Tenure int64 0 72 | PhoneService stringclasses 2
values | MultipleLines stringclasses 3
values | InternetSpeed stringclasses 4
values | SupportEligibility stringclasses 4
values | Contract stringclasses 3
values | MonthlyStreamingTime stringclasses 4
values | PremiumHDStreaming stringclasses 2
values | prediction_id stringlengths 36 36 | prediction_label stringclasses 2
values | prediction_score float64 0 0.95 | actual_score int64 0 1 | actual_label stringclasses 2
values | shap/Tenure float64 -0.3 0.39 | shap/PhoneService float64 -0.11 0.2 | shap/MultipleLines float64 -0.15 0.17 | shap/InternetSpeed float64 -0.22 0.25 | shap/SupportEligibility float64 -0.22 0.2 | shap/Contract float64 -0.28 0.19 | shap/MonthlyStreamingTime float64 -0.18 0.23 | shap/PremiumHDStreaming float64 -0.09 0.14 | Gender stringclasses 2
values | Age int64 20 80 | Dependents stringclasses 2
values | Partner stringclasses 2
values | EmploymentStatus stringclasses 5
values | LocationCode stringclasses 3
values | Education stringclasses 5
values | timestamp int64 1.67B 1.67B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6699a5a9-053c-4400-afc2-ffecb8619a4f | no_churn | 0.015288 | 0 | no_churn | -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 | Male | 79 | No | No | Unemployed | Urban | Master | 1,672,898,400 |
8 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 59b2acbd-6adb-4569-bbf8-e20bfb0b9a50 | no_churn | 0.174726 | 0 | no_churn | -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 | Male | 29 | No | No | Medical Leave | Urban | High School or Below | 1,672,898,400 |
38 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 62032d95-ba2c-4ebf-85c4-4c723da92579 | no_churn | 0.073009 | 0 | no_churn | -0.046821 | -0.014198 | -0.014061 | -0.038849 | -0.087002 | 0.01844 | -0.034453 | -0.018082 | Female | 78 | No | No | Employed | Suburban | College | 1,672,898,400 |
22 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c8310966-b29c-4b59-83a8-f7a95976d226 | no_churn | 0.137639 | 0 | no_churn | -0.024519 | -0.001857 | 0.076261 | 0.012947 | 0.067373 | 0.084855 | -0.036055 | -0.023485 | Male | 57 | No | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
23 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e6d1f1a7-e3e1-46a7-a769-2b60817fbae0 | no_churn | 0.108326 | 0 | no_churn | -0.066017 | -0.009521 | 0.041846 | -0.127502 | 0.023414 | 0.05888 | -0.041846 | -0.068281 | Female | 78 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
25 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | a68ec033-4c35-46dd-9b79-a0807cf36adf | churn | 0.536225 | 1 | churn | -0.034165 | -0.01209 | 0.03722 | -0.044373 | -0.188183 | 0.045455 | -0.019221 | 0.026331 | Male | 44 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | a8248918-3ce2-454b-96ec-3c05eee5871d | no_churn | 0.015488 | 0 | no_churn | -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 | Male | 68 | Yes | No | Employed | Suburban | High School or Below | 1,672,898,400 |
20 | Yes | No | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 53dcb961-6394-4874-a15e-0c91a9ea3a08 | no_churn | 0.152272 | 0 | no_churn | 0.103612 | -0.004146 | -0.039079 | 0.029092 | 0.106581 | 0.109698 | 0.159829 | 0.130674 | Male | 40 | No | Yes | Employed | Suburban | Doctor | 1,672,898,400 |
40 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 4ea5c31d-b972-4e01-8ef7-6a6fda8d1c1d | churn | 0.413639 | 1 | churn | -0.013749 | -0.011918 | 0.019752 | -0.009759 | -0.067791 | 0.107751 | 0.114312 | 0.074579 | Male | 74 | No | No | Employed | Suburban | Master | 1,672,898,400 |
10 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 146d29f1-18d6-4339-b02b-c64dcca095f4 | churn | 0.596614 | 1 | churn | -0.007841 | -0.002811 | -0.074556 | -0.110707 | 0.007396 | 0.083751 | -0.024117 | 0.089858 | Female | 34 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
6 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 9ec4fbb8-db61-4149-9ec7-41bb56b63925 | churn | 0.750133 | 1 | churn | 0.120208 | -0.001794 | 0.114869 | 0.010885 | 0.073662 | 0.136349 | 0.121075 | 0.133221 | Female | 50 | Yes | No | Employed | Suburban | Master | 1,672,898,400 |
