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| ID | Описание | Дата |
|---|---|---|
| 10134caa-d016-4b06-bb14-56e4a6a0b8f9 | repurpose frictionless solutions | 2006-09-17 |
| 35d223a6-015f-4b5a-9d53-b30b20b9f68d | extend next-generation architectures | 2023-05-12 |
| e0b7a19f-368c-4673-a346-1353f66d6aee | aggregate virtual interfaces | 1999-03-28 |
| 86c195bb-b463-41de-bc36-99b16ec5c70b | utilize transparent communities | 2024-07-01 |
| e7a0ec56-4f32-4513-9938-57ee78def149 | syndicate dynamic paradigms | 2014-06-22 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | Musician | 142170.120 | 3 | 4 | 8 | 2 | 3 | 1 | 2.58 | 3.0 | Good | 282.56 | 29.392089 | No | 183.759513 | 864.125078 | Low_spent_Small_value_payments | 400.566409 | Good | 297 |
| 14 | Mechanic | 90592.020 | 4 | 7 | 18 | 4 | 27 | 23 | 15.11 | 8.0 | Standard | 831.18 | 34.766986 | Yes | 154.432973 | 242.539685 | Low_spent_Medium_value_payments | 626.360842 | Good | 204 |
| 19 | Entrepreneur | 73842.330 | 4 | 5 | 5 | 3 | 30 | 18 | 5.83 | 1.0 | Standard | 344.09 | 23.381592 | No | 112.584815 | 533.847132 | Low_spent_Medium_value_payments | 226.320803 | Standard | 225 |
| 37 | Architect | 118062.200 | 0 | 1 | 7 | 0 | 7 | 0 | 7.68 | 1.0 | Good | 1393.23 | 38.243395 | NM | 0.000000 | 170.516268 | High_spent_Large_value_payments | 1083.135399 | Good | 353 |
| 21 | Writer | 50340.140 | 7 | 4 | 15 | 1 | 29 | 18 | 11.25 | 4.0 | Standard | 464.51 | 30.941545 | No | 33.187394 | 53.157295 | High_spent_Large_value_payments | 582.056477 | Standard | 293 |
| 29 | Lawyer | 41587.370 | 5 | 4 | 3 | 2 | 8 | 9 | 7.27 | 4.0 | Good | 1353.86 | 28.945791 | No | 68.539914 | 226.638594 | Low_spent_Large_value_payments | 345.282908 | Standard | 0 |
| 28 | Teacher | 18019.140 | 5 | 5 | 19 | 4 | 15 | 13 | 18.17 | 8.0 | Standard | 1475.32 | 34.723564 | Yes | 55.050330 | 69.680153 | Low_spent_Small_value_payments | 339.529017 | Standard | 214 |
| 40 | Entrepreneur | 63461.280 | 3 | 4 | 6 | 4 | 6 | 17 | 12.39 | 5.0 | Standard | 1266.31 | 32.766795 | Yes | 176.636965 | 76.336951 | High_spent_Medium_value_payments | 507.970084 | Standard | 136 |
| 27 | Entrepreneur | 17621.705 | 8 | 7 | 7 | 1 | 8 | 18 | 11.82 | 8.0 | Standard | 776.59 | 33.768942 | Yes | 10.382464 | 147.011743 | Low_spent_Small_value_payments | 266.153334 | Standard | 264 |
| 23 | Manager | 41806.160 | 2 | 7 | 7 | 1 | 7 | 4 | 6.04 | 5.0 | Good | 300.61 | 33.915056 | NM | 21.864682 | 127.074098 | High_spent_Medium_value_payments | 457.545886 | Good | 321 |
| 15 | Media_Manager | 18474.665 | 6 | 4 | 8 | 4 | 28 | 10 | 0.00 | 5.0 | Standard | 1070.85 | 33.928754 | NM | 41.778767 | 209.300601 | Low_spent_Small_value_payments | 201.276174 | Poor | 326 |
| 50 | Media_Manager | 31534.940 | 5 | 6 | 1 | 0 | 5 | 0 | 0.00 | 4.0 | Good | 1258.83 | 36.663048 | No | 0.000000 | 93.404940 | Low_spent_Large_value_payments | 419.286227 | Standard | 353 |
| 37 | Musician | 18350.255 | 5 | 6 | 19 | 5 | 27 | 17 | 7.75 | 6.0 | Standard | 505.97 | 32.918671 | Yes | 58.178025 | 58.127687 | Low_spent_Large_value_payments | 293.613080 | Standard | 127 |
| 23 | Architect | 30821.300 | 4 | 3 | 11 | 3 | 6 | 17 | 3.86 | 0.0 | Good | 603.03 | 33.334544 | No | 60.786326 | 76.168402 | High_spent_Small_value_payments | 403.889438 | Good | 299 |
| 19 | Architect | 84738.630 | 6 | 7 | 6 | 1 | 10 | 12 | 19.72 | 10.0 | Standard | 381.11 | 35.787561 | Yes | 38.364191 | 164.185791 | High_spent_Small_value_payments | 786.705268 | Standard | 226 |
