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| ID | Описание | Дата |
|---|---|---|
| dacfabef-b29f-49e5-a534-def65fc23117 | aggregate bricks-and-clicks interfaces | 2021-04-29 |
| cb288138-aafd-4220-9728-2c682c85cb64 | matrix global info-mediaries | 2024-03-03 |
| c0ba1862-24a0-4e01-af34-592f58d6f561 | deliver front-end methodologies | 1998-08-16 |
| 0de29b33-9073-44a8-9355-6b46eaf5c73a | exploit clicks-and-mortar convergence | 2009-04-28 |
| 05438e1a-5ea7-4977-be2c-7dd43875bc69 | synergize impactful web-readiness | 1998-08-10 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | Manager | 61235.600 | 0 | 5 | 7 | 1 | 13 | 3 | 11.42 | 2.0 | Good | 71.52 | 32.753051 | No | 27.654600 | 563.197910 | Low_spent_Small_value_payments | 186.244157 | Good | 400 |
| 40 | Media_Manager | 14208.865 | 3 | 4 | 4 | 0 | 14 | 3 | 4.65 | 3.0 | Good | 605.49 | 37.750673 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 324.464091 | Good | 386 |
| 46 | Mechanic | 98962.770 | 5 | 6 | 8 | 2 | 12 | 6 | 8.60 | 0.0 | Good | 599.54 | 34.152320 | No | 98.611473 | 288.579669 | Low_spent_Small_value_payments | 707.298607 | Good | 310 |
| 44 | Doctor | 21450.720 | 2 | 5 | 10 | 3 | 6 | 5 | 9.41 | 1.0 | Good | 123.12 | 30.621193 | No | 31.296901 | 37.324180 | High_spent_Medium_value_payments | 352.734919 | Standard | 400 |
| 25 | Lawyer | 24342.500 | 5 | 5 | 3 | 1 | 18 | 16 | 4.60 | 3.0 | Standard | 57.27 | 36.943981 | NM | 18.669768 | 31.921750 | High_spent_Large_value_payments | 395.162648 | Standard | 335 |
| 48 | Journalist | 35730.440 | 5 | 6 | 3 | 4 | 11 | 13 | 1.65 | 4.0 | Good | 1185.95 | 29.731321 | NM | 74.469256 | 211.620198 | Low_spent_Large_value_payments | 277.364213 | Standard | 264 |
| 56 | Musician | 30678.730 | 8 | 4 | 11 | 3 | 13 | 11 | 1.84 | 3.0 | Standard | 1484.42 | 29.675528 | Yes | 69.337833 | 0.000000 | Low_spent_Small_value_payments | 220.202704 | Standard | 216 |
| 18 | Accountant | 31011.320 | 3 | 5 | 15 | 0 | 17 | 13 | 11.37 | 5.0 | Standard | 992.07 | 37.691552 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 428.540494 | Standard | 230 |
| 35 | Engineer | 118845.760 | 0 | 7 | 10 | 0 | 0 | 4 | 10.38 | 1.0 | Good | 101.26 | 31.863915 | No | 0.000000 | 183.719414 | High_spent_Large_value_payments | 1044.061919 | Good | 375 |
| 48 | Architect | 44190.300 | 7 | 6 | 18 | 2 | 5 | 14 | 10.74 | 7.0 | Standard | 476.56 | 29.681856 | No | 51.272853 | 47.676410 | High_spent_Large_value_payments | 510.603236 | Standard | 395 |
| 34 | Writer | 14243.265 | 1 | 1 | 7 | 1 | 9 | 7 | 1.06 | 3.0 | Good | 1008.32 | 29.159466 | No | 11.732091 | 164.157092 | Low_spent_Small_value_payments | 244.504692 | Good | 314 |
| 19 | Developer | 10332.740 | 5 | 4 | 6 | 3 | 19 | 9 | 2.19 | 1.0 | Standard | 820.75 | 27.299667 | No | 13.482921 | 0.000000 | Low_spent_Small_value_payments | 315.320444 | Standard | 303 |
| 40 | Engineer | 17594.015 | 0 | 3 | 11 | 0 | 2 | 10 | 1.52 | 0.0 | Good | 576.75 | 25.409742 | NM | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 285.067113 | Good | 337 |
| 23 | Lawyer | 88752.260 | 5 | 6 | 3 | 1 | 4 | 6 | 11.02 | 3.0 | Good | 1180.26 | 34.584011 | No | 72.524443 | 643.579984 | Low_spent_Large_value_payments | 264.797739 | Standard | 218 |
| 15 | Musician | 17171.560 | 6 | 3 | 16 | 3 | 12 | 14 | 16.25 | 8.0 | Standard | 146.60 | 26.149683 | Yes | 27.053873 | 109.533529 | Low_spent_Large_value_payments | 253.908931 | Standard | 110 |
