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| ID | Описание | Дата |
|---|---|---|
| ff533726-a8d1-4e5b-aef5-f024d1dcb797 | drive transparent markets | 2013-03-17 |
| 2e7ab961-2ba5-48a6-95b0-06a881595695 | integrate back-end applications | 2023-02-26 |
| ba4956ec-b569-4f93-af58-4c1e9d853517 | generate collaborative deliverables | 1996-12-13 |
| 76af610e-a0a0-4a0a-af49-e9ad3cfab833 | drive open-source content | 1970-01-22 |
| 4c8d1c43-21ed-4ba8-928e-2b0b5c79d802 | seize clicks-and-mortar web services | 1973-02-28 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | Architect | 24199.240 | 3 | 7 | 6 | 1 | 28 | 12 | 1.67 | 2.0 | Good | 784.35 | 34.766540 | No | 13.886305 | 0.000000 | High_spent_Medium_value_payments | 392.500425 | Good | 257 |
| 18 | Entrepreneur | 81935.420 | 5 | 4 | 9 | 1 | 5 | 12 | 10.36 | 2.0 | Good | 625.32 | 40.632685 | No | 66.457710 | 458.183227 | High_spent_Small_value_payments | 422.154229 | Poor | 256 |
| 43 | Musician | 35346.690 | 1 | 6 | 12 | 1 | 0 | 3 | 8.30 | 4.0 | Good | 497.75 | 27.909051 | No | 23.593978 | 129.778138 | Low_spent_Large_value_payments | 392.383634 | Standard | 355 |
| 51 | Media_Manager | 85471.890 | 4 | 5 | 3 | 0 | 11 | 10 | 4.40 | 0.0 | Good | 232.67 | 39.656293 | No | 0.000000 | 195.313169 | High_spent_Medium_value_payments | 772.652581 | Good | 274 |
| 49 | Developer | 44066.780 | 5 | 4 | 6 | 4 | 8 | 7 | 6.29 | 2.0 | Good | 289.59 | 26.400360 | No | 80.907924 | 105.290109 | High_spent_Small_value_payments | 416.225134 | Good | 390 |
| 22 | Scientist | 44986.070 | 3 | 3 | 4 | 2 | 3 | 12 | 11.37 | 5.0 | Good | 1162.52 | 36.240775 | No | 63.751704 | 325.429429 | Low_spent_Small_value_payments | 296.602784 | Good | 344 |
| 32 | Mechanic | 22320.130 | 5 | 6 | 18 | 2 | 24 | 11 | 18.50 | 7.0 | Standard | 1426.31 | 37.368238 | Yes | 30.855248 | 236.952844 | Low_spent_Small_value_payments | 237.292992 | Standard | 240 |
| 23 | Musician | 42767.890 | 1 | 7 | 11 | 1 | 9 | 0 | 2.63 | 3.0 | Good | 1413.55 | 29.898663 | No | 20.338019 | 0.000000 | High_spent_Large_value_payments | 501.098922 | Standard | 0 |
| 38 | Architect | 100148.800 | 6 | 6 | 18 | 4 | 24 | 14 | 14.13 | 6.0 | Standard | 337.84 | 37.615426 | Yes | 194.670317 | 817.758798 | Low_spent_Medium_value_payments | 85.144219 | Standard | 139 |
| 23 | Lawyer | 22705.830 | 4 | 6 | 4 | 2 | 27 | 12 | 4.53 | 4.0 | Good | 854.10 | 38.177991 | No | 22.670803 | 27.767156 | High_spent_Medium_value_payments | 372.377291 | Good | 0 |
| 32 | Scientist | 23808.750 | 8 | 7 | 8 | 0 | 26 | 12 | 19.79 | 1.0 | Standard | 7.87 | 25.160780 | Yes | 0.000000 | 166.655198 | Low_spent_Large_value_payments | 302.651052 | Standard | 300 |
| 35 | Entrepreneur | 82203.450 | 6 | 5 | 12 | 2 | 12 | 20 | 4.86 | 4.0 | Standard | 667.13 | 38.247787 | Yes | 104.320066 | 462.661990 | Low_spent_Large_value_payments | 368.546694 | Standard | 265 |
| 23 | Scientist | 33531.190 | 7 | 3 | 10 | 2 | 12 | 13 | 6.75 | 4.0 | Good | 787.39 | 34.614601 | No | 35.335007 | 0.000000 | High_spent_Medium_value_payments | 468.048144 | Good | 337 |
| 36 | Accountant | 28468.130 | 3 | 1 | 3 | 3 | 14 | 6 | 3.80 | 5.0 | Good | 952.39 | 33.538837 | No | 64.519215 | 59.005722 | High_spent_Large_value_payments | 375.209480 | Good | 248 |
| 36 | Journalist | 16633.780 | 5 | 3 | 10 | 3 | 11 | 6 | 11.20 | 1.0 | Good | 110.89 | 35.726760 | No | 40.150588 | 147.646291 | Low_spent_Medium_value_payments | 253.517955 | Good | 253 |
