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| ID | Описание | Дата |
|---|---|---|
| af1e19dc-6c22-4267-9d72-49c0ea51180a | evolve holistic e-business | 2005-03-15 |
| d4681473-29c8-4442-96e4-dbac81cac0fb | mesh distributed experiences | 1982-07-25 |
| 9d3295b8-f267-49c0-91d9-6cab2ebee1be | utilize leading-edge web services | 2007-03-18 |
| 7528547f-1745-4e06-a997-fba121b666de | target clicks-and-mortar web services | 1994-07-08 |
| bbee3e7d-864f-468b-968f-e25057832705 | innovate intuitive vortals | 2019-10-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42 | Architect | 20574.470 | 6 | 3 | 14 | 4 | 6 | 10 | 13.74 | 6.0 | Standard | 749.95 | 37.263234 | Yes | 49.348666 | 0.000000 | Low_spent_Small_value_payments | 309.740741 | Standard | 132 |
| 31 | Writer | 62545.590 | 3 | 6 | 7 | 4 | 27 | 9 | 9.37 | 8.0 | Standard | 1138.71 | 27.198030 | Yes | 174.416318 | 100.497170 | High_spent_Small_value_payments | 498.399762 | Poor | 210 |
| 38 | Scientist | 30450.840 | 6 | 7 | 8 | 3 | 27 | 12 | 11.98 | 0.0 | Standard | 203.69 | 24.371621 | No | 49.394741 | 170.176371 | Low_spent_Large_value_payments | 301.085888 | Standard | 242 |
| 41 | Lawyer | 21302.970 | 8 | 3 | 15 | 3 | 19 | 18 | 12.52 | 4.0 | Standard | 481.28 | 23.072885 | NM | 48.939246 | 115.723571 | Low_spent_Medium_value_payments | 295.261933 | Standard | 391 |
| 28 | Lawyer | 32424.340 | 3 | 5 | 5 | 0 | 14 | 17 | 10.46 | 4.0 | Standard | 159.90 | 31.646757 | Yes | 0.000000 | 185.448508 | Low_spent_Large_value_payments | 340.654325 | Good | 225 |
| 36 | Musician | 68332.180 | 7 | 6 | 20 | 0 | 23 | 17 | 0.00 | 1.0 | Standard | 380.03 | 27.107433 | NM | 0.000000 | 97.899395 | High_spent_Small_value_payments | 713.435438 | Standard | 0 |
| 22 | Architect | 72576.040 | 5 | 3 | 7 | 4 | 5 | 14 | 2.27 | 1.0 | Good | 478.74 | 39.252682 | No | 197.009932 | 137.855864 | High_spent_Medium_value_payments | 508.534538 | Good | 300 |
| 47 | Media_Manager | 43543.720 | 3 | 3 | 7 | 1 | 6 | 0 | 9.70 | 3.0 | Good | 189.81 | 27.278080 | No | 33.438042 | 43.391712 | High_spent_Large_value_payments | 510.834579 | Good | 285 |
| 35 | Manager | 34317.600 | 5 | 3 | 7 | 0 | 14 | 12 | 2.07 | 5.0 | Good | 386.33 | 30.464891 | No | 0.000000 | 353.593112 | Low_spent_Small_value_payments | 215.886888 | Standard | 328 |
| 50 | Doctor | 61269.160 | 6 | 4 | 9 | 2 | 13 | 0 | 9.45 | 3.0 | Good | 389.91 | 31.694303 | NM | 55.593789 | 519.095595 | Low_spent_Medium_value_payments | 234.886950 | Poor | 233 |
| 46 | Manager | 56830.820 | 3 | 7 | 5 | 3 | 16 | 13 | 3.03 | 7.0 | Good | 140.59 | 29.346800 | No | 92.505923 | 65.405780 | High_spent_Large_value_payments | 543.978464 | Good | 342 |
| 29 | Entrepreneur | 16662.535 | 4 | 5 | 19 | 7 | 21 | 17 | 16.17 | 5.0 | Standard | 1384.80 | 30.241364 | Yes | 88.455404 | 40.102208 | High_spent_Medium_value_payments | 267.896846 | Standard | 0 |
| 36 | Entrepreneur | 63195.210 | 4 | 7 | 6 | 0 | 29 | 13 | 7.60 | 4.0 | Standard | 1113.92 | 37.798243 | No | 0.000000 | 187.853941 | Low_spent_Large_value_payments | 613.972809 | Standard | 387 |
| 23 | Manager | 82339.360 | 7 | 3 | 19 | 4 | 10 | 17 | 18.20 | 7.0 | Standard | 1136.96 | 38.472905 | Yes | 180.838338 | 383.661225 | Low_spent_Small_value_payments | 419.961771 | Standard | 341 |
| 26 | Journalist | 31113.360 | 3 | 5 | 7 | 3 | 24 | 9 | 10.46 | 7.0 | Standard | 1151.70 | 22.759494 | NM | 73.152983 | 221.362570 | Low_spent_Small_value_payments | 273.562447 | Standard | 158 |
