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| ID | Описание | Дата |
|---|---|---|
| f7f8a6c6-224c-4272-9fee-4d3dc9c22366 | embrace collaborative initiatives | 1986-03-19 |
| 10beec87-848c-4bf8-ad87-11689f642bed | transform seamless interfaces | 2013-01-21 |
| 69521f66-7a7e-4fc5-b906-3eb9d1aea364 | deploy cross-platform deliverables | 1990-03-06 |
| 7c7f0940-a847-444b-9811-f4720e45fb85 | syndicate customized communities | 1987-02-18 |
| ac18941b-d82c-4ab6-8433-d2ff1c2136ad | streamline efficient deliverables | 2023-04-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37 | Teacher | 85328.730 | 3 | 4 | 11 | 1 | 12 | 17 | 1.83 | 2.0 | Good | 585.05 | 25.719116 | NM | 68.458966 | 440.180324 | Low_spent_Small_value_payments | 467.233460 | Good | 385 |
| 45 | Scientist | 51307.100 | 8 | 6 | 10 | 2 | 22 | 15 | 9.95 | 0.0 | Standard | 878.19 | 28.291942 | Yes | 50.444028 | 0.000000 | High_spent_Small_value_payments | 384.247750 | Standard | 0 |
| 40 | Lawyer | 9542.280 | 6 | 6 | 14 | 4 | 22 | 10 | 14.96 | 11.0 | Standard | 322.61 | 28.917628 | Yes | 22.400699 | 47.768252 | Low_spent_Large_value_payments | 266.950049 | Standard | 95 |
| 19 | Manager | 69374.780 | 1 | 3 | 12 | 2 | 14 | 5 | 11.07 | 1.0 | Good | 1171.73 | 32.724246 | No | 68.542053 | 66.863146 | High_spent_Large_value_payments | 675.617968 | Good | 342 |
| 24 | Media_Manager | 67726.170 | 8 | 7 | 20 | 2 | 29 | 9 | 8.76 | 5.0 | Standard | 337.25 | 35.010313 | NM | 93.188698 | 408.576505 | Low_spent_Small_value_payments | 372.319548 | Standard | 301 |
| 40 | Doctor | 8578.295 | 4 | 10 | 31 | 5 | 27 | 16 | 15.38 | 6.0 | Standard | 1425.81 | 35.637383 | Yes | 19.535330 | 0.000000 | Low_spent_Small_value_payments | 266.030651 | Poor | 194 |
| 35 | Entrepreneur | 12127.235 | 4 | 4 | 11 | 1 | 29 | 16 | 0.00 | 5.0 | Standard | 581.87 | 24.195157 | Yes | 5.629824 | 97.936181 | Low_spent_Small_value_payments | 275.894286 | Poor | 371 |
| 28 | Doctor | 24795.160 | 8 | 6 | 20 | 0 | 27 | 11 | 5.26 | 0.0 | Standard | 664.38 | 39.902270 | No | 0.000000 | 121.822792 | Low_spent_Small_value_payments | 348.903541 | Standard | 327 |
| 29 | Lawyer | 102942.360 | 3 | 5 | 18 | 2 | 22 | 16 | 18.28 | 5.0 | Standard | 76.07 | 27.939862 | Yes | 131.600949 | 337.710840 | High_spent_Medium_value_payments | 626.741211 | Standard | 171 |
| 33 | Media_Manager | 14049.075 | 3 | 6 | 4 | 1 | 11 | 1 | 5.69 | 3.0 | Good | 1409.86 | 29.413336 | No | 10.848787 | 83.146217 | Low_spent_Medium_value_payments | 307.380621 | Standard | 216 |
| 33 | Writer | 16114.170 | 3 | 6 | 13 | 2 | 24 | 13 | 14.99 | 6.0 | Standard | 1246.74 | 26.850291 | Yes | 25.779887 | 72.203856 | High_spent_Small_value_payments | 278.101007 | Standard | 232 |
| 29 | Accountant | 35856.820 | 2 | 5 | 20 | 1 | 16 | 0 | 16.02 | 5.0 | Standard | 1212.78 | 34.509682 | NM | 20.552123 | 185.344028 | Low_spent_Medium_value_payments | 365.910682 | Standard | 310 |
| 55 | Accountant | 14664.910 | 5 | 4 | 5 | 1 | 24 | 11 | 6.75 | 4.0 | Good | 192.25 | 27.737668 | No | 10.421804 | 21.043682 | High_spent_Large_value_payments | 313.942097 | Standard | 372 |
| 39 | Accountant | 32777.510 | 5 | 4 | 1 | 3 | 1 | 4 | 4.22 | 2.0 | Good | 653.37 | 24.545826 | No | 64.975909 | 161.739793 | Low_spent_Medium_value_payments | 323.430214 | Good | 314 |
| 31 | Manager | 16892.100 | 3 | 2 | 5 | 2 | 11 | 7 | 9.17 | 5.0 | Good | 1063.31 | 29.956644 | No | 25.285606 | 61.647802 | Low_spent_Small_value_payments | 369.334092 | Standard | 347 |