| 51 | Accountant | 44551.130 | 0 | 5 | 2 | 4 | 6 | 1 | 6.55 | 0.0 | Good | 945.42 | 39.052722 | No | 127.759721 | 185.472782 | Low_spent_Small_value_payments | 330.726914 | Poor | 208 |
| 17 | Journalist | 35296.320 | 7 | 6 | 5 | 4 | 20 | 9 | 13.91 | 5.0 | Standard | 902.23 | 25.042166 | Yes | 59.165499 | 65.018889 | High_spent_Large_value_payments | 409.751613 | Standard | 271 |
| 40 | Scientist | 15366.215 | 4 | 4 | 15 | 1 | 30 | 13 | 4.58 | 0.0 | Standard | 189.59 | 31.219367 | No | 9.091012 | 31.464574 | Low_spent_Medium_value_payments | 339.096205 | Standard | 353 |
| 36 | Entrepreneur | 17869.290 | 6 | 3 | 19 | 4 | 28 | 10 | 10.20 | 2.0 | Standard | 276.09 | 32.148823 | Yes | 42.042420 | 126.067510 | Low_spent_Small_value_payments | 286.200820 | Standard | 328 |
| 14 | Media_Manager | 15629.225 | 5 | 7 | 15 | 3 | 15 | 0 | 15.21 | 6.0 | Standard | 40.87 | 28.597248 | Yes | 22.654336 | 33.266144 | High_spent_Small_value_payments | 326.623062 | Standard | 293 |
| 29 | Teacher | 83332.880 | 4 | 6 | 20 | 0 | 19 | 16 | 11.60 | 4.0 | Standard | 292.99 | 35.433645 | Yes | 0.000000 | 53.228896 | High_spent_Large_value_payments | 853.511770 | Standard | 236 |
| 29 | Lawyer | 8393.960 | 5 | 5 | 32 | 2 | 14 | 20 | 18.84 | 12.0 | Standard | 1402.78 | 32.366670 | Yes | 8.025108 | 52.457712 | Low_spent_Medium_value_payments | 297.566847 | Poor | 168 |
| 30 | Architect | 44616.700 | 4 | 6 | 6 | 3 | 13 | 20 | 5.53 | 1.0 | Standard | 252.07 | 32.382792 | Yes | 109.920548 | 102.770832 | High_spent_Medium_value_payments | 438.114453 | Standard | 0 |
| 34 | Entrepreneur | 13309.510 | 3 | 7 | 13 | 4 | 17 | 19 | 19.56 | 4.0 | Standard | 762.58 | 25.692796 | Yes | 37.527531 | 108.431487 | Low_spent_Small_value_payments | 227.653565 | Standard | 332 |
| 39 | Accountant | 19240.300 | 6 | 3 | 9 | 3 | 15 | 0 | 14.88 | 8.0 | Standard | 738.33 | 31.826035 | NM | 42.962362 | 65.918246 | High_spent_Medium_value_payments | 328.055225 | Standard | 232 |
| 34 | Journalist | 38542.220 | 3 | 4 | 5 | 4 | 15 | 0 | 7.94 | 7.0 | Standard | 674.21 | 29.693335 | Yes | 85.625797 | 55.420633 | High_spent_Medium_value_payments | 444.138737 | Standard | 378 |
| 44 | Accountant | 26683.750 | 7 | 5 | 16 | 1 | 28 | 11 | 10.85 | 2.0 | Standard | 1186.43 | 33.143957 | No | 21.993804 | 55.253422 | High_spent_Large_value_payments | 385.217357 | Standard | 315 |
| 40 | Manager | 35824.650 | 7 | 4 | 15 | 3 | 20 | 19 | 10.68 | 6.0 | Standard | 754.02 | 29.241651 | No | 58.797714 | 181.918835 | High_spent_Small_value_payments | 346.422201 | Standard | 329 |
| 47 | Accountant | 35751.930 | 5 | 5 | 10 | 0 | 1 | 2 | 2.54 | 0.0 | Good | 380.52 | 28.439747 | NM | 0.000000 | 110.829285 | High_spent_Medium_value_payments | 452.503465 | Good | 363 |
| 53 | Entrepreneur | 14475.140 | 8 | 3 | 13 | 4 | 23 | 11 | 3.80 | 4.0 | Standard | 609.66 | 38.152555 | Yes | 33.587273 | 130.603247 | Low_spent_Small_value_payments | 235.035647 | Standard | 248 |
| 22 | Writer | 28742.570 | 8 | 6 | 6 | 3 | 30 | 0 | 9.63 | 4.0 | Standard | 666.08 | 28.390826 | No | 47.964013 | 181.534837 | Low_spent_Large_value_payments | 296.422566 | Standard | 0 |
| 24 | Media_Manager | 127313.400 | 5 | 5 | 5 | 1 | 14 | 10 | 3.86 | 2.0 | Good | 1075.47 | 29.950395 | No | 101.118773 | 311.975452 | High_spent_Medium_value_payments | 900.350775 | Good | 0 |
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