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| ID | Описание | Дата |
|---|---|---|
| 8aec2cfa-b93a-4475-a080-28afc37d0f0c | implement rich deliverables | 2001-12-10 |
| d54a34f7-7102-43ea-a210-54073a3c8f94 | synergize back-end web services | 2023-02-25 |
| fac11e9f-bb22-4485-b978-cbecc90f9312 | strategize e-business architectures | 1989-04-02 |
| 60dafc66-446f-40de-a8df-0564e2b36daa | innovate holistic functionalities | 2015-09-14 |
| cf3e931f-2795-476a-816a-3acb08e469b3 | enhance collaborative technologies | 2009-09-13 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Journalist | 8875.135 | 8 | 9 | 27 | 2 | 29 | 14 | 18.46 | 12.0 | Standard | 1353.77 | 25.732031 | Yes | 9.058562 | 50.404981 | Low_spent_Large_value_payments | 309.495915 | Poor | 0 |
| 22 | Media_Manager | 82093.520 | 8 | 5 | 6 | 4 | 5 | 0 | 3.40 | 1.0 | Standard | 825.25 | 30.849334 | No | 188.833815 | 99.792050 | High_spent_Medium_value_payments | 618.786801 | Standard | 238 |
| 36 | Teacher | 42052.740 | 7 | 7 | 8 | 3 | 26 | 17 | 12.51 | 8.0 | Standard | 444.77 | 31.683005 | Yes | 66.535083 | 93.194468 | High_spent_Medium_value_payments | 469.309949 | Standard | 163 |
| 48 | Mechanic | 114201.560 | 3 | 7 | 12 | 1 | 2 | 6 | 4.26 | 1.0 | Good | 1490.40 | 39.365559 | No | 90.371061 | 73.955868 | High_spent_Large_value_payments | 1012.552737 | Standard | 333 |
| 35 | Manager | 21734.190 | 4 | 1 | 10 | 1 | 2 | 12 | 8.11 | 7.0 | Good | 263.20 | 26.778964 | No | 13.359059 | 96.099598 | High_spent_Small_value_payments | 307.759593 | Standard | 342 |
| 49 | Lawyer | 37813.970 | 5 | 6 | 11 | 2 | 13 | 5 | 4.91 | 4.0 | Good | 880.43 | 28.988675 | No | 36.017052 | 0.000000 | High_spent_Large_value_payments | 496.323768 | Standard | 221 |
| 46 | Engineer | 31254.230 | 0 | 6 | 4 | 4 | 12 | 2 | 8.94 | 1.0 | Good | 783.52 | 38.362642 | No | 74.503617 | 209.570339 | Low_spent_Large_value_payments | 252.477960 | Good | 355 |
| 52 | Architect | 42103.180 | 4 | 2 | 12 | 2 | 2 | 4 | 5.00 | 2.0 | Good | 725.53 | 31.030307 | NM | 42.468579 | 40.402048 | High_spent_Large_value_payments | 489.889206 | Good | 382 |
| 44 | Manager | 40678.440 | 8 | 4 | 19 | 1 | 15 | 0 | 12.93 | 7.0 | Standard | 1301.75 | 29.736615 | Yes | 32.866854 | 227.817353 | Low_spent_Small_value_payments | 392.502794 | Poor | 156 |
| 24 | Developer | 121622.840 | 0 | 3 | 12 | 2 | 10 | 3 | 9.02 | 1.0 | Good | 1391.33 | 39.678225 | No | 173.288300 | 231.970646 | High_spent_Medium_value_payments | 852.864721 | Good | 0 |
| 37 | Journalist | 60965.310 | 7 | 4 | 13 | 1 | 7 | 14 | 3.85 | 6.0 | Standard | 287.40 | 36.363003 | No | 28.650269 | 47.806845 | High_spent_Large_value_payments | 664.787136 | Standard | 353 |
| 25 | Mechanic | 44864.550 | 4 | 7 | 2 | 4 | 2 | 2 | 9.34 | 1.0 | Good | 441.24 | 28.966460 | No | 107.490080 | 97.421670 | High_spent_Medium_value_payments | 429.159500 | Standard | 386 |
| 47 | Lawyer | 45034.340 | 4 | 7 | 8 | 2 | 7 | 13 | 4.30 | 0.0 | Good | 36.56 | 34.972752 | No | 48.726394 | 163.050479 | Low_spent_Medium_value_payments | 470.409294 | Good | 280 |
| 37 | Teacher | 19744.640 | 3 | 6 | 34 | 3 | 21 | 10 | 11.10 | 6.0 | Standard | 1262.89 | 32.732284 | NM | 28.521276 | 38.866111 | Low_spent_Medium_value_payments | 357.751280 | Poor | 220 |
