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| ID | Описание | Дата |
|---|---|---|
| 6a7f0832-21bb-46fa-b325-05640df31500 | expedite viral applications | 2005-03-24 |
| f952668e-755d-4b85-9e7d-976aacd381e7 | morph virtual supply-chains | 2015-10-18 |
| ec9c2b3f-e29f-4052-9976-bc2ca8f1ef1a | synthesize bricks-and-clicks experiences | 1978-04-29 |
| 4e79b768-a348-4846-adbb-03bf5bf1720a | deploy frictionless channels | 2002-10-17 |
| be2034f9-5256-4452-9071-bd01fac98c9c | integrate global functionalities | 1991-12-05 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | Accountant | 86522.720 | 8 | 5 | 13 | 1 | 16 | 13 | 15.51 | 8.0 | Standard | 455.22 | 28.476740 | Yes | 45.264681 | 472.948422 | Low_spent_Medium_value_payments | 471.609564 | Standard | 338 |
| 18 | Architect | 13486.615 | 8 | 6 | 8 | 2 | 8 | 8 | 11.26 | 1.0 | Good | 45.37 | 27.740065 | NM | 14.724662 | 113.202003 | Low_spent_Small_value_payments | 262.461793 | Standard | 223 |
| 40 | Musician | 68110.830 | 5 | 7 | 9 | 3 | 23 | 14 | 19.13 | 1.0 | Standard | 147.77 | 32.226838 | Yes | 102.691062 | 61.998126 | High_spent_Large_value_payments | 622.301062 | Poor | 365 |
| 26 | Mechanic | 20380.510 | 8 | 3 | 20 | 5 | 6 | 15 | 9.50 | 12.0 | Standard | 153.70 | 28.577028 | Yes | 57.299498 | 0.000000 | Low_spent_Medium_value_payments | 271.010475 | Standard | 161 |
| 25 | Lawyer | 131931.120 | 5 | 5 | 12 | 2 | 7 | 3 | 3.19 | 4.0 | Good | 1381.10 | 37.940195 | No | 177.893492 | 548.595322 | Low_spent_Medium_value_payments | 658.037187 | Standard | 216 |
| 44 | Writer | 107626.590 | 3 | 5 | 11 | 3 | 28 | 15 | 11.10 | 8.0 | Standard | 914.63 | 38.640793 | Yes | 163.802794 | 183.713814 | High_spent_Medium_value_payments | 812.071642 | Standard | 220 |
| 49 | Mechanic | 19271.825 | 0 | 4 | 7 | 0 | 11 | 9 | 8.51 | 8.0 | Good | 113.02 | 22.931196 | NM | 0.000000 | 149.784030 | Low_spent_Medium_value_payments | 320.814511 | Good | 216 |
| 26 | Media_Manager | 121453.360 | 1 | 6 | 11 | 2 | 9 | 4 | 5.56 | 3.0 | Good | 338.28 | 28.187177 | No | 142.604443 | 317.212123 | Low_spent_Large_value_payments | 818.594767 | Poor | 272 |
| 32 | Entrepreneur | 56795.280 | 6 | 7 | 8 | 4 | 21 | 11 | 14.31 | 7.0 | Standard | 1344.35 | 33.395319 | Yes | 147.896043 | 241.870319 | Low_spent_Small_value_payments | 352.327638 | Standard | 270 |
| 21 | Engineer | 27910.590 | 3 | 7 | 14 | 2 | 29 | 18 | 12.96 | 4.0 | Standard | 229.47 | 33.326720 | Yes | 36.628734 | 52.823728 | High_spent_Small_value_payments | 430.435788 | Poor | 346 |
| 21 | Lawyer | 29949.100 | 3 | 3 | 6 | 7 | 8 | 20 | 9.87 | 5.0 | Standard | 1316.19 | 37.033661 | NM | 148.997444 | 163.908208 | High_spent_Small_value_payments | 189.070181 | Standard | 242 |
| 41 | Media_Manager | 44456.600 | 4 | 3 | 6 | 2 | 2 | 11 | 2.25 | 4.0 | Good | 1181.27 | 41.113721 | No | 43.848257 | 116.701234 | High_spent_Medium_value_payments | 452.322175 | Standard | 207 |
| 39 | Engineer | 94529.820 | 3 | 5 | 10 | 0 | 21 | 14 | 13.32 | 8.0 | Standard | 731.94 | 37.859137 | Yes | 0.000000 | 994.736338 | Low_spent_Small_value_payments | 110.612162 | Good | 320 |
| 52 | Architect | 77439.870 | 3 | 4 | 13 | 2 | 20 | 9 | 3.34 | 2.0 | Standard | 879.87 | 34.936504 | No | 71.515841 | 0.000000 | Low_spent_Large_value_payments | 425.226064 | Standard | 182 |
| 47 | Doctor | 120171.480 | 5 | 5 | 2 | 2 | 12 | 12 | 1.48 | 5.0 | Good | 883.91 | 26.556473 | No | 139.710373 | 151.995539 | High_spent_Medium_value_payments | 951.623088 | Standard | 371 |
