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| ID | Описание | Дата |
|---|---|---|
| 643d8978-1270-41ca-a002-35a9a7ccc849 | revolutionize dynamic methodologies | 1996-06-12 |
| 0050bf51-d212-4075-9c52-0d88696556d5 | extend cutting-edge e-services | 1987-08-07 |
| e73205d5-d7b0-4580-9096-0a697089e794 | facilitate ubiquitous action-items | 1976-07-26 |
| ac092684-b5c0-4b33-a7ff-9881a41de542 | transition synergistic relationships | 1993-03-07 |
| 6062def4-7060-4946-8b43-d57fb0a73a0e | deploy best-of-breed relationships | 2017-08-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48 | Accountant | 37071.200 | 1 | 6 | 6 | 4 | 14 | 8 | 11.56 | 3.0 | Good | 869.99 | 30.494309 | No | 74.690271 | 53.602384 | High_spent_Small_value_payments | 432.334012 | Standard | 227 |
| 35 | Architect | 39944.670 | 4 | 3 | 7 | 1 | 0 | 1 | 8.34 | 1.0 | Good | 364.95 | 37.319523 | No | 22.377777 | 101.273225 | High_spent_Medium_value_payments | 458.221248 | Good | 190 |
| 21 | Writer | 49178.480 | 8 | 4 | 9 | 4 | 14 | 17 | 17.98 | 1.0 | Standard | 1484.58 | 39.759748 | Yes | 116.019449 | 79.571448 | High_spent_Medium_value_payments | 451.629770 | Standard | 318 |
| 46 | Entrepreneur | 62719.360 | 1 | 7 | 1 | 2 | 8 | 1 | 5.15 | 5.0 | Good | 73.80 | 28.641604 | No | 58.315638 | 186.130326 | High_spent_Medium_value_payments | 537.115369 | Good | 363 |
| 28 | Developer | 73623.220 | 5 | 3 | 5 | 2 | 8 | 10 | 17.52 | 4.0 | Good | 74.48 | 28.292104 | No | 91.925549 | 86.474993 | High_spent_Medium_value_payments | 663.526292 | Standard | 380 |
| 35 | Scientist | 24376.200 | 4 | 7 | 10 | 1 | 16 | 16 | 8.30 | 1.0 | Standard | 1109.03 | 34.216319 | Yes | 10.835929 | 77.712125 | Low_spent_Small_value_payments | 429.286946 | Standard | 258 |
| 22 | Scientist | 32493.040 | 3 | 7 | 11 | 4 | 7 | 10 | 6.71 | 4.0 | Good | 412.23 | 27.909651 | No | 65.756480 | 35.838652 | High_spent_Large_value_payments | 388.780202 | Good | 332 |
| 26 | Media_Manager | 42277.830 | 8 | 4 | 14 | 2 | 6 | 10 | 12.59 | 6.0 | Standard | 1469.21 | 29.619549 | Yes | 59.411604 | 95.656601 | High_spent_Medium_value_payments | 467.347045 | Standard | 241 |
| 49 | Engineer | 25498.210 | 4 | 3 | 12 | 1 | 11 | 10 | 10.85 | 3.0 | Good | 573.77 | 24.519778 | No | 19.443722 | 122.105851 | Low_spent_Large_value_payments | 311.335511 | Standard | 359 |
| 19 | Mechanic | 20232.110 | 5 | 3 | 6 | 5 | 9 | 20 | 15.86 | 7.0 | Standard | 1104.60 | 29.797032 | Yes | 48.657766 | 126.787969 | Low_spent_Large_value_payments | 286.355182 | Standard | 112 |
| 24 | Accountant | 23363.330 | 5 | 3 | 19 | 2 | 5 | 11 | 8.38 | 2.0 | Standard | 1105.47 | 23.588023 | No | 38.085154 | 81.678502 | High_spent_Small_value_payments | 342.130761 | Standard | 394 |
| 16 | Mechanic | 143703.400 | 8 | 3 | 6 | 2 | 27 | 14 | 11.53 | 11.0 | Standard | 418.85 | 30.701515 | Yes | 168.705505 | 306.604738 | High_spent_Small_value_payments | 994.618091 | Standard | 0 |
| 37 | Media_Manager | 31244.710 | 3 | 4 | 8 | 0 | 1 | 12 | 2.63 | 0.0 | Good | 1203.18 | 40.746835 | No | 0.000000 | 258.187820 | Low_spent_Small_value_payments | 276.184763 | Good | 197 |
| 49 | Manager | 41617.680 | 2 | 5 | 2 | 4 | 4 | 9 | 2.49 | 1.0 | Good | 201.05 | 26.212321 | No | 94.461442 | 38.767678 | High_spent_Medium_value_payments | 451.784880 | Standard | 359 |
| 22 | Scientist | 71507.360 | 8 | 6 | 20 | 1 | 18 | 15 | 25.05 | 8.0 | Standard | 1223.00 | 26.785281 | Yes | 50.181377 | 132.976680 | High_spent_Large_value_payments | 664.136610 | Standard | 194 |
