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ID | Описание | Дата |
---|---|---|
9c1853b9-5b7d-429b-9d80-7366fab0ad06 | maximize clicks-and-mortar interfaces | 2008-04-09 |
5f6e4602-695b-463f-a0a4-57819eb4ee11 | unleash next-generation content | 1971-07-29 |
2d33865b-c029-4238-b4ac-b2b41414f087 | repurpose end-to-end methodologies | 1986-06-18 |
4db1ec02-c969-436f-8781-dbc73b82bfdd | repurpose leading-edge experiences | 1996-12-15 |
c9dd35b8-dd28-4d5f-afc9-612f3bca2392 | deliver seamless architectures | 2011-02-11 |
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 | 11 | 4.32 | 0.0 | Standard | 1237.46 | 33.373865 | No | 22.688178 | 80.257097 | High_spent_Medium_value_payments | 405.336059 | Standard | 294 |
35 | Accountant | 18578.880 | 1 | 3 | 1 | 3 | 15 | 9 | 11.87 | 5.0 | Good | 779.49 | 32.157277 | No | 140.106865 | 39.018937 | High_spent_Medium_value_payments | 314.624725 | Standard | 374 |
47 | Manager | 58267.500 | 4 | 3 | 19 | 0 | 12 | 10 | 13.42 | 0.0 | Standard | 244.16 | 40.459784 | Yes | 0.000000 | 162.227333 | High_spent_Medium_value_payments | 547.935167 | Standard | 263 |
53 | Teacher | 145917.880 | 8 | 5 | 5 | 2 | 13 | 14 | 3.22 | 2.0 | Good | 500.24 | 30.927251 | No | 127.569254 | 312.431946 | High_spent_Medium_value_payments | 1047.681133 | Poor | 250 |
18 | Media_Manager | 69642.000 | 2 | 2 | 12 | 1 | 3 | 8 | 7.41 | 4.0 | Good | 203.56 | 26.614888 | No | 57.053182 | 68.002446 | High_spent_Large_value_payments | 699.194372 | Good | 255 |
40 | Doctor | 8578.295 | 4 | 10 | 31 | 5 | 27 | 16 | 18.38 | 6.0 | Standard | 1425.81 | 36.970203 | Yes | 19.535330 | 42.342165 | Low_spent_Small_value_payments | 291.608297 | Standard | 198 |
16 | Developer | 49639.200 | 8 | 5 | 13 | 2 | 14 | 9 | 14.71 | 7.0 | Standard | 451.16 | 29.358068 | Yes | 45.020286 | 125.420266 | High_spent_Medium_value_payments | 516.019448 | Standard | 93 |
17 | Teacher | 16762.180 | 5 | 6 | 20 | 3 | 25 | 8 | 11.30 | 8.0 | Standard | 1005.25 | 36.724738 | Yes | 36.247288 | 0.000000 | Low_spent_Small_value_payments | 315.654925 | Standard | 156 |
32 | Media_Manager | 15829.875 | 4 | 2 | 4 | 1 | 10 | 3 | 2.70 | 3.0 | Good | 968.61 | 33.468975 | No | 6.719535 | 63.875623 | High_spent_Small_value_payments | 313.620467 | Good | 240 |
33 | Teacher | 12629.600 | 7 | 3 | 17 | 2 | 25 | 20 | 19.97 | 4.0 | Standard | 1090.80 | 35.209135 | Yes | 17.809233 | 110.156511 | Low_spent_Small_value_payments | 256.180922 | Standard | 184 |
33 | Writer | 16114.170 | 3 | 6 | 13 | 2 | 26 | 14 | 14.99 | 6.0 | Standard | 1246.74 | 26.131583 | Yes | 25.779887 | 39.842767 | Low_spent_Small_value_payments | 340.462096 | Standard | 237 |
49 | Musician | 16518.585 | 1 | 5 | 9 | 4 | 4 | 10 | 11.67 | 6.0 | Good | 272.00 | 24.167700 | No | 47.623331 | 197.942155 | Low_spent_Small_value_payments | 200.789388 | Good | 357 |
53 | Developer | 29822.120 | 4 | 4 | 7 | 4 | 25 | 7 | 4.90 | 4.0 | Standard | 21.07 | 33.226600 | No | 77.972898 | 19.079138 | High_spent_Large_value_payments | 365.265631 | Standard | 334 |
49 | Musician | 43090.570 | 3 | 4 | 8 | 1 | 1 | 9 | 5.55 | 4.0 | Good | 1128.23 | 40.681238 | No | 34.765280 | 205.230905 | Low_spent_Small_value_payments | 428.791898 | Poor | 398 |
55 | Musician | 30834.280 | 3 | 4 | 1 | 2 | 11 | 2 | 0.65 | 1.0 | Good | 1112.03 | 38.026714 | No | 41.930276 | 38.929844 | High_spent_Medium_value_payments | 416.292214 | Poor | 298 |