| 41 | Scientist | 20328.250 | 5 | 4 | 16 | 0 | 21 | 17 | 17.19 | 5.0 | Standard | 1025.98 | 28.320045 | Yes | 0.000000 | 59.161546 | High_spent_Medium_value_payments | 346.940537 | Standard | 0 |
| 24 | Architect | 68911.260 | 8 | 6 | 20 | 2 | 23 | 10 | 11.50 | 9.0 | Standard | 174.74 | 31.771295 | Yes | 81.890725 | 111.247886 | High_spent_Medium_value_payments | 644.021889 | Standard | 230 |
| 51 | Media_Manager | 40639.060 | 1 | 1 | 3 | 0 | 0 | 0 | 2.50 | 4.0 | Good | 853.92 | 30.562916 | No | 0.000000 | 88.788136 | High_spent_Small_value_payments | 528.470697 | Good | 278 |
| 50 | Musician | 25757.560 | 6 | 5 | 14 | 2 | 19 | 16 | 9.02 | 4.0 | Standard | 912.72 | 33.720162 | No | 41.705851 | 119.198333 | Low_spent_Small_value_payments | 349.642149 | Poor | 193 |
| 28 | Architect | 35511.530 | 6 | 4 | 20 | 3 | 7 | 17 | 14.09 | 0.0 | Standard | 1109.03 | 33.075568 | Yes | 69.966562 | 44.109790 | High_spent_Large_value_payments | 441.353064 | Standard | 290 |
| 20 | Accountant | 57563.940 | 4 | 7 | 18 | 0 | 25 | 18 | 7.03 | 7.0 | Standard | 1443.00 | 26.683031 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 155.142130 | Standard | 212 |
| 20 | Musician | 22815.000 | 3 | 4 | 17 | 3 | 11 | 11 | 11.18 | 7.0 | Standard | 182.75 | 29.292741 | Yes | 41.533320 | 0.000000 | Low_spent_Small_value_payments | 228.467955 | Poor | 216 |
| 22 | Journalist | 69324.200 | 2 | 3 | 7 | 1 | 6 | 1 | 5.02 | 3.0 | Good | 155.04 | 33.951570 | No | 53.881242 | 108.148610 | High_spent_Large_value_payments | 667.571815 | Good | 328 |
| 53 | Lawyer | 42359.240 | 7 | 5 | 11 | 0 | 25 | 19 | 8.82 | 4.0 | Standard | 164.09 | 30.669159 | No | 0.000000 | 139.147489 | Low_spent_Large_value_payments | 506.546178 | Standard | 299 |
| 23 | Writer | 15820.755 | 7 | 4 | 9 | 2 | 12 | 13 | 16.70 | 5.0 | Standard | 590.29 | 30.904804 | Yes | 17.780309 | 161.216915 | Low_spent_Small_value_payments | 271.642401 | Standard | 337 |
| 38 | Engineer | 33816.410 | 4 | 4 | 8 | 0 | 10 | 4 | 4.36 | 7.0 | Good | 308.06 | 30.522417 | No | 0.000000 | 186.772870 | Low_spent_Large_value_payments | 360.430547 | Good | 217 |
| 53 | Teacher | 73455.030 | 8 | 4 | 7 | 2 | 10 | 8 | 1.83 | 7.0 | Standard | 833.37 | 35.242951 | No | 86.494801 | 141.614336 | High_spent_Large_value_payments | 648.616113 | Standard | 356 |
| 17 | Media_Manager | 34243.280 | 7 | 10 | 18 | 7 | 28 | 23 | 10.92 | 11.0 | Bad | 1405.24 | 34.186463 | Yes | 195.099790 | 139.370966 | Low_spent_Medium_value_payments | 204.989911 | Poor | 62 |
| 36 | Lawyer | 36875.140 | 7 | 5 | 13 | 4 | 29 | 16 | 18.42 | 3.0 | Standard | 473.60 | 34.087172 | Yes | 109.894387 | 107.134855 | High_spent_Medium_value_payments | 317.563591 | Standard | 188 |
| 42 | Musician | 39649.740 | 5 | 3 | 5 | 0 | 15 | 9 | 1.47 | 7.0 | Good | 1338.65 | 33.548010 | No | 0.000000 | 103.135274 | High_spent_Medium_value_payments | 454.679226 | Standard | 262 |
| 45 | Engineer | 109744.860 | 8 | 4 | 19 | 1 | 20 | 13 | 13.33 | 2.0 | Standard | 55.20 | 38.746335 | Yes | 72.516053 | 240.047491 | High_spent_Medium_value_payments | 829.076956 | Standard | 388 |
| 44 | Manager | 12821.845 | 7 | 6 | 17 | 1 | 13 | 17 | 2.76 | 2.0 | Standard | 1475.23 | 25.183714 | NM | 10.211494 | 23.717582 | Low_spent_Medium_value_payments | 330.119633 | Standard | 218 |
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