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ID | Описание | Дата |
---|---|---|
77bfcfda-4b47-4a4b-a181-e365d411624c | exploit clicks-and-mortar solutions | 1992-03-09 |
a9d9cae8-4ece-46c9-bc96-ef12ae206c03 | cultivate distributed vortals | 1987-02-12 |
33a95055-9e76-4435-a952-aab3dd78d4c7 | iterate customized web services | 2010-03-12 |
5ba7284c-314c-4928-ae2f-6247ae67b3b8 | envisioneer clicks-and-mortar channels | 1990-02-20 |
20205d32-b4e7-473d-9662-520752d1e372 | seize value-added models | 1985-08-02 |
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 | Mechanic | 33386.250 | 7 | 5 | 11 | 3 | 26 | 10 | 9.97 | 6.0 | Standard | 1343.67 | 40.068112 | Yes | 77.546125 | 116.931816 | High_spent_Medium_value_payments | 340.640809 | Standard | 172 |
47 | Scientist | 86189.580 | 5 | 3 | 12 | 4 | 31 | 9 | 8.15 | 8.0 | Good | 1425.02 | 37.399262 | No | 154.973533 | 180.078784 | High_spent_Large_value_payments | 617.694183 | Poor | 218 |
30 | Manager | 78290.360 | 6 | 3 | 13 | 0 | 28 | 0 | 9.59 | 3.0 | Standard | 952.61 | 33.677467 | No | 0.000000 | 224.021423 | High_spent_Medium_value_payments | 690.798243 | Standard | 278 |
20 | Engineer | 14455.150 | 6 | 5 | 19 | 0 | 6 | 19 | 10.56 | 4.0 | Standard | 1028.50 | 32.605713 | Yes | 0.000000 | 33.721606 | High_spent_Medium_value_payments | 307.537977 | Standard | 158 |
31 | Accountant | 38103.740 | 8 | 7 | 16 | 0 | 11 | 8 | 4.74 | 1.0 | Standard | 129.64 | 26.640446 | No | 0.000000 | 78.349265 | High_spent_Large_value_payments | 479.181902 | Standard | 385 |
41 | Media_Manager | 12705.770 | 6 | 6 | 17 | 2 | 27 | 12 | 6.89 | 0.0 | Standard | 314.58 | 35.083718 | Yes | 14.587717 | 58.642924 | Low_spent_Small_value_payments | 332.750776 | Standard | 263 |
29 | Engineer | 101586.120 | 8 | 7 | 9 | 0 | 8 | 9 | 2.28 | 2.0 | Good | 597.31 | 43.260832 | No | 0.000000 | 320.668988 | High_spent_Medium_value_payments | 757.182012 | Good | 341 |
36 | Accountant | 25899.180 | 8 | 4 | 9 | 3 | 12 | 2438 | 9.05 | 6.0 | Standard | 69.74 | 39.760665 | Yes | 64.202459 | 40.048598 | High_spent_Medium_value_payments | 355.775443 | Standard | 396 |
28 | Lawyer | 31429.850 | 6 | 5 | 5 | 2 | 19 | 0 | 4.03 | 2.0 | Standard | 884.18 | 34.684220 | Yes | 48.437968 | 100.554456 | Low_spent_Small_value_payments | 428.922992 | Standard | 198 |
45 | Teacher | 54876.200 | 3 | 4 | 8 | 5 | 16 | 13 | 11.01 | 5.0 | Standard | 310.47 | 32.529962 | Yes | 145.624243 | 635.847938 | Low_spent_Small_value_payments | 0.000000 | Standard | 176 |
32 | Developer | 67223.070 | 3 | 3 | 10 | 2 | 16 | 17 | 10.43 | 3.0 | Standard | 312.59 | 42.857183 | No | 69.298731 | 119.383416 | High_spent_Small_value_payments | 655.910103 | Poor | 310 |
23 | Entrepreneur | 80411.040 | 8 | 4 | 11 | 1 | 10 | 7 | 2.71 | 2.0 | Good | 1413.55 | 24.263946 | No | 65.739050 | 624.091682 | Low_spent_Medium_value_payments | 259.661268 | Good | 183 |
42 | Lawyer | 12931.560 | 4 | 4 | 9 | 3 | 21 | 20 | 18.51 | 3.0 | Standard | 752.86 | 38.243220 | NM | 20.579155 | 34.266485 | High_spent_Large_value_payments | 320.017360 | Standard | 249 |
28 | Teacher | 102910.110 | 7 | 6 | 11 | 2 | 29 | 15 | 19.10 | 8.0 | Standard | 930.24 | 32.179156 | Yes | 166.048320 | 649.914333 | Low_spent_Medium_value_payments | 334.821597 | Poor | 244 |