48 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 23d3ace6-6724-4d30-bb64-10f9606b3fc7 | no_churn | 0.074795 | 0 | no_churn | -0.031503 | -0.001701 | 0.021535 | 0.005965 | 0.148365 | 0.062341 | 0.079645 | 0.10966 | Female | 58 | No | No | Employed | Suburban | Master | 1,672,898,400 |
11 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | e85b2c96-9124-4bef-ac85-9b4186c6d124 | no_churn | 0.487258 | 0 | no_churn | 0.014881 | -0.005539 | 0.052077 | -0.082351 | -0.104398 | 0.074673 | 0.063237 | 0.049977 | Male | 58 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
8 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 3200e9d1-d1ce-4a89-9c3e-0fbfeba54220 | no_churn | 0.732914 | 0 | no_churn | 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 | Female | 59 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,898,400 |
72 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | be27e9fc-8e17-46a3-a0c2-5470d10d1357 | no_churn | 0.01922 | 0 | no_churn | -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 | Female | 48 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
65 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | b4c6ca8a-5598-4f80-908a-c67c7054c582 | no_churn | 0.148135 | 0 | no_churn | -0.172184 | -0.010869 | -0.022391 | -0.012439 | -0.092121 | 0.039019 | 0.008219 | 0.030407 | Male | 39 | Yes | Yes | Disabled | Suburban | Bachelor | 1,672,898,400 |
5 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 0997fdd3-f40a-4bd6-8a08-d584356d79bb | churn | 0.770502 | 1 | churn | 0.109801 | -0.005057 | -0.004758 | -0.056739 | -0.190645 | 0.060151 | 0.007349 | 0.058371 | Male | 80 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
66 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 67067370-8fed-43d0-a05b-925754216d71 | no_churn | 0.32117 | 0 | no_churn | -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 | Female | 59 | Yes | No | Unemployed | Suburban | Master | 1,672,898,400 |
70 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 7a74375e-b477-4281-bd31-81bd0022607b | churn | 0.138057 | 0 | no_churn | -0.198117 | -0.0067 | 0.012065 | 0.042414 | -0.065217 | 0.005189 | 0.011969 | 0.03937 | Female | 63 | No | No | Employed | Urban | Bachelor | 1,672,898,400 |
67 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | 11df3e2e-892d-4227-bb94-f770bd9fc672 | no_churn | 0.132636 | 0 | no_churn | -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 | Male | 50 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | ada96425-e8d7-4b93-8d2f-081845bcadf1 | no_churn | 0.009577 | 0 | no_churn | -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 | Female | 31 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
66 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | eefe0875-c72d-45fd-af80-f59e47ad4123 | no_churn | 0.124057 | 0 | no_churn | -0.106667 | -0.003114 | 0.028367 | 0.012939 | -0.094554 | 0.053255 | -0.000198 | 0.010945 | Female | 58 | No | No | Unemployed | Suburban | College | 1,672,898,400 |
49 | Yes | No | Fiber optic | Phone_Support | Two year | <80hrs | Active | 5f4234ac-d57e-4ac9-b536-1393ddd71927 | no_churn | 0.037012 | 0 | no_churn | -0.084559 | -0.002028 | -0.049529 | -0.014947 | -0.020364 | -0.123934 | -0.009479 | 0.035813 | Male | 42 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
26 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | f0123709-3e72-425b-8ef9-d17c23116ba4 | no_churn | 0.459123 | 0 | no_churn | -0.186852 | -0.007606 | -0.064108 | 0.045505 | -0.064809 | 0.034388 | 0.006569 | 0.027886 | Male | 79 | No | No | Disabled | Rural | Doctor | 1,672,898,400 |
4 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 5a20c89d-e49c-4df9-bc82-b0e819e91361 | no_churn | 0.509568 | 0 | no_churn | 0.252573 | -0.004381 | -0.023077 | 0.171587 | 0.006129 | 0.083298 | 0.063967 | 0.032544 | Male | 66 | Yes | No | Unemployed | Suburban | College | 1,672,898,400 |
52 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | a8e119f7-1b2b-4acf-aaea-c0aaa2ea08c7 | churn | 0.313264 | 1 | churn | 0.008542 | -0.002426 | 0.114629 | 0.030584 | 0.124694 | 0.132386 | 0.129509 | 0.09539 | Male | 44 | No | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
