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| ID | Описание | Дата |
|---|---|---|
| ca52692a-c2ae-4821-b7c2-5afeec08d710 | revolutionize impactful deliverables | 2012-09-11 |
| 59f0ab3b-436d-4e39-97dd-06d21cbb1425 | exploit next-generation e-commerce | 1997-04-21 |
| 72d3c727-5175-4329-bb25-782443b14d57 | expedite revolutionary e-services | 2020-05-17 |
| b6456000-aeb2-47d4-9aa2-bd4bfa50446c | integrate cutting-edge networks | 1999-11-11 |
| cd057fdf-cb86-44dc-8077-33fd5f95369e | revolutionize vertical systems | 1987-05-25 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 54 | Scientist | 41345.58 | 0 | 5 | 10 | 0 | 7 | 0 | 6.42 | 7.0 | Good | 646.47 | 32.690813 | No | 0.000000 | 36.947205 | High_spent_Medium_value_payments | 539.099295 | Poor | 341 |
| 34 | Mechanic | 20522.13 | 4 | 5 | 5 | 3 | 26 | 18 | 16.19 | 7.0 | Standard | 233.67 | 26.993972 | Yes | 36.339942 | 0.000000 | Low_spent_Medium_value_payments | 249.715711 | Standard | 221 |
| 32 | Engineer | 41655.16 | 3 | 4 | 5 | 2 | 29 | 19 | 5.72 | 4.0 | Standard | 1240.64 | 27.354977 | No | 66.912509 | 157.741935 | High_spent_Medium_value_payments | 399.671889 | Standard | 347 |
| 26 | Musician | 81268.80 | 8 | 7 | 19 | 0 | 10 | 16 | 13.91 | 2.0 | Standard | 597.85 | 30.776883 | Yes | 0.000000 | 433.420034 | Low_spent_Medium_value_payments | 531.519966 | Standard | 241 |
| 48 | Mechanic | 124814.04 | 1 | 3 | 7 | 2 | 26 | 1 | 6.36 | 6.0 | Good | 660.33 | 42.872902 | No | 138.019433 | 131.999782 | High_spent_Large_value_payments | 986.397784 | Standard | 271 |
| 42 | Engineer | 88685.32 | 0 | 2 | 3 | 4 | 6 | 7 | 6.75 | 4.0 | Good | 1429.35 | 41.557894 | No | 168.770804 | 0.000000 | High_spent_Large_value_payments | 651.509084 | Good | 257 |
| 29 | Entrepreneur | 63788.88 | 8 | 7 | 17 | 0 | 17 | 11 | 0.68 | 3.0 | Standard | 1081.09 | 37.768978 | No | 0.000000 | 85.870210 | High_spent_Large_value_payments | 658.703790 | Standard | 234 |
| 36 | Engineer | 34323.26 | 1 | 4 | 9 | 3 | 4 | 4 | 9.94 | 3.0 | Good | 358.47 | 30.489822 | No | 63.302126 | 183.063834 | High_spent_Small_value_payments | 287.061206 | Good | 303 |
| 51 | Engineer | 97577.28 | 3 | 4 | 12 | 2 | 4 | 7 | 6.75 | 5.0 | Good | 708.73 | 39.563136 | No | 92.866507 | 291.534032 | High_spent_Medium_value_payments | 656.243461 | Good | 382 |
| 27 | Doctor | 28385.62 | 4 | 6 | 10 | 7 | 6 | 8 | 7.48 | 7.0 | Standard | 64.65 | 37.649200 | Yes | 88.631258 | 117.652258 | Low_spent_Medium_value_payments | 323.763317 | Poor | 210 |
| 30 | Manager | 66357.14 | 8 | 4 | 8 | 1 | 12 | 13 | 9.66 | 2.0 | Standard | 1414.17 | 34.881770 | No | 47.088136 | 170.250353 | High_spent_Medium_value_payments | 601.537677 | Standard | 237 |
| 34 | Manager | 30771.54 | 4 | 6 | 18 | 7 | 19 | 18 | 19.25 | 4.0 | Standard | 246.06 | 32.460185 | Yes | 162.401814 | 201.761124 | Low_spent_Medium_value_payments | 190.766563 | Standard | 113 |
| 22 | Accountant | 79626.93 | 4 | 3 | 18 | 3 | 17 | 18 | 21.41 | 7.0 | Standard | 584.53 | 37.197084 | Yes | 150.652699 | 73.245205 | High_spent_Large_value_payments | 672.559845 | Standard | 357 |
| 19 | Accountant | 34039.54 | 5 | 4 | 17 | 4 | 10 | 12 | 12.17 | 1.0 | Standard | 197.39 | 31.947850 | Yes | 83.745541 | 59.378684 | High_spent_Medium_value_payments | 379.738608 | Standard | 278 |
| 33 | Musician | 26886.51 | 5 | 3 | 9 | 6 | 20 | 8 | 13.88 | 6.0 | Standard | 1129.83 | 36.213895 | Yes | 106.632566 | 138.056149 | High_spent_Small_value_payments | 267.065535 | Standard | 197 |
