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| ID | Описание | Дата |
|---|---|---|
| 5dd5a655-0c06-4a69-a3bb-8f93104f5004 | transform vertical schemas | 2011-07-29 |
| 325a4902-9b1d-4e06-923f-e8328dc79d95 | drive value-added content | 1979-02-23 |
| 73b3f461-bc1b-406b-98fe-cb11bbc3fbd8 | matrix distributed bandwidth | 1997-01-23 |
| c16eecdf-8cc4-4dfe-a808-3c7fcbab9084 | visualize wireless bandwidth | 1979-03-29 |
| 3f0caf86-5ae3-4eac-9bff-fcd3c7633fed | extend granular partnerships | 1996-02-06 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | Journalist | 27865.260 | 4 | 3 | 6 | 1 | 22 | 16 | 19.05 | 5.0 | Standard | 635.59 | 36.100280 | Yes | 17.698443 | 153.611166 | Low_spent_Small_value_payments | 379.300890 | Poor | 0 |
| 36 | Developer | 39579.600 | 6 | 5 | 10 | 6 | 19 | 13 | 17.69 | 5.0 | Standard | 634.77 | 34.147246 | Yes | 127.940399 | 297.658952 | Low_spent_Large_value_payments | 165.030649 | Standard | 204 |
| 18 | Engineer | 62956.560 | 8 | 4 | 16 | 5 | 7 | 9 | 9.01 | 5.0 | Standard | 77.34 | 33.157242 | Yes | 135.379593 | 91.653337 | High_spent_Large_value_payments | 527.705070 | Standard | 66 |
| 29 | Doctor | 18002.675 | 6 | 3 | 10 | 3 | 27 | 12 | 0.94 | 6.0 | Good | 698.05 | 31.935603 | No | 34.032496 | 120.291540 | Low_spent_Medium_value_payments | 268.698256 | Good | 338 |
| 55 | Media_Manager | 67850.160 | 5 | 6 | 10 | 3 | 24 | 18 | 1.17 | 5.0 | Standard | 654.06 | 36.892228 | NM | 101.050467 | 514.201866 | Low_spent_Medium_value_payments | 216.765667 | Standard | 398 |
| 42 | Mechanic | 129680.280 | 8 | 3 | 5 | 2 | 27 | 15 | 16.65 | 6.0 | Standard | 240.27 | 35.752720 | Yes | 114.165609 | 114.724450 | High_spent_Large_value_payments | 1075.478941 | Standard | 0 |
| 52 | Developer | 17839.110 | 3 | 3 | 1 | 2 | 15 | 9 | 7.43 | 4.0 | Good | 520.94 | 39.847691 | No | 23.589994 | 90.837463 | High_spent_Small_value_payments | 303.631793 | Standard | 249 |
| 30 | Architect | 28485.710 | 1 | 6 | 7 | 3 | 2 | 0 | 9.33 | 1.0 | Good | 939.54 | 36.659237 | No | 51.289931 | 156.776421 | Low_spent_Medium_value_payments | 312.114565 | Poor | 0 |
| 31 | Journalist | 17517.550 | 8 | 7 | 4 | 0 | 8 | 17 | 10.07 | 6.0 | Good | 1321.23 | 30.558146 | No | 0.000000 | 85.308499 | Low_spent_Large_value_payments | 314.071084 | Good | 184 |
| 31 | Entrepreneur | 35520.480 | 3 | 5 | 4 | 0 | 8 | 9 | 4.63 | 6.0 | Good | 994.53 | 36.357350 | No | 0.000000 | 98.964864 | High_spent_Medium_value_payments | 420.739136 | Good | 392 |
| 52 | Lawyer | 63383.100 | 6 | 3 | 8 | 3 | 21 | 0 | 7.54 | 1.0 | Standard | 549.06 | 34.258819 | Yes | 151.434249 | 164.992075 | High_spent_Medium_value_payments | 477.966176 | Standard | 367 |
| 22 | Architect | 36298.360 | 3 | 4 | 9 | 2 | 10 | 0 | 4.38 | 2.0 | Good | 1044.75 | 38.443386 | No | 42.795231 | 170.823002 | Low_spent_Small_value_payments | 360.668100 | Good | 349 |
| 32 | Media_Manager | 32187.360 | 4 | 3 | 9 | 4 | 2 | 11 | 5.40 | 7.0 | Good | 366.87 | 37.210259 | No | 106.821939 | 214.374632 | Low_spent_Large_value_payments | 191.131428 | Standard | 0 |
| 39 | Scientist | 11100.590 | 7 | 6 | 13 | 4 | 11 | 19 | 6.67 | 4.0 | Standard | 465.87 | 36.290312 | Yes | 23.378109 | 54.064206 | Low_spent_Medium_value_payments | 311.262602 | Standard | 221 |
| 31 | Engineer | 35300.500 | 3 | 5 | 14 | 4 | 14 | 15 | 12.08 | 6.0 | Standard | 404.81 | 25.746711 | Yes | 106.104078 | 310.794260 | Low_spent_Small_value_payments | 170.372495 | Standard | 170 |
