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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d34df3af-1ed2-4db9-81bf-96f8b77e2b20 | no_churn | 0.694117 | 0 | no_churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Female | 47 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0186ab66-aaf4-4daa-9769-d848016b8d41 | churn | 0.896318 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 52 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
12 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e9c0fc5f-46cf-4680-95d7-56b5f64f80d8 | no_churn | 0.084874 | 0 | no_churn | -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 | Female | 42 | No | No | Unemployed | Suburban | College | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b3f21182-245e-4a94-8e85-e96aa577ed60 | churn | 0.879064 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 26 | No | No | Employed | Rural | Bachelor | 1,672,812,000 |
12 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2f3282f6-c034-4ee7-bfa0-a91263929458 | churn | 0.330741 | 1 | churn | -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 | Female | 44 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e171047e-2919-481c-a6b5-0abb33825fe2 | no_churn | 0.38188 | 0 | no_churn | 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 | Female | 59 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,812,000 |
54 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 58a9a525-d97d-4e63-9426-63fe220b2bb4 | churn | 0.479971 | 1 | churn | -0.136845 | -0.003162 | 0.073801 | 0.017493 | 0.061018 | 0.071424 | -0.014447 | -0.051718 | Male | 73 | No | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 070e4fc3-e24b-49b5-881f-932c47599eab | churn | 0.896318 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 33 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,812,000 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a481f9fd-59e2-4cfc-8380-6fd0b6cfd6e8 | no_churn | 0.254537 | 0 | no_churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Female | 37 | No | Yes | Employed | Urban | High School or Below | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 10c7c1ec-4e6e-4e63-9a19-a996cdf6bfbc | churn | 0.818874 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 26 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 883bc901-f5a4-43b4-ab41-3c7ef09a9005 | no_churn | 0.40219 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Female | 51 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ff005aa8-1710-4b09-bd60-24103fc5db28 | churn | 0.730951 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Male | 45 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5d2d4741-b184-4bd2-a2d7-7070ba089793 | no_churn | 0.418285 | 0 | no_churn | 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 | Female | 74 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,812,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5edcd28b-f585-4d59-80dc-e7c2fbda234d | no_churn | 0.499579 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Female | 70 | No | No | Employed | Rural | High School or Below | 1,672,812,000 |
34 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ad299348-b501-4dd1-b440-f97d5448689a | no_churn | 0.569588 | 0 | no_churn | -0.064265 | -0.002039 | 0.004311 | 0.113956 | 0.064175 | 0.082727 | 0.001506 | 0.005234 | Male | 35 | No | No | Medical Leave | Urban | College | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5ff0078b-6298-46b2-9653-d45c455ea929 | churn | 0.878255 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 72 | No | No | Employed | Urban | College | 1,672,812,000 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 856a55bd-f612-47d8-806a-1a91dace9313 | churn | 0.596185 | 1 | churn | 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 | Female | 59 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1cc72905-27fa-4a48-bce3-a42512b871e7 | no_churn | 0.539199 | 0 | no_churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 31 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
69 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c68fc8c7-f88d-4bb5-841f-ff0e23438c81 | no_churn | 0.11761 | 0 | no_churn | -0.123675 | -0.003122 | 0.068447 | 0.063555 | 0.045199 | 0.089987 | -0.013162 | -0.040149 | Female | 62 | No | No | Unemployed | Suburban | College | 1,672,812,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | c4d27b0a-b0ca-4e9d-a3ed-f2ed842d73be | no_churn | 0.004029 | 0 | no_churn | -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 | Female | 60 | No | No | Unemployed | Rural | Master | 1,672,812,000 |