| 33 | Lawyer | 12426.29 | 5 | 4 | 13 | 3 | 27 | 16 | 16.14 | 10.0 | Standard | 1399.81 | 37.584872 | Yes | 18.801898 | 13.844880 | High_spent_Large_value_payments | 301.305639 | Good | 106 |
| 28 | Lawyer | 35223.94 | 7 | 4 | 17 | 3 | 18 | 16 | 18.56 | 8.0 | Standard | 1269.36 | 35.545910 | Yes | 61.914736 | 339.934929 | Low_spent_Small_value_payments | 173.083169 | Standard | 258 |
| 28 | Journalist | 162590.56 | 5 | 6 | 11 | 0 | 25 | 6 | 18.65 | 0.0 | Good | 1000.11 | 35.241105 | NM | 0.000000 | 754.601416 | High_spent_Small_value_payments | 858.919917 | Standard | 311 |
| 26 | Writer | 61064.08 | 0 | 5 | 7 | 3 | 0 | 6 | 10.37 | 3.0 | Good | 1323.86 | 38.691209 | No | 94.256006 | 57.405908 | High_spent_Large_value_payments | 593.705419 | Standard | 246 |
| 53 | Journalist | 18500.54 | 2 | 3 | 4 | 3 | 3 | 5 | 1.98 | 3.0 | Good | 1153.00 | 36.489766 | No | 41.793259 | 59.090173 | Low_spent_Small_value_payments | 331.687734 | Good | 301 |
| 51 | Teacher | 125049.78 | 1 | 5 | 7 | 3 | 12 | 9 | 5.70 | 1.0 | Good | 593.96 | 32.093416 | No | 178.137886 | 190.187686 | High_spent_Medium_value_payments | 924.355928 | Standard | 235 |
| 26 | Developer | 59375.22 | 3 | 4 | 5 | 4 | 7 | 5 | 7.33 | 0.0 | Good | 947.54 | 27.446394 | No | 116.833202 | 164.161608 | High_spent_Medium_value_payments | 442.498690 | Good | 299 |
| 44 | Engineer | 32507.89 | 7 | 6 | 10 | 4 | 25 | 11 | 8.22 | 0.0 | Standard | 1301.81 | 25.521352 | Yes | 97.433705 | 0.000000 | Low_spent_Large_value_payments | 243.344334 | Standard | 258 |
| 29 | Writer | 107392.95 | 6 | 3 | 20 | 1 | 10 | 18 | 11.88 | 6.0 | Standard | 210.01 | 37.408145 | Yes | 51.959825 | 228.633615 | High_spent_Medium_value_payments | 869.347810 | Poor | 312 |
| 30 | Doctor | 22434.16 | 7 | 7 | 8 | 3 | 25 | 19 | 18.67 | 7.0 | Standard | 273.11 | 38.992599 | Yes | 30.068038 | 105.495860 | High_spent_Small_value_payments | 341.087435 | Standard | 275 |
| 18 | Entrepreneur | 81094.96 | 8 | 3 | 18 | 0 | 21 | 16 | 4.03 | 3.0 | Standard | 2.13 | 40.195526 | No | 0.000000 | 137.291151 | High_spent_Large_value_payments | 762.200182 | Standard | 325 |
| 38 | Developer | 140254.92 | 5 | 1 | 12 | 0 | 8 | 10 | 1.24 | 3.0 | Good | 663.25 | 43.171128 | NM | 0.000000 | 281.973199 | High_spent_Large_value_payments | 1151.017801 | Standard | 230 |
| 25 | Developer | 81566.25 | 7 | 6 | 12 | 3 | 15 | 0 | 6.27 | 2.0 | Good | 231.16 | 35.995196 | No | 136.226637 | 243.579904 | High_spent_Medium_value_payments | 573.812208 | Good | 360 |
| 38 | Journalist | 26805.85 | 7 | 7 | 8 | 5 | 6 | 13 | 16.29 | 6.0 | Standard | 1434.01 | 41.359585 | Yes | 100.139276 | 0.000000 | High_spent_Medium_value_payments | 301.613860 | Standard | 152 |
| 41 | Architect | 42755.64 | 7 | 8 | 15 | 6 | 53 | 21 | 5.01 | 12.0 | Bad | 1486.46 | 36.462313 | Yes | 157.936527 | 49.604790 | High_spent_Medium_value_payments | 389.655684 | Poor | 82 |
| 31 | Accountant | 35739.70 | 4 | 6 | 5 | 0 | 27 | 0 | 0.00 | 3.0 | Good | 404.81 | 25.327537 | No | 0.000000 | 61.662909 | High_spent_Medium_value_payments | 469.367924 | Poor | 246 |
| 32 | Entrepreneur | 87605.68 | 5 | 7 | 19 | 3 | 29 | 15 | 3.65 | 4.0 | Standard | 512.74 | 36.435584 | Yes | 112.148801 | 243.227326 | Low_spent_Medium_value_payments | 654.571207 | Poor | 356 |
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