| 26 | Media_Manager | 59505.120 | 5 | 7 | 17 | 2 | 7 | 11 | 9.90 | 6.0 | Standard | 1491.91 | 32.041384 | Yes | 71.906897 | 78.181148 | High_spent_Medium_value_payments | 589.787955 | Standard | 116 |
| 38 | Developer | 18746.950 | 4 | 3 | 3 | 1 | 7 | 12 | 11.32 | 4.0 | Good | 1403.55 | 28.843510 | NM | 15.565165 | 127.918527 | Low_spent_Small_value_payments | 293.240892 | Standard | 277 |
| 32 | Scientist | 132123.840 | 0 | 2 | 1 | 0 | 10 | 10 | 1.45 | 2.0 | Good | 1445.31 | 41.400909 | No | 0.000000 | 150.436581 | High_spent_Large_value_payments | 1179.095419 | Good | 296 |
| 55 | Teacher | 79642.860 | 2 | 5 | 5 | 3 | 4 | 3 | 4.15 | 1.0 | Good | 911.67 | 36.172939 | No | 172.808916 | 143.293735 | High_spent_Medium_value_payments | 584.887849 | Standard | 364 |
| 30 | Entrepreneur | 56784.540 | 8 | 5 | 17 | 4 | 8 | 15 | 8.56 | 3.0 | Standard | 234.96 | 32.438955 | No | 146.676729 | 136.298271 | High_spent_Small_value_payments | 471.829500 | Standard | 203 |
| 37 | Mechanic | 21578.575 | 1 | 3 | 4 | 1 | 4 | 2 | 6.55 | 4.0 | Good | 881.05 | 39.864882 | NM | 11.614217 | 80.023988 | Low_spent_Small_value_payments | 348.283253 | Good | 347 |
| 44 | Teacher | 8787.900 | 8 | 5 | 18 | 5 | 8 | 20 | 9.13 | 9.0 | Standard | 234.47 | 32.004397 | Yes | 23.825375 | 63.222227 | Low_spent_Small_value_payments | 252.084898 | Good | 168 |
| 45 | Teacher | 29627.530 | 3 | 6 | 12 | 0 | 27 | 18 | 12.34 | 1.0 | Standard | 363.45 | 25.744308 | Yes | 0.000000 | 86.174014 | Low_spent_Small_value_payments | 421.822069 | Standard | 189 |
| 43 | Mechanic | 16117.630 | 6 | 9 | 26 | 2 | 32 | 24 | 7.83 | 9.0 | Bad | 1488.01 | 28.471192 | NM | 23.316808 | 68.982335 | Low_spent_Small_value_payments | 329.914441 | Standard | 202 |
| 14 | Writer | 11253.460 | 3 | 6 | 6 | 4 | 25 | 0 | 16.52 | 6.0 | Standard | 1381.81 | 33.719367 | Yes | 32.591082 | 73.497658 | Low_spent_Small_value_payments | 264.790094 | Standard | 190 |
| 15 | Engineer | 21642.160 | 8 | 7 | 16 | 3 | 24 | 0 | 11.29 | 7.0 | Standard | 1058.31 | 24.265137 | Yes | 33.058792 | 170.241517 | Low_spent_Large_value_payments | 271.551025 | Standard | 164 |
| 21 | Media_Manager | 73675.650 | 5 | 4 | 20 | 1 | 7 | 17 | 6.00 | 2.0 | Standard | 56.92 | 39.262964 | Yes | 31.606535 | 89.083520 | High_spent_Medium_value_payments | 736.673695 | Standard | 0 |
| 27 | Lawyer | 41848.260 | 8 | 7 | 11 | 1 | 15 | 17 | 5.61 | 2.0 | Standard | 616.98 | 26.288514 | No | 31.725746 | 135.312703 | High_spent_Medium_value_payments | 440.797051 | Standard | 393 |
| 49 | Lawyer | 20770.600 | 7 | 4 | 17 | 3 | 14 | 10 | 2.82 | 4.0 | Standard | 167.61 | 23.692194 | No | 35.370815 | 31.714823 | High_spent_Large_value_payments | 351.402694 | Standard | 302 |
| 49 | Engineer | 143665.120 | 0 | 4 | 2 | 0 | 4 | 3 | 6.77 | 5.0 | Good | 93.25 | 45.151081 | No | 0.000000 | 176.638916 | High_spent_Large_value_payments | 1280.170417 | Poor | 346 |
| 36 | Teacher | 29969.660 | 8 | 6 | 18 | 1 | 24 | 18 | 11.97 | 5.0 | Standard | 157.07 | 34.689298 | NM | 14.380462 | 50.840567 | High_spent_Medium_value_payments | 426.626138 | Standard | 272 |
| 50 | Musician | 19809.270 | 5 | 5 | 8 | 1 | 2 | 0 | 7.23 | 2.0 | Good | 562.34 | 34.673978 | No | 14.058627 | 22.954312 | High_spent_Large_value_payments | 374.164311 | Standard | 364 |
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