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ID | Описание | Дата |
---|---|---|
3fc983ac-25ed-4bef-80e3-f89bfdf98fce | engineer turn-key synergies | 2018-10-14 |
6d657f1c-05ea-4bd9-9785-7b71511ebec1 | envisioneer back-end applications | 1976-05-17 |
0c404907-9833-4830-bd63-df8a3d87f810 | harness bleeding-edge e-markets | 1971-11-10 |
889d06f7-168a-43df-a8ed-466f5aba79a3 | enhance innovative technologies | 2020-06-06 |
504a0bad-ed8d-4519-85bc-bcaccdb6e700 | redefine integrated systems | 1971-10-01 |
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 | 2 | 3.51 | 3.0 | Good | 950.36 | 31.828536 | No | 135.173371 | 0.000000 | Low_spent_Small_value_payments | 86.636120 | Standard | 308 |
38 | Entrepreneur | 115800.540 | 4 | 4 | 9 | 1 | 1 | 2 | 11.90 | 2.0 | Good | 194.96 | 40.830662 | No | 81.742036 | 144.129358 | High_spent_Medium_value_payments | 1010.133106 | Poor | 303 |
34 | Writer | 48212.800 | 7 | 7 | 18 | 4 | 10 | 19 | 15.49 | 1.0 | Standard | 1197.02 | 25.512938 | Yes | 109.736380 | 52.932312 | High_spent_Large_value_payments | 465.104642 | Standard | 0 |
52 | Mechanic | 38694.660 | 2 | 3 | 2 | 3 | 3 | 11 | 1.72 | 2.0 | Good | 711.09 | 28.257173 | NM | 70.479478 | 132.078894 | Low_spent_Large_value_payments | 375.497128 | Good | 0 |
37 | Teacher | 86775.400 | 4 | 7 | 7 | 1 | 19 | 20 | 11.49 | 3.0 | Standard | 1421.81 | 33.982674 | No | 43.083752 | 588.909788 | Low_spent_Medium_value_payments | 359.634793 | Standard | 314 |
27 | Musician | 32763.680 | 7 | 7 | 5 | 4 | 16 | 16 | 16.30 | 8.0 | Standard | 574.82 | 37.578870 | NM | 99.190114 | 0.000000 | High_spent_Small_value_payments | 259.679466 | Standard | 220 |
47 | Accountant | 16609.095 | 2 | 3 | 4 | 3 | 12 | 0 | 8.81 | 0.0 | Good | 864.00 | 35.045338 | No | 22.411006 | 154.268614 | Low_spent_Medium_value_payments | 252.129505 | Good | 272 |
40 | Doctor | 60575.700 | 4 | 7 | 15 | 3 | 25 | 16 | 9.27 | 4.0 | Standard | 832.55 | 30.876293 | No | 135.037723 | 122.846208 | High_spent_Small_value_payments | 481.613569 | Standard | 359 |
30 | Entrepreneur | 16472.090 | 4 | 3 | 6 | 0 | 13 | 7 | 0.40 | 4.0 | Good | 727.41 | 36.237179 | NM | 0.000000 | 168.577906 | Low_spent_Small_value_payments | 277.789510 | Good | 385 |
42 | Mechanic | 14424.970 | 7 | 3 | 11 | 4 | 15 | 13 | 18.59 | 9.0 | Standard | 808.32 | 25.277686 | Yes | 43.792553 | 111.709407 | Low_spent_Large_value_payments | 262.706123 | Standard | 188 |
47 | Accountant | 29814.970 | 4 | 3 | 17 | 1 | 25 | 0 | 7.09 | 4.0 | Standard | 27.63 | 28.445629 | NM | 14.345323 | 234.754460 | Low_spent_Large_value_payments | 294.058300 | Good | 397 |
46 | Lawyer | 112423.800 | 1 | 3 | 4 | 3 | 5 | 11 | 5.04 | 0.0 | Good | 655.91 | 41.335733 | No | 158.475366 | 163.136129 | High_spent_Large_value_payments | 866.953505 | Standard | 321 |
24 | Accountant | 104177.610 | 3 | 6 | 1 | 2 | 8 | 4134 | 7.22 | 3.0 | Good | 581.83 | 39.936837 | No | 141.696146 | 124.253403 | High_spent_Large_value_payments | 841.197201 | Poor | 294 |
44 | Doctor | 30231.090 | 3 | 6 | 3 | 3 | 1 | 1 | 4.09 | 2.0 | Good | 1263.11 | 38.109592 | No | 55.943907 | 65.314439 | High_spent_Large_value_payments | 379.767404 | Standard | 404 |
52 | Entrepreneur | 21568.280 | 3 | 6 | 9 | 0 | 23 | 17 | 2.26 | 2.0 | Standard | 1039.53 | 29.728881 | No | 0.000000 | 138.398172 | Low_spent_Small_value_payments | 312.237495 | Standard | 229 |
