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| ID | Описание | Дата |
|---|---|---|
| c0e19ae0-db2b-4d79-bcf2-48c4b273a653 | envisioneer user-centric platforms | 2018-12-09 |
| 1f816d55-c4ac-4c8a-b8a1-6be4fa6c5159 | maximize customized e-tailers | 2000-08-06 |
| 4915f1ce-0935-408f-9f96-5a9f5caf1373 | transition distributed e-tailers | 2017-04-01 |
| 4a8522d6-f3b8-4d32-ab4c-df39703c8b1a | deploy global e-business | 1974-12-11 |
| 980b57ad-2825-4ddb-b54d-d4eea6ffa972 | disintermediate open-source channels | 2006-08-16 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | Mechanic | 19951.765 | 1 | 1 | 12 | 2 | 10 | 6 | 2.89 | 5.0 | Good | 1463.07 | 28.124685 | No | 28.213058 | 100.309581 | High_spent_Small_value_payments | 290.742069 | Good | 397 |
| 29 | Architect | 29695.580 | 8 | 3 | 3 | 0 | 5 | 15 | 7.46 | 3.0 | Good | 133.56 | 38.440171 | No | 0.000000 | 103.711275 | High_spent_Medium_value_payments | 406.451892 | Standard | 0 |
| 20 | Entrepreneur | 73842.330 | 4 | 5 | 5 | 3 | 27 | 18 | 5.83 | 4.0 | Standard | 344.09 | 37.591790 | No | 112.584815 | 210.450361 | High_spent_Medium_value_payments | 519.717574 | Standard | 230 |
| 33 | Manager | 89424.900 | 5 | 5 | 4 | 4 | 20 | 13 | 5.12 | 4.0 | Good | 839.10 | 36.933029 | No | 153.225528 | 495.294357 | Low_spent_Medium_value_payments | 392.987614 | Poor | 307 |
| 21 | Writer | 50340.140 | 7 | 4 | 15 | 1 | 29 | 21 | 11.25 | 7.0 | Standard | 464.51 | 28.928521 | No | 33.187394 | 243.514215 | Low_spent_Small_value_payments | 441.699558 | Poor | 298 |
| 55 | Writer | 178793.920 | 1 | 1 | 11 | 0 | 14 | 7 | 9.72 | 2.0 | Good | 1015.37 | 29.930029 | No | 0.000000 | 1082.079365 | Low_spent_Small_value_payments | 672.169969 | Good | 256 |
| 28 | Mechanic | 65397.500 | 6 | 6 | 18 | 0 | 13 | 11 | 3.76 | 4.0 | Standard | 1392.76 | 31.595463 | NM | 0.000000 | 523.783026 | Low_spent_Medium_value_payments | 284.996140 | Standard | 0 |
| 40 | Entrepreneur | 63461.280 | 3 | 4 | 6 | 4 | 6 | 17 | 13.39 | 6.0 | Standard | 1266.31 | 27.771037 | NM | 176.636965 | 539.803136 | Low_spent_Small_value_payments | 84.503898 | Standard | 0 |
| 32 | Doctor | 26992.210 | 8 | 4 | 3 | 3 | 21 | 11 | 10.11 | 4.0 | Good | 865.86 | 25.383015 | No | 45.000319 | 80.952409 | High_spent_Medium_value_payments | 342.182355 | Good | 300 |
| 49 | Manager | 71421.150 | 7 | 7 | 19 | 0 | 8 | 10 | 11.30 | 0.0 | Standard | 566.98 | 35.537430 | NM | 0.000000 | 108.983899 | High_spent_Medium_value_payments | 752.892351 | Standard | 214 |
| 43 | Architect | 33191.110 | 7 | 5 | 17 | 0 | 11 | 13 | 16.67 | 1.0 | Standard | 908.33 | 30.807648 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 383.984887 | Poor | 282 |
| 42 | Developer | 21336.900 | 3 | 5 | 6 | 1 | 17 | 20 | 0.00 | 5.0 | Standard | 1338.82 | 38.523608 | Yes | 11.230332 | 36.556544 | High_spent_Small_value_payments | 377.820623 | Standard | 124 |
| 54 | Journalist | 28867.010 | 2 | 3 | 3 | 0 | 28 | 0 | 7.78 | 1.0 | Good | 51.54 | 27.314253 | No | 0.000000 | 94.572754 | High_spent_Medium_value_payments | 424.685663 | Poor | 229 |
| 30 | Musician | 10300.895 | 3 | 7 | 17 | 2 | 6 | 9 | 2.08 | 2.0 | Standard | 833.93 | 38.098940 | NM | 15.100571 | 47.335916 | Low_spent_Small_value_payments | 297.104304 | Standard | 249 |
| 24 | Entrepreneur | 41153.900 | 5 | 3 | 10 | 2 | 11 | 5 | 4.24 | 3.0 | Good | 852.74 | 31.237546 | No | 42.985603 | 0.000000 | High_spent_Medium_value_payments | 474.144325 | Good | 0 |
