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| ID | Описание | Дата |
|---|---|---|
| c40241ef-2e19-4b10-9bfc-b06cd142d302 | leverage open-source functionalities | 2007-03-04 |
| 784f487c-1659-4dd8-8c83-a03ba4622019 | empower end-to-end supply-chains | 1987-10-02 |
| 68f64950-b25b-49c1-8704-6aa1136f0ccc | target innovative systems | 1972-01-19 |
| 22d53e96-9d53-49ce-95d5-72d9fe6fca1e | empower granular infrastructures | 1971-08-24 |
| c53caa24-be2d-4a8a-b825-abe755120851 | whiteboard extensible architectures | 1974-05-03 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | Writer | 108415.000 | 3 | 5 | 16 | 1 | 14 | 17 | 16.33 | 4.0 | Standard | 1075.84 | 31.536565 | Yes | 76.857563 | 87.924400 | High_spent_Large_value_payments | 960.076370 | Standard | 0 |
| 25 | Mechanic | 12985.715 | 4 | 3 | 15 | 1 | 5 | 12 | 11.02 | 4.0 | Standard | 355.39 | 27.336775 | Yes | 8.733920 | 134.041365 | Low_spent_Small_value_payments | 263.639007 | Standard | 0 |
| 34 | Engineer | 42018.210 | 0 | 7 | 6 | 2 | 3 | 10 | 10.27 | 0.0 | Good | 421.99 | 40.504178 | No | 46.287657 | 219.263839 | High_spent_Small_value_payments | 348.900254 | Good | 233 |
| 38 | Developer | 20226.280 | 8 | 6 | 14 | 2 | 23 | 9 | 10.79 | 8.0 | Standard | 767.58 | 38.154668 | Yes | 26.831344 | 120.709760 | Low_spent_Medium_value_payments | 294.211230 | Standard | 104 |
| 47 | Teacher | 57728.220 | 4 | 6 | 8 | 4 | 23 | 9 | 9.20 | 3.0 | Good | 167.02 | 27.985744 | No | 174.141939 | 330.224201 | Low_spent_Small_value_payments | 251.802359 | Standard | 236 |
| 31 | Lawyer | 22853.370 | 6 | 3 | 12 | 1 | 34 | 18 | 6.68 | 2.0 | Standard | 423.83 | 40.335598 | Yes | 12.319785 | 72.378513 | High_spent_Medium_value_payments | 336.146452 | Standard | 235 |
| 30 | Doctor | 15293.550 | 7 | 3 | 18 | 3 | 29 | 16 | 20.87 | 7.0 | Standard | 939.47 | 24.269071 | Yes | 23.754683 | 22.945447 | High_spent_Small_value_payments | 338.446121 | Standard | 233 |
| 49 | Scientist | 32357.410 | 5 | 3 | 9 | 0 | 16 | 19 | 8.89 | 8.0 | Good | 681.22 | 31.800017 | No | 0.000000 | 89.824034 | High_spent_Medium_value_payments | 405.821050 | Good | 319 |
| 34 | Teacher | 22373.535 | 5 | 5 | 10 | 2 | 5 | 9 | 7.24 | 0.0 | Good | 1472.78 | 30.656679 | No | 31.947799 | 124.986064 | Low_spent_Large_value_payments | 326.812262 | Standard | 295 |
| 36 | Architect | 128141.190 | 4 | 4 | 3 | 2 | 8 | 8 | 11.42 | 0.0 | Good | 198.77 | 37.737542 | NM | 121.577707 | 156.722657 | High_spent_Medium_value_payments | 1052.942885 | Standard | 347 |
| 21 | Engineer | 42082.910 | 4 | 4 | 12 | 3 | 3 | 14 | 9.17 | 0.0 | Good | 821.71 | 30.974444 | No | 87.564336 | 51.649971 | High_spent_Large_value_payments | 453.576610 | Standard | 247 |
| 31 | Mechanic | 63525.640 | 4 | 7 | 9 | 3 | 14 | 5 | 16.73 | 2.0 | Good | 1016.00 | 26.416353 | NM | 145.929560 | 536.531565 | Low_spent_Medium_value_payments | 138.519209 | Good | 364 |
| 39 | Architect | 42956.580 | 5 | 3 | 2 | 0 | 14 | 8 | 1.16 | 4.0 | Good | 541.70 | 36.449470 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 502.103621 | Good | 269 |
| 52 | Manager | 108171.630 | 3 | 4 | 7 | 3 | 14 | 9 | 5.24 | 4.0 | Good | 461.19 | 28.863899 | No | 145.870633 | 220.439273 | High_spent_Medium_value_payments | 793.220344 | Poor | 354 |
| 40 | Accountant | 10897.385 | 5 | 6 | 16 | 2 | 15 | 21 | 17.66 | 2.0 | Standard | 401.56 | 28.064908 | Yes | 12.985339 | 95.388484 | Low_spent_Small_value_payments | 284.537719 | Standard | 187 |
