203 | High_spent_Small_value_payments | 349.009640 | Standard | 402 |
52 | Entrepreneur | 21568.280 | 3 | 6 | 9 | 0 | 23 | 19 | 0.00 | 2.0 | Standard | 1039.53 | 35.365230 | No | 0.000000 | 127.697900 | Low_spent_Small_value_payments | 322.937767 | Standard | 228 |
22 | Writer | 11980.385 | 5 | 3 | 18 | 3 | 26 | 17 | 17.40 | 7.0 | Standard | 29.81 | 32.687937 | Yes | 26.265887 | 128.867375 | Low_spent_Small_value_payments | 237.903279 | Standard | 381 |
26 | Musician | 44820.080 | 7 | 5 | 15 | 1 | 26 | 11 | 10.39 | 4.0 | Standard | 361.47 | 32.604783 | Yes | 21.581331 | 202.859709 | Low_spent_Large_value_payments | 435.359627 | Standard | 242 |
54 | Architect | 23667.290 | 7 | 6 | 8 | 3 | 28 | 15 | 0.00 | 3.0 | Standard | 1202.43 | 31.029999 | Yes | 53.023140 | 29.823439 | High_spent_Medium_value_payments | 375.380838 | Good | 241 |
22 | Architect | 23767.590 | 8 | 7 | 7 | 4 | 26 | 17 | 9.15 | 7.0 | Standard | 140.57 | 27.964117 | Yes | 46.799289 | 69.676335 | High_spent_Small_value_payments | 347.987626 | Standard | 234 |
22 | Journalist | 21467.560 | 4 | 5 | 19 | 0 | 15 | 18 | 20.50 | 5.0 | Standard | 730.35 | 31.228837 | Yes | 0.000000 | 40.006925 | High_spent_Medium_value_payments | 402.389408 | Standard | 362 |
41 | Doctor | 24446.050 | 4 | 7 | 20 | 1 | 22 | 10 | 4.64 | 9.0 | Standard | 760.95 | 27.328041 | Yes | 142.244785 | 26.008788 | High_spent_Large_value_payments | 379.809781 | Standard | 234 |
20 | Teacher | 42321.500 | 4 | 4 | 9 | 0 | 6 | 5 | 8.43 | 4.0 | Good | 688.61 | 29.132822 | No | 0.000000 | 254.479929 | Low_spent_Medium_value_payments | 360.099238 | Good | 357 |
27 | Teacher | 137625.040 | 4 | 4 | 6 | 0 | 14 | 9 | 10.24 | 4.0 | Good | 670.43 | 40.148572 | NM | 0.000000 | 237.691962 | High_spent_Large_value_payments | 1175.483372 | Good | 244 |
41 | Architect | 100127.820 | 4 | 7 | 20 | 2 | 18 | 11 | 0.51 | 4.0 | Standard | 520.84 | 43.301367 | No | 85.099120 | 185.682992 | High_spent_Medium_value_payments | 807.016388 | Standard | 188 |
54 | Mechanic | 34963.820 | 6 | 5 | 10 | 4 | 25 | 15 | 9.56 | 3.0 | Standard | 879.49 | 21.796112 | Yes | 108.796083 | 386.940590 | Low_spent_Small_value_payments | 113.828494 | Standard | 281 |
31 | Accountant | 65454.360 | 4 | 5 | 14 | 3 | 8 | 17 | 9.17 | 8.0 | Standard | 449.97 | 38.473170 | NM | 130.928479 | 116.241334 | High_spent_Medium_value_payments | 542.883187 | Standard | 297 |
44 | Media_Manager | 8177.410 | 7 | 10 | 22 | 7 | 14 | 19 | 17.02 | 7.0 | Standard | 1370.66 | 36.233543 | Yes | 47.561492 | 66.931697 | Low_spent_Medium_value_payments | 245.851894 | Poor | 212 |
37 | Lawyer | 28058.380 | 3 | 1 | 12 | 2 | 9 | 5 | 7.49 | 2.0 | Good | 240.25 | 32.579537 | No | 23.542879 | 338.483917 | Low_spent_Small_value_payments | 188.093037 | Good | 278 |
35 | Engineer | 49329.780 | 6 | 5 | 20 | 1 | 12 | 14 | 0.00 | 3.0 | Standard | 1022.77 | 30.333762 | NM | 25.742072 | 210.410063 | Low_spent_Large_value_payments | 454.929365 | Standard | 0 |
55 | Lawyer | 17168.925 | 4 | 4 | 4 | 2 | 11 | 9 | 8.25 | 8.0 | Good | 708.27 | 23.817387 | No | 16.369622 | 0.000000 | Low_spent_Small_value_payments | 313.495005 | Good | 229 |
25 | Accountant | 99980.360 | 7 | 4 | 6 | 1 | 16 | 7 | 7.75 | 1.0 | Standard | 637.00 | 33.514510 | No | 62.132557 | 586.119372 | Low_spent_Medium_value_payments | 435.017738 | Standard | 203 |
27 | Engineer | 99469.740 | 7 | 5 | 13 | 1 | 18 | 11 | 12.67 | 4.0 | Standard | 30.10 | 33.638575 | Yes | 60.014342 | 336.261003 | High_spent_Small_value_payments | 671.039155 | Standard | 315 |
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