| 37 | Writer | 19740.040 | 4 | 6 | 4 | 2 | 3 | 11 | 5.37 | 1.0 | Good | 1149.82 | 37.627603 | No | 26.494780 | 24.477743 | High_spent_Large_value_payments | 365.927811 | Good | 217 |
| 46 | Media_Manager | 136556.440 | 5 | 4 | 6 | 1 | 21 | 17 | 1.49 | 2.0 | Standard | 694.02 | 31.756438 | No | 94.179789 | 323.734796 | High_spent_Medium_value_payments | 993.455749 | Standard | 338 |
| 21 | Mechanic | 15620.910 | 4 | 6 | 4 | 0 | 8 | 1 | 11.17 | 2.0 | Good | 814.54 | 23.536080 | No | 0.000000 | 61.687199 | Low_spent_Small_value_payments | 330.087051 | Poor | 186 |
| 48 | Developer | 24042.680 | 5 | 3 | 20 | 1 | 31 | 11 | 10.47 | 4.0 | Standard | 1006.10 | 38.692490 | No | 12.664581 | 52.031585 | High_spent_Large_value_payments | 397.659500 | Standard | 366 |
| 52 | Scientist | 34269.740 | 4 | 6 | 3 | 4 | 8 | 12 | 3.31 | 2.0 | Good | 609.77 | 30.436828 | No | 108.166811 | 135.385619 | Low_spent_Small_value_payments | 341.528736 | Good | 254 |
| 44 | Architect | 34199.940 | 4 | 7 | 19 | 2 | 10 | 19 | 4.35 | 5.0 | Standard | 1379.81 | 25.353262 | Yes | 50.402977 | 85.504023 | High_spent_Medium_value_payments | 387.192500 | Standard | 400 |
| 22 | Teacher | 104849.820 | 4 | 6 | 18 | 0 | 29 | 14 | 18.28 | 1.0 | Standard | 1439.21 | 43.217083 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 999.006671 | Standard | 256 |
| 49 | Mechanic | 95267.490 | 6 | 5 | 13 | 2 | 17 | 10 | 4.98 | 5.0 | Standard | 586.28 | 37.070797 | NM | 113.319527 | 177.919075 | High_spent_Large_value_payments | 746.257148 | Standard | 293 |
| 37 | Writer | 109563.360 | 4 | 3 | 9 | 1 | 0 | 12 | 8.74 | 6.0 | Good | 214.57 | 35.220324 | No | 84.188346 | 492.124949 | Low_spent_Large_value_payments | 620.814705 | Standard | 300 |
| 44 | Engineer | 27318.320 | 6 | 4 | 7 | 3 | 9 | 8 | 12.45 | 7.0 | Standard | 1370.22 | 30.351934 | Yes | 60.323909 | 111.826915 | Low_spent_Medium_value_payments | 323.701842 | Standard | 165 |
| 24 | Teacher | 25173.400 | 6 | 6 | 12 | 1 | 12 | 14 | 0.56 | 4.0 | Standard | 1154.86 | 33.577170 | NM | 12.705493 | 47.097500 | High_spent_Large_value_payments | 363.175340 | Good | 0 |
| 37 | Manager | 35862.370 | 4 | 2 | 7 | 2 | 1 | 4 | 0.74 | 4.0 | Good | 546.87 | 32.507529 | No | 51.645765 | 48.329402 | High_spent_Medium_value_payments | 467.277915 | Good | 199 |
| 18 | Teacher | 33662.510 | 4 | 4 | 9 | 3 | 22 | 18 | 8.53 | 8.0 | Standard | 1448.30 | 28.445658 | Yes | 76.807711 | 242.197209 | Low_spent_Medium_value_payments | 261.415997 | Standard | 373 |
| 26 | Scientist | 53878.980 | 4 | 3 | 5 | 2 | 11 | 18 | 1.49 | 3.0 | Good | 1119.16 | 36.220264 | No | 78.350637 | 244.668567 | Low_spent_Medium_value_payments | 389.872296 | Standard | 217 |
| 27 | Mechanic | 22609.450 | 6 | 7 | 15 | 3 | 29 | 15 | 8.62 | 3.0 | Standard | 1065.82 | 36.317247 | NM | 50.767448 | 195.645587 | Low_spent_Small_value_payments | 253.799048 | Standard | 396 |
| 42 | Scientist | 87538.240 | 2 | 4 | 3 | 0 | 15 | 9 | 4.60 | 2.0 | Good | 41.82 | 39.265902 | No | 0.000000 | 97.327870 | High_spent_Large_value_payments | 856.657464 | Good | 302 |
| 32 | Media_Manager | 61465.780 | 2 | 3 | 11 | 1 | 0 | 10 | 3.17 | 2.0 | Good | 608.87 | 33.052308 | No | 31.650737 | 154.645617 | Low_spent_Large_value_payments | 591.918479 | Good | 221 |
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