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ID | Описание | Дата |
---|---|---|
b6e6f8d3-d90e-493c-80f8-f1eefed0f929 | matrix robust platforms | 1984-03-12 |
21b8078f-433b-4a6a-af1a-c261adb79c07 | re-contextualize revolutionary relationships | 1996-12-06 |
0512f51d-568f-429e-ab73-62665fda394b | leverage leading-edge systems | 1987-04-24 |
b310bbeb-7635-45dc-b9ad-0f50bae164bc | envisioneer 24/365 info-mediaries | 2017-04-19 |
4b9135ef-fa40-4101-a8a2-ad9df3d14c3a | productize strategic web services | 2024-12-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Musician | 38175.390 | 1 | 2 | 7 | 3 | 0 | 8 | 11.81 | 2.0 | Good | 315.36 | 31.080875 | No | 69.055656 | 161.418588 | Low_spent_Large_value_payments | 368.254006 | Good | 333 |
35 | Media_Manager | 21145.595 | 2 | 7 | 4 | 1 | 8 | 4 | 8.14 | 1.0 | Good | 969.19 | 32.082148 | No | 12.667794 | 119.710616 | Low_spent_Small_value_payments | 318.034881 | Standard | 218 |
40 | Entrepreneur | 74499.600 | 6 | 5 | 7 | 4 | 10 | 17 | 10.04 | 11.0 | Standard | 235.27 | 27.342009 | Yes | 171.145712 | 117.934292 | High_spent_Large_value_payments | 541.949995 | Standard | 239 |
31 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 17 | 13 | 12.89 | 9.0 | Standard | 843.67 | 32.816544 | Yes | 27.775905 | 87.491925 | Low_spent_Small_value_payments | 301.040878 | Standard | 257 |
27 | Teacher | 51377.880 | 6 | 5 | 19 | 4 | 19 | 20 | 9.81 | 3.0 | Standard | 372.54 | 37.293972 | Yes | 108.102744 | 94.202106 | High_spent_Large_value_payments | 478.344150 | Standard | 233 |
48 | Lawyer | 31802.400 | 3 | 5 | 14 | 3 | 10 | 11 | 6.17 | 3.0 | Standard | 1369.66 | 40.467942 | No | 49.817598 | 79.975092 | High_spent_Medium_value_payments | 401.027310 | Standard | 311 |
45 | Mechanic | 31931.730 | 7 | 3 | 10 | 3 | 5 | 19 | 8.16 | 0.0 | Good | 577.85 | 37.913698 | No | 77.817842 | 128.733245 | High_spent_Small_value_payments | 318.746663 | Good | 374 |
26 | Manager | 75804.940 | 0 | 1 | 10 | 3 | 9 | 7 | 7.89 | 2.0 | Good | 330.82 | 35.324892 | No | 141.289448 | 0.000000 | High_spent_Medium_value_payments | 587.762726 | Good | 382 |
21 | Musician | 25655.230 | 7 | 5 | 6 | 1 | 16 | 20 | 7.30 | 6.0 | Standard | 1115.06 | 38.072921 | Yes | 15.080796 | 0.000000 | Low_spent_Medium_value_payments | 313.292733 | Standard | 234 |
49 | Engineer | 16221.070 | 0 | 3 | 3 | 2 | 6 | 6 | 5.39 | 2.0 | Good | 197.05 | 33.289342 | No | 19.251996 | 120.165449 | Low_spent_Medium_value_payments | 291.658138 | Good | 191 |
24 | Entrepreneur | 65294.180 | 3 | 2 | 12 | 1 | 15 | 11 | 9.78 | 4.0 | Good | 911.08 | 37.428601 | No | 34.699801 | 431.277747 | Low_spent_Small_value_payments | 364.640618 | Standard | 368 |
34 | Architect | 31641.760 | 5 | 2 | 3 | 0 | 2 | 9 | 8.06 | 5.0 | Good | 1277.70 | 33.432340 | No | 0.000000 | 98.107473 | High_spent_Medium_value_payments | 390.773860 | Good | 216 |
41 | Entrepreneur | 25856.840 | 3 | 7 | 1 | 3 | 12 | 10 | 8.22 | 2.0 | Good | 586.46 | 31.686678 | No | 58.726466 | 0.000000 | High_spent_Medium_value_payments | 346.876173 | Poor | 209 |
47 | Teacher | 112938.080 | 2 | 7 | 9 | 1 | 3 | 7 | 9.48 | 0.0 | Good | 1398.69 | 35.855951 | No | 91.366620 | 0.000000 | Low_spent_Medium_value_payments | 445.427176 | Standard | 0 |
42 | Developer | 12877209.000 | 7 | 6 | 10 | 1 | 13 | 19 | 4.41 | 3.0 | Standard | 1483.41 | 25.497091 | NM | 13.709880 | 87.313445 | Low_spent_Medium_value_payments | 292.122717 | Poor | 204 |