24 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | c5f6e9cd-ae86-4b41-923d-582fb9220168 | no_churn | 0.136367 | 0 | no_churn | -0.011464 | -0.002797 | 0.087197 | -0.022735 | 0.037722 | 0.099358 | 0.114125 | 0.075068 | Male | 62 | Yes | No | Employed | Suburban | Bachelor | 1,672,812,000 |
7 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4f8b1198-c40e-4fe6-a67d-0de70a92d9ee | no_churn | 0.232989 | 0 | no_churn | -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 | Male | 38 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
61 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9f79eb03-7eb4-4ae3-a67c-fe57ccc887a8 | no_churn | 0.007979 | 0 | no_churn | -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 | Female | 52 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
68 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <50hrs | Active | 1dd469a2-94ab-48c1-89eb-90510116a9eb | no_churn | 0.067418 | 0 | no_churn | -0.096718 | -0.002484 | -0.028438 | -0.044317 | -0.104626 | 0.04362 | 0.025342 | 0.015261 | Female | 54 | Yes | No | Employed | Suburban | Bachelor | 1,672,812,000 |
39 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <50hrs | Active | f5f2c527-cd8f-4d5c-a674-2ee91b4d98a2 | no_churn | 0.497922 | 0 | no_churn | -0.021832 | -0.001716 | 0.008719 | 0.036736 | 0.018927 | 0.096371 | 0.123048 | 0.050721 | Female | 31 | Yes | Yes | Unemployed | Suburban | Master | 1,672,812,000 |
39 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9dcbbc4d-f9be-468e-9d61-15b6facbac13 | no_churn | 0.039004 | 0 | no_churn | 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 | Female | 42 | No | Yes | Unemployed | Rural | High School or Below | 1,672,812,000 |
34 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 34434fc4-b882-43fc-a6b8-0bc7ad3010f5 | no_churn | 0.043526 | 0 | no_churn | -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 | Male | 63 | No | Yes | Employed | Rural | Bachelor | 1,672,812,000 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7e926277-12a1-4213-bf44-dcd2eb8f4b93 | no_churn | 0.52144 | 0 | no_churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Male | 29 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
52 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | e10f53d0-377e-4d51-93ab-911d2a36ef7c | no_churn | 0.004813 | 0 | no_churn | -0.064851 | -0.003418 | 0.002731 | -0.017839 | -0.045941 | -0.11246 | -0.013625 | -0.013623 | Male | 53 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
54 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 850952d6-60ac-40dc-9298-b9180ec51c64 | no_churn | 0.212807 | 0 | no_churn | -0.093907 | -0.007586 | -0.041059 | -0.012243 | -0.119021 | 0.024213 | 0.009134 | 0.041442 | Male | 57 | No | No | Employed | Suburban | College | 1,672,812,000 |
34 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | b027d8de-6229-4766-9d1e-e8a7a1273798 | no_churn | 0.095553 | 0 | no_churn | -0.182546 | -0.011512 | -0.036835 | -0.037492 | -0.017752 | 0.076335 | 0.015465 | 0.025311 | Female | 57 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
28 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 34ce7ecf-f2e0-494d-b9d9-d109eda068a2 | no_churn | 0.020453 | 0 | no_churn | -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 | Female | 43 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 3deffc1a-e1f1-45f0-b591-41472c224615 | no_churn | 0.260749 | 0 | no_churn | 0.019883 | -0.003397 | 0.091606 | 0.049375 | 0.125572 | 0.113616 | 0.202662 | 0.087656 | Male | 55 | No | No | Unemployed | Suburban | Master | 1,672,812,000 |
34 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 48963bfc-083b-438f-b456-cf6725ff89b1 | no_churn | 0.548766 | 0 | no_churn | -0.202231 | -0.00346 | 0.029287 | -0.076859 | 0.028897 | 0.035426 | -0.003334 | -0.013621 | Male | 44 | Yes | No | Medical Leave | Suburban | Bachelor | 1,672,812,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 42949283-1612-4974-a67f-16548105d763 | churn | 0.43353 | 1 | churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Male | 49 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7aa1125c-d04f-4f78-81fe-19e8afbff694 | churn | 0.896318 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 26 | Yes | No | Employed | Suburban | High School or Below | 1,672,812,000 |
