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| ID | Описание | Дата |
|---|---|---|
| e4a98873-2b7d-4757-8ee4-773ea3a48654 | repurpose ubiquitous e-services | 1974-07-08 |
| 90e2efe3-754b-46cd-93c8-f3edf6c7dffa | orchestrate out-of-the-box paradigms | 1978-02-10 |
| 70ee18f0-ae1b-4c9d-9dab-bfab593b77d0 | transform user-centric paradigms | 2001-09-19 |
| 2a27a21e-dd94-4244-bab8-d54d155540b6 | revolutionize vertical deliverables | 2021-03-26 |
| 434c6383-38d5-4cdb-bc9d-79995b8e3b47 | visualize viral systems | 2024-05-10 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | Teacher | 134810.130 | 5 | 7 | 6 | 2 | 2 | 1 | 10.54 | 9.0 | Good | 744.97 | 36.663703 | NM | 199.842098 | 682.186656 | Low_spent_Small_value_payments | 507.788996 | Good | 391 |
| 52 | Accountant | 143372.680 | 2 | 4 | 10 | 0 | 10 | 11 | 4.17 | 0.0 | Good | 159.96 | 34.284970 | No | 0.000000 | 321.938398 | Low_spent_Medium_value_payments | 1140.333935 | Good | 274 |
| 33 | Scientist | 44360.460 | 3 | 4 | 13 | 0 | 26 | 16 | 7.91 | 7.0 | Standard | 565.04 | 28.757829 | Yes | 0.000000 | 442.710340 | Low_spent_Small_value_payments | 221.660160 | Standard | 365 |
| 31 | Engineer | 60348.920 | 6 | 6 | 13 | 2 | 13 | 19 | 8.53 | 1.0 | Standard | 1134.80 | 27.957073 | NM | 84.780384 | 94.031583 | High_spent_Large_value_payments | 585.695700 | Standard | 0 |
| 42 | Doctor | 90429.990 | 0 | 2 | 10 | 1 | 2 | 2 | 2.25 | 4.0 | Good | 1127.26 | 34.414002 | No | 42.688001 | 60.349428 | High_spent_Large_value_payments | 873.345821 | Good | 376 |
| 38 | Media_Manager | 17682.035 | 7 | 3 | 7 | 3 | 6 | 0 | 14.23 | 7.0 | Standard | 972.53 | 25.592385 | Yes | 38.816920 | 101.520552 | Low_spent_Medium_value_payments | 274.012820 | Standard | 267 |
| 44 | Doctor | 73439.260 | 8 | 7 | 6 | 4 | 8 | 0 | 10.71 | 3.0 | Standard | 613.92 | 38.627386 | No | 186.381178 | 230.647099 | High_spent_Small_value_payments | 457.465556 | Standard | 213 |
| 19 | Manager | 57994.960 | 3 | 5 | 1 | 2 | 7 | 1 | 9.56 | 6.0 | Good | 1096.70 | 31.031066 | No | 92.471440 | 610.172017 | Low_spent_Small_value_payments | 52.747877 | Standard | 222 |
| 19 | Developer | 103943.000 | 5 | 6 | 11 | 2 | 6 | 15 | 8.21 | 5.0 | Standard | 1363.40 | 40.098303 | Yes | 113.998287 | 396.538947 | High_spent_Small_value_payments | 630.754433 | Standard | 356 |
| 27 | Lawyer | 77677.380 | 3 | 7 | 7 | 2 | 19 | 13 | 6.42 | 2.0 | Standard | 86.80 | 31.556513 | No | 118.630543 | 141.138885 | High_spent_Medium_value_payments | 637.842072 | Standard | 0 |
| 53 | Musician | 93451.410 | 3 | 7 | 15 | 2 | 25 | 18 | 7.98 | 0.0 | Standard | 1048.87 | 35.580458 | No | 121.479136 | 184.593217 | High_spent_Large_value_payments | 714.189397 | Standard | 311 |
| 26 | Accountant | 30536.260 | 4 | 1 | 7 | 0 | 5 | 12 | 6.24 | 3.0 | Good | 457.32 | 38.722751 | No | 0.000000 | 143.728500 | Low_spent_Small_value_payments | 416.040334 | Good | 384 |
| 27 | Writer | 43755.330 | 0 | 4 | 4 | 0 | 4 | 9 | 2.67 | 1.0 | Good | 1282.77 | 41.369920 | No | 0.000000 | 82.920913 | High_spent_Medium_value_payments | 549.906837 | Good | 0 |
| 31 | Mechanic | 59393.360 | 8 | 5 | 15 | 0 | 7 | 14 | 25.61 | 7.0 | Standard | 1046.68 | 28.642700 | NM | 0.000000 | 558.238037 | Low_spent_Small_value_payments | 218.806629 | Good | 250 |
