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ID | Описание | Дата |
---|---|---|
fc0c2312-1ed7-41e8-955d-4b9c29541275 | brand bricks-and-clicks methodologies | 1992-03-16 |
8da470f3-451e-4da8-abfd-7ea8e057c41c | visualize scalable e-business | 1978-04-19 |
395068e5-5385-458d-b17f-d0d679c0a1bc | empower B2C e-commerce | 2020-12-27 |
fb6a5a90-8515-416c-a223-7310748fcc5f | optimize 24/365 functionalities | 2010-12-19 |
ae486972-3acd-4df9-a99f-157264d0f4d8 | extend web-enabled schemas | 2020-03-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Architect | 43581.130 | 4 | 3 | 9 | 3 | 14 | 2 | 3.56 | 2.0 | Good | 900.83 | 34.134715 | No | 103.033078 | 79.464977 | High_spent_Large_value_payments | 414.178029 | Good | 281 |
39 | Manager | 78477.180 | 4 | 5 | 16 | 2 | 6 | 20 | 7.35 | 1.0 | Standard | 1197.91 | 38.773856 | Yes | 123.317587 | 415.682069 | Low_spent_Medium_value_payments | 382.276844 | Standard | 291 |
37 | Scientist | 34773.310 | 1 | 5 | 6 | 2 | 0 | 0 | 6.17 | 4.0 | Good | 82.07 | 39.799246 | No | 52.230562 | 294.049096 | Low_spent_Small_value_payments | 231.597926 | Good | 276 |
30 | Engineer | 17612.175 | 6 | 5 | 14 | 4 | 20 | 14 | 12.75 | 5.0 | Standard | 1273.32 | 34.504118 | Yes | 38.811711 | 43.981627 | Low_spent_Small_value_payments | 328.474787 | Standard | 215 |
24 | Journalist | 44640.320 | 3 | 6 | 1 | 4 | 4 | 7 | 10.19 | 2.0 | Good | 700.43 | 35.978435 | No | 123.476264 | 320.819509 | Low_spent_Small_value_payments | 224.906893 | Good | 227 |
44 | Doctor | 63756.330 | 8 | 3 | 1 | 1 | 17 | 13 | 9.94 | 0.0 | Good | 950.59 | 42.628913 | No | 50.392823 | 0.000000 | High_spent_Medium_value_payments | 626.635304 | Poor | 380 |
29 | Developer | 12410.005 | 3 | 5 | 11 | 7 | 29 | 19 | 19.50 | 6.0 | Standard | 1286.88 | 26.041132 | Yes | 41.756026 | 66.636738 | Low_spent_Small_value_payments | 291.323945 | Standard | 228 |
26 | Media_Manager | 35455.230 | 0 | 4 | 1 | 2 | 14 | 8 | 0.78 | 2.0 | Good | 33.16 | 24.681708 | No | 46.579692 | 270.026222 | Low_spent_Small_value_payments | 264.754336 | Standard | 191 |
51 | Media_Manager | 114998.640 | 4 | 4 | 9 | 0 | 12 | 11 | 7.87 | 3.0 | Good | 369.08 | 28.453549 | No | 0.000000 | 64.896662 | High_spent_Large_value_payments | 1148.025338 | Good | 224 |
48 | Musician | 41736.660 | 3 | 3 | 9 | 3 | 9 | 1 | 5.25 | 1.0 | Good | 1385.82 | 24.058348 | No | 98.015639 | 417.109883 | Low_spent_Small_value_payments | 107.879978 | Good | 220 |
39 | Mechanic | 44826.540 | 2 | 3 | 10 | 0 | 25 | 9 | 2.52 | 2.0 | Good | 952.04 | 26.733689 | NM | 0.000000 | 289.584564 | Low_spent_Small_value_payments | 395.769936 | Poor | 0 |
41 | Entrepreneur | 32019.940 | 4 | 5 | 7 | 3 | 22 | 16 | 1.79 | 1.0 | Good | 776.31 | 35.317785 | No | 41.772940 | 92.429856 | High_spent_Medium_value_payments | 375.630037 | Good | 205 |
47 | Engineer | 121844.200 | 6 | 6 | 16 | 2 | 18 | 8 | 8.30 | 4.0 | Standard | 1265.84 | 34.294826 | Yes | 162.668139 | 367.198050 | High_spent_Medium_value_payments | 746.702145 | Standard | 243 |
24 | Scientist | 41167.600 | 7 | 3 | 7 | 0 | 24 | 7 | 9.92 | 2.0 | Good | 918.62 | 27.259685 | No | 0.000000 | 444.389514 | Low_spent_Small_value_payments | 205.273820 | Poor | 321 |
20 | Mechanic | 20638.155 | 2 | 5 | 4 | 0 | 24 | 1 | 3.16 | 2.0 | Good | 1348.17 | 27.580677 | No | 0.000000 | 31.518042 | High_spent_Large_value_payments | 390.066583 | Standard | 328 |