18 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 7c64d7bb-6d83-4209-bac5-dcdeed0d36dd | no_churn | 0.253683 | 0 | no_churn | -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 | Female | 70 | Yes | No | Unemployed | Suburban | College | 1,672,812,000 |
49 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | db219530-8d88-48fc-9d9c-b41d90e691ed | no_churn | 0.065612 | 0 | no_churn | -0.095584 | -0.00409 | -0.109098 | -0.004191 | 0.028687 | 0.050775 | -0.038809 | -0.056716 | Male | 79 | No | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
13 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 661b5e9d-1947-4817-abd1-4a01fe350473 | no_churn | 0.295719 | 0 | no_churn | -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 | Male | 73 | Yes | No | Employed | Urban | Bachelor | 1,672,812,000 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 80d9f810-b8c2-490a-9cd4-dbf86d7cef4a | no_churn | 0.703957 | 0 | no_churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Male | 78 | No | Yes | Medical Leave | Suburban | College | 1,672,812,000 |
15 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 76019382-54bc-4953-b27c-2a446bb38d66 | churn | 0.212 | 1 | churn | 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 | Female | 53 | Yes | No | Employed | Urban | College | 1,672,812,000 |
6 | Yes | No | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 6244769d-06f0-46db-ab33-f6f918dd1162 | no_churn | 0.037775 | 0 | no_churn | 0.013422 | -0.008244 | -0.005993 | -0.018842 | 0.016615 | -0.066812 | -0.030857 | -0.036982 | Female | 77 | No | Yes | Employed | Rural | Bachelor | 1,672,812,000 |
28 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3d0afb35-7138-4ba8-9a5f-6a7bf9970634 | no_churn | 0.020453 | 0 | no_churn | -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 | Male | 37 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | c4d43094-01b7-4f7d-888d-0955a2322775 | no_churn | 0.637911 | 0 | no_churn | -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 | Female | 74 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8d65e865-8d18-488b-9303-e16d8f960706 | churn | 0.730951 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Male | 44 | Yes | Yes | Unemployed | Suburban | Master | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 2b270564-ade4-4841-a895-ed296ad9f9d8 | churn | 0.882696 | 1 | churn | 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 | Female | 44 | No | No | Disabled | Rural | Bachelor | 1,672,812,000 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 72026a2a-f7a1-4af2-ad68-bb305a89f378 | no_churn | 0.637911 | 0 | no_churn | -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 | Male | 69 | No | No | Disabled | Suburban | Bachelor | 1,672,812,000 |
59 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | cc77e64b-6130-49a0-87a6-0d537bf43d34 | no_churn | 0.299943 | 0 | no_churn | -0.002213 | 0.13135 | 0.077669 | 0.036122 | -0.006133 | 0.137391 | 0.203782 | 0.073006 | Male | 43 | No | No | Retired | Suburban | Bachelor | 1,672,812,000 |
15 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 47864b01-56d7-4bbb-8be8-c0e9e085ee0d | churn | 0.212 | 1 | churn | 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 | Male | 24 | No | Yes | Unemployed | Urban | High School or Below | 1,672,812,000 |
8 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 66adc7dc-4a3a-4268-b6a6-811788eed306 | churn | 0.723657 | 1 | churn | -0.049861 | -0.005126 | 0.007634 | -0.118629 | 0.085124 | 0.081347 | -0.045246 | 0.07754 | Male | 68 | Yes | No | Employed | Suburban | Bachelor | 1,672,812,000 |
36 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | eaa9820d-cf9a-42d0-bdb1-e08ba4343d95 | no_churn | 0.09194 | 0 | no_churn | -0.075621 | -0.000672 | -0.018821 | 0.001154 | -0.048758 | -0.05997 | 0.018605 | 0.055059 | Male | 59 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
54 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 4558c58b-b9ed-4fa2-905d-5fd7e648465a | churn | 0.312834 | 1 | churn | -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 | Male | 25 | Yes | No | Employed | Urban | Bachelor | 1,672,812,000 |