27 | Journalist | 44657.680 | 4 | 3 | 2 | 3 | 14 | 4 | 9.21 | 0.0 | Good | 1325.96 | 35.046269 | No | 88.801440 | 262.128823 | Low_spent_Medium_value_payments | 301.617070 | Good | 221 |
39 | Doctor | 120174.400 | 7 | 4 | 6 | 1 | 14 | 11 | 17.67 | 7.0 | Standard | 828.59 | 42.492280 | Yes | 94.898454 | 191.933366 | High_spent_Small_value_payments | 974.821513 | Standard | 0 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 27 | 15 | 11.04 | 5.0 | Standard | 1472.05 | 36.877058 | Yes | 31.335362 | 151.517937 | Low_spent_Large_value_payments | 336.041868 | Standard | 0 |
20 | Architect | 17923.435 | 7 | 7 | 8 | 1 | 16 | 13 | 15.42 | 1.0 | Standard | 1300.81 | 32.636680 | Yes | 7.847699 | 90.069195 | Low_spent_Small_value_payments | 312.445064 | Standard | 294 |
49 | Developer | 162688.280 | 0 | 5 | 2 | 2 | 17 | 0 | 4.48 | 2.0 | Good | 641.14 | 40.945523 | No | 178.643939 | 1113.909527 | Low_spent_Large_value_payments | 335.482201 | Standard | 385 |
33 | Manager | 28472.920 | 2 | 1 | 10 | 4 | 8 | 5 | 7.69 | 4.0 | Good | 325.41 | 30.669427 | No | 75.559764 | 0.000000 | Low_spent_Small_value_payments | 349.619252 | Standard | 293 |
32 | Teacher | 29768.440 | 2 | 7 | 4 | 1 | 24 | 5 | 1.20 | 3.0 | Good | 118.58 | 40.069043 | No | 19.089060 | 217.131288 | Low_spent_Small_value_payments | 298.649985 | Standard | 308 |
43 | Scientist | 101785.080 | 6 | 7 | 5 | 0 | 30 | 10 | 13.88 | 7.0 | Standard | 700.20 | 43.708312 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 873.173835 | Standard | 209 |
43 | Teacher | 18922.230 | 7 | 7 | 33 | 4 | 57 | 0 | 17.07 | 10.0 | Standard | 1328.22 | 30.749375 | Yes | 39.598026 | 148.835998 | Low_spent_Small_value_payments | 281.751226 | Poor | 117 |
32 | Mechanic | 19741.360 | 4 | 5 | 15 | 6 | 18 | 6 | 11.46 | 6.0 | Standard | 1250.19 | 30.709551 | Yes | 87.431578 | 64.928590 | Low_spent_Small_value_payments | 291.951166 | Standard | 131 |
48 | Musician | 17950.550 | 7 | 3 | 10 | 3 | 18 | 14 | 3.23 | 3.0 | Standard | 453.73 | 25.556286 | No | 27.415693 | 180.221334 | Low_spent_Small_value_payments | 247.050890 | Standard | 191 |
22 | Entrepreneur | 11138.425 | 3 | 7 | 20 | 2 | 13 | 10 | 7.95 | 2.0 | Standard | 878.15 | 32.890823 | Yes | 11.125299 | 0.000000 | Low_spent_Small_value_payments | 307.819427 | Poor | 309 |
29 | Manager | 20760.750 | 5 | 4 | 17 | 7 | 33 | 15 | 7.91 | 4.0 | Standard | 738.06 | 37.688560 | Yes | 115.107474 | 110.022311 | Low_spent_Medium_value_payments | 197.876465 | Standard | 81 |
38 | Entrepreneur | 63023.180 | 3 | 4 | 5 | 4 | 15 | 10 | 5.08 | 2.0 | Good | 1307.67 | 37.382625 | No | 157.728738 | 62.931596 | High_spent_Medium_value_payments | 532.232833 | Good | 360 |
48 | Developer | 64696.240 | 5 | 3 | 9 | 4 | 25 | 8 | 7.25 | 4.0 | Good | 1038.25 | 32.593808 | No | 122.814820 | 86.045048 | High_spent_Medium_value_payments | 573.075465 | Poor | 374 |
21 | Teacher | 34599.800 | 8 | 4 | 16 | 3 | 6 | 0 | 16.53 | 4.0 | Standard | 851.37 | 24.589796 | Yes | 82.516689 | 53.110239 | High_spent_Medium_value_payments | 427.404738 | Standard | 70 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 17 | 10 | 6.00 | 4.0 | Standard | 68.06 | 24.226806 | No | 23.498319 | 57.764397 | Low_spent_Large_value_payments | 376.667117 | Standard | 289 |
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