50 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 98f32f8d-b12c-41cc-a600-06f5932ce20d | no_churn | 0.221443 | 0 | no_churn | -0.053043 | -0.004637 | 0.088765 | 0.098241 | -0.073726 | 0.052554 | 0.118486 | 0.048834 | Male | 51 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
70 | Yes | Yes | Fiber optic | Phone_Support | One year | 100hrs+ | Active | 01b5440a-9130-4713-b842-3ab2712c57b6 | no_churn | 0.251398 | 0 | no_churn | -0.159136 | -0.001618 | 0.041724 | -0.026942 | -0.061364 | -0.17442 | 0.057427 | 0.065304 | Female | 58 | No | Yes | Unemployed | Urban | Bachelor | 1,672,898,400 |
41 | Yes | No | Fiber optic | Phone_Support | One year | 0hrs | Disabled | 8f486874-7fcc-42cf-955e-9da2723650bb | no_churn | 0.091548 | 0 | no_churn | -0.028889 | -0.006286 | -0.000263 | 0.049267 | 0.001351 | -0.235921 | -0.011076 | -0.017209 | Female | 29 | No | No | Unemployed | Suburban | High School or Below | 1,672,898,400 |
47 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 2acfd88f-ae0a-4b09-bc54-1c3b52f4dd04 | no_churn | 0.210408 | 0 | no_churn | -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 | Female | 61 | No | Yes | Unemployed | Suburban | Master | 1,672,898,400 |
22 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 576840d7-5f56-4721-8168-afe802ccbd9f | churn | 0.465704 | 1 | churn | 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 | Female | 66 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
67 | Yes | No | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | 7ba2c2e8-d2d5-4067-8751-abaf5dcc1fe3 | no_churn | 0.074016 | 0 | no_churn | -0.096146 | -0.003078 | -0.022414 | 0.022998 | -0.0263 | -0.113541 | -0.017198 | -0.013348 | Male | 56 | No | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
2 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3c496532-f57a-41dd-acbb-de3b953751b4 | churn | 0.667348 | 1 | churn | 0.266097 | -0.00606 | -0.03215 | 0.106095 | -0.029405 | 0.116026 | -0.017565 | -0.0257 | Male | 35 | No | Yes | Unemployed | Suburban | College | 1,672,898,400 |
3 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | fecfefa4-d075-4d63-84fd-bbad6f5d04c0 | churn | 0.866817 | 1 | churn | -0.00962 | 0.055726 | -0.010777 | -0.095673 | -0.001668 | 0.090523 | -0.040189 | -0.011264 | Female | 44 | No | No | Employed | Suburban | College | 1,672,898,400 |
24 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | b15fb466-e6b6-4178-b1ec-d88c48b861c7 | no_churn | 0.144649 | 0 | no_churn | 0.00048 | -0.001753 | -0.015566 | 0.046162 | 0.002492 | 0.117843 | 0.200696 | 0.098119 | Female | 62 | Yes | Yes | Employed | Suburban | Doctor | 1,672,898,400 |
62 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | 3872662e-1f6c-4b32-96a2-2cce68533658 | no_churn | 0.189563 | 0 | no_churn | -0.149788 | -0.002659 | 0.006354 | 0.009549 | -0.099844 | 0.053708 | 0.032335 | 0.023819 | Male | 51 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
44 | No | No phone service | High Speed | In_Store_Support | One year | <50hrs | Active | 21f01815-c42a-4402-9936-03f0c61feb0d | no_churn | 0.214746 | 0 | no_churn | 0.003738 | 0.06706 | 0.020825 | 0.011096 | 0.055947 | -0.092544 | 0.111036 | 0.063816 | Male | 20 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,898,400 |
2 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 027afde6-a7cf-4ec6-9a24-9f4c5acf5e4f | churn | 0.65217 | 1 | churn | 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 | Male | 65 | No | Yes | Employed | Urban | College | 1,672,898,400 |
45 | No | No phone service | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 79ed0995-14ae-4f35-8c8a-1709c3fba0c8 | no_churn | 0.151619 | 0 | no_churn | -0.124671 | 0.003918 | -0.038231 | 0.026243 | 0.069077 | 0.09287 | 0.05833 | 0.068439 | Female | 41 | No | Yes | Disabled | Urban | College | 1,672,898,400 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 9419c5e1-b703-4e02-976c-4221d15111df | no_churn | 0.095227 | 0 | no_churn | -0.117088 | -0.005933 | -0.085348 | -0.032604 | -0.106745 | 0.052717 | 0.041449 | 0.03224 | Female | 47 | Yes | No | Employed | Suburban | High School or Below | 1,672,898,400 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 596fcab0-bc04-432e-b304-dc6a58c7486f | no_churn | 0.422781 | 0 | no_churn | 0.218512 | -0.007112 | -0.015082 | -0.014567 | 0.093425 | 0.135641 | 0.061242 | 0.105581 | Female | 36 | No | Yes | Employed | Rural | College | 1,672,898,400 |
