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| ID | Описание | Дата |
|---|---|---|
| c834a1d6-5156-4fa0-abf9-90be72a55c8a | streamline B2B web services | 1998-05-17 |
| ef4e0a6e-2987-4101-b660-42846fb9f0f6 | envisioneer frictionless solutions | 1983-04-10 |
| 5d92b29f-6d75-4089-8fa0-1895702ec6d7 | synergize granular mindshare | 2019-01-10 |
| 13eaa816-1c34-42c4-8eb6-a98f45450514 | mesh back-end bandwidth | 2008-11-01 |
| 6bd50825-33dc-4ad7-862d-c8ccd464caf0 | embrace robust content | 2013-06-15 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 | Mechanic | 13074.395 | 8 | 7 | 8 | 1 | 9 | 14 | 5.96 | 6.0 | Good | 1048.26 | 32.033170 | No | 9.175797 | 99.576259 | Low_spent_Medium_value_payments | 306.901236 | Standard | 364 |
| 34 | Developer | 120955.920 | 2 | 7 | 4 | 1 | 28 | 7 | 5.96 | 3.0 | Good | 369.36 | 25.246875 | No | 57.505169 | 829.131841 | Low_spent_Small_value_payments | 405.528990 | Poor | 0 |
| 39 | Writer | 65934.220 | 5 | 7 | 7 | 0 | 15 | 15 | 12.25 | 4.0 | Standard | 1123.00 | 25.227221 | NM | 0.000000 | 119.019961 | High_spent_Small_value_payments | 686.431873 | Standard | 256 |
| 33 | Writer | 33395.890 | 3 | 3 | 8 | 0 | 18 | 3 | 10.96 | 6.0 | Good | 675.86 | 27.934427 | No | 0.000000 | 323.615136 | Low_spent_Small_value_payments | 256.683947 | Poor | 339 |
| 45 | Engineer | 85862.600 | 3 | 7 | 13 | 0 | 14 | 20 | 12.58 | 4.0 | Standard | 1201.93 | 29.393049 | Yes | 0.000000 | 141.430257 | High_spent_Large_value_payments | 806.591409 | Good | 205 |
| 50 | Mechanic | 75520.470 | 4 | 7 | 13 | 4 | 13 | 12 | 7.30 | 4.0 | Standard | 1447.18 | 29.073834 | Yes | 167.791469 | 257.143642 | Low_spent_Large_value_payments | 486.102139 | Standard | 270 |
| 38 | Media_Manager | 128674.440 | 1 | 7 | 2 | 0 | 5 | 1 | 8.49 | 2.0 | Good | 930.71 | 32.110292 | NM | 0.000000 | 605.758452 | Low_spent_Medium_value_payments | 729.428548 | Poor | 290 |
| 42 | Engineer | 35728.540 | 7 | 7 | 11 | 3 | 8 | 15 | 8.87 | 2.0 | Standard | 1229.33 | 37.954923 | No | 58.729471 | 118.287349 | High_spent_Medium_value_payments | 382.621013 | Standard | 272 |
| 28 | Writer | 168878.080 | 5 | 5 | 6 | 1 | 14 | 3 | 4.70 | 2.0 | Good | 700.71 | 46.510633 | No | 98.712097 | 348.977165 | High_spent_Large_value_payments | 1222.528071 | Standard | 340 |
| 19 | Accountant | 29651.230 | 6 | 5 | 6 | 2 | 14 | 15 | 8.62 | 2.0 | Standard | 1217.99 | 29.888073 | No | 37.903006 | 170.522110 | High_spent_Small_value_payments | 297.668467 | Standard | 328 |
| 43 | Mechanic | 17889.405 | 1 | 1 | 4 | 4 | 7 | 5 | 0.93 | 7.0 | Good | 1035.28 | 38.235804 | No | 57.338502 | 56.653988 | Low_spent_Small_value_payments | 300.485885 | Good | 332 |
| 52 | Architect | 89495.670 | 1 | 4 | 9 | 2 | 0 | 1 | 6.84 | 4.0 | Good | 1393.69 | 27.533554 | No | 87.146215 | 314.830271 | High_spent_Medium_value_payments | 589.820764 | Poor | 277 |
| 25 | Engineer | 14688.840 | 4 | 6 | 18 | 1 | 15 | 15 | 5.56 | 6.0 | Standard | 1459.05 | 31.319798 | No | 121.925702 | 154.489152 | Low_spent_Small_value_payments | 241.478033 | Standard | 246 |
| 23 | Media_Manager | 37990.270 | 1 | 3 | 10 | 2 | 6 | 3 | 0.58 | 0.0 | Good | 1394.62 | 24.522968 | NM | 41.334303 | 197.956802 | High_spent_Small_value_payments | 345.494478 | Standard | 354 |
| 33 | Developer | 99403.320 | 0 | 3 | 11 | 3 | 9 | 9 | 0.72 | 1.0 | Good | 904.93 | 29.099347 | No | 130.619711 | 476.892279 | High_spent_Small_value_payments | 487.249011 | Standard | 284 |