26 | Scientist | 26013.730 | 7 | 6 | 5 | 3 | 19 | 19 | 1.58 | 1.0 | Standard | 515.55 | 25.009160 | Yes | 59.212043 | 72.165626 | High_spent_Medium_value_payments | 309.103414 | Good | 252 |
31 | Doctor | 41290.290 | 4 | 5 | 8 | 4 | 1 | 2 | 7.64 | 7.0 | Good | 43.99 | 29.823174 | No | 85.644372 | 208.286175 | High_spent_Small_value_payments | 326.255203 | Good | 244 |
25 | Media_Manager | 87314.670 | 5 | 2 | 9 | 2 | 15 | 3 | 4.72 | 1.0 | Good | 774.36 | 30.146768 | No | 96.908470 | 154.855085 | High_spent_Large_value_payments | 700.358695 | Good | 215 |
15 | Manager | 15814.770 | 7 | 4 | 13 | 7 | 22 | 8 | 10.69 | 10.0 | Standard | 902.47 | 32.885268 | Yes | 58.119995 | 46.984081 | Low_spent_Large_value_payments | 294.985674 | Standard | 238 |
31 | Entrepreneur | 151437.080 | 0 | 4 | 3 | 2 | 7 | 5 | 1.97 | 3.0 | Good | 879.78 | 27.542677 | No | 147.526460 | 422.490468 | Low_spent_Large_value_payments | 936.158739 | Good | 259 |
23 | Media_Manager | 37813.290 | 1 | 5 | 4 | 0 | 0 | 6 | 1.24 | 1.0 | Good | 84.62 | 30.538340 | NM | 0.000000 | 201.673462 | Low_spent_Small_value_payments | 383.437288 | Standard | 207 |
48 | Media_Manager | 28378.530 | 6 | 3 | 9 | 1 | 16 | 17 | 16.42 | 3.0 | Standard | 316.61 | 39.849518 | Yes | 20.851606 | 125.110717 | Low_spent_Small_value_payments | 366.925427 | Standard | 198 |
24 | Manager | 125079.040 | 6 | 7 | 17 | 1 | 9 | 16 | 4.14 | 4.0 | Standard | 1029.08 | 26.830638 | No | 88.810978 | 0.000000 | Low_spent_Small_value_payments | 356.193565 | Standard | 0 |
35 | Manager | 11938.100 | 6 | 4 | 20 | 4 | 5 | 15 | 9.54 | 3.0 | Standard | 593.33 | 31.384416 | Yes | 20.183956 | 69.411703 | Low_spent_Medium_value_payments | 310.188507 | Standard | 295 |
31 | Manager | 68130.210 | 7 | 5 | 19 | 2 | 24 | 17 | 14.00 | 5.0 | Standard | 1069.66 | 28.699075 | Yes | 58.253122 | 238.087508 | High_spent_Medium_value_payments | 544.011121 | Standard | 207 |
26 | Accountant | 72159.900 | 4 | 6 | 11 | 1 | 25 | 16 | 9.88 | 4.0 | Standard | 1443.02 | 28.665165 | Yes | 33.977334 | 73.773683 | High_spent_Medium_value_payments | 747.081483 | Standard | 196 |
37 | Journalist | 21093.410 | 1 | 5 | 10 | 3 | 13 | 12 | 6.07 | 3.0 | Good | 694.73 | 25.494067 | No | 29.959037 | 30.709461 | High_spent_Medium_value_payments | 357.109919 | Good | 323 |
35 | Entrepreneur | 42756.720 | 4 | 3 | 2 | 3 | 12 | 4 | 7.67 | 3.0 | Good | 884.86 | 23.331149 | No | 72.876318 | 283.635069 | Low_spent_Large_value_payments | 278.794613 | Standard | 303 |
39 | Accountant | 37107.790 | 3 | 4 | 4 | 0 | 30 | 4 | 10.39 | 2.0 | Good | 86.55 | 28.134134 | No | 0.000000 | 101.650410 | High_spent_Medium_value_payments | 459.781174 | Poor | 343 |
26 | Engineer | 73106.920 | 1 | 2 | 4 | 1 | 8 | 12 | 9.35 | 4.0 | Good | 900.37 | 40.087475 | No | 42.852112 | 0.000000 | High_spent_Medium_value_payments | 678.567416 | Good | 373 |
22 | Engineer | 70160.180 | 7 | 6 | 11 | 2 | 23 | 12 | 14.11 | 8.0 | Standard | 1154.39 | 37.335138 | Yes | 82.494207 | 122.561303 | High_spent_Large_value_payments | 645.012656 | Standard | 395 |
22 | Doctor | 83716.080 | 6 | 4 | 10 | 1 | 33 | 20 | 11.34 | 2.0 | Standard | 729.69 | 40.649311 | Yes | 49.311127 | 437.329517 | High_spent_Small_value_payments | 491.493355 | Standard | 352 |
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