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| ID | Описание | Дата |
|---|---|---|
| d07784ea-0ba6-4f5e-bb03-948ff3c75141 | maximize virtual functionalities | 1987-04-29 |
| 3f06c5fd-c633-499c-9e93-6774dce80d0e | scale front-end methodologies | 2017-10-14 |
| b7ad81fd-945f-4a5d-8b4a-4b85569bcbfe | repurpose dot-com vortals | 1986-12-14 |
| 5883999a-226b-4cca-8d78-5d9394da7585 | monetize out-of-the-box content | 1994-06-23 |
| d31980b9-4845-402d-a925-1f6229b36ea5 | exploit rich infrastructures | 1981-12-23 |
| 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 | Lawyer | 50847.220 | 3 | 6 | 17 | 1 | 10 | 0 | 6.40 | 0.0 | Standard | 486.71 | 32.600124 | Yes | 23.783878 | 112.198219 | High_spent_Small_value_payments | 539.644736 | Standard | 272 |
| 50 | Musician | 18268.610 | 3 | 4 | 6 | 4 | 24 | 14 | 11.05 | 6.0 | Standard | 393.05 | 23.089970 | Yes | 42.078776 | 68.099889 | Low_spent_Medium_value_payments | 301.559751 | Standard | 309 |
| 27 | Mechanic | 55229.640 | 5 | 4 | 5 | 4 | 25 | 13 | 6.42 | 4.0 | Standard | 590.30 | 29.346445 | No | 124.495827 | 227.856024 | Low_spent_Large_value_payments | 400.995149 | Standard | 351 |
| 33 | Teacher | 18827.290 | 9 | 6 | 32 | 3 | 31 | 24 | 12.54 | 10.0 | Bad | 1370.06 | 32.984461 | Yes | 43.981191 | 22.149222 | High_spent_Large_value_payments | 322.363671 | Poor | 229 |
| 39 | Developer | 36791.900 | 6 | 7 | 20 | 3 | 26 | 19 | 1.60 | 4.0 | Standard | 145.60 | 28.665325 | NM | 57.301509 | 318.930015 | Low_spent_Small_value_payments | 191.067643 | Standard | 284 |
| 44 | Writer | 31748.410 | 7 | 6 | 14 | 0 | 13 | 8 | 13.28 | 1.0 | Standard | 1134.85 | 37.094280 | Yes | 0.000000 | 280.376272 | Low_spent_Small_value_payments | 268.493812 | Standard | 380 |
| 42 | Architect | 101029.590 | 3 | 5 | 9 | 3 | 30 | 15 | 10.02 | 5.0 | Standard | 267.98 | 36.434762 | Yes | 192.895013 | 428.651005 | Low_spent_Large_value_payments | 470.867232 | Standard | 0 |
| 55 | Musician | 31049.930 | 8 | 4 | 12 | 3 | 27 | 22 | 7.01 | 6.0 | Standard | 1217.19 | 39.037161 | No | 45.802796 | 55.893274 | Low_spent_Large_value_payments | 397.953346 | Standard | 292 |
| 29 | Writer | 28397.310 | 7 | 4 | 7 | 2 | 30 | 10 | 9.40 | 2.0 | Standard | 1398.33 | 26.032608 | No | 27.767024 | 64.324489 | Low_spent_Medium_value_payments | 399.852737 | Standard | 0 |
| 28 | Scientist | 122490.300 | 1 | 2 | 8 | 0 | 3 | 12 | 0.70 | 2.0 | Good | 874.85 | 36.495596 | No | 0.000000 | 204.582698 | High_spent_Large_value_payments | 1044.469802 | Good | 380 |
| 23 | Musician | 64996.980 | 3 | 5 | 12 | 2 | 26 | 12 | 24.69 | 3.0 | Standard | 340.81 | 26.165021 | Yes | 97.540603 | 301.380951 | High_spent_Small_value_payments | 382.619946 | Standard | 0 |
| 19 | Scientist | 79878.520 | 3 | 1 | 7 | 2 | 0 | 9 | 14.42 | 4.0 | Good | 189.33 | 37.701709 | No | 81.169991 | 160.606731 | High_spent_Medium_value_payments | 661.777611 | Good | 298 |
| 43 | Teacher | 41122.990 | 2 | 3 | 7 | 1 | 2 | 0 | 11.15 | 1.0 | Good | 439.94 | 35.565276 | No | 29.876241 | 339.256725 | Low_spent_Small_value_payments | 287.058618 | Good | 311 |
| 45 | Media_Manager | 20813.980 | 3 | 7 | 12 | 7 | 13 | 12 | 9.66 | 5.0 | Standard | 720.08 | 35.471920 | Yes | 83.331237 | 0.000000 | Low_spent_Small_value_payments | 174.398428 | Standard | 213 |
