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ID | Описание | Дата |
---|---|---|
e75b1dfc-4fc3-4256-b808-e3f73bd70873 | extend ubiquitous partnerships | 2008-02-21 |
d7071160-0fa7-4355-80f9-19c6ece3cfc1 | e-enable integrated users | 1992-06-24 |
30745162-aa55-43b5-8ebd-2c0647a3dc2a | facilitate synergistic technologies | 1982-02-11 |
7bb18d61-10a5-4f71-9634-a4311a16672e | enable magnetic schemas | 2014-04-09 |
22b69b3c-b3cf-46b7-af72-ea5af38a1859 | repurpose dot-com initiatives | 1991-05-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Developer | 28665.760 | 7 | 3 | 5 | 1 | 16 | 10 | 4.32 | 0.0 | Standard | 1237.46 | 33.845018 | No | 22.688178 | 138.306603 | Low_spent_Medium_value_payments | 377.286552 | Standard | 296 |
32 | Journalist | 12303.090 | 6 | 3 | 9 | 3 | 23 | 16 | 17.06 | 4.0 | Standard | 1328.11 | 26.673080 | Yes | 26.763607 | 66.030479 | High_spent_Small_value_payments | 291.531664 | Standard | 220 |
47 | Manager | 58267.500 | 4 | 3 | 19 | 0 | 12 | 10 | 13.42 | 0.0 | Standard | 244.16 | 38.827377 | Yes | 0.000000 | 263.657417 | Low_spent_Large_value_payments | 466.505083 | Standard | 264 |
53 | Teacher | 145917.880 | 8 | 5 | 5 | 2 | 16 | 14 | 6.22 | 2.0 | Good | 500.24 | 35.961319 | No | 127.569254 | 220.691507 | High_spent_Large_value_payments | 1129.421572 | Poor | 251 |
19 | Media_Manager | 69642.000 | 2 | 2 | 12 | 1 | 7 | 6 | 7.41 | 4.0 | Good | 203.56 | 31.249423 | No | 57.053182 | 227.301984 | High_spent_Medium_value_payments | 549.894833 | Good | 257 |
41 | Doctor | 8578.295 | 4 | 10 | 31 | 5 | 31 | 14 | 22.38 | 6.0 | Standard | 1425.81 | 32.304023 | Yes | 19.535330 | 51.049683 | Low_spent_Small_value_payments | 282.900778 | Standard | 200 |
17 | Developer | 49639.200 | 8 | 5 | 13 | 2 | 14 | 10 | 14.71 | 7.0 | Standard | 451.16 | 31.300500 | Yes | 45.020286 | 438.324516 | Low_spent_Medium_value_payments | 233.115198 | Standard | 95 |
17 | Teacher | 16762.180 | 5 | 6 | 20 | 3 | 29 | 8 | 16.30 | 8.0 | Standard | 1005.25 | 32.693866 | Yes | 36.247288 | 0.000000 | Low_spent_Small_value_payments | 296.326691 | Standard | 157 |
32 | Media_Manager | 15829.875 | 4 | 2 | 4 | 1 | 10 | 4 | 2.70 | 3.0 | Good | 968.61 | 25.919952 | No | 183.542460 | 110.122135 | Low_spent_Small_value_payments | 297.373955 | Good | 242 |
33 | Teacher | 12629.600 | 7 | 3 | 17 | 2 | 25 | 19 | 19.97 | 4.0 | Standard | 1090.80 | 24.307525 | NM | 17.809233 | 73.652054 | Low_spent_Medium_value_payments | 282.685379 | Standard | 185 |
33 | Writer | 16114.170 | 3 | 6 | 13 | 2 | 24 | 15 | 14.99 | 11.0 | Standard | 1246.74 | 27.886387 | Yes | 25.779887 | 151.178171 | Low_spent_Small_value_payments | 229.126692 | Standard | 0 |
49 | Musician | 16518.585 | 1 | 5 | 9 | 4 | 4 | 10 | 11.67 | 6.0 | Good | 272.00 | 33.579138 | No | 47.623331 | 19.733925 | High_spent_Large_value_payments | 328.997619 | Good | 358 |
54 | Developer | 29822.120 | 4 | 4 | 7 | 4 | 26 | 8 | 4.90 | 4.0 | Standard | 21.07 | 28.031628 | No | 77.972898 | 0.000000 | Low_spent_Small_value_payments | 317.582168 | Standard | 337 |
49 | Musician | 43090.570 | 3 | 4 | 8 | 1 | 1 | 10 | 6.55 | 4.0 | Good | 1128.23 | 32.988074 | No | 34.765280 | 282.618753 | Low_spent_Medium_value_payments | 341.404050 | Poor | 399 |
55 | Musician | 30834.280 | 3 | 4 | 1 | 2 | 11 | 2 | 2.65 | 1.0 | Good | 1112.03 | 35.692372 | No | 41.930276 | 71.286870 | Low_spent_Large_value_payments | 403.935187 | Poor | 301 |