| 55 | Doctor | 22133.010 | 5 | 6 | 5 | 0 | 18 | 12 | 5.64 | 2.0 | Standard | 1071.74 | 28.901957 | No | 0.000000 | 159.885340 | Low_spent_Medium_value_payments | 278.456410 | Standard | 232 |
| 52 | Mechanic | 44184.710 | 5 | 5 | 11 | 0 | 14 | 0 | 8.64 | 5.0 | Good | 208.05 | 32.140498 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 488.535162 | Standard | 368 |
| 31 | Musician | 82995.820 | 2 | 2 | 10 | 2 | 9 | 10 | 2.05 | 5.0 | Good | 1424.11 | 25.285779 | No | 87.418038 | 377.366443 | Low_spent_Medium_value_payments | 524.447353 | Good | 0 |
| 32 | Media_Manager | 35022.760 | 6 | 4 | 11 | 3 | 29 | 18 | 5.00 | 3.0 | Standard | 794.33 | 30.921843 | No | 64.441106 | 0.000000 | High_spent_Medium_value_payments | 353.328463 | Standard | 271 |
| 28 | Lawyer | 73600.260 | 6 | 7 | 17 | 4 | 10 | 0 | 7.32 | 6.0 | Standard | 691.31 | 25.535194 | No | 177.363826 | 808.470403 | Low_spent_Small_value_payments | 0.000000 | Standard | 241 |
| 24 | Entrepreneur | 58609.640 | 1 | 2 | 3 | 3 | 10 | 1 | 2.02 | 3.0 | Good | 760.97 | 27.799453 | No | 140.976575 | 0.000000 | Low_spent_Large_value_payments | 171.765764 | Good | 366 |
| 36 | Musician | 108268.230 | 4 | 1 | 1 | 1 | 4 | 5 | 16.64 | 1.0 | Good | 192.94 | 34.872671 | No | 56.620713 | 762.465006 | Low_spent_Medium_value_payments | 378.049531 | Good | 191 |
| 41 | Manager | 131091.120 | 0 | 5 | 12 | 0 | 13 | 1 | 9.41 | 3.0 | Good | 367.77 | 36.032838 | No | 0.000000 | 517.640889 | Low_spent_Small_value_payments | 857.885111 | Good | 255 |
| 30 | Entrepreneur | 10196.610 | 8 | 7 | 20 | 6 | 14 | 12 | 14.88 | 9.0 | Standard | 699.60 | 26.592081 | Yes | 39.552255 | 10.068235 | High_spent_Large_value_payments | 247.851261 | Standard | 0 |
| 22 | Architect | 20655.070 | 7 | 5 | 9 | 2 | 15 | 13 | 9.88 | 5.0 | Standard | 1027.83 | 34.396030 | Yes | 27.516482 | 108.813630 | Low_spent_Small_value_payments | 326.295471 | Standard | 232 |
| 27 | Teacher | 97363.360 | 6 | 6 | 16 | 3 | 13 | 9 | 15.50 | 6.0 | Standard | 205.37 | 42.698257 | NM | 152.396913 | 0.000000 | High_spent_Large_value_payments | 718.280417 | Poor | 170 |
| 52 | Accountant | 59494.140 | 0 | 4 | 2 | 1 | 6 | 3 | 6.60 | 1.0 | Good | 662.71 | 41.539665 | No | 31.134101 | 247.288834 | Low_spent_Small_value_payments | 527.861565 | Good | 0 |
| 36 | Teacher | 34829.920 | 4 | 5 | 9 | 1 | 3 | 0 | 2.26 | 3.0 | Good | 211.51 | 28.619857 | No | 26.930854 | 46.778867 | High_spent_Large_value_payments | 469.439612 | Good | 0 |
| 46 | Architect | 43967.590 | 4 | 4 | 12 | 4 | 15 | 14 | 5.39 | 3.0 | Good | 69.61 | 39.024443 | No | 138.937513 | 503.693686 | Low_spent_Small_value_payments | 34.165384 | Good | 314 |
| 48 | Manager | 36990.530 | 0 | 5 | 1 | 3 | 6 | 4 | 4.58 | 0.0 | Good | 147.75 | 31.110959 | No | 68.155230 | 178.375123 | Low_spent_Large_value_payments | 307.124063 | Good | 251 |
| 37 | Accountant | 15291.670 | 4 | 5 | 20 | 1 | 13 | 14 | 14.26 | 2.0 | Standard | 121.04 | 36.967190 | Yes | 7.334973 | 89.555542 | Low_spent_Small_value_payments | 304.040068 | Poor | 296 |
| 43 | Doctor | 69445.680 | 7 | 7 | 1 | 0 | 22 | 19 | 1.47 | 2.0 | Good | 872.64 | 28.786702 | No | 0.000000 | 599.816579 | Low_spent_Medium_value_payments | 273.897421 | Good | 356 |
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