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| ID | Описание | Дата |
|---|---|---|
| 0f1b7220-2301-4c36-b7f3-7910bc5da51a | optimize customized communities | 1993-03-14 |
| 0a8a0cf6-09bb-4284-8c91-bc093e0e8e17 | optimize bleeding-edge platforms | 2018-10-07 |
| 80dba5a7-5fb4-4f1d-878d-2da6561a8389 | syndicate leading-edge applications | 1990-02-20 |
| 863e498d-e148-4e55-856a-b36a97b87584 | productize scalable content | 1973-08-21 |
| a97ebeff-15e2-493e-9c8f-b9987b0552c1 | architect virtual e-tailers | 2017-01-19 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | Media_Manager | 38685.980 | 1 | 5 | 3 | 2 | 7 | 12 | 1.24 | 5.0 | Good | 1340.41 | 25.529584 | No | 52.602515 | 205.411521 | Low_spent_Large_value_payments | 348.069131 | Good | 356 |
| 34 | Scientist | 101462.640 | 4 | 3 | 8 | 2 | 23 | 20 | 20.84 | 6.0 | Standard | 251.39 | 26.968888 | Yes | 113.900936 | 574.882546 | Low_spent_Medium_value_payments | 454.538518 | Standard | 177 |
| 31 | Accountant | 27269.100 | 3 | 3 | 9 | 1 | 29 | 11 | 11.10 | 0.0 | Standard | 1487.56 | 27.943167 | No | 19.622951 | 0.000000 | High_spent_Medium_value_payments | 371.357601 | Standard | 239 |
| 20 | Architect | 140135.240 | 7 | 6 | 14 | 0 | 18 | 17 | 18.21 | 6.0 | Standard | 929.51 | 36.314361 | Yes | 0.000000 | 467.862306 | Low_spent_Large_value_payments | 940.231361 | Standard | 385 |
| 50 | Teacher | 35991.910 | 3 | 4 | 3 | 3 | 9 | 2 | 4.84 | 3.0 | Good | 792.73 | 26.692422 | No | 60.506072 | 71.007299 | High_spent_Large_value_payments | 400.519213 | Good | 200 |
| 20 | Engineer | 132180.240 | 5 | 7 | 8 | 2 | 5 | 3 | 4.52 | 4.0 | Good | 747.86 | 26.325106 | No | 155.161834 | 931.105163 | Low_spent_Medium_value_payments | 305.635003 | Standard | 0 |
| 45 | Engineer | 24282.150 | 4 | 6 | 6 | 0 | 29 | 15 | 4.92 | 0.0 | Good | 923.75 | 32.641304 | No | 0.000000 | 43.875846 | High_spent_Small_value_payments | 403.675404 | Good | 389 |
| 19 | Media_Manager | 29297.140 | 2 | 5 | 1 | 0 | 12 | 4 | 0.80 | 4.0 | Good | 1214.42 | 31.972223 | No | 0.000000 | 112.259734 | Low_spent_Small_value_payments | 393.983100 | Good | 273 |
| 18 | Developer | 71625.200 | 4 | 2 | 2 | 0 | 11 | 3 | 2.74 | 3.0 | Good | 461.75 | 32.621097 | No | 0.000000 | 246.557244 | Low_spent_Large_value_payments | 626.619423 | Good | 249 |
| 40 | Manager | 50063.360 | 5 | 7 | 9 | 4 | 18 | 15 | 7.38 | 3.0 | Standard | 608.79 | 36.231958 | No | 127.379613 | 102.600762 | High_spent_Medium_value_payments | 411.014292 | Standard | 285 |
| 55 | Engineer | 74457.800 | 0 | 4 | 10 | 1 | 4 | 0 | 4.41 | 4.0 | Good | 81.90 | 34.800641 | No | 41.178965 | 496.843043 | Low_spent_Large_value_payments | 379.459658 | Good | 289 |
| 20 | Lawyer | 35699.530 | 6 | 5 | 13 | 0 | 27 | 13 | 7.23 | 5.0 | Standard | 397.35 | 35.435720 | Yes | 0.000000 | 194.361610 | Low_spent_Small_value_payments | 382.134474 | Standard | 364 |
| 28 | Engineer | 18354.805 | 0 | 3 | 8 | 1 | 22 | 7 | 5.85 | 4.0 | Good | 863.63 | 29.958419 | No | 13.915906 | 195.785126 | Low_spent_Small_value_payments | 226.055676 | Poor | 209 |
| 39 | Engineer | 52820.160 | 6 | 4 | 5 | 2 | 5 | 12 | 1.27 | 0.0 | Good | 1173.99 | 36.861350 | No | 81.533462 | 0.000000 | Low_spent_Medium_value_payments | 376.729594 | Good | 343 |