| 26 | Accountant | 88581.480 | 3 | 7 | 3 | 0 | 25 | 13 | 1.23 | 3.0 | Good | 928.99 | 33.285767 | No | 0.000000 | 791.998369 | Low_spent_Small_value_payments | 241.880631 | Good | 390 |
| 40 | Writer | 31729.380 | 2 | 5 | 3 | 4 | 1 | 2 | 8.24 | 2.0 | Good | 1221.11 | 40.312272 | No | 95.758528 | 63.233509 | High_spent_Large_value_payments | 352.519462 | Standard | 0 |
| 22 | Scientist | 21595.875 | 5 | 7 | 7 | 1 | 9 | 2 | 10.46 | 4.0 | Good | 655.46 | 33.735622 | NM | 13.082938 | 172.078019 | Low_spent_Large_value_payments | 291.004668 | Poor | 263 |
| 24 | Doctor | 68299.040 | 3 | 5 | 4 | 2 | 10 | 2 | 1.56 | 0.0 | Good | 395.22 | 32.768379 | No | 81.078071 | 0.000000 | Low_spent_Small_value_payments | 523.368812 | Good | 336 |
| 33 | Engineer | 19338.105 | 0 | 7 | 8 | 2 | 6 | 10 | 9.85 | 3.0 | Good | 921.21 | 33.524190 | No | 18.790658 | 0.000000 | Low_spent_Medium_value_payments | 312.640944 | Standard | 248 |
| 34 | Writer | 75569.100 | 3 | 7 | 7 | 0 | 13 | 18 | 7.35 | 7.0 | Standard | 1159.55 | 32.577049 | Yes | 0.000000 | 209.398973 | Low_spent_Medium_value_payments | 716.443527 | Standard | 194 |
| 34 | Doctor | 82565.520 | 3 | 7 | 6 | 3 | 15 | 10 | 21.37 | 5.0 | Standard | 445.90 | 35.939081 | Yes | 164.161045 | 155.991680 | High_spent_Large_value_payments | 611.593275 | Standard | 201 |
| 39 | Accountant | 123941.640 | 4 | 6 | 12 | 1 | 30 | 15 | 7.40 | 4.0 | Standard | 1386.03 | 37.909933 | Yes | 54.355236 | 702.346417 | High_spent_Small_value_payments | 553.245347 | Standard | 365 |
| 47 | Musician | 30696.330 | 2 | 3 | 8 | 2 | 8 | 11 | 7.75 | 0.0 | Good | 1428.84 | 32.469767 | NM | 27.448154 | 143.416179 | Low_spent_Small_value_payments | 380.838417 | Good | 209 |
| 36 | Musician | 69942.500 | 3 | 5 | 20 | 1 | 25 | 8 | 0.62 | 1.0 | Standard | 10.29 | 36.424220 | Yes | 53.822395 | 0.000000 | High_spent_Large_value_payments | 701.459572 | Standard | 210 |
| 20 | Lawyer | 14337.640 | 0 | 4 | 1 | 2 | 1 | 9 | 7.64 | 4.0 | Good | 207.85 | 26.500141 | No | 19.503732 | 45.534008 | Low_spent_Large_value_payments | 345.542593 | Standard | 203 |
| 32 | Engineer | 31024.770 | 4 | 5 | 8 | 2 | 16 | 10 | 9.31 | 1.0 | Good | 1348.36 | 36.681627 | No | 35.818280 | 45.336452 | High_spent_Medium_value_payments | 410.385018 | Good | 0 |
| 32 | Media_Manager | 165799.400 | 0 | 3 | 2 | 1 | 11 | 9 | 7.08 | 0.0 | Good | 486.54 | 27.646651 | NM | 81.552423 | 1018.895326 | Low_spent_Medium_value_payments | 566.413918 | Good | 271 |
| 35 | Journalist | 36048.080 | 3 | 7 | 14 | 2 | 28 | 12 | 19.70 | 6.0 | Standard | 571.06 | 36.485378 | Yes | 45.772636 | 387.297251 | Low_spent_Small_value_payments | 151.830780 | Standard | 167 |
| 16 | Lawyer | 63928.950 | 6 | 6 | 8 | 4 | 7 | 17 | 7.46 | 6.0 | Standard | 1290.64 | 25.738772 | NM | 184.027368 | 90.191321 | High_spent_Large_value_payments | 472.022561 | Standard | 229 |
| 28 | Lawyer | 30628.830 | 4 | 5 | 20 | 2 | 30 | 9 | 7.85 | 6.0 | Standard | 181.03 | 38.922789 | Yes | 45.328475 | 103.273307 | Low_spent_Large_value_payments | 354.038468 | Standard | 143 |
| 51 | Doctor | 72817.020 | 6 | 7 | 5 | 1 | 27 | 12 | 0.00 | 2.0 | Standard | 992.20 | 31.995022 | NM | 53.576198 | 215.701867 | High_spent_Medium_value_payments | 560.730435 | Standard | 262 |
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