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ID | Описание | Дата |
---|---|---|
f5438cdb-3b7d-4393-a9b0-51a42de2826b | redefine bricks-and-clicks supply-chains | 2021-09-19 |
9d4f2b12-1e14-4f66-b891-93542179441f | enable killer solutions | 1987-11-01 |
905aa0c0-aab0-43fa-b488-6382e8a7ed24 | unleash web-enabled systems | 2003-09-12 |
f64bb14b-e2ef-4e2e-836f-e03603b4160e | drive clicks-and-mortar users | 1999-12-19 |
4ad1662c-4f1b-44db-8157-0e0e528b31f9 | iterate strategic portals | 2014-07-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Architect | 134316.200 | 8 | 3 | 11 | 0 | 23 | 14 | 16.50 | 4.0 | Standard | 1383.60 | 41.768658 | Yes | 0.000000 | 840.167147 | Low_spent_Medium_value_payments | 582.734520 | Standard | 234 |
24 | Entrepreneur | 11866.345 | 7 | 7 | 20 | 1 | 17 | 17 | 17.73 | 6.0 | Standard | 276.34 | 23.531663 | Yes | 8.367989 | 32.853388 | Low_spent_Medium_value_payments | 337.264831 | Standard | 293 |
27 | Mechanic | 64720.900 | 4 | 4 | 2 | 3 | 11 | 3 | 0.68 | 6.0 | Good | 1425.10 | 38.573424 | No | 112.177075 | 0.000000 | High_spent_Small_value_payments | 431.612847 | Good | 393 |
20 | Architect | 140135.240 | 7 | 6 | 14 | 0 | 20 | 17 | 19.21 | 2.0 | Standard | 929.51 | 27.900100 | Yes | 0.000000 | 523.856578 | Low_spent_Large_value_payments | 884.237088 | Standard | 380 |
51 | Developer | 25795.660 | 5 | 7 | 9 | 0 | 28 | 19 | 1.38 | 1.0 | Standard | 777.94 | 34.763365 | No | 0.000000 | 251.075514 | Low_spent_Small_value_payments | 231.388320 | Standard | 354 |
43 | Writer | 101191.170 | 6 | 6 | 17 | 3 | 27 | 19 | 19.56 | 3.0 | Standard | 1264.86 | 31.453770 | Yes | 134.048127 | 257.075775 | Low_spent_Medium_value_payments | 730.035848 | Standard | 303 |
21 | Writer | 21156.880 | 5 | 6 | 13 | 0 | 25 | 8 | 11.12 | 5.0 | Standard | 386.38 | 24.910324 | Yes | 0.000000 | 35.828133 | High_spent_Medium_value_payments | 378.479200 | Standard | 200 |
21 | Developer | 29937.850 | 0 | 1 | 2 | 1 | 8 | 5 | 9.05 | 6.0 | Good | 720.68 | 29.208623 | No | 20.779413 | 104.504467 | Low_spent_Small_value_payments | 425.298203 | Standard | 225 |
37 | Engineer | 43395.090 | 1 | 3 | 4 | 3 | 11 | 14 | 10.00 | 4.0 | Good | 1103.70 | 27.552439 | No | 74.869250 | 434.068159 | Low_spent_Small_value_payments | 137.288340 | Standard | 393 |
51 | Accountant | 85768.980 | 2 | 1 | 8 | 0 | 1 | 1 | 3.25 | 2.0 | Good | 773.33 | 29.965246 | No | 0.000000 | 658.906998 | Low_spent_Medium_value_payments | 335.934502 | Good | 281 |
28 | Media_Manager | 32928.360 | 5 | 6 | 20 | 0 | 21 | 0 | 13.31 | 0.0 | Standard | 781.10 | 22.661481 | Yes | 0.000000 | 218.647030 | Low_spent_Medium_value_payments | 361.955970 | Standard | 0 |
24 | Developer | 11486.080 | 8 | 7 | 11 | 3 | 14 | 13 | 11.73 | 9.0 | Standard | 550.98 | 39.198340 | Yes | 23.083111 | 43.767810 | Low_spent_Medium_value_payments | 319.866413 | Standard | 208 |
43 | Musician | 67857.800 | 8 | 10 | 32 | 3 | 29 | 17 | 19.71 | 9.0 | Standard | 1497.68 | 28.841165 | Yes | 116.055776 | 211.901216 | High_spent_Medium_value_payments | 471.924675 | Poor | 202 |
44 | Teacher | 27794.430 | 7 | 3 | 9 | 2 | 27 | 11 | 15.25 | 5.0 | Standard | 371.41 | 38.452926 | NM | 34.903430 | 77.071139 | High_spent_Small_value_payments | 374.345682 | Standard | 139 |