| 17 | Teacher | 15157.250 | 8 | 10 | 24 | 5 | 52 | 24 | 6.01 | 6.0 | Bad | 1448.71 | 25.214321 | Yes | 41.935689 | 74.302882 | Low_spent_Medium_value_payments | 272.971845 | Poor | 66 |
| 32 | Mechanic | 128501.800 | 3 | 8 | 7 | 3 | 11 | 2 | 1.25 | 0.0 | Good | 833.92 | 35.670657 | NM | 175.347940 | 298.132856 | High_spent_Medium_value_payments | 838.967537 | Standard | 349 |
| 19 | Teacher | 39145.960 | 7 | 7 | 19 | 2 | 20 | 9 | 7.63 | 4.0 | Standard | 1004.26 | 38.935705 | No | 52.997101 | 112.618321 | Low_spent_Medium_value_payments | 460.100912 | Standard | 260 |
| 21 | Accountant | 57326.490 | 3 | 5 | 13 | 2 | 13 | 0 | 11.24 | 3.0 | Standard | 1040.21 | 29.015015 | No | 55.245005 | 575.361174 | Low_spent_Small_value_payments | 163.614571 | Standard | 277 |
| 40 | Media_Manager | 116184.440 | 5 | 7 | 5 | 1 | 19 | 0 | 11.88 | 2.0 | Good | 804.90 | 41.645030 | No | 91.250492 | 96.703710 | High_spent_Large_value_payments | 997.449465 | Poor | 189 |
| 30 | Scientist | 135200.120 | 3 | 5 | 1 | 0 | 17 | 8 | 2.78 | 2.0 | Good | 861.39 | 41.416204 | No | 0.000000 | 245.725821 | High_spent_Large_value_payments | 1138.041846 | Poor | 252 |
| 36 | Writer | 146399.880 | 1 | 5 | 10 | 1 | 10 | 3 | 2.61 | 2.0 | Good | 1246.47 | 24.442937 | No | 69.432733 | 1203.866546 | Low_spent_Medium_value_payments | 248.399721 | Poor | 376 |
| 44 | Accountant | 118884.000 | 5 | 6 | 8 | 0 | 14 | 3 | 8.29 | 3.0 | Good | 830.63 | 43.387992 | No | 0.000000 | 86.226215 | High_spent_Large_value_payments | 1120.273785 | Standard | 251 |
| 19 | Teacher | 12416.060 | 7 | 5 | 20 | 0 | 19 | 15 | 7.10 | 7.0 | Standard | 899.73 | 29.621786 | Yes | 0.000000 | 44.759785 | High_spent_Small_value_payments | 332.407381 | Standard | 96 |
| 33 | Architect | 17131.345 | 7 | 5 | 14 | 5 | 19 | 19 | 15.48 | 12.0 | Standard | 429.69 | 29.823287 | Yes | 61.374702 | 81.033291 | High_spent_Small_value_payments | 274.553215 | Standard | 205 |
| 15 | Media_Manager | 46271.320 | 3 | 5 | 7 | 6 | 8 | 15 | 12.54 | 5.0 | Standard | 640.52 | 36.389864 | Yes | 175.421244 | 197.185223 | Low_spent_Large_value_payments | 307.987867 | Standard | 200 |
| 53 | Writer | 15617.350 | 0 | 2 | 1 | 3 | 7 | 1 | 0.57 | 1.0 | Good | 258.68 | 41.230254 | No | 26.450468 | 176.968835 | Low_spent_Small_value_payments | 244.525281 | Standard | 292 |
| 38 | Scientist | 36871.280 | 3 | 3 | 13 | 3 | 11 | 12 | 19.05 | 8.0 | Standard | 331.50 | 30.528539 | Yes | 61.930736 | 223.039367 | Low_spent_Medium_value_payments | 309.190563 | Standard | 215 |
| 29 | Manager | 42951.620 | 0 | 3 | 5 | 4 | 13 | 7 | 11.70 | 4.0 | Good | 1077.34 | 34.399772 | No | 80.514383 | 0.000000 | High_spent_Medium_value_payments | 408.217041 | Good | 282 |
| 42 | Accountant | 52395.840 | 6 | 3 | 6 | 4 | 28 | 18 | 11.46 | 6.0 | Standard | 774.35 | 26.184352 | No | 108.543974 | 56.568245 | High_spent_Large_value_payments | 502.719781 | Standard | 375 |
| 30 | Manager | 128585.520 | 4 | 4 | 7 | 1 | 22 | 10 | 7.32 | 6.0 | Good | 1000.37 | 34.488837 | No | 73.485679 | 633.687186 | Low_spent_Large_value_payments | 630.273136 | Poor | 0 |
| 51 | Musician | 21167.555 | 2 | 7 | 9 | 3 | 12 | 2 | 5.38 | 2.0 | Good | 1286.57 | 26.485660 | No | 40.335282 | 94.463764 | Low_spent_Large_value_payments | 318.197245 | Poor | 363 |
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