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| ID | Описание | Дата |
|---|---|---|
| 1d3cd7b6-130e-444b-92f3-58ea5a20b30f | engineer virtual technologies | 1978-03-07 |
| 05a0ec85-6ef0-47a6-a7f2-1f4a12c53d30 | seize distributed niches | 2025-01-16 |
| 2b807e09-64e3-466a-903b-e845d007b737 | enable scalable channels | 2017-03-21 |
| f17bb6f8-e4ed-4a87-a49f-5e6753cf1858 | brand granular synergies | 1986-06-19 |
| 273e7c1d-4bd3-45e0-8a83-4f6d575c926d | incubate world-class bandwidth | 1993-03-28 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | Mechanic | 15398.950 | 1 | 7 | 5 | 4 | 1 | 0 | 8.41 | 3.0 | Good | 343.84 | 39.066408 | No | 34.813970 | 74.652728 | Low_spent_Large_value_payments | 315.357886 | Standard | 340 |
| 47 | Entrepreneur | 36591.250 | 7 | 5 | 5 | 4 | 17 | 10 | 7.12 | 5.0 | Standard | 575.21 | 40.072518 | No | 67.413314 | 131.201912 | High_spent_Small_value_payments | 372.911858 | Standard | 0 |
| 40 | Engineer | 34861.120 | 7 | 6 | 4 | 0 | 28 | 18 | 3.18 | 3.0 | Good | 748.76 | 40.874945 | No | 0.000000 | 24.564335 | High_spent_Large_value_payments | 479.844999 | Good | 353 |
| 34 | Accountant | 66749.640 | 6 | 4 | 9 | 3 | 25 | 12 | 10.88 | 6.0 | Standard | 303.85 | 27.345263 | Yes | 89.784895 | 108.023924 | High_spent_Medium_value_payments | 590.138181 | Standard | 0 |
| 35 | Mechanic | 107392.740 | 5 | 5 | 6 | 1 | 25 | 0 | 10.69 | 2.0 | Standard | 248.84 | 29.670314 | Yes | 51.613897 | 162.541983 | High_spent_Large_value_payments | 893.983620 | Standard | 232 |
| 49 | Lawyer | 39580.300 | 0 | 5 | 8 | 2 | 19 | 4 | 11.14 | 7.0 | Good | 458.53 | 25.462758 | No | 56.755065 | 294.357380 | Low_spent_Medium_value_payments | 249.223388 | Poor | 212 |
| 37 | Developer | 69840.020 | 6 | 5 | 10 | 1 | 21 | 8 | 3.42 | 4.0 | Good | 651.86 | 38.764644 | No | 49.697351 | 0.000000 | High_spent_Medium_value_payments | 606.567083 | Standard | 0 |
| 40 | Accountant | 53320.080 | 8 | 7 | 2 | 2 | 20 | 14 | 3.54 | 0.0 | Good | 592.65 | 37.101594 | No | 45.789962 | 0.000000 | Low_spent_Large_value_payments | 429.293784 | Poor | 237 |
| 35 | Accountant | 70137.800 | 2 | 5 | 9 | 1 | 20 | 13 | 5.99 | 4.0 | Good | 335.10 | 30.634865 | No | 48.245671 | 185.188199 | Low_spent_Medium_value_payments | 636.747796 | Poor | 371 |
| 42 | Lawyer | 60224.340 | 0 | 7 | 5 | 0 | 28 | 2 | 9.83 | 4.0 | Good | 1261.46 | 39.707472 | No | 0.000000 | 108.588159 | High_spent_Medium_value_payments | 644.281341 | Poor | 275 |
| 36 | Entrepreneur | 23163.380 | 4 | 3 | 8 | 5 | 12 | 13 | 9.38 | 4.0 | Standard | 506.30 | 40.092925 | Yes | 68.556429 | 147.255372 | Low_spent_Small_value_payments | 273.716366 | Standard | 194 |
| 38 | Lawyer | 17476.720 | 8 | 7 | 5 | 2 | 2 | 19 | 16.23 | 0.0 | Standard | 1470.22 | 24.923324 | Yes | 24.914186 | 179.957267 | Low_spent_Small_value_payments | 240.067880 | Standard | 328 |
| 29 | Writer | 29482.060 | 8 | 3 | 9 | 2 | 12 | 19 | 14.09 | 10.0 | Standard | 668.50 | 28.383948 | NM | 28.819894 | 47.471165 | High_spent_Small_value_payments | 423.292775 | Standard | 0 |
| 31 | Media_Manager | 10457.880 | 6 | 8 | 29 | 8 | 35 | 16 | 2.90 | 6.0 | Bad | 1286.80 | 35.860465 | NM | 68.548445 | 38.122923 | Low_spent_Small_value_payments | 252.177631 | Poor | 154 |
| 27 | Lawyer | 36963.890 | 0 | 4 | 1 | 2 | 26 | 11 | 5.47 | 5.0 | Good | 1195.96 | 28.047646 | No | 46.459114 | 27.055103 | High_spent_Large_value_payments | 456.718200 | Poor | 200 |
