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| ID | Описание | Дата |
|---|---|---|
| d94a7a1f-423b-4e11-8a2f-25d9ac2701b6 | facilitate real-time info-mediaries | 1992-06-12 |
| 20dd06ff-1e9c-44d7-bec7-6822e1b5ce89 | iterate best-of-breed e-services | 1976-07-22 |
| 9d898314-c3f2-4106-a096-9f1d19a7c940 | grow next-generation communities | 2008-05-15 |
| 6fd45a1b-8f9a-4e99-896e-42341634e1f7 | brand front-end e-business | 2021-12-31 |
| 8edcfe50-79a1-46bc-a6b3-d091a9d2709b | synergize holistic methodologies | 1996-09-06 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | Writer | 65778.220 | 5 | 3 | 11 | 4 | 26 | 18 | 11.60 | 6.0 | Standard | 705.44 | 31.106051 | No | 172.530533 | 90.122821 | High_spent_Medium_value_payments | 543.498479 | Standard | 202 |
| 55 | Doctor | 130688.560 | 0 | 2 | 2 | 0 | 12 | 6 | 4.31 | 5.0 | Good | 466.13 | 42.534234 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 951.257574 | Good | 192 |
| 38 | Accountant | 8317.345 | 3 | 5 | 9 | 2 | 19 | 20 | 19.59 | 7.0 | Standard | 457.13 | 33.547886 | Yes | 11.468958 | 0.000000 | High_spent_Small_value_payments | 292.241491 | Standard | 226 |
| 22 | Teacher | 40406.180 | 5 | 5 | 32 | 7 | 23 | 13 | 10.07 | 8.0 | Standard | 1309.82 | 34.127591 | Yes | 127.415681 | 116.345707 | High_spent_Small_value_payments | 335.356778 | Poor | 92 |
| 52 | Journalist | 49822.000 | 7 | 4 | 5 | 0 | 14 | 17 | 2.66 | 1.0 | Good | 1103.08 | 34.656423 | No | 0.000000 | 347.747156 | Low_spent_Medium_value_payments | 343.936178 | Good | 367 |
| 51 | Entrepreneur | 42112.560 | 5 | 6 | 9 | 4 | 1 | 3 | 0.00 | 4.0 | Good | 1052.71 | 25.036524 | No | 132.193542 | 218.914260 | Low_spent_Small_value_payments | 290.030198 | Standard | 202 |
| 32 | Mechanic | 120314.000 | 6 | 5 | 11 | 0 | 19 | 17 | 8.82 | 4.0 | Standard | 558.97 | 30.861500 | No | 0.000000 | 292.747969 | High_spent_Small_value_payments | 971.168698 | Poor | 273 |
| 50 | Entrepreneur | 160573.560 | 1 | 2 | 8 | 1 | 14 | 3 | 2.01 | 4.0 | Good | 551.26 | 29.332368 | No | 121.178937 | 0.000000 | Low_spent_Large_value_payments | 810.235209 | Good | 234 |
| 38 | Scientist | 10413.600 | 3 | 6 | 5 | 5 | 8 | 17 | 19.18 | 4.0 | Standard | 1098.56 | 36.828183 | Yes | 40.714032 | 72.738900 | Low_spent_Small_value_payments | 234.227069 | Standard | 233 |
| 54 | Mechanic | 160664.800 | 3 | 5 | 7 | 1 | 15 | 8 | 11.76 | 4.0 | Good | 244.08 | 30.013363 | NM | 123.790174 | 588.107054 | High_spent_Small_value_payments | 871.676105 | Poor | 255 |
| 31 | Musician | 35600.200 | 0 | 3 | 9 | 3 | 0 | 12 | 6.63 | 4.0 | Good | 577.57 | 34.243948 | No | 50.648600 | 74.161576 | High_spent_Medium_value_payments | 438.258157 | Standard | 385 |
| 41 | Developer | 50243.220 | 8 | 3 | 19 | 3 | 17 | 14 | 14.19 | 2.0 | Standard | 1161.10 | 33.911939 | Yes | 62.899234 | 74.818670 | High_spent_Medium_value_payments | 523.075595 | Standard | 324 |
| 52 | Developer | 97889.100 | 1 | 7 | 9 | 3 | 4 | 6 | 9.60 | 3.0 | Good | 1334.64 | 41.243182 | No | 132.443858 | 99.392157 | High_spent_Large_value_payments | 828.706485 | Poor | 219 |
| 30 | Manager | 54734.000 | 5 | 3 | 8 | 4 | 24 | 14 | 2.18 | 0.0 | Standard | 1241.94 | 39.793389 | Yes | 155.367042 | 405.959902 | Low_spent_Small_value_payments | 189.389723 | Poor | 222 |
| 41 | Engineer | 33287.120 | 7 | 5 | 9 | 2 | 23 | 10 | 10.64 | 6.0 | Standard | 1137.16 | 38.534485 | No | 45.785840 | 23.637583 | High_spent_Large_value_payments | 455.069244 | Standard | 200 |