48 | Mechanic | 97609.350 | 5 | 3 | 11 | 1 | 29 | 11 | 10.78 | 0.0 | Standard | 573.35 | 25.967366 | Yes | 50.343285 | 0.000000 | Low_spent_Small_value_payments | 577.846394 | Standard | 249 |
31 | Doctor | 41290.290 | 4 | 5 | 8 | 4 | 3 | 4 | 7.64 | 7.0 | Good | 43.99 | 35.763648 | No | 85.644372 | 92.665628 | Low_spent_Large_value_payments | 451.875750 | Good | 246 |
26 | Media_Manager | 87314.670 | 5 | 2 | 9 | 2 | 15 | 4 | 0.00 | 1.0 | Good | 774.36 | 29.960086 | No | 96.908470 | 380.309562 | Low_spent_Medium_value_payments | 514.904218 | Good | 218 |
15 | Manager | 15814.770 | 7 | 4 | 13 | 7 | 22 | 8 | 13.69 | 10.0 | Standard | 902.47 | 34.444462 | Yes | 58.119995 | 0.000000 | Low_spent_Small_value_payments | 289.520616 | Standard | 0 |
31 | Entrepreneur | 151437.080 | 0 | 4 | 3 | 2 | 5 | 5 | 1.97 | 3.0 | Good | 879.78 | 29.061895 | No | 147.526460 | 233.166813 | High_spent_Large_value_payments | 1095.482393 | Standard | 0 |
23 | Media_Manager | 37813.290 | 1 | 5 | 4 | 0 | 0 | 5 | 1.24 | 1.0 | Good | 84.62 | 26.682728 | No | 0.000000 | 300.014963 | Low_spent_Small_value_payments | 285.095787 | Good | 0 |
48 | Media_Manager | 28378.530 | 6 | 3 | 9 | 1 | 16 | 17 | 16.42 | 3.0 | Standard | 316.61 | 35.835446 | Yes | 20.851606 | 150.493908 | Low_spent_Large_value_payments | 321.542236 | Standard | 199 |
24 | Manager | 125079.040 | 6 | 7 | 17 | 1 | 9 | 0 | 10.14 | 6.0 | Standard | 1029.08 | 38.920144 | No | 88.810978 | 576.660569 | Low_spent_Large_value_payments | 624.253786 | Poor | 221 |
29 | Musician | 67188.580 | 5 | 7 | 9 | 3 | 12 | 2 | 3.84 | 4.0 | Good | 1370.98 | 38.905967 | No | 145.929597 | 168.878088 | High_spent_Medium_value_payments | 510.997148 | Standard | 226 |
31 | Manager | 68130.210 | 7 | 5 | 19 | 2 | 24 | 17 | 14.00 | 5.0 | Standard | 1069.66 | 36.222470 | Yes | 58.253122 | 612.651566 | Low_spent_Small_value_payments | 209.447062 | Standard | 208 |
26 | Accountant | 72159.900 | 4 | 6 | 11 | 1 | 25 | 17 | 9.88 | 4.0 | Standard | 1443.02 | 30.017493 | NM | 33.977334 | 0.000000 | High_spent_Large_value_payments | 662.321246 | Standard | 197 |
37 | Journalist | 21093.410 | 1 | 5 | 10 | 3 | 13 | 9 | 6.07 | 3.0 | Good | 694.73 | 28.616400 | No | 29.959037 | 154.921501 | Low_spent_Medium_value_payments | 262.897879 | Good | 324 |
35 | Entrepreneur | 42756.720 | 4 | 3 | 2 | 3 | 12 | 1 | 7.67 | 3.0 | Good | 884.86 | 34.475879 | No | 72.876318 | 48.271746 | High_spent_Medium_value_payments | 494.157936 | Good | 304 |
39 | Accountant | 37107.790 | 3 | 4 | 4 | 0 | 30 | 4 | 10.39 | 6.0 | Good | 86.55 | 31.322997 | No | 0.000000 | 410.653630 | Low_spent_Small_value_payments | 190.777953 | Poor | 345 |
26 | Engineer | 73106.920 | 1 | 2 | 4 | 1 | 8 | 12 | 9.35 | 4.0 | Good | 900.37 | 39.286128 | No | 42.852112 | 580.948936 | Low_spent_Medium_value_payments | 287.123286 | Good | 375 |
22 | Engineer | 70160.180 | 7 | 6 | 11 | 2 | 23 | 12 | 16.11 | 8.0 | Standard | 1154.39 | 28.435357 | Yes | 82.494207 | 199.383607 | High_spent_Medium_value_payments | 578.190353 | Standard | 0 |
23 | Doctor | 83716.080 | 6 | 4 | 10 | 1 | 28 | 20 | 14.34 | 2.0 | Standard | 729.69 | 36.979130 | Yes | 49.311127 | 452.214637 | Low_spent_Medium_value_payments | 496.608236 | Standard | 354 |
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