| 31 | Engineer | 15330.305 | 4 | 5 | 5 | 4 | 19 | 19 | 9.03 | 4.0 | Good | 672.49 | 34.865078 | No | 46.388945 | 69.407045 | Low_spent_Small_value_payments | 287.756552 | Good | 215 |
| 54 | Media_Manager | 33235.400 | 6 | 5 | 17 | 0 | 28 | 13 | 3.35 | 5.0 | Standard | 1056.33 | 27.592975 | No | 0.000000 | 75.074230 | High_spent_Medium_value_payments | 425.987437 | Good | 0 |
| 29 | Developer | 41810.590 | 0 | 5 | 5 | 3 | 18 | 3 | 0.62 | 4.0 | Good | 697.26 | 28.317805 | No | 70.797236 | 0.000000 | High_spent_Large_value_payments | 417.660129 | Good | 270 |
| 38 | Lawyer | 18102.960 | 5 | 5 | 18 | 5 | 6 | 0 | 11.79 | 8.0 | Standard | 99.73 | 35.983544 | Yes | 116.327089 | 84.952961 | Low_spent_Medium_value_payments | 277.494108 | Standard | 117 |
| 41 | Lawyer | 7577.175 | 5 | 5 | 22 | 6 | 19 | 20 | 8.84 | 11.0 | Standard | 1355.48 | 34.536491 | Yes | 25.238688 | 41.368199 | Low_spent_Small_value_payments | 256.636238 | Poor | 200 |
| 44 | Scientist | 29951.570 | 8 | 6 | 20 | 0 | 18 | 16 | 14.44 | 7.0 | Standard | 704.02 | 41.064273 | Yes | 0.000000 | 68.071416 | High_spent_Medium_value_payments | 407.425000 | Standard | 227 |
| 35 | Developer | 105596.280 | 7 | 7 | 19 | 1 | 11 | 16 | 7.17 | 3.0 | Standard | 459.52 | 35.914217 | NM | 46.549257 | 195.889631 | High_spent_Medium_value_payments | 864.130112 | Standard | 0 |
| 25 | Writer | 30912.380 | 3 | 1 | 7 | 1 | 0 | 4 | 11.49 | 0.0 | Good | 912.63 | 25.276850 | No | 14.285835 | 52.141833 | High_spent_Large_value_payments | 434.875499 | Good | 256 |
| 39 | Developer | 58380.600 | 7 | 5 | 27 | 4 | 58 | 18 | 9.94 | 12.0 | Standard | 1494.92 | 35.051621 | Yes | 160.051967 | 100.836857 | High_spent_Large_value_payments | 468.216176 | Poor | 115 |
| 26 | Doctor | 80673.300 | 7 | 4 | 7 | 4 | 16 | 12 | 13.17 | 5.0 | Standard | 326.98 | 25.323947 | Yes | 176.278910 | 186.672628 | High_spent_Small_value_payments | 579.325962 | Standard | 0 |
| 33 | Manager | 89992.980 | 8 | 4 | 15 | 0 | 12 | 10 | 1.16 | 1.0 | Standard | 739.86 | 37.426040 | Yes | 0.000000 | 230.162986 | High_spent_Medium_value_payments | 785.778514 | Standard | 359 |
| 27 | Mechanic | 106108.530 | 4 | 3 | 14 | 3 | 28 | 20 | 6.98 | 9.0 | Standard | 514.34 | 30.114867 | No | 157.741040 | 871.937391 | Low_spent_Medium_value_payments | 118.959319 | Standard | 225 |
| 45 | Developer | 27292.500 | 5 | 6 | 8 | 4 | 28 | 16 | 18.56 | 4.0 | Standard | 1434.18 | 36.871471 | Yes | 85.043877 | 178.525864 | Low_spent_Small_value_payments | 251.867760 | Standard | 75 |
| 18 | Architect | 77380.480 | 5 | 2 | 8 | 0 | 0 | 0 | 2.20 | 1.0 | Good | 486.34 | 29.082895 | No | 0.000000 | 126.106443 | High_spent_Small_value_payments | 795.730890 | Good | 240 |
| 23 | Scientist | 15160.610 | 3 | 3 | 7 | 4 | 14 | 0 | 5.89 | 4.0 | Good | 1168.42 | 39.611656 | No | 37.424320 | 120.979274 | Low_spent_Small_value_payments | 265.134823 | Poor | 384 |
| 52 | Musician | 119514.030 | 2 | 3 | 2 | 3 | 0 | 0 | 8.17 | 1.0 | Good | 499.12 | 28.854479 | No | 165.723772 | 261.797851 | Low_spent_Large_value_payments | 845.628627 | Good | 262 |
| 26 | Writer | 121274.240 | 2 | 7 | 10 | 2 | 10 | 0 | 8.22 | 6.0 | Good | 844.60 | 37.392812 | No | 167.431072 | 109.532774 | High_spent_Large_value_payments | 951.754821 | Standard | 329 |
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