33 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | ad60a940-9bfb-4faf-ab72-7d2f5b1a6cdf | no_churn | 0.349879 | 0 | no_churn | -0.122791 | 0.012211 | -0.043583 | 0.011325 | 0.078747 | 0.065071 | 0.066683 | 0.067477 | Female | 22 | No | No | Employed | Urban | Bachelor | 1,672,898,400 |
24 | No | No phone service | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 0afc6103-617a-4494-82ba-c5d0e8acbbd6 | churn | 0.344212 | 1 | churn | -0.039573 | 0.01923 | -0.048197 | -0.036757 | 0.038734 | 0.084796 | 0.027027 | 0.055381 | Male | 62 | No | No | Employed | Suburban | College | 1,672,898,400 |
57 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 26942ba6-3a0b-4b79-8b28-31ecc05d2c2c | no_churn | 0.40639 | 0 | no_churn | -0.143804 | -0.032131 | -0.033281 | -0.003784 | -0.114383 | 0.055591 | 0.025697 | 0.027069 | Female | 28 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
10 | Yes | No | High Speed | In_Store_Support | One year | <50hrs | Active | 2641838f-33c9-48c0-a518-a26f3ea7e60e | no_churn | 0.128199 | 0 | no_churn | -0.015311 | -0.005811 | -0.071669 | -0.074516 | -0.072815 | -0.07576 | 0.048918 | 0.047938 | Female | 77 | Yes | No | Employed | Urban | College | 1,672,898,400 |
5 | No | No phone service | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 3f01dad3-6358-437f-a43c-c565f38f597b | churn | 0.527287 | 1 | churn | 0.217899 | 0.015269 | 0.00687 | 0.040811 | 0.060686 | 0.161492 | 0.104044 | 0.059486 | Female | 31 | No | No | Employed | Suburban | High School or Below | 1,672,898,400 |
13 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | add9dc38-27bc-467d-b928-dde02ee5018b | churn | 0.186797 | 0 | no_churn | 0.11764 | -0.0077 | -0.028502 | 0.018864 | 0.156313 | 0.124353 | 0.1295 | 0.130506 | Female | 30 | Yes | No | Disabled | Suburban | College | 1,672,898,400 |
21 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 948ea2cc-6015-46aa-a431-ac92cfb92c1b | no_churn | 0.129326 | 0 | no_churn | 0.073571 | -0.007087 | 0.012227 | 0.066394 | -0.037283 | 0.121677 | 0.134865 | 0.00661 | Male | 76 | Yes | No | Retired | Urban | Master | 1,672,898,400 |
71 | Yes | No | High Speed | In_Store_Support | Two year | <50hrs | Active | 9c663ef4-63ac-4171-91a7-46bb3bda9db9 | no_churn | 0.006851 | 0 | no_churn | -0.080087 | -0.003033 | -0.015305 | -0.01142 | -0.034613 | -0.175198 | 0.027007 | 0.023623 | Female | 20 | Yes | No | Disabled | Suburban | College | 1,672,898,400 |
40 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 418e9665-1384-490c-a1c1-5af8d3c0f8c2 | no_churn | 0.126639 | 0 | no_churn | -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 | Female | 78 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,898,400 |
29 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | b79b1b44-0510-492d-8a14-fbf9326e2b90 | no_churn | 0.025792 | 0 | no_churn | -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 | Male | 44 | No | No | Unemployed | Suburban | College | 1,672,898,400 |
10 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d48f30fa-837e-4ddd-84c8-d1340678df68 | no_churn | 0.108893 | 0 | no_churn | -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 | Female | 71 | No | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8b7578cb-6921-4a40-95f1-9821154f2839 | no_churn | 0.591177 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 50 | No | Yes | Unemployed | Rural | Bachelor | 1,672,898,400 |
11 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 4304f279-ff73-4781-aa5a-69b338e8d78c | no_churn | 0.041816 | 0 | no_churn | -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 | Male | 76 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
11 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8ab3dd8d-b153-4cf3-be57-aa103b3a497e | no_churn | 0.008382 | 0 | no_churn | 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 | Female | 66 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