| 26 | Accountant | 41360.300 | 3 | 7 | 12 | 1 | 12 | 10 | 2.31 | 0.0 | Good | 254.29 | 33.381807 | No | 33.647688 | 42.876906 | High_spent_Medium_value_payments | 515.944572 | Poor | 257 |
| 22 | Accountant | 80983.640 | 6 | 3 | 15 | 4 | 19 | 18 | 16.91 | 7.0 | Standard | 982.44 | 36.996056 | Yes | 188.456595 | 492.397491 | Low_spent_Large_value_payments | 258.409580 | Standard | 334 |
| 43 | Lawyer | 34744.150 | 3 | 2 | 3 | 3 | 1 | 0 | 5.48 | 3.0 | Good | 219.59 | 36.543465 | No | 52.218894 | 242.603219 | Low_spent_Large_value_payments | 253.612470 | Good | 395 |
| 44 | Engineer | 15451.115 | 4 | 6 | 10 | 4 | 12 | 10 | 18.30 | 2.0 | Standard | 56.86 | 40.628333 | NM | 32.676880 | 35.400640 | High_spent_Large_value_payments | 321.481771 | Good | 368 |
| 35 | Architect | 58176.600 | 6 | 4 | 13 | 3 | 19 | 15 | 0.00 | 4.0 | Standard | 1457.80 | 33.609363 | Yes | 120.080572 | 412.402243 | Low_spent_Medium_value_payments | 252.922185 | Poor | 174 |
| 30 | Engineer | 12860.845 | 3 | 7 | 8 | 0 | 24 | 14 | 0.00 | 0.0 | Standard | 209.28 | 34.545896 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 313.313737 | Standard | 336 |
| 28 | Architect | 98227.080 | 6 | 4 | 17 | 3 | 5 | 10 | 2.92 | 2.0 | Standard | 1472.89 | 28.656267 | No | 154.800942 | 326.921858 | High_spent_Medium_value_payments | 612.436199 | Standard | 358 |
| 45 | Lawyer | 34534.820 | 3 | 6 | 8 | 1 | 3 | 5 | 1.16 | 8.0 | Good | 132.98 | 31.158843 | NM | 23.394635 | 385.958429 | Low_spent_Small_value_payments | 197.237103 | Standard | 0 |
| 32 | Entrepreneur | 20618.070 | 9 | 7 | 27 | 5 | 34 | 0 | 9.76 | 12.0 | Bad | 1424.45 | 29.538604 | Yes | 48.454130 | 125.718330 | Low_spent_Small_value_payments | 259.244790 | Poor | 145 |
| 19 | Teacher | 16888.405 | 6 | 6 | 16 | 1 | 29 | 14 | 11.17 | 0.0 | Standard | 724.57 | 40.528833 | No | 8.157936 | 134.804758 | Low_spent_Medium_value_payments | 293.474015 | Standard | 309 |
| 20 | Media_Manager | 135178.440 | 0 | 6 | 6 | 0 | 22 | 10 | 6.27 | 8.0 | Good | 1024.39 | 42.196865 | No | 0.000000 | 879.283239 | Low_spent_Medium_value_payments | 555.003761 | Poor | 0 |
| 23 | Mechanic | 15710.555 | 4 | 5 | 19 | 4 | 19 | 17 | 3.58 | 0.0 | Standard | 442.17 | 30.360923 | No | 26.492123 | 139.243619 | Low_spent_Small_value_payments | 253.285550 | Standard | 294 |
| 41 | Media_Manager | 42079.650 | 4 | 7 | 6 | 2 | 7 | 14 | 18.34 | 5.0 | Standard | 1460.57 | 31.908284 | Yes | 53.360837 | 82.492406 | High_spent_Medium_value_payments | 470.310506 | Standard | 221 |
| 35 | Writer | 125062.920 | 5 | 3 | 11 | 1 | 15 | 0 | 10.49 | 4.0 | Good | 1424.96 | 37.206686 | No | 73.981294 | 414.208045 | High_spent_Medium_value_payments | 786.901662 | Good | 245 |
| 22 | Architect | 14367.780 | 1 | 6 | 7 | 0 | 5 | 2 | 8.05 | 3.0 | Good | 1104.44 | 24.707540 | No | 0.000000 | 77.455251 | Low_spent_Small_value_payments | 314.076249 | Poor | 277 |
| 28 | Media_Manager | 85677.300 | 1 | 5 | 8 | 1 | 9 | 2 | 8.66 | 2.0 | Good | 415.77 | 33.333980 | No | 49.672081 | 470.474868 | Low_spent_Large_value_payments | 463.830550 | Standard | 350 |
| 38 | Manager | 85744.120 | 6 | 7 | 11 | 2 | 31 | 20 | 18.08 | 5.0 | Standard | 717.79 | 35.718824 | Yes | 72.099176 | 266.356796 | High_spent_Small_value_payments | 634.078361 | Standard | 186 |
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