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| ID | Описание | Дата |
|---|---|---|
| cefc97ef-31aa-4116-a952-c113cf417f46 | facilitate granular interfaces | 1972-02-09 |
| 655d30f9-a3e8-42e1-94bf-53fd9788cde2 | reinvent end-to-end e-commerce | 2015-01-29 |
| 6346354d-18b6-488a-a95f-a6fa8e73756e | empower clicks-and-mortar info-mediaries | 1986-08-29 |
| e20f3e95-aafe-446c-b6c4-74431e2bcef0 | implement bleeding-edge e-services | 2004-01-22 |
| 3fce3c65-3fcf-4390-8eed-e2a5de201494 | reinvent intuitive communities | 2010-04-15 |
| 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 | Accountant | 49889.380 | 6 | 7 | 8 | 0 | 1 | 16 | 5.12 | 2.0 | Good | 1450.37 | 37.523581 | No | 0.000000 | 379.375260 | Low_spent_Large_value_payments | 326.569573 | Good | 333 |
| 26 | Scientist | 60585.080 | 8 | 6 | 8 | 2 | 22 | 0 | 4.16 | 5.0 | Good | 461.13 | 24.359772 | No | 84.260825 | 295.714924 | High_spent_Small_value_payments | 377.799918 | Standard | 297 |
| 37 | Media_Manager | 87070.000 | 8 | 7 | 10 | 0 | 12 | 12 | 12.69 | 4.0 | Standard | 381.06 | 26.439197 | Yes | 0.000000 | 534.281442 | Low_spent_Small_value_payments | 485.301891 | Standard | 303 |
| 49 | Manager | 16523.745 | 1 | 4 | 1 | 4 | 8 | 5 | 10.06 | 4.0 | Good | 455.49 | 33.738417 | No | 52.216169 | 199.204682 | Low_spent_Small_value_payments | 190.277024 | Good | 309 |
| 35 | Accountant | 89722.400 | 2 | 5 | 5 | 2 | 5 | 7 | 2.47 | 3.0 | Good | 1071.85 | 32.500324 | No | 101.942338 | 56.376398 | High_spent_Large_value_payments | 846.367931 | Good | 195 |
| 21 | Architect | 28230.080 | 8 | 5 | 19 | 2 | 14 | 18 | 16.49 | 1.0 | Standard | 1437.62 | 35.053879 | Yes | 36.864683 | 60.435804 | High_spent_Medium_value_payments | 402.850179 | Standard | 394 |
| 29 | Manager | 20194.190 | 5 | 7 | 19 | 0 | 6 | 14 | 7.85 | 7.0 | Standard | 189.79 | 35.778141 | Yes | 0.000000 | 204.037688 | Low_spent_Small_value_payments | 263.447228 | Standard | 354 |
| 44 | Accountant | 7689.715 | 6 | 5 | 30 | 8 | 20 | 22 | 8.83 | 10.0 | Bad | 1361.17 | 36.183816 | Yes | 39.729651 | 50.727548 | Low_spent_Small_value_payments | 251.723759 | Poor | 212 |
| 39 | Manager | 171873.320 | 3 | 5 | 11 | 0 | 6 | 2 | 4.03 | 2.0 | Good | 932.23 | 34.579179 | NM | 0.000000 | 1273.947368 | Low_spent_Small_value_payments | 444.630299 | Good | 0 |
| 33 | Media_Manager | 97009.440 | 1 | 7 | 2 | 0 | 11 | 5 | 7.53 | 3.0 | Good | 472.88 | 30.223253 | No | 0.000000 | 958.245761 | Low_spent_Small_value_payments | 157.466239 | Good | 260 |
| 15 | Architect | 69860.180 | 4 | 5 | 11 | 3 | 12 | 14 | 9.85 | 5.0 | Standard | 859.03 | 35.615582 | Yes | 92.558978 | 218.661009 | High_spent_Medium_value_payments | 500.848180 | Standard | 134 |
| 41 | Mechanic | 147510.760 | 3 | 7 | 8 | 0 | 27 | 1 | 4.97 | 3.0 | Good | 1461.38 | 38.312181 | No | 0.000000 | 91.276925 | High_spent_Large_value_payments | 1396.979408 | Poor | 196 |
| 51 | Entrepreneur | 36137.590 | 3 | 4 | 2 | 4 | 6 | 0 | 0.21 | 2.0 | Good | 1261.71 | 29.706452 | No | 73.140842 | 0.000000 | Low_spent_Large_value_payments | 303.098557 | Good | 0 |
| 48 | Engineer | 19462.925 | 1 | 1 | 8 | 4 | 8 | 10 | 5.51 | 3.0 | Good | 160.30 | 34.765590 | NM | 45.064231 | 37.618908 | High_spent_Large_value_payments | 318.507903 | Good | 384 |
| 54 | Doctor | 24057.730 | 3 | 7 | 13 | 3 | 11 | 15 | 9.73 | 1.0 | Standard | 633.61 | 35.914690 | No | 50.042471 | 17.003755 | High_spent_Large_value_payments | 400.934858 | Good | 237 |