22 | Writer | 11980.385 | 5 | 3 | 18 | 3 | 25 | 18 | 18.40 | 10.0 | Standard | 29.81 | 27.270963 | Yes | 26.265887 | 79.314147 | Low_spent_Medium_value_payments | 277.456507 | Standard | 0 |
26 | Musician | 44820.080 | 7 | 5 | 15 | 1 | 24 | 9 | 11.39 | 6.0 | Standard | 361.47 | 29.812064 | Yes | 21.581331 | 0.000000 | High_spent_Small_value_payments | 528.001308 | Standard | 245 |
42 | Doctor | 40290.470 | 5 | 5 | 5 | 4 | 12 | 0 | 3.93 | 3.0 | Good | 337.75 | 24.606464 | No | 74.087584 | 430.759285 | Low_spent_Small_value_payments | 146.907048 | Poor | 249 |
23 | Architect | 23767.590 | 8 | 7 | 7 | 4 | 26 | 17 | 9.15 | 10.0 | Standard | 140.57 | 25.731270 | Yes | 46.799289 | 44.624299 | High_spent_Medium_value_payments | 363.039662 | Standard | 239 |
22 | Journalist | 21467.560 | 4 | 5 | 19 | 0 | 19 | 17 | 17.50 | 5.0 | Standard | 730.35 | 31.067593 | Yes | 0.000000 | 76.206609 | High_spent_Small_value_payments | 376.189724 | Standard | 365 |
32 | Journalist | 30560.730 | 5 | 4 | 3 | 4 | 13 | 2 | 3.64 | 2.0 | Good | 1354.32 | 30.205225 | NM | 73.513154 | 134.887997 | Low_spent_Small_value_payments | 350.871599 | Good | 301 |
20 | Teacher | 42321.500 | 4 | 4 | 9 | 0 | 6 | 0 | 2.43 | 6.0 | Good | 688.61 | 35.745901 | No | 0.000000 | 175.262221 | Low_spent_Small_value_payments | 449.316946 | Good | 359 |
27 | Teacher | 137625.040 | 4 | 4 | 6 | 0 | 14 | 9 | 10.24 | 4.0 | Good | 670.43 | 31.596507 | No | 0.000000 | 979.321949 | Low_spent_Medium_value_payments | 473.853384 | Good | 245 |
41 | Architect | 100127.820 | 4 | 7 | 20 | 2 | 18 | 11 | 0.51 | 4.0 | Standard | 520.84 | 37.256124 | No | 85.099120 | 179.661060 | High_spent_Medium_value_payments | 813.038319 | Standard | 189 |
29 | Writer | 32506.420 | 7 | 7 | 7 | 0 | 13 | 16 | 1.35 | 3.0 | Standard | 683.60 | 27.472731 | Yes | 0.000000 | 267.412275 | Low_spent_Large_value_payments | 297.474559 | Standard | 228 |
31 | Accountant | 65454.360 | 4 | 5 | 14 | 3 | 8 | 17 | 7.17 | 8.0 | Standard | 449.97 | 31.795201 | Yes | 130.928479 | 0.000000 | Low_spent_Medium_value_payments | 485.460018 | Standard | 298 |
47 | Engineer | 58853.460 | 5 | 4 | 8 | 4 | 12 | 19 | 10.91 | 4.0 | Good | 143.61 | 26.879115 | NM | 111.759110 | 471.344482 | Low_spent_Small_value_payments | 195.841908 | Good | 220 |
37 | Lawyer | 28058.380 | 3 | 1 | 12 | 2 | 5 | 2 | 7.49 | 2.0 | Good | 240.25 | 30.880792 | NM | 23.542879 | 91.812991 | High_spent_Medium_value_payments | 394.763963 | Good | 280 |
35 | Engineer | 49329.780 | 6 | 5 | 20 | 1 | 12 | 12 | 7.40 | 3.0 | Standard | 1022.77 | 34.479339 | Yes | 25.742072 | 441.988736 | Low_spent_Small_value_payments | 243.350692 | Standard | 374 |
14 | Manager | 23646.080 | 4 | 3 | 14 | 6 | 16 | 0 | 12.51 | 4.0 | Standard | 1388.59 | 35.945808 | Yes | 108.835292 | 236.176247 | Low_spent_Small_value_payments | 120.239127 | Standard | 158 |
25 | Accountant | 99980.360 | 7 | 4 | 6 | 1 | 19 | 10 | 7.75 | 5.0 | Standard | 637.00 | 38.054842 | No | 62.132557 | 74.565379 | High_spent_Large_value_payments | 906.571731 | Standard | 205 |
54 | Accountant | 39161.200 | 2 | 4 | 5 | 2 | 11 | 2 | 0.56 | 5.0 | Good | 1344.45 | 29.731407 | No | 42.112824 | 121.912211 | High_spent_Small_value_payments | 404.818299 | Poor | 250 |
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