| 19 | Writer | 78208.960 | 8 | 5 | 9 | 3 | 23 | 11 | 11.20 | 5.0 | Standard | 1419.42 | 37.653363 | No | 184.377592 | 0.000000 | High_spent_Large_value_payments | 553.332094 | Standard | 394 |
| 49 | Journalist | 17027.440 | 5 | 4 | 4 | 0 | 14 | 11 | 3.66 | 2.0 | Good | 1299.05 | 33.499138 | No | 0.000000 | 127.719819 | Low_spent_Medium_value_payments | 288.975514 | Good | 0 |
| 37 | Manager | 30784.670 | 4 | 7 | 9 | 2 | 30 | 15 | 8.28 | 3.0 | Standard | 1362.65 | 39.651734 | Yes | 28.162210 | 198.314223 | Low_spent_Large_value_payments | 311.762484 | Standard | 0 |
| 23 | Entrepreneur | 19181.190 | 1 | 5 | 4 | 1 | 0 | 1699 | 5.25 | 1.0 | Good | 834.41 | 28.204360 | No | 11.518895 | 122.289155 | Low_spent_Small_value_payments | 291.335200 | Good | 220 |
| 40 | Developer | 43922.320 | 2 | 6 | 6 | 3 | 0 | 4 | 8.67 | 1.0 | Good | 233.83 | 35.891013 | No | 66.540929 | 0.000000 | Low_spent_Medium_value_payments | 367.888801 | Good | 268 |
| 32 | Lawyer | 16481.715 | 7 | 3 | 15 | 6 | 11 | 9 | 9.59 | 8.0 | Standard | 145.32 | 33.985609 | Yes | 66.681222 | 129.228354 | Low_spent_Medium_value_payments | 237.838049 | Standard | 115 |
| 48 | Musician | 38650.730 | 1 | 1 | 11 | 0 | 6 | 7 | 3.91 | 3.0 | Good | 1189.97 | 23.420186 | No | 0.000000 | 60.930702 | High_spent_Large_value_payments | 477.458715 | Good | 202 |
| 26 | Scientist | 19551.360 | 4 | 3 | 19 | 5 | 5 | 8 | 11.51 | 6.0 | Standard | 807.64 | 25.891999 | Yes | 67.556438 | 52.417715 | Low_spent_Small_value_payments | 318.953847 | Standard | 147 |
| 51 | Architect | 12221.185 | 3 | 5 | 18 | 1 | 29 | 6 | 18.20 | 5.0 | Standard | 1155.33 | 24.430420 | Yes | 6.298573 | 0.000000 | Low_spent_Large_value_payments | 294.115048 | Standard | 389 |
| 28 | Entrepreneur | 28942.360 | 5 | 4 | 3 | 4 | 5 | 1 | 7.41 | 4.0 | Good | 626.50 | 32.635782 | No | 87.169809 | 178.319330 | Low_spent_Large_value_payments | 271.597195 | Poor | 0 |
| 54 | Lawyer | 19261.210 | 6 | 6 | 11 | 4 | 27 | 14 | 12.99 | 1.0 | Standard | 181.85 | 25.863685 | Yes | 56.888367 | 92.022429 | Low_spent_Small_value_payments | 329.399287 | Standard | 216 |
| 39 | Scientist | 29441.380 | 7 | 4 | 10 | 4 | 13 | 10 | 10.62 | 0.0 | Standard | 1276.05 | 30.164453 | Yes | 73.599391 | 53.101740 | High_spent_Medium_value_payments | 378.343703 | Standard | 211 |
| 42 | Lawyer | 18037.470 | 0 | 6 | 10 | 4 | 3 | 3 | 9.41 | 3.0 | Good | 173.84 | 26.206597 | No | 52.769653 | 38.660533 | Low_spent_Large_value_payments | 305.782065 | Standard | 0 |
| 20 | Media_Manager | 15508.050 | 4 | 6 | 10 | 1 | 17 | 9 | 19.31 | 9.0 | Standard | 597.13 | 26.575611 | Yes | 6.750119 | 15.075204 | High_spent_Medium_value_payments | 344.808427 | Good | 346 |
| 31 | Musician | 38574.320 | 3 | 3 | 17 | 1 | 17 | 13 | 12.13 | 2.0 | Standard | 668.78 | 25.694892 | NM | 21.305375 | 124.101355 | High_spent_Small_value_payments | 410.545937 | Standard | 0 |
| 35 | Teacher | 11038.375 | 7 | 6 | 10 | 1 | 19 | 0 | 6.94 | 2.0 | Standard | 432.06 | 34.415152 | No | 4.713184 | 63.302388 | Low_spent_Small_value_payments | 299.670886 | Poor | 262 |
| 42 | Lawyer | 75994.220 | 1 | 4 | 7 | 1 | 11 | 2 | 5.92 | 3.0 | Good | 111.75 | 38.965519 | No | 51.702825 | 0.000000 | High_spent_Small_value_payments | 456.136470 | Good | 328 |
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