22 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 90d5a9bd-aff8-448e-8e5c-8849e2fba113 | no_churn | 0.263736 | 0 | no_churn | -0.141745 | 0.027137 | -0.011144 | -0.029495 | 0.021842 | 0.058206 | -0.040608 | -0.04322 | Female | 52 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
61 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ad2666d0-a16e-4cf9-9806-a3c7b47ba1e6 | no_churn | 0.007979 | 0 | no_churn | -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 | Male | 55 | Yes | No | Employed | Urban | High School or Below | 1,672,812,000 |
46 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | e78d6afc-7c7c-4f4a-92d4-59c52081cdda | no_churn | 0.017208 | 0 | no_churn | -0.08237 | -0.003094 | 0.000874 | -0.020736 | -0.039761 | -0.18943 | 0.039976 | 0.025515 | Female | 38 | No | No | Employed | Rural | College | 1,672,812,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c89e9ee1-d0b3-440f-b489-d3d659b5b92d | no_churn | 0.499579 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Male | 24 | No | No | Employed | Rural | Bachelor | 1,672,812,000 |
11 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 33e142e3-64f7-4231-832e-2f573d65e1eb | no_churn | 0.059035 | 0 | no_churn | 0.016503 | -0.008317 | 0.024094 | -0.20693 | 0.053015 | 0.068806 | -0.054779 | -0.061417 | Male | 79 | No | Yes | Employed | Rural | High School or Below | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 377ec8b9-7c1f-49ee-9763-eee678d47cc3 | churn | 0.730951 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Male | 43 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
46 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 546c15b7-3f9b-41ef-ab03-282661c52af8 | no_churn | 0.673629 | 0 | no_churn | -0.030138 | -0.000354 | 0.051769 | 0.100203 | 0.125878 | 0.120076 | 0.175137 | 0.068403 | Male | 48 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
63 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 886bffbd-e300-4f67-b435-b15ad463165c | no_churn | 0.011478 | 0 | no_churn | -0.045753 | -0.002835 | -0.008615 | -0.02022 | -0.012133 | -0.146069 | -0.012974 | -0.020426 | Male | 21 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
3 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 22d5e9e9-e5ad-48cc-86e6-cd52344c684c | churn | 0.609434 | 1 | churn | 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 | Female | 65 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,812,000 |
11 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b9843be8-4ddb-47cc-a709-8981a6d7665b | no_churn | 0.193927 | 0 | no_churn | 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 | Female | 60 | No | Yes | Employed | Rural | College | 1,672,812,000 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 45a655c6-afe3-4d7c-b8d3-97029d154d18 | no_churn | 0.002588 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Female | 31 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 2677413e-7183-430f-80a7-246eddb265d0 | churn | 0.882696 | 1 | churn | 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 | Female | 34 | No | Yes | Employed | Rural | Bachelor | 1,672,812,000 |
34 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 48467a87-35f9-45fa-b6e9-929700bfbf88 | no_churn | 0.095553 | 0 | no_churn | -0.182546 | -0.011512 | -0.036835 | -0.037492 | -0.017752 | 0.076335 | 0.015465 | 0.025311 | Male | 29 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
35 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | b69db006-8de7-49a4-9a3f-1ed16a0b68bd | no_churn | 0.295193 | 0 | no_churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 63 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
24 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 838b19e3-b39a-46bd-beaf-cda89f852d95 | churn | 0.414842 | 1 | churn | -0.077827 | -0.004931 | -0.093704 | -0.042342 | 0.072071 | 0.064481 | 0.05841 | 0.089982 | Female | 49 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
48 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e189bafc-6f8f-4237-9bfd-572c7e5ac8a2 | no_churn | 0.091547 | 0 | no_churn | -0.014987 | 0.001286 | 0.087633 | -0.009762 | 0.086569 | 0.097374 | -0.008985 | -0.008289 | Female | 65 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