| 23 | Mechanic | 71096.020 | 6 | 3 | 18 | 1 | 26 | 7 | 10.26 | 0.0 | Standard | 1494.93 | 38.136686 | NM | 31.192333 | 43.949704 | High_spent_Large_value_payments | 778.924796 | Standard | 289 |
| 51 | Media_Manager | 21662.395 | 3 | 5 | 1 | 1 | 9 | 8 | 1.27 | 1.0 | Good | 646.77 | 34.113704 | NM | 12.841272 | 66.837230 | Low_spent_Medium_value_payments | 361.941456 | Poor | 191 |
| 21 | Entrepreneur | 14184.330 | 6 | 7 | 17 | 0 | 9 | 12 | 13.71 | 1.0 | Standard | 1146.79 | 29.045153 | Yes | 0.000000 | 17.585941 | High_spent_Small_value_payments | 334.516809 | Standard | 267 |
| 26 | Teacher | 21178.310 | 5 | 4 | 8 | 3 | 23 | 17 | 0.74 | 5.0 | Standard | 262.25 | 28.445535 | No | 45.482489 | 164.414673 | Low_spent_Small_value_payments | 279.188754 | Standard | 287 |
| 49 | Lawyer | 30912.860 | 1 | 1 | 10 | 1 | 8 | 0 | 5.12 | 1.0 | Good | 834.22 | 23.226917 | No | 25.488996 | 159.950679 | Low_spent_Small_value_payments | 339.667492 | Good | 389 |
| 42 | Scientist | 42121.920 | 4 | 5 | 7 | 3 | 12 | 0 | 11.15 | 0.0 | Good | 165.17 | 38.772573 | No | 89.251932 | 72.947070 | High_spent_Large_value_payments | 427.816998 | Good | 0 |
| 27 | Journalist | 46951.020 | 7 | 4 | 16 | 0 | 6 | 9 | 15.83 | 9.0 | Standard | 340.22 | 35.026728 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 470.816482 | Good | 253 |
| 42 | Scientist | 64270.120 | 6 | 6 | 18 | 2 | 50 | 18 | 4.11 | 6.0 | Bad | 1326.40 | 39.095028 | Yes | 69.246684 | 81.714020 | High_spent_Medium_value_payments | 649.123630 | Poor | 107 |
| 50 | Engineer | 76325.670 | 5 | 4 | 17 | 4 | 14 | 0 | 3.37 | 4.0 | Standard | 1392.95 | 24.393568 | NM | 148.616044 | 732.374553 | Low_spent_Small_value_payments | 73.456654 | Good | 280 |
| 44 | Accountant | 95210.200 | 6 | 3 | 18 | 1 | 29 | 20 | 17.02 | 1.0 | Standard | 864.35 | 27.304715 | Yes | 42.537318 | 148.301814 | High_spent_Large_value_payments | 823.479202 | Standard | 254 |
| 37 | Scientist | 14829.170 | 4 | 4 | 12 | 2 | 14 | 17 | 7.07 | 7.0 | Standard | 300.47 | 32.305891 | Yes | 17.935000 | 80.255225 | Low_spent_Medium_value_payments | 285.186192 | Standard | 222 |
| 44 | Teacher | 20397.855 | 1 | 3 | 8 | 1 | 18 | 3 | 9.04 | 6.0 | Good | 961.39 | 36.961067 | No | 9.816434 | 36.086517 | High_spent_Medium_value_payments | 373.179175 | Poor | 266 |
| 28 | Musician | 81623.130 | 4 | 4 | 8 | 2 | 18 | 19 | 9.01 | 6.0 | Standard | 1160.88 | 27.866691 | Yes | 91.190300 | 496.861632 | Low_spent_Large_value_payments | 370.740818 | Standard | 186 |
| 15 | Manager | 35916.150 | 7 | 6 | 11 | 2 | 25 | 15 | 17.59 | 8.0 | Standard | 1426.14 | 22.400641 | Yes | 49.898134 | 126.101814 | High_spent_Medium_value_payments | 393.501302 | Standard | 119 |
| 19 | Architect | 34361.320 | 3 | 4 | 11 | 3 | 9 | 13 | 13.36 | 6.0 | Standard | 654.33 | 29.293144 | NM | 57.043111 | 300.303310 | Low_spent_Small_value_payments | 204.797913 | Poor | 279 |
| 19 | Musician | 18784.375 | 5 | 4 | 5 | 1 | 7 | 10 | 11.08 | 0.0 | Good | 55.20 | 26.153255 | No | 11.689078 | 97.399851 | High_spent_Small_value_payments | 308.347530 | Standard | 295 |
| 53 | Accountant | 16252.910 | 1 | 5 | 4 | 2 | 13 | 0 | 5.29 | 0.0 | Good | 1484.51 | 28.470638 | No | 19.653527 | 29.744676 | High_spent_Large_value_payments | 349.042714 | Good | 394 |
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