53 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 1a34e113-53c9-49f6-a7b5-cde5e739eaa1 | no_churn | 0.012458 | 0 | no_churn | -0.046827 | -0.003584 | 0.005558 | -0.047868 | 0.013025 | -0.134884 | -0.026259 | -0.028189 | Female | 68 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
61 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | de942de7-47a3-40a7-91cf-90757eee1687 | no_churn | 0.005573 | 0 | no_churn | -0.03592 | -0.003456 | 0.007155 | -0.035576 | 0.012818 | 0.057855 | -0.018482 | -0.00342 | Male | 63 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,898,400 |
14 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 3643e61e-bc4c-48ca-a72c-41c4f460e90f | no_churn | 0.043987 | 0 | no_churn | -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 | Female | 61 | No | Yes | Unemployed | Urban | Bachelor | 1,672,898,400 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b040181f-70fa-46ad-b860-f41ce7460d03 | churn | 0.329431 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 25 | Yes | Yes | Employed | Urban | Bachelor | 1,672,898,400 |
26 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 23cecc23-4506-48c2-b678-7b758f6fb2bf | no_churn | 0.012754 | 0 | no_churn | -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 | Male | 63 | No | No | Unemployed | Urban | College | 1,672,898,400 |
14 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 9a0e7583-739b-4184-acf3-1166335c2588 | churn | 0.112494 | 0 | no_churn | -0.00044 | -0.004778 | 0.026168 | -0.029265 | -0.022212 | -0.139033 | -0.04203 | -0.047435 | Female | 58 | No | No | Unemployed | Urban | Doctor | 1,672,898,400 |
3 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 80340cb9-78cf-4080-806a-987844eb1a1a | churn | 0.525979 | 1 | churn | 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 | Female | 76 | No | Yes | Employed | Urban | College | 1,672,898,400 |
6 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 38f27d1b-3d2d-46d3-a8e0-2bedcbdb6dc4 | no_churn | 0.00743 | 0 | no_churn | -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 | Male | 64 | No | No | Disabled | Suburban | High School or Below | 1,672,898,400 |
60 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | bfe820b9-efab-4f9c-9594-567cbeb25f5f | no_churn | 0.007112 | 0 | no_churn | -0.043886 | -0.003508 | -0.011308 | -0.023258 | -0.023544 | -0.136455 | -0.013187 | -0.01388 | Female | 34 | No | Yes | Medical Leave | Urban | College | 1,672,898,400 |
47 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8d336c6d-50d8-4ab8-a17d-b30a19f99bdd | no_churn | 0.009763 | 0 | no_churn | -0.091481 | -0.006764 | -0.027165 | -0.041546 | -0.060571 | 0.02771 | -0.03307 | -0.026139 | Male | 56 | No | Yes | Employed | Suburban | Master | 1,672,898,400 |
41 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 56976803-c03c-499a-bf54-8a3dc86273ba | no_churn | 0.011835 | 0 | no_churn | -0.077313 | -0.009746 | -0.020135 | -0.07545 | -0.041002 | 0.035266 | -0.037566 | -0.023081 | Female | 54 | Yes | Yes | Employed | Suburban | College | 1,672,898,400 |
5 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 22da5a0b-51c4-4a6d-9d4a-ecb27855dd68 | no_churn | 0.312679 | 0 | no_churn | 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 | Male | 38 | Yes | No | Employed | Suburban | Bachelor | 1,672,898,400 |
7 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9237a881-077e-4f24-946e-65bb40bdc537 | churn | 0.405712 | 1 | churn | -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 | Female | 52 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
11 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5a6f6e6b-2459-461c-a61f-db1afcfd3ad6 | no_churn | 0.030731 | 0 | no_churn | -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 | Female | 28 | Yes | No | Employed | Suburban | High School or Below | 1,672,898,400 |
40 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 894dc483-1e3d-4e9a-b019-51a64e5fbc3c | no_churn | 0.009189 | 0 | no_churn | -0.059987 | -0.006905 | -0.000922 | -0.027735 | -0.034273 | -0.107322 | -0.015014 | -0.016869 | Female | 47 | No | No | Employed | Suburban | High School or Below | 1,672,898,400 |