| 26 | Scientist | 26013.730 | 7 | 6 | 5 | 3 | 19 | 19 | 2.58 | 1.0 | Standard | 515.55 | 30.482796 | Yes | 59.212043 | 129.867550 | Low_spent_Small_value_payments | 291.401491 | Standard | 249 |
| 50 | Journalist | 71825.980 | 4 | 4 | 9 | 3 | 3 | 10 | 11.97 | 2.0 | Good | 153.08 | 35.960366 | No | 168.507797 | 68.466259 | High_spent_Large_value_payments | 610.875777 | Standard | 212 |
| 32 | Architect | 119809.720 | 0 | 2 | 11 | 0 | 13 | 6 | 6.20 | 2.0 | Good | 542.70 | 34.501442 | No | 0.000000 | 797.605539 | Low_spent_Large_value_payments | 466.308794 | Good | 228 |
| 15 | Manager | 15814.770 | 7 | 4 | 13 | 7 | 26 | 8 | 10.69 | 5.0 | Standard | 902.47 | 25.724681 | Yes | 58.119995 | 89.267914 | Low_spent_Small_value_payments | 272.701842 | Standard | 235 |
| 44 | Accountant | 7295.715 | 3 | 5 | 34 | 7 | 12 | 14 | 10.00 | 9.0 | Standard | 1349.10 | 36.294887 | NM | 21.292896 | 19.660069 | High_spent_Small_value_payments | 263.544660 | Standard | 126 |
| 55 | Lawyer | 57724.360 | 3 | 5 | 5 | 3 | 4 | 2 | 2.18 | 1.0 | Good | 526.31 | 27.816739 | No | 121.656194 | 156.271528 | High_spent_Medium_value_payments | 442.008611 | Standard | 280 |
| 23 | Architect | 100697.640 | 8 | 7 | 16 | 1 | 12 | 13 | 19.19 | 6.0 | Standard | 1115.00 | 37.743164 | Yes | 78.420688 | 299.121983 | High_spent_Medium_value_payments | 737.404329 | Standard | 0 |
| 38 | Accountant | 31021.080 | 2 | 4 | 10 | 1 | 1 | 5 | 2.33 | 4.0 | Good | 366.86 | 31.682765 | No | 16.968841 | 226.956034 | Low_spent_Large_value_payments | 276.084125 | Good | 293 |
| 53 | Lawyer | 60180.090 | 7 | 7 | 17 | 3 | 28 | 15 | 8.34 | 1.0 | Standard | 1293.89 | 37.731955 | No | 108.631131 | 382.874782 | Low_spent_Small_value_payments | 320.294837 | Standard | 332 |
| 30 | Manager | 68130.210 | 7 | 5 | 19 | 2 | 24 | 16 | 0.00 | 5.0 | Standard | 1069.66 | 32.995145 | Yes | 58.253122 | 581.622399 | Low_spent_Medium_value_payments | 230.476230 | Standard | 204 |
| 51 | Musician | 21761.490 | 5 | 4 | 4 | 3 | 10 | 11 | 0.00 | 2.0 | Standard | 830.29 | 29.836817 | NM | 38.785619 | 108.134372 | Low_spent_Small_value_payments | 304.625759 | Standard | 187 |
| 22 | Teacher | 35007.330 | 5 | 2 | 2 | 0 | 1 | 7 | 2.12 | 1.0 | Good | 733.96 | 24.573308 | No | 0.000000 | 426.518830 | Low_spent_Small_value_payments | 179.308920 | Good | 387 |
| 46 | Developer | 31877.720 | 3 | 6 | 20 | 1 | 28 | 0 | 1.46 | 4.0 | Standard | 886.59 | 26.772146 | NM | 21.794375 | 69.301225 | Low_spent_Large_value_payments | 436.052066 | Standard | 300 |
| 39 | Accountant | 37107.790 | 3 | 4 | 4 | 0 | 30 | 0 | 9.39 | 2.0 | Good | 86.55 | 36.995090 | NM | 0.000000 | 90.941298 | High_spent_Medium_value_payments | 470.490285 | Poor | 339 |
| 31 | Scientist | 41640.540 | 6 | 7 | 8 | 1 | 20 | 18 | 4.29 | 2.0 | Standard | 1072.42 | 24.912499 | No | 30.208315 | 337.128767 | Low_spent_Small_value_payments | 269.267417 | Standard | 323 |
| 52 | Doctor | 24251.490 | 8 | 4 | 14 | 1 | 22 | 19 | 10.53 | 2.0 | Standard | 1062.17 | 25.582411 | Yes | 18.835550 | 89.540202 | Low_spent_Large_value_payments | 360.819998 | Standard | 363 |
| 47 | Developer | 93841.650 | 0 | 3 | 6 | 1 | 25 | 10 | 1.08 | 2.0 | Good | 1042.20 | 38.078320 | No | 52.686572 | 104.498344 | High_spent_Large_value_payments | 894.328834 | Poor | 185 |
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