| 28 | Lawyer | 105565.710 | 7 | 3 | 7 | 0 | 20 | 18 | 15.63 | 7.0 | Standard | 1024.88 | 30.197681 | Yes | 0.000000 | 243.056964 | Low_spent_Medium_value_payments | 918.257286 | Standard | 119 |
| 40 | Doctor | 33980.480 | 6 | 4 | 13 | 2 | 18 | 8 | 23.23 | 4.0 | Standard | 955.32 | 32.648157 | Yes | 34.442000 | 230.882332 | Low_spent_Medium_value_payments | 300.246335 | Good | 0 |
| 35 | Lawyer | 80661.320 | 5 | 4 | 30 | 4 | 5 | 15 | 9.58 | 5.0 | Standard | 1482.15 | 33.608166 | Yes | 135.562474 | 232.773327 | High_spent_Medium_value_payments | 536.841866 | Poor | 94 |
| 43 | Lawyer | 28825.730 | 5 | 6 | 19 | 5 | 14 | 18 | 16.21 | 8.0 | Standard | 1310.98 | 30.364696 | Yes | 76.405950 | 78.576858 | High_spent_Medium_value_payments | 359.831609 | Standard | 169 |
| 45 | Mechanic | 65319.320 | 4 | 6 | 9 | 2 | 4 | 16 | 15.09 | 11.0 | Standard | 1081.77 | 26.325778 | Yes | 65.173524 | 102.110556 | High_spent_Medium_value_payments | 644.343587 | Standard | 168 |
| 35 | Scientist | 12421.120 | 7 | 3 | 11 | 4 | 15 | 14 | 4.95 | 0.0 | Standard | 685.18 | 36.339201 | No | 29.379389 | 113.951416 | Low_spent_Small_value_payments | 246.878529 | Standard | 256 |
| 34 | Musician | 32808.090 | 3 | 7 | 13 | 1 | 12 | 9 | 1.43 | 1.0 | Standard | 676.54 | 24.613620 | No | 15.688674 | 0.000000 | High_spent_Small_value_payments | 421.438364 | Standard | 386 |
| 33 | Musician | 15725.700 | 6 | 9 | 30 | 4 | 48 | 8 | 11.54 | 7.0 | Standard | 1452.16 | 26.374726 | Yes | 38.842875 | 54.732657 | Low_spent_Small_value_payments | 312.971967 | Poor | 217 |
| 27 | Writer | 12498.945 | 5 | 3 | 18 | 4 | 20 | 9 | 13.10 | 0.0 | Standard | 695.46 | 35.400506 | No | 30.871491 | 0.000000 | Low_spent_Large_value_payments | 311.294340 | Standard | 368 |
| 28 | Writer | 68561.310 | 6 | 5 | 12 | 2 | 30 | 16 | 8.72 | 8.0 | Standard | 93.67 | 35.679391 | Yes | 58.021274 | 61.615400 | High_spent_Large_value_payments | 679.807576 | Poor | 364 |
| 26 | Lawyer | 33940.000 | 3 | 5 | 3 | 2 | 10 | 2 | 10.82 | 0.0 | Good | 947.25 | 34.472686 | No | 56.502790 | 207.237721 | Low_spent_Large_value_payments | 294.592823 | Standard | 328 |
| 40 | Manager | 145545.360 | 1 | 4 | 9 | 1 | 2 | 3 | 9.73 | 1.0 | Good | 168.33 | 36.064874 | No | 114.518451 | 293.157885 | High_spent_Large_value_payments | 1030.801664 | Standard | 259 |
| 22 | Mechanic | 60159.450 | 4 | 7 | 15 | 0 | 5 | 19 | 8.62 | 4.0 | Standard | 686.05 | 38.933365 | NM | 0.000000 | 383.528596 | Low_spent_Medium_value_payments | 394.000154 | Standard | 300 |
| 55 | Musician | 28741.710 | 5 | 5 | 9 | 2 | 9 | 3 | 2.86 | 7.0 | Good | 993.17 | 34.478974 | No | 28.028802 | 57.183346 | High_spent_Large_value_payments | 415.402103 | Good | 328 |
| 30 | Accountant | 121151.400 | 3 | 4 | 1 | 2 | 10 | 7 | 8.84 | 6.0 | Good | 42.69 | 32.167057 | No | 101.404872 | 311.083224 | High_spent_Medium_value_payments | 861.506904 | Standard | 348 |
| 46 | Architect | 106614.180 | 3 | 6 | 6 | 2 | 7 | 2 | 8.89 | 6.0 | Good | 40.71 | 28.460373 | No | 105.178651 | 511.048593 | High_spent_Small_value_payments | 558.824256 | Standard | 311 |
| 35 | Musician | 30619.560 | 5 | 7 | 16 | 6 | 9 | 20 | 17.12 | 6.0 | Standard | 711.08 | 34.929671 | Yes | 137.793167 | 179.739831 | High_spent_Small_value_payments | 212.930002 | Standard | 150 |
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