30 | Engineer | 21803.325 | 5 | 4 | 5 | 0 | 6 | 4 | 2.37 | 2.0 | Good | 1315.10 | 30.885111 | No | 0.000000 | 200.173548 | Low_spent_Small_value_payments | 266.420827 | Standard | 266 |
35 | Musician | 14390.160 | 9 | 10 | 26 | 2 | 34 | 19 | 2.51 | 12.0 | Bad | 1327.91 | 31.013773 | Yes | 18.294212 | 88.216186 | Low_spent_Medium_value_payments | 273.507602 | Standard | 184 |
45 | Teacher | 106444.680 | 8 | 4 | 10 | 0 | 8 | 13 | 17.96 | 4.0 | Standard | 959.18 | 39.430714 | Yes | 0.000000 | 155.214317 | High_spent_Large_value_payments | 986.324683 | Standard | 370 |
45 | Developer | 105675.600 | 7 | 5 | 18 | 0 | 12 | 17 | 8.45 | 1.0 | Standard | 941.61 | 36.310756 | No | 0.000000 | 400.364101 | Low_spent_Medium_value_payments | 769.065899 | Standard | 377 |
44 | Engineer | 15835.495 | 4 | 4 | 5 | 3 | 20 | 20 | 2.92 | 0.0 | Good | 16.42 | 29.633838 | No | 30.707565 | 75.997392 | Low_spent_Medium_value_payments | 284.057501 | Good | 331 |
23 | Teacher | 136726.680 | 0 | 7 | 2 | 2 | 11 | 12 | 2.35 | 4.0 | Good | 1299.02 | 30.310934 | No | 174.292375 | 454.396054 | High_spent_Small_value_payments | 761.300571 | Good | 341 |
22 | Accountant | 36243.050 | 4 | 5 | 14 | 3 | 20 | 13 | 8.20 | 5.0 | Standard | 1009.33 | 30.112917 | NM | 73.891109 | 158.910184 | Low_spent_Large_value_payments | 360.724124 | Standard | 223 |
21 | Lawyer | 103190.840 | 7 | 5 | 14 | 1 | 20 | 11 | 0.57 | 5.0 | Standard | 780.16 | 37.386291 | No | 46.759021 | 683.675355 | Low_spent_Medium_value_payments | 389.589291 | Standard | 288 |
34 | Architect | 17785.930 | 3 | 7 | 1 | 2 | 8 | 11 | 1.74 | 6.0 | Good | 849.81 | 31.053637 | No | 14.921847 | 95.972947 | High_spent_Small_value_payments | 317.521289 | Standard | 311 |
49 | Entrepreneur | 16204.640 | 4 | 5 | 7 | 1 | 14 | 20 | 8.97 | 3.0 | Good | 83.90 | 32.664705 | NM | 8.897017 | 161.820158 | Low_spent_Small_value_payments | 278.921491 | Poor | 253 |
21 | Writer | 63861.360 | 4 | 6 | 12 | 4 | 13 | 0 | 0.00 | 1.0 | Good | 1071.97 | 40.582828 | No | 150.259105 | 80.758207 | High_spent_Large_value_payments | 557.760687 | Standard | 274 |
43 | Musician | 40517.810 | 1 | 2 | 2 | 1 | 4 | 11 | 5.47 | 0.0 | Good | 1491.23 | 37.619226 | No | 25.059562 | 77.186830 | High_spent_Medium_value_payments | 469.302024 | Good | 369 |
45 | Journalist | 9741.195 | 7 | 4 | 14 | 2 | 20 | 15 | 19.67 | 11.0 | Standard | 582.95 | 33.855836 | Yes | 13.376546 | 80.413039 | Low_spent_Small_value_payments | 305.987040 | Standard | 322 |
26 | Accountant | 11465.920 | 7 | 5 | 11 | 0 | 24 | 8 | 7.35 | 7.0 | Standard | 1422.93 | 34.416456 | Yes | 0.000000 | 97.655258 | Low_spent_Small_value_payments | 266.794076 | Standard | 175 |
46 | Entrepreneur | 31104.320 | 6 | 5 | 12 | 1 | 13 | 11 | 0.00 | 6.0 | Standard | 1354.00 | 37.720884 | No | 22.687152 | 375.280805 | Low_spent_Small_value_payments | 179.134710 | Standard | 370 |
31 | Journalist | 44729.800 | 5 | 4 | 6 | 0 | 12 | 9 | 2.82 | 0.0 | Good | 512.83 | 37.112946 | No | 0.000000 | 157.661484 | Low_spent_Medium_value_payments | 495.186849 | Standard | 0 |
21 | Media_Manager | 74913.760 | 2 | 4 | 5 | 3 | 13 | 5 | 3.57 | 4.0 | Good | 558.21 | 26.316929 | No | 170.934397 | 351.884508 | High_spent_Small_value_payments | 381.562428 | Good | 205 |
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