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| ID | Описание | Дата |
|---|---|---|
| 66c8ea30-a2b5-4fdf-801f-c30ca2795511 | morph collaborative schemas | 1977-10-10 |
| 9398407f-49be-4382-a501-e7f2e8d10055 | maximize transparent content | 1974-12-14 |
| da6a1e2b-fce4-460d-aead-20c04120af7c | drive efficient architectures | 1975-01-11 |
| 52f13ef4-9106-4745-8315-5e1dda2bdc54 | facilitate plug-and-play interfaces | 2021-06-17 |
| 3f799e08-1a37-428b-90a5-d78f4e1f2aa8 | benchmark ubiquitous channels | 2017-06-18 |
| 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 | Developer | 15305.460 | 0 | 7 | 2 | 2 | 14 | 1 | 10.95 | 0.0 | Good | 642.42 | 32.671152 | No | 20.301654 | 0.000000 | Low_spent_Large_value_payments | 333.420467 | Standard | 186 |
| 53 | Journalist | 33815.650 | 5 | 1 | 2 | 4 | 10 | 0 | 11.61 | 3.0 | Good | 91.55 | 28.510941 | No | 112.356688 | 185.594694 | Low_spent_Large_value_payments | 234.545701 | Good | 186 |
| 35 | Writer | 40602.720 | 4 | 6 | 14 | 3 | 11 | 11 | 8.08 | 7.0 | Standard | 1314.56 | 38.123831 | No | 96.203985 | 131.826903 | High_spent_Small_value_payments | 349.725112 | Standard | 362 |
| 34 | Musician | 60788.820 | 8 | 7 | 14 | 0 | 30 | 11 | 0.96 | 6.0 | Standard | 1463.41 | 34.843045 | No | 0.000000 | 124.764634 | High_spent_Medium_value_payments | 610.408866 | Standard | 204 |
| 23 | Manager | 155955.800 | 5 | 3 | 2 | 2 | 2 | 8 | 10.32 | 3.0 | Good | 233.93 | 28.562988 | No | 130.725309 | 583.054053 | Low_spent_Large_value_payments | 836.852304 | Good | 284 |
| 48 | Lawyer | 28225.490 | 1 | 4 | 6 | 0 | 13 | 0 | 9.23 | 4.0 | Good | 245.60 | 31.683917 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 377.397791 | Good | 256 |
| 25 | Mechanic | 102023.400 | 6 | 5 | 6 | 0 | 16 | 20 | 11.41 | 3.0 | Good | 271.96 | 37.854155 | No | 0.000000 | 90.727480 | High_spent_Large_value_payments | 1002.867520 | Poor | 268 |
| 24 | Media_Manager | 32584.150 | 5 | 3 | 3 | 2 | 2 | 4 | 8.23 | 1.0 | Good | 355.11 | 26.712167 | No | 42.412846 | 184.640494 | High_spent_Small_value_payments | 319.281244 | Standard | 218 |
| 50 | Doctor | 148678.440 | 3 | 4 | 1 | 1 | 13 | 6 | 7.66 | 0.0 | Good | 955.93 | 38.790591 | No | 109.174390 | 179.533621 | High_spent_Large_value_payments | 1186.678989 | Good | 191 |
| 55 | Teacher | 39558.720 | 9 | 7 | 13 | 3 | 35 | 9 | 6.50 | 4.0 | Standard | 957.41 | 35.030056 | Yes | 89.415110 | 185.286370 | Low_spent_Small_value_payments | 319.654519 | Standard | 230 |
| 51 | Musician | 24353.630 | 6 | 7 | 11 | 1 | 26 | 13 | 17.24 | 4.0 | Standard | 806.40 | 27.760988 | Yes | 15.465946 | 60.921491 | High_spent_Medium_value_payments | 358.759479 | Standard | 0 |
| 21 | Doctor | 19681.080 | 4 | 4 | 16 | 3 | 19 | 8 | 10.41 | 1.0 | Standard | 1122.31 | 33.636478 | NM | 33.870708 | 59.594504 | High_spent_Small_value_payments | 311.943788 | Standard | 221 |
| 50 | Teacher | 18128.100 | 3 | 3 | 12 | 4 | 5 | 20 | 11.91 | 2.0 | Standard | 372.17 | 37.199717 | Yes | 56.649159 | 52.808673 | Low_spent_Medium_value_payments | 343.509667 | Standard | 257 |
| 48 | Architect | 73639.720 | 6 | 7 | 18 | 0 | 28 | 14 | 15.06 | 3.0 | Standard | 1433.03 | 27.765599 | Yes | 0.000000 | 256.497094 | High_spent_Medium_value_payments | 605.467239 | Standard | 234 |