| 24 | Writer | 69740.960 | 5 | 1 | 9 | 2 | 3 | 4 | 10.24 | 0.0 | Good | 894.04 | 32.919086 | No | 78.454056 | 413.862105 | Low_spent_Large_value_payments | 370.358505 | Standard | 234 |
| 47 | Media_Manager | 138613.480 | 7 | 5 | 10 | 3 | 24 | 19 | 4.49 | 4.0 | Standard | 768.69 | 34.004015 | No | 182.176239 | 340.005263 | Low_spent_Medium_value_payments | 928.430831 | Standard | 213 |
| 54 | Accountant | 14566.335 | 4 | 5 | 7 | 3 | 18 | 0 | 6.22 | 3.0 | Good | 765.44 | 36.461232 | No | 19.082335 | 126.206445 | Low_spent_Small_value_payments | 255.297346 | Good | 363 |
| 35 | Lawyer | 28005.440 | 1 | 3 | 1 | 1 | 5 | 3 | 3.25 | 3.0 | Good | 527.79 | 40.542504 | No | 21.980614 | 174.916608 | Low_spent_Medium_value_payments | 341.381444 | Poor | 292 |
| 51 | Mechanic | 24778.800 | 5 | 7 | 20 | 0 | 23 | 11 | 15.28 | 4.0 | Standard | 179.10 | 30.605533 | Yes | 0.000000 | 30.789834 | High_spent_Medium_value_payments | 450.500166 | Standard | 185 |
| 16 | Scientist | 30773.870 | 4 | 4 | 19 | 2 | 30 | 16 | 18.84 | 4.0 | Standard | 1449.51 | 31.668983 | Yes | 28.910974 | 161.302821 | Low_spent_Small_value_payments | 359.135122 | Standard | 185 |
| 50 | Manager | 34058.470 | 1 | 2 | 5 | 2 | 1 | 5 | 3.01 | 2.0 | Good | 339.54 | 36.376389 | No | 49.181506 | 99.193790 | High_spent_Small_value_payments | 399.045287 | Good | 0 |
| 45 | Architect | 36403.980 | 6 | 5 | 17 | 6 | 20 | 10 | 16.89 | 7.0 | Standard | 524.79 | 31.054831 | Yes | 133.185495 | 116.836807 | High_spent_Medium_value_payments | 301.244197 | Standard | 0 |
| 28 | Engineer | 101066.400 | 4 | 4 | 12 | 2 | 30 | 8 | 12.35 | 6.0 | Standard | 1461.27 | 28.602784 | NM | 95.706765 | 410.724308 | High_spent_Small_value_payments | 608.288927 | Standard | 331 |
| 30 | Manager | 19995.550 | 6 | 6 | 29 | 5 | 22 | 21 | 19.26 | 11.0 | Standard | 1358.90 | 24.806764 | Yes | 63.389976 | 70.378462 | High_spent_Medium_value_payments | 285.761145 | Poor | 68 |
| 19 | Media_Manager | 84479.670 | 0 | 5 | 8 | 4 | 6 | 7 | 11.46 | 0.0 | Good | 477.02 | 41.100306 | No | 149.735031 | 93.846368 | High_spent_Large_value_payments | 676.415851 | Standard | 243 |
| 20 | Entrepreneur | 17844.190 | 4 | 6 | 14 | 4 | 26 | 0 | 3.59 | 4.0 | Standard | 84.95 | 32.160555 | Yes | 53.398522 | 172.993431 | Low_spent_Medium_value_payments | 225.909630 | Standard | 268 |
| 22 | Scientist | 78810.640 | 6 | 5 | 16 | 2 | 7 | 19 | 12.03 | 6.0 | Standard | 54.46 | 30.072815 | Yes | 98.479571 | 359.835508 | Low_spent_Medium_value_payments | 466.540254 | Poor | 246 |
| 44 | Writer | 54904.100 | 7 | 7 | 7 | 2 | 8 | 18 | 3.81 | 2.0 | Good | 737.62 | 40.024498 | No | 62.195307 | 195.853749 | Low_spent_Medium_value_payments | 505.885111 | Standard | 282 |
| 32 | Manager | 108134.070 | 5 | 3 | 15 | 0 | 22 | 1370 | 19.29 | 5.0 | Standard | 198.06 | 29.098863 | Yes | 0.000000 | 494.562137 | Low_spent_Medium_value_payments | 663.355113 | Standard | 292 |
| 50 | Scientist | 34974.410 | 6 | 4 | 18 | 0 | 26 | 8 | 4.14 | 0.0 | Standard | 505.88 | 29.611059 | NM | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 234.370796 | Standard | 380 |
| 27 | Media_Manager | 43820.670 | 1 | 2 | 11 | 0 | 15 | 12 | 2.37 | 4.0 | Good | 1301.41 | 32.949934 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 415.416912 | Good | 318 |
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