32 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 82d4d6c1-4991-495f-b354-97737f985949 | no_churn | 0.029944 | 0 | no_churn | 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 | Male | 21 | No | Yes | Employed | Urban | Doctor | 1,672,812,000 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 0783445a-0efd-428a-afc7-b17b0ae76c83 | churn | 0.807092 | 1 | churn | 0.173132 | -0.001725 | -0.012368 | 0.01089 | 0.144539 | 0.134499 | 0.196092 | 0.085914 | Male | 57 | Yes | No | Employed | Suburban | Doctor | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1868e372-8eee-4208-a6b4-c1afebc960fb | churn | 0.484437 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 39 | No | No | Medical Leave | Suburban | College | 1,672,812,000 |
35 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | ac607073-6fd2-42a5-b578-638583f6461f | no_churn | 0.295193 | 0 | no_churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 75 | Yes | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
47 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 31c400af-1921-4d5c-a5ba-d4e917e9ceb8 | no_churn | 0.063033 | 0 | no_churn | -0.113714 | 0.030577 | 0.007671 | -0.042537 | -0.034158 | 0.028799 | -0.038084 | -0.03958 | Male | 58 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
65 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 471513f3-40b3-4e07-a970-ac567109e52e | no_churn | 0.009752 | 0 | no_churn | 0.112412 | 0.003777 | 0.056129 | 0.115187 | 0.094307 | 0.115695 | 0.006602 | 0.016865 | Male | 24 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
36 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8524b202-07b0-49ee-bb6a-8bb099d89295 | no_churn | 0.070803 | 0 | no_churn | -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 | Male | 52 | No | No | Unemployed | Urban | College | 1,672,812,000 |
30 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | de3775be-9cc0-42d3-ab8e-94726dbb5ace | no_churn | 0.013179 | 0 | no_churn | 0.138579 | -0.004893 | 0.038664 | 0.093284 | 0.066222 | 0.110773 | -0.027473 | -0.034183 | Male | 65 | Yes | No | Employed | Rural | Bachelor | 1,672,812,000 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ca0511be-d6b5-47ef-85f7-c61052b2f299 | churn | 0.920185 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 32 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
42 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | baca6193-f6b9-49c2-9baa-7b98e07d9fc4 | churn | 0.57052 | 1 | churn | 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 | Female | 68 | No | Yes | Disabled | Suburban | College | 1,672,812,000 |
5 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e36e83c9-1390-4260-943d-b4b39c081491 | churn | 0.300513 | 1 | churn | 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 | Female | 21 | Yes | No | Employed | Suburban | High School or Below | 1,672,812,000 |
61 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7ecc621a-5771-4b83-97dd-78ec71f354ac | no_churn | 0.007979 | 0 | no_churn | -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 | Male | 61 | No | No | Employed | Suburban | Master | 1,672,812,000 |
23 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 33340107-19d8-4864-8ca1-d6164eea9362 | no_churn | 0.039396 | 0 | no_churn | -0.108279 | -0.007329 | -0.047269 | -0.028212 | -0.022829 | 0.033631 | -0.03007 | -0.021924 | Female | 45 | Yes | Yes | Employed | Rural | High School or Below | 1,672,812,000 |
34 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 0e0ebf69-4737-4932-9570-ff8909319e07 | churn | 0.648616 | 1 | churn | -0.022733 | -0.000725 | 0.125609 | 0.08512 | 0.098304 | 0.128578 | 0.113701 | 0.110729 | Female | 78 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
14 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ea26f455-00f2-4cbc-ab1d-f1d46564be8b | no_churn | 0.262038 | 0 | no_churn | -0.06192 | -0.005794 | 0.047048 | -0.071653 | -0.03211 | 0.08053 | -0.062974 | -0.072154 | Female | 21 | No | No | Unemployed | Urban | High School or Below | 1,672,812,000 |
39 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 42ec9a0b-4506-48e5-8d4b-2c30d515846d | no_churn | 0.336433 | 1 | churn | -0.085823 | 0.037152 | -0.049458 | -0.004067 | 0.033692 | 0.083976 | 0.044336 | 0.023666 | Male | 69 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 4ed91a88-5aa6-4608-b64b-d9760ee60216 | churn | 0.86825 | 1 | churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Female | 41 | No | No | Employed | Suburban | Master | 1,672,812,000 |