25 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b2d81a8b-679b-454c-a073-fa1093475660 | no_churn | 0.136307 | 0 | no_churn | 0.01314 | 0.091043 | 0.027891 | -0.121326 | 0.020919 | 0.074975 | -0.035639 | -0.043696 | Male | 59 | Yes | Yes | Unemployed | Urban | Bachelor | 1,672,898,400 |
45 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 43703100-24a7-4002-9857-a814c3d7c056 | no_churn | 0.029116 | 0 | no_churn | -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 | Female | 38 | No | Yes | Employed | Urban | High School or Below | 1,672,898,400 |
25 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 05fbafc2-99cc-44dd-bc39-c659e5e1a9ae | no_churn | 0.041781 | 0 | no_churn | -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 | Female | 80 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,898,400 |
33 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9e0c1bce-5002-471c-8a32-d128106b55db | no_churn | 0.018296 | 0 | no_churn | -0.097656 | -0.008847 | -0.008308 | -0.113393 | -0.032933 | 0.037131 | -0.022085 | -0.022936 | Female | 76 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
48 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6c41d55d-3a06-4e78-af47-3b389a25fb9f | no_churn | 0.174132 | 0 | no_churn | -0.16229 | 0.003829 | -0.005694 | -0.029065 | 0.03653 | 0.017139 | -0.027612 | -0.041863 | Male | 77 | No | Yes | Employed | Suburban | Bachelor | 1,672,898,400 |
49 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7e447473-598b-4829-8bde-cc6c5e1ec8af | no_churn | 0.210978 | 0 | no_churn | -0.118401 | -0.0059 | -0.05387 | -0.02228 | -0.050654 | 0.03226 | -0.030407 | -0.019774 | Male | 72 | No | Yes | Unemployed | Rural | High School or Below | 1,672,898,400 |
4 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 644d96dd-7d62-4eab-a407-3aa3ba6d3acc | no_churn | 0.584084 | 0 | no_churn | 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 | Male | 62 | Yes | No | Employed | Suburban | Bachelor | 1,672,898,400 |
28 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 807f8d2e-0a80-4576-bf07-98e378ce5cda | no_churn | 0.069434 | 0 | no_churn | -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 | Female | 38 | No | No | Medical Leave | Suburban | Master | 1,672,898,400 |
38 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 10229215-6643-40dc-b394-24155e9bc8b3 | no_churn | 0.135803 | 0 | no_churn | -0.072847 | -0.010394 | 0.014339 | -0.107917 | 0.013846 | 0.056659 | -0.036433 | -0.067567 | Female | 78 | No | No | Employed | Rural | College | 1,672,898,400 |
4 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4a6e6936-cccd-40a7-a5b0-a3f5e2908915 | churn | 0.162102 | 1 | churn | 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 | Female | 29 | Yes | Yes | Employed | Urban | High School or Below | 1,672,898,400 |
11 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8bc0d253-a0e9-43fc-80d8-2cff0016efbf | no_churn | 0.141234 | 0 | no_churn | -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 | Female | 36 | No | Yes | Employed | Suburban | College | 1,672,898,400 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a8fd732c-982c-440f-9fcb-ee6f3c546287 | churn | 0.609438 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Male | 29 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,898,400 |
53 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d897ce5b-60e0-4e30-95fa-6a3dfd193847 | no_churn | 0.015002 | 0 | no_churn | -0.062856 | -0.003076 | -0.092129 | 0.007149 | 0.05764 | 0.004452 | -0.034931 | -0.055276 | Female | 25 | No | No | Employed | Suburban | Bachelor | 1,672,898,400 |
38 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e2c0f5b4-76ad-4881-8402-3c40c7d0b0bf | no_churn | 0.007473 | 0 | no_churn | -0.046821 | -0.014198 | -0.014061 | -0.038849 | -0.087002 | 0.01844 | -0.034453 | -0.018082 | Female | 20 | No | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
30 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 60c182a1-41b8-4f01-9ed2-dd190fd17a03 | churn | 0.458063 | 1 | churn | 0.063281 | 0.025167 | 0.014669 | -0.065062 | 0.015531 | 0.095764 | -0.028657 | -0.038385 | Female | 23 | Yes | No | Employed | Rural | High School or Below | 1,672,898,400 |