35 | Writer | 37579.750 | 3 | 1 | 5 | 0 | 12 | 4 | 7.39 | 2.0 | Good | 865.97 | 34.598167 | No | 0.000000 | 96.567190 | High_spent_Medium_value_payments | 442.597394 | Good | 219 |
42 | Musician | 53387.880 | 5 | 5 | 5 | 1 | 26 | 15 | 10.39 | 8.0 | Standard | 1106.86 | 37.550444 | NM | 23.027247 | 83.629130 | High_spent_Large_value_payments | 577.142623 | Standard | 133 |
47 | Media_Manager | 16520.865 | 4 | 1 | 8 | 2 | 1 | 4 | 1.53 | 3.0 | Good | 841.69 | 36.916130 | No | 24.131379 | 0.000000 | Low_spent_Large_value_payments | 278.723188 | Good | 198 |
55 | Accountant | 108625.290 | 8 | 6 | 13 | 0 | 11 | 16 | 2.88 | 3.0 | Standard | 303.74 | 39.237801 | No | 0.000000 | 255.376206 | Low_spent_Medium_value_payments | 935.134544 | Poor | 267 |
22 | Doctor | 28045.820 | 7 | 7 | 6 | 7 | 23 | 9 | 21.28 | 8.0 | Standard | 324.35 | 39.379038 | Yes | 147.720837 | 123.595465 | Low_spent_Large_value_payments | 242.098865 | Standard | 184 |
33 | Developer | 13207.760 | 7 | 5 | 9 | 4 | 21 | 11 | 15.15 | 12.0 | Standard | 780.74 | 39.022485 | Yes | 37.779780 | 47.282025 | Low_spent_Medium_value_payments | 277.202862 | Good | 0 |
55 | Manager | 27223.100 | 8 | 6 | 7 | 0 | 28 | 18 | 3.81 | 6.0 | Good | 1373.38 | 28.844966 | No | 0.000000 | 311.631175 | Low_spent_Small_value_payments | 214.727992 | Good | 196 |
36 | Writer | 31748.670 | 5 | 4 | 12 | 1 | 11 | 0 | 7.57 | 2.0 | Good | 180.68 | 36.066941 | No | 14.331704 | 41.475673 | High_spent_Medium_value_payments | 433.064873 | Good | 253 |
20 | Manager | 117283.350 | 0 | 7 | 7 | 3 | 14 | 9 | 10.27 | 3.0 | Good | 1248.12 | 41.545866 | NM | 173.480930 | 125.041568 | High_spent_Large_value_payments | 908.438752 | Poor | 224 |
37 | Media_Manager | 55444.560 | 10 | 7 | 17 | 6 | 40 | 17 | 2.73 | 12.0 | Bad | 1310.68 | 29.455891 | Yes | 171.908268 | 0.000000 | High_spent_Medium_value_payments | 367.313730 | Poor | 190 |
26 | Journalist | 16159.510 | 4 | 3 | 6 | 2 | 22 | 16 | 6.27 | 4.0 | Standard | 233.56 | 29.897539 | Yes | 19.371645 | 165.583383 | Low_spent_Small_value_payments | 241.407555 | Standard | 339 |
22 | Doctor | 23537.540 | 7 | 4 | 8 | 3 | 21 | 0 | 7.13 | 6.0 | Standard | 174.06 | 36.501290 | Yes | 53.558306 | 76.355296 | Low_spent_Medium_value_payments | 340.732564 | Standard | 109 |
24 | Engineer | 39130.840 | 0 | 4 | 5 | 4 | 14 | 2 | 0.77 | 2.0 | Good | 218.90 | 36.672843 | No | 88.328875 | 188.162384 | High_spent_Small_value_payments | 325.699074 | Good | 310 |
47 | Teacher | 32390.150 | 3 | 6 | 5 | 0 | 10 | 17 | 8.81 | 2.0 | Standard | 596.56 | 25.285709 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 331.683808 | Standard | 0 |
35 | Lawyer | 54525.940 | 3 | 5 | 10 | 4 | 9 | 8 | 11.02 | 8.0 | Standard | 157.10 | 36.383405 | Yes | 131.080373 | 306.608943 | High_spent_Small_value_payments | 287.893518 | Standard | 263 |
46 | Teacher | 40019.720 | 4 | 7 | 3 | 0 | 10 | 11 | 9.48 | 4.0 | Standard | 805.43 | 31.307450 | No | 0.000000 | 461.038296 | Low_spent_Small_value_payments | 185.559371 | Standard | 392 |
49 | Journalist | 175718.640 | 3 | 5 | 11 | 0 | 12 | 5 | 6.85 | 5.0 | Good | 1336.86 | 30.083109 | No | 0.000000 | 484.212481 | Low_spent_Medium_value_payments | 1266.509519 | Good | 277 |
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