13 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a94070c1-347e-4a6c-9bf1-03f80bd2a4a2 | no_churn | 0.156101 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Male | 50 | No | No | Employed | Suburban | Master | 1,672,812,000 |
33 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | <80hrs | Active | cdcb59a6-a9f9-42f3-b1f0-b3494331669f | no_churn | 0.437225 | 0 | no_churn | -0.090299 | -0.002192 | 0.015403 | -0.097211 | -0.10724 | 0.069599 | 0.048225 | 0.058023 | Female | 54 | No | Yes | Employed | Suburban | Master | 1,672,812,000 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e40f788e-9cff-46af-b899-7adcc1979378 | churn | 0.526607 | 1 | churn | 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 | Female | 23 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
12 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7fb780db-48d5-4476-ab94-57143ae0b25f | no_churn | 0.106267 | 0 | no_churn | -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 | Male | 59 | Yes | No | Employed | Suburban | College | 1,672,812,000 |
23 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 399d0c72-b0b5-4f28-ade4-a6136fc1ae7c | no_churn | 0.227935 | 0 | no_churn | -0.208403 | -0.00921 | -0.131635 | -0.016121 | 0.052192 | 0.016902 | 0.040683 | 0.046565 | Female | 65 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
2 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1c8c9aaa-022d-4207-87de-d954b0a74b28 | no_churn | 0.549872 | 0 | no_churn | 0.221831 | 0.153175 | 0.072152 | 0.027431 | 0.030538 | 0.16135 | -0.025251 | -0.030838 | Female | 39 | No | Yes | Employed | Rural | Bachelor | 1,672,812,000 |
25 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | e436bf6e-a755-4716-b9a3-98cbb9b6559e | no_churn | 0.302349 | 0 | no_churn | 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 | Male | 61 | Yes | Yes | Unemployed | Suburban | Doctor | 1,672,812,000 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 944fcc70-1e04-41f7-9bcf-78af4e873b73 | churn | 0.659978 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 52 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
39 | No | No phone service | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | c0a0409e-631b-4714-99a7-cccb1ec97d2b | no_churn | 0.039004 | 0 | no_churn | -0.035056 | 0.042081 | 0.019282 | -0.070656 | -0.00809 | -0.158308 | -0.006696 | -0.011583 | Male | 47 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,812,000 |
69 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 179e9de6-5f0c-441c-a500-64e7ca29307c | no_churn | 0.11761 | 0 | no_churn | -0.123675 | -0.003122 | 0.068447 | 0.063555 | 0.045199 | 0.089987 | -0.013162 | -0.040149 | Female | 60 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,812,000 |
31 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 3c59de19-de8a-45bb-9477-7fad55fefa3a | no_churn | 0.139537 | 0 | no_churn | 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 | Male | 52 | No | Yes | Employed | Rural | High School or Below | 1,672,812,000 |
71 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 2a8fffea-3a25-46d6-8ef2-ecd23c786c63 | churn | 0.344766 | 1 | churn | -0.25679 | -0.002244 | -0.016678 | -0.062982 | 0.021558 | 0.061392 | -0.046144 | 0.06286 | Male | 70 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
28 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0ea5ff11-cee4-459e-bca8-dae565764a3c | no_churn | 0.020453 | 0 | no_churn | -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 | Male | 40 | No | Yes | Employed | Rural | College | 1,672,812,000 |
50 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1a24a53f-a411-470d-91b4-db28be76b885 | no_churn | 0.219553 | 0 | no_churn | -0.085832 | -0.002061 | 0.015515 | 0.050641 | 0.045312 | 0.090738 | 0.000262 | -0.013601 | Male | 35 | No | No | Unemployed | Suburban | High School or Below | 1,672,812,000 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | d87c176c-d199-4aec-a1b6-31b78fd9704e | no_churn | 0.018566 | 0 | no_churn | -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 | Male | 25 | Yes | No | Employed | Suburban | College | 1,672,812,000 |
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