| 36 | Media_Manager | 47458.540 | 3 | 3 | 8 | 4 | 5 | 12 | 7.60 | 6.0 | Standard | 566.05 | 29.007224 | Yes | 127.728648 | 210.577697 | Low_spent_Medium_value_payments | 327.781489 | Standard | 86 |
| 20 | Scientist | 73140.380 | 3 | 5 | 15 | 1 | 9 | 12 | 14.56 | 5.0 | Standard | 1056.32 | 32.895833 | Yes | 44.981592 | 77.973214 | High_spent_Large_value_payments | 696.948361 | Standard | 306 |
| 30 | Manager | 21131.710 | 8 | 5 | 17 | 1 | 5 | 10 | 11.55 | 4.0 | Standard | 34.15 | 32.520929 | Yes | 10.587151 | 118.387183 | Low_spent_Large_value_payments | 329.323250 | Standard | 158 |
| 20 | Developer | 79846.480 | 5 | 3 | 1 | 2 | 16 | 2 | 10.93 | 0.0 | Good | 1187.67 | 41.164070 | No | 132.508852 | 0.000000 | High_spent_Large_value_payments | 708.888194 | Poor | 0 |
| 20 | Entrepreneur | 29043.010 | 8 | 7 | 15 | 7 | 25 | 18 | 17.63 | 9.0 | Standard | 1434.58 | 34.304242 | Yes | 153.656041 | 20.450141 | High_spent_Large_value_payments | 298.518901 | Good | 211 |
| 40 | Media_Manager | 88402.960 | 4 | 5 | 6 | 0 | 17 | 8 | 15.48 | 0.0 | Standard | 885.12 | 36.791615 | Yes | 0.000000 | 612.366403 | Low_spent_Small_value_payments | 427.424930 | Standard | 380 |
| 40 | Media_Manager | 152796.760 | 2 | 5 | 1 | 0 | 6 | 3 | 3.74 | 5.0 | Good | 1265.86 | 41.108442 | NM | 0.000000 | 92.464257 | High_spent_Large_value_payments | 1432.042077 | Good | 219 |
| 54 | Teacher | 78113.560 | 0 | 4 | 9 | 2 | 8 | 10 | 10.28 | 2.0 | Good | 978.30 | 31.026250 | No | 103.398207 | 0.000000 | Low_spent_Medium_value_payments | 458.292630 | Poor | 296 |
| 23 | Media_Manager | 138079.960 | 2 | 4 | 8 | 0 | 7 | 9 | 9.87 | 4.0 | Good | 637.14 | 38.266653 | No | 0.000000 | 215.383938 | High_spent_Large_value_payments | 1159.582395 | Poor | 352 |
| 27 | Doctor | 16805.540 | 6 | 5 | 20 | 3 | 18 | 19 | 16.22 | 6.0 | Standard | 438.74 | 35.983924 | Yes | 24.430924 | 57.920314 | Low_spent_Small_value_payments | 352.794929 | Standard | 320 |
| 37 | Media_Manager | 48234.040 | 6 | 6 | 17 | 4 | 19 | 9 | 3.06 | 5.0 | Standard | 447.94 | 37.881002 | No | 153.559689 | 294.355965 | Low_spent_Small_value_payments | 270.934679 | Standard | 247 |
| 44 | Architect | 29894.700 | 4 | 3 | 19 | 7 | 20 | 13 | 10.33 | 6.0 | Standard | 1049.20 | 26.519104 | Yes | 95.870089 | 122.114901 | Low_spent_Medium_value_payments | 319.037511 | Good | 0 |
| 25 | Doctor | 139391.800 | 5 | 4 | 9 | 3 | 27 | 8 | 4.05 | 2.0 | Good | 611.96 | 28.380937 | No | 175.745080 | 732.839558 | Low_spent_Large_value_payments | 514.113695 | Poor | 398 |
| 20 | Lawyer | 18983.070 | 1 | 3 | 6 | 0 | 0 | 5 | 8.68 | 0.0 | Good | 1008.20 | 33.563166 | No | 0.000000 | 107.765509 | Low_spent_Small_value_payments | 320.626741 | Standard | 284 |
| 17 | Developer | 57920.580 | 8 | 5 | 16 | 3 | 16 | 8 | 19.03 | 9.0 | Standard | 1434.54 | 32.168858 | Yes | 107.279870 | 145.563365 | High_spent_Medium_value_payments | 461.228265 | Poor | 75 |
| 45 | Entrepreneur | 83158.260 | 1 | 2 | 10 | 4 | 0 | 9 | 1.56 | 4.0 | Good | 241.08 | 24.799932 | No | 186.877567 | 467.702449 | Low_spent_Small_value_payments | 338.805484 | Good | 270 |
| 44 | Doctor | 32625.590 | 0 | 5 | 8 | 4 | 7 | 13 | 2.55 | 3.0 | Good | 177.90 | 24.978572 | No | 73.125008 | 313.822098 | Low_spent_Small_value_payments | 195.332811 | Standard | 347 |
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