14 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5bc9c0c3-bb8e-41d2-adac-7b5618fdc914 | no_churn | 0.197069 | 0 | no_churn | -0.029515 | -0.018736 | -0.084562 | -0.052175 | -0.004623 | 0.056748 | -0.046984 | -0.072347 | Male | 31 | Yes | No | Unemployed | Suburban | College | 1,672,898,400 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8be90b9f-1d72-4ffe-9fb6-9bc304fd884d | no_churn | 0.376346 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 78 | No | No | Unemployed | Suburban | Master | 1,672,898,400 |
6 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 94b4f25f-ef3c-46e1-93d2-da16e4ff6848 | no_churn | 0.27042 | 0 | no_churn | -0.027918 | 0.020665 | 0.016448 | -0.055528 | 0.037248 | 0.093532 | -0.036806 | -0.022047 | Female | 63 | No | No | Employed | Suburban | Master | 1,672,898,400 |
12 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | fb3f2afc-b0ac-41e6-9eeb-f5c91b984af3 | no_churn | 0.123122 | 0 | no_churn | 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 | Female | 42 | No | No | Medical Leave | Suburban | College | 1,672,898,400 |
11 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d7cc1d84-c02b-49f1-a14d-79ff7b03b81f | no_churn | 0.215264 | 0 | no_churn | 0.071522 | -0.001349 | 0.006939 | 0.027841 | -0.083876 | 0.077337 | -0.010265 | -0.001919 | Female | 50 | Yes | No | Employed | Urban | Bachelor | 1,672,898,400 |
56 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c7c45eb2-efcf-49db-9dc9-07f0f1de88b0 | no_churn | 0.051348 | 0 | no_churn | -0.154614 | 0.025861 | 0.026397 | -0.022079 | -0.049911 | 0.050351 | -0.015739 | -0.009291 | Female | 63 | No | No | Employed | Suburban | High School or Below | 1,672,898,400 |
70 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 96e5e7b1-e2e8-428a-a9e3-1cbcf9e59b12 | no_churn | 0.00854 | 0 | no_churn | -0.098543 | -0.002921 | -0.012031 | -0.054569 | 0.002218 | 0.050972 | -0.029663 | -0.049488 | Male | 38 | No | No | Employed | Rural | High School or Below | 1,672,898,400 |
33 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | bfaae54b-000f-421d-a21a-c2bd1315421a | no_churn | 0.116864 | 0 | no_churn | -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 | Male | 40 | No | Yes | Employed | Suburban | High School or Below | 1,672,898,400 |
72 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9d0111cf-8fa9-41cc-8324-a012606fe4ae | no_churn | 0.00653 | 0 | no_churn | -0.105038 | -0.006346 | -0.034191 | -0.032599 | -0.06161 | 0.033616 | -0.017203 | -0.025656 | Male | 49 | No | No | Employed | Suburban | College | 1,672,898,400 |
22 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 066ddbb4-80e7-4f7f-b529-814f54dd0936 | no_churn | 0.030198 | 0 | no_churn | -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 | Male | 77 | Yes | No | Employed | Suburban | Bachelor | 1,672,898,400 |
11 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c9dac1e8-1ef4-4cc4-ba6e-7c55dc8f81f6 | churn | 0.128767 | 1 | churn | 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 | Male | 66 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,898,400 |
56 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4833b95f-4e15-4cc4-94f4-339bfd49783b | no_churn | 0.031138 | 0 | no_churn | 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 | Female | 23 | No | No | Employed | Urban | College | 1,672,898,400 |
8 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 614e8b12-4066-4eac-8ea2-dc9375db3770 | churn | 0.588427 | 1 | churn | 0.153206 | 0.134409 | 0.073847 | 0.003603 | 0.097229 | 0.149339 | -0.015357 | -0.025303 | Female | 37 | No | No | Employed | Urban | Bachelor | 1,672,898,400 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 3e4426b0-6def-454d-b1b6-2f8532e73581 | no_churn | 0.006437 | 0 | no_churn | 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 | Male | 66 | No | No | Employed | Rural | Bachelor | 1,672,898,400 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fac1a14d-d5ed-4e5a-94e2-a1e773a3365a | churn | 0.100623 | 1 | churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Male | 50 | No | Yes | Retired | Suburban | High School or Below | 1,672,898,400 |
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