25 | Musician | 17641.460 | 8 | 5 | 5 | 2 | 30 | 12 | 11.63 | 4.0 | Standard | 322.43 | 31.443756 | Yes | 15.357277 | 155.272349 | Low_spent_Small_value_payments | 289.682541 | Standard | 81 |
48 | Journalist | 121503.720 | 4 | 6 | 3 | 2 | 14 | 1 | 0.86 | 1.0 | Good | 128.68 | 26.057496 | No | 189.119319 | 870.166048 | Low_spent_Medium_value_payments | 220.745633 | Poor | 400 |
49 | Doctor | 14366.560 | 1 | 2 | 3 | 1 | 11 | 6 | 4.48 | 5.0 | Good | 411.98 | 35.204058 | No | 7.737807 | 121.638535 | Low_spent_Small_value_payments | 281.744991 | Good | 302 |
25 | Accountant | 20355.230 | 8 | 3 | 15 | 6 | 13 | 12 | 14.73 | 4.0 | Standard | 575.92 | 30.756131 | Yes | 59.286916 | 251.555495 | Low_spent_Small_value_payments | 176.984506 | Standard | 124 |
39 | Media_Manager | 116184.440 | 5 | 7 | 5 | 1 | 19 | 0 | 11.88 | 2.0 | Good | 804.90 | 37.498568 | No | 91.250492 | 521.985628 | Low_spent_Medium_value_payments | 612.167547 | Poor | 184 |
22 | Lawyer | 34565.730 | 1 | 1 | 3 | 2 | 17 | 5 | 9.67 | 7.0 | Good | 1429.23 | 28.776757 | NM | 33.142141 | 70.593123 | High_spent_Large_value_payments | 433.912486 | Good | 342 |
35 | Writer | 146399.880 | 1 | 5 | 10 | 1 | 8 | 1 | 2.61 | 2.0 | Good | 1246.47 | 39.753853 | No | 69.432733 | 208.190517 | High_spent_Large_value_payments | 1204.075750 | Poor | 0 |
28 | Accountant | 87477.450 | 3 | 5 | 7 | 0 | 3 | 0 | 2.17 | 4.0 | Good | 18.31 | 32.330211 | No | 0.000000 | 100.206268 | High_spent_Large_value_payments | 882.572482 | Standard | 198 |
27 | Media_Manager | 36886.060 | 4 | 5 | 8 | 7 | 10 | 13 | 17.73 | 8.0 | Standard | 1347.86 | 37.185007 | NM | 133.128821 | 241.778809 | Low_spent_Small_value_payments | 244.376203 | Poor | 234 |
37 | Lawyer | 113561.200 | 8 | 4 | 9 | 1 | 21 | 18 | 11.99 | 0.0 | Standard | 75.52 | 35.831177 | No | 53.778389 | 0.000000 | Low_spent_Small_value_payments | 670.125103 | Poor | 335 |
30 | Doctor | 32943.660 | 5 | 6 | 14 | 6 | 20 | 11 | 17.52 | 7.0 | Standard | 226.74 | 30.553158 | Yes | 162.933964 | 172.646129 | Low_spent_Small_value_payments | 235.550407 | Standard | 126 |
21 | Teacher | 96040.560 | 2 | 5 | 3 | 4 | 16 | 9 | 9.75 | 1.0 | Good | 105.89 | 26.821221 | No | 182.191909 | 502.486269 | Low_spent_Medium_value_payments | 376.759822 | Poor | 0 |
39 | Scientist | 15516.870 | 5 | 3 | 10 | 0 | 13 | 8 | 1.57 | 0.0 | Good | 43.60 | 31.830573 | No | 0.000000 | 55.555087 | Low_spent_Small_value_payments | 374.052163 | Standard | 0 |
35 | Media_Manager | 15333.865 | 6 | 3 | 7 | 2 | 20 | 14 | 23.55 | 2.0 | Standard | 630.24 | 35.104201 | Yes | 14.566559 | 53.948738 | Low_spent_Small_value_payments | 327.266911 | Standard | 344 |
48 | Mechanic | 125788.800 | 5 | 1 | 4 | 1 | 12 | 11 | 7.63 | 0.0 | Good | 1454.08 | 29.378072 | NM | 64.064671 | 0.000000 | Low_spent_Medium_value_payments | 927.068814 | Good | 302 |
36 | Media_Manager | 87199.020 | 1 | 7 | 7 | 1 | 22 | 12 | 7.13 | 4.0 | Good | 395.46 | 42.172885 | No | 62.100489 | 0.000000 | High_spent_Small_value_payments | 772.665802 | Poor | 284 |
23 | Doctor | 16668.960 | 6 | 3 | 6 | 0 | 29 | 10 | 10.36 | 5.0 | Standard | 1426.06 | 27.408256 | Yes | 0.000000 | 77.737758 | Low_spent_Medium_value_payments | 325.670242 | Standard | 225 |
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