| 53 | Journalist | 43220.640 | 2 | 5 | 12 | 1 | 15 | 5 | 8.77 | 1.0 | Good | 1292.16 | 36.364950 | No | 26.479110 | 375.882198 | Low_spent_Small_value_payments | 257.910691 | Good | 227 |
| 34 | Teacher | 167075.680 | 2 | 4 | 4 | 0 | 23 | 3 | 0.00 | 0.0 | Good | 831.37 | 36.494160 | No | 0.000000 | 206.807861 | High_spent_Large_value_payments | 1422.589473 | Poor | 338 |
| 27 | Mechanic | 35540.740 | 3 | 5 | 2 | 2 | 6 | 0 | 9.45 | 1.0 | Good | 1148.21 | 24.345142 | NM | 52.412166 | 405.758418 | Low_spent_Small_value_payments | 155.102250 | Good | 379 |
| 49 | Accountant | 61614.900 | 4 | 3 | 10 | 1 | 10 | 5 | 8.17 | 3.0 | Good | 157.71 | 29.698256 | No | 44.427963 | 156.823995 | High_spent_Medium_value_payments | 585.205542 | Good | 321 |
| 26 | Scientist | 18123.675 | 7 | 5 | 7 | 2 | 25 | 14 | 16.37 | 4.0 | Standard | 770.41 | 24.429556 | No | 24.505594 | 53.512359 | Low_spent_Small_value_payments | 344.612672 | Standard | 0 |
| 37 | Lawyer | 134124.000 | 0 | 3 | 11 | 1 | 0 | 0 | 0.00 | 4.0 | Good | 787.50 | 42.323120 | No | 106.792038 | 408.480848 | High_spent_Medium_value_payments | 823.327113 | Good | 197 |
| 29 | Teacher | 79630.140 | 3 | 1 | 3 | 1 | 3 | 7 | 11.37 | 0.0 | Good | 1133.46 | 37.526621 | No | 34.551060 | 262.596661 | Low_spent_Small_value_payments | 661.836779 | Standard | 187 |
| 37 | Media_Manager | 29357.850 | 5 | 4 | 17 | 3 | 19 | 14 | 11.09 | 4.0 | Standard | 848.04 | 34.512666 | Yes | 45.650521 | 98.265097 | Low_spent_Small_value_payments | 412.633132 | Standard | 0 |
| 53 | Musician | 134282.840 | 8 | 7 | 19 | 2 | 20 | 12 | 11.58 | 3.0 | Standard | 551.46 | 35.636231 | No | 131.584055 | 0.000000 | High_spent_Large_value_payments | 978.057874 | Standard | 0 |
| 29 | Accountant | 44667.500 | 5 | 6 | 18 | 4 | 10 | 8 | 19.79 | 8.0 | Standard | 1148.67 | 38.192043 | NM | 148.452544 | 147.553805 | High_spent_Medium_value_payments | 308.522818 | Standard | 226 |
| 38 | Lawyer | 28941.240 | 3 | 5 | 11 | 4 | 6 | 9 | 14.59 | 6.0 | Good | 562.01 | 40.124371 | No | 74.821768 | 76.796070 | High_spent_Medium_value_payments | 345.859162 | Good | 238 |
| 30 | Teacher | 29661.880 | 4 | 7 | 8 | 0 | 9 | 1 | 6.39 | 2.0 | Good | 80.25 | 39.803272 | No | 0.000000 | 170.855912 | Low_spent_Large_value_payments | 342.726422 | Standard | 303 |
| 24 | Journalist | 96815.910 | 2 | 5 | 1 | 0 | 7 | 4 | 10.40 | 3.0 | Good | 1257.64 | 28.656559 | No | 0.000000 | 193.198648 | High_spent_Large_value_payments | 852.600602 | Standard | 364 |
| 16 | Manager | 56062.220 | 4 | 4 | 8 | 6 | 28 | 13 | 14.40 | 7.0 | Standard | 186.61 | 31.394327 | Yes | 175.631277 | 204.520860 | High_spent_Small_value_payments | 347.933030 | Standard | 210 |
| 54 | Writer | 132848.880 | 5 | 1 | 7 | 1 | 4 | 12 | 1.99 | 4.0 | Good | 1041.91 | 44.987818 | No | 55.877933 | 0.000000 | High_spent_Medium_value_payments | 1060.736760 | Good | 272 |
| 30 | Scientist | 64980.720 | 4 | 7 | 6 | 2 | 5 | 3 | 0.78 | 3.0 | Good | 375.38 | 40.813580 | No | 88.448227 | 431.511278 | Low_spent_Small_value_payments | 317.346495 | Standard | 379 |
| 55 | Architect | 54740.380 | 3 | 4 | 7 | 0 | 5 | 0 | 9.09 | 2.0 | Standard | 1101.31 | 28.032134 | NM | 0.000000 | 109.566237 | Low_spent_Large_value_payments | 600.003596 | Standard | 324 |
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