| 54 | Lawyer | 20867.670 | 6 | 6 | 5 | 3 | 5 | 21 | 10.34 | 2.0 | Standard | 912.86 | 30.199803 | NM | 46.667521 | 86.707858 | Low_spent_Small_value_payments | 326.221871 | Standard | 266 |
| 26 | Scientist | 85721.820 | 4 | 3 | 8 | 0 | 14 | 4 | 8.82 | 4.0 | Good | 1149.07 | 37.008721 | No | 0.000000 | 359.075612 | Low_spent_Large_value_payments | 629.172888 | Poor | 375 |
| 25 | Doctor | 28097.200 | 0 | 7 | 4 | 0 | 10 | 9 | 4.44 | 0.0 | Good | 644.34 | 24.753159 | No | 0.000000 | 91.789296 | Low_spent_Large_value_payments | 417.954037 | Good | 354 |
| 42 | Scientist | 61737.940 | 5 | 3 | 20 | 3 | 12 | 20 | 8.38 | 3.0 | Standard | 161.00 | 29.410657 | No | 111.637277 | 112.032981 | High_spent_Small_value_payments | 525.212576 | Standard | 0 |
| 52 | Mechanic | 72740.960 | 5 | 4 | 16 | 4 | 20 | 20 | 13.01 | 3.0 | Standard | 724.81 | 31.823493 | Yes | 152.739894 | 783.621739 | Low_spent_Small_value_payments | 0.000000 | Good | 232 |
| 55 | Architect | 81583.000 | 1 | 7 | 10 | 3 | 7 | 7 | 16.68 | 3.0 | Good | 328.19 | 38.998325 | No | 139.631035 | 325.034967 | Low_spent_Medium_value_payments | 484.092332 | Standard | 0 |
| 21 | Architect | 25444.950 | 8 | 6 | 10 | 2 | 21 | 17 | 4.22 | 12.0 | Standard | 249.67 | 27.341874 | Yes | 30.781695 | 38.993649 | High_spent_Large_value_payments | 404.465906 | Standard | 196 |
| 22 | Journalist | 12246.215 | 8 | 6 | 18 | 2 | 19 | 14 | 9.32 | 3.0 | Standard | 641.98 | 23.153949 | Yes | 13.783563 | 81.378283 | Low_spent_Medium_value_payments | 302.989946 | Standard | 279 |
| 33 | Entrepreneur | 17423.690 | 6 | 5 | 15 | 0 | 19 | 11 | 16.74 | 7.0 | Standard | 1158.96 | 34.251338 | Yes | 0.000000 | 155.445817 | Low_spent_Medium_value_payments | 295.351600 | Standard | 379 |
| 32 | Developer | 75175.460 | 4 | 1 | 7 | 2 | 11 | 6 | 7.13 | 4.0 | Good | 170.62 | 33.946492 | NM | 100.379207 | 80.851919 | High_spent_Medium_value_payments | 718.031041 | Good | 237 |
| 46 | Journalist | 24363.780 | 3 | 3 | 19 | 2 | 8 | 16 | 15.79 | 4.0 | Standard | 242.11 | 29.129766 | Yes | 32.817555 | 70.406578 | Low_spent_Small_value_payments | 366.007368 | Standard | 384 |
| 22 | Writer | 42870.090 | 5 | 4 | 12 | 4 | 18 | 20 | 20.02 | 8.0 | Standard | 840.82 | 28.371482 | Yes | 106.623007 | 227.190280 | High_spent_Small_value_payments | 304.437464 | Standard | 215 |
| 34 | Mechanic | 71551.180 | 8 | 3 | 8 | 4 | 16 | 9 | 15.44 | 5.0 | Standard | 697.67 | 25.771769 | Yes | 160.200037 | 57.596856 | High_spent_Large_value_payments | 615.862941 | Standard | 217 |
| 43 | Writer | 34774.650 | 6 | 4 | 17 | 5 | 16 | 13 | 8.02 | 4.0 | Standard | 887.48 | 35.946277 | Yes | 78.408726 | 198.554646 | High_spent_Small_value_payments | 275.625378 | Standard | 183 |
| 28 | Writer | 35413.430 | 6 | 4 | 6 | 3 | 5 | 12 | 4.48 | 5.0 | Standard | 381.28 | 36.547630 | Yes | 67.252877 | 274.726884 | Low_spent_Small_value_payments | 234.032155 | Poor | 394 |
| 43 | Entrepreneur | 93139.650 | 3 | 6 | 6 | 3 | 13 | 5 | 1.97 | 4.0 | Good | 1016.37 | 28.860634 | No | 192.788422 | 543.217590 | Low_spent_Medium_value_payments | 337.657738 | Standard | 333 |
| 42 | Architect | 71980.260 | 4 | 3 | 13 | 4 | 17 | 20 | 1.60 | 0.0 | Standard | 909.73 | 33.911040 | No | 198.491381 | 735.530866 | Low_spent_Small_value_payments | 0.000000 | Standard | 203 |
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