| 44 | Engineer | 66940.620 | 3 | 4 | 14 | 4 | 11 | 10 | 19.90 | 4.0 | Standard | 352.97 | 33.113656 | Yes | 164.211367 | 357.284529 | Low_spent_Large_value_payments | 320.242604 | Standard | 374 |
| 33 | Manager | 94609.020 | 7 | 7 | 7 | 1 | 17 | 9 | 15.07 | 6.0 | Standard | 707.52 | 32.568967 | NM | 52.857996 | 434.950690 | High_spent_Small_value_payments | 558.299814 | Standard | 351 |
| 22 | Teacher | 29674.930 | 3 | 4 | 10 | 3 | 6 | 13 | 7.46 | 0.0 | Good | 688.84 | 28.023259 | No | 46.604219 | 73.143694 | High_spent_Medium_value_payments | 398.443170 | Standard | 339 |
| 47 | Architect | 22063213.000 | 1 | 5 | 8 | 4 | 1 | 9 | 11.01 | 6.0 | Good | 78.47 | 37.801566 | No | 190.556751 | 345.787868 | Low_spent_Large_value_payments | 236.425714 | Good | 213 |
| 24 | Doctor | 17366.080 | 6 | 6 | 14 | 1 | 28 | 12 | 15.53 | 4.0 | Standard | 133.38 | 33.886725 | NM | 12.974549 | 114.819577 | Low_spent_Small_value_payments | 298.723207 | Standard | 226 |
| 26 | Writer | 36825.110 | 5 | 3 | 9 | 1 | 28 | 12 | 8.86 | 1.0 | Good | 520.36 | 38.798008 | No | 24.319836 | 0.000000 | Low_spent_Small_value_payments | 310.767982 | Standard | 221 |
| 19 | Media_Manager | 136399.960 | 6 | 6 | 19 | 1 | 20 | 12 | 12.31 | 7.0 | Standard | 347.51 | 23.808784 | Yes | 61.006734 | 1139.510653 | Low_spent_Small_value_payments | 240.548946 | Good | 87 |
| 25 | Accountant | 36661.930 | 6 | 3 | 10 | 4 | 15 | 0 | 3.16 | 0.0 | Standard | 314.26 | 37.776409 | No | 73.221279 | 250.797029 | Low_spent_Large_value_payments | 237.497775 | Standard | 353 |
| 27 | Writer | 43831.600 | 6 | 7 | 15 | 2 | 15 | 13 | 4.08 | 1.0 | Standard | 1231.16 | 37.616472 | No | 66.330238 | 97.199460 | Low_spent_Large_value_payments | 457.133636 | Standard | 329 |
| 38 | Doctor | 66554.310 | 4 | 6 | 15 | 3 | 14 | 19 | 0.12 | 5.0 | Standard | 485.70 | 25.414674 | No | 101.923115 | 319.577704 | Low_spent_Medium_value_payments | 432.918431 | Poor | 227 |
| 23 | Scientist | 86470.840 | 3 | 4 | 20 | 0 | 18 | 17 | 0.00 | 5.0 | Standard | 211.56 | 34.532501 | NM | 0.000000 | 59.705168 | High_spent_Large_value_payments | 886.385166 | Standard | 350 |
| 34 | Architect | 21709.070 | 3 | 4 | 8 | 0 | 8 | 2 | 11.52 | 7.0 | Good | 1047.30 | 38.975382 | No | 0.000000 | 163.006843 | Low_spent_Large_value_payments | 314.802074 | Good | 293 |
| 37 | Manager | 14996.235 | 3 | 6 | 16 | 5 | 22 | 21 | 13.83 | 5.0 | Standard | 1100.64 | 29.290410 | Yes | 61.647402 | 118.348423 | Low_spent_Small_value_payments | 253.972799 | Standard | 165 |
| 30 | Teacher | 24821.360 | 5 | 5 | 7 | 0 | 6 | 0 | 2.25 | 2.0 | Standard | 298.88 | 27.633488 | No | 0.000000 | 122.226220 | Low_spent_Small_value_payments | 378.418447 | Standard | 393 |
| 19 | Manager | 35650.020 | 7 | 4 | 20 | 2 | 24 | 22 | 17.28 | 4.0 | Standard | 770.37 | 27.009546 | Yes | 37.827914 | 340.797130 | Low_spent_Small_value_payments | 181.058456 | Standard | 241 |
| 32 | Engineer | 33652.170 | 2 | 5 | 8 | 1 | 10 | 10 | 4.07 | 1.0 | Good | 306.53 | 34.882852 | NM | 18.995377 | 281.501065 | Low_spent_Small_value_payments | 249.738308 | Good | 189 |
| 44 | Entrepreneur | 20227.380 | 7 | 8 | 28 | 6 | 51 | 19 | 2.79 | 8.0 | Bad | 1257.11 | 38.193358 | Yes | 72.864213 | 109.868491 | Low_spent_Small_value_payments | 258.928796 | Poor | 168 |
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