| 23 | Developer | 30370.090 | 1 | 4 | 8 | 0 | 8 | 10 | 4.94 | 0.0 | Good | 1333.93 | 38.511516 | No | 0.000000 | 84.971059 | Low_spent_Large_value_payments | 411.713025 | Standard | 258 |
| 27 | Scientist | 30632.940 | 3 | 5 | 1 | 2 | 17 | 2 | 0.00 | 2.0 | Good | 31.50 | 37.175808 | No | 44.890494 | 219.623028 | Low_spent_Large_value_payments | 259.060978 | Standard | 270 |
| 30 | Engineer | 17271.525 | 8 | 3 | 5 | 1 | 14 | 18 | 4.74 | 0.0 | Good | 899.28 | 29.419354 | No | 13.314419 | 79.750926 | Low_spent_Small_value_payments | 323.864030 | Good | 390 |
| 47 | Developer | 24042.680 | 5 | 3 | 20 | 1 | 31 | 11 | 10.47 | 4.0 | Standard | 1006.10 | 33.808039 | No | 12.664581 | 105.129369 | Low_spent_Small_value_payments | 394.561716 | Standard | 361 |
| 30 | Scientist | 16380.325 | 7 | 5 | 12 | 0 | 16 | 8 | 12.99 | 0.0 | Standard | 1307.87 | 29.182020 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 362.152948 | Standard | 199 |
| 46 | Journalist | 45848.860 | 8 | 5 | 11 | 2 | 27 | 10 | 11.37 | 4.0 | Standard | 945.68 | 35.076896 | Yes | 50.622855 | 53.926732 | High_spent_Large_value_payments | 502.724247 | Standard | 284 |
| 51 | Lawyer | 100188.840 | 5 | 3 | 12 | 2 | 22 | 16 | 19.73 | 4.0 | Standard | 282.08 | 31.613679 | Yes | 119.203852 | 221.120561 | Low_spent_Medium_value_payments | 785.582586 | Standard | 206 |
| 53 | Developer | 30635.160 | 3 | 7 | 4 | 0 | 7 | 10 | 11.42 | 2.0 | Good | 675.52 | 28.605851 | No | 0.000000 | 232.094838 | Low_spent_Medium_value_payments | 313.798162 | Good | 207 |
| 22 | Musician | 19998.330 | 8 | 6 | 12 | 3 | 16 | 18 | 12.44 | 6.0 | Standard | 1035.70 | 23.709319 | Yes | 42.946525 | 171.971603 | Low_spent_Small_value_payments | 256.134622 | Standard | 192 |
| 32 | Manager | 85426.680 | 3 | 6 | 5 | 0 | 7 | 9 | 1.91 | 3.0 | Good | 1187.02 | 32.402340 | No | 0.000000 | 326.328702 | Low_spent_Medium_value_payments | 656.160298 | Standard | 360 |
| 33 | Doctor | 19124.400 | 5 | 8 | 7 | 1 | 16 | 11 | 9.99 | 7.0 | Standard | 1110.63 | 35.967973 | No | 15.522587 | 145.620402 | Low_spent_Large_value_payments | 294.827011 | Good | 385 |
| 39 | Engineer | 79929.760 | 8 | 6 | 11 | 0 | 9 | 19 | 6.28 | 0.0 | Standard | 739.66 | 33.608782 | No | 0.000000 | 110.671282 | High_spent_Medium_value_payments | 831.110051 | Good | 0 |
| 22 | Musician | 22020.370 | 5 | 6 | 6 | 3 | 19 | 0 | 5.14 | 9.0 | Good | 1343.64 | 30.789168 | No | 36.598631 | 208.749374 | Low_spent_Small_value_payments | 205.155079 | Poor | 316 |
| 27 | Scientist | 74193.700 | 0 | 5 | 5 | 0 | 2 | 7 | 1.32 | 4.0 | Good | 228.53 | 30.095009 | NM | 0.000000 | 106.834591 | High_spent_Large_value_payments | 760.746242 | Standard | 364 |
| 35 | Media_Manager | 11280.545 | 8 | 3 | 11 | 2 | 8 | 13 | 15.68 | 3.0 | Standard | 817.93 | 34.694917 | Yes | 15.511863 | 49.656235 | Low_spent_Medium_value_payments | 321.636444 | Standard | 195 |
| 29 | Media_Manager | 42832.160 | 0 | 4 | 5 | 2 | 8 | 2 | 6.86 | 6.0 | Good | 565.03 | 28.095522 | No | 66.182228 | 0.000000 | High_spent_Medium_value_payments | 416.687739 | Standard | 0 |
| 36 | Journalist | 19147.200 | 3 | 5 | 5 | 0 | 9 | 19 | 10.00 | 0.0 | Standard | 1347.02 | 35.787966 | Yes | 0.000000 | 138.611804 | Low_spent_Small_value_payments | 320.648196 | Poor | 327 |
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