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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f38f5cbf-150d-4725-9251-bb9ee7a09d44 | no_churn | 0.508522 | 0 | no_churn | -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 | Female | 35 | No | Yes | Disabled | Suburban | College | 1,671,948,000 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e6b3947b-75b5-4570-9d93-05ae022b0de3 | churn | 0.863913 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 74 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
69 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 645d84c1-7fed-42f2-969d-9f4d742923c2 | no_churn | 0.121336 | 0 | no_churn | -0.091211 | -0.003229 | 0.018391 | 0.025448 | -0.000752 | -0.15294 | -0.028861 | -0.030874 | Female | 77 | No | No | Employed | Suburban | College | 1,671,948,000 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c13c8af8-e9af-4698-8f6f-781946dad408 | no_churn | 0.384833 | 0 | no_churn | -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 | Female | 42 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1a11e448-93db-4910-995b-12b4b0f13126 | churn | 0.287869 | 1 | churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Female | 74 | No | Yes | Employed | Urban | College | 1,671,948,000 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | a4a67b13-92d3-4e50-a68e-e440056814bb | no_churn | 0.057781 | 0 | no_churn | -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 | Male | 49 | Yes | Yes | Unemployed | Rural | College | 1,671,948,000 |
38 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 96dd65d3-aa40-4e37-b6de-5b5345b2fb45 | no_churn | 0.31256 | 0 | no_churn | -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 | Male | 52 | No | No | Employed | Urban | High School or Below | 1,671,948,000 |
16 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 83c79b41-5462-42e5-95bd-2a92e2b5af97 | no_churn | 0.267164 | 0 | no_churn | 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 | Female | 63 | No | No | Employed | Suburban | College | 1,671,948,000 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c3c0de32-f6f9-4cc5-87b4-10b867d4f649 | churn | 0.882626 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 41 | No | No | Employed | Suburban | Master | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9a5cb950-895b-443e-a5f2-aa67b97fbf46 | no_churn | 0.276122 | 0 | no_churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Male | 60 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b3699208-2b96-42e8-b8a4-bb84a60e6450 | no_churn | 0.451764 | 0 | no_churn | 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 | Female | 63 | Yes | No | Unemployed | Rural | High School or Below | 1,671,948,000 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f0059933-63c5-4569-8e69-84ee1762803d | churn | 0.582889 | 1 | churn | 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 | Female | 71 | Yes | No | Employed | Rural | High School or Below | 1,671,948,000 |
11 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fc84fb7a-7d2a-4d36-aeaf-5ed72c0507b0 | churn | 0.360925 | 1 | churn | 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 | Male | 77 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e9d548fa-d7ae-4227-8d0f-51c2caca1e09 | no_churn | 0.323609 | 0 | no_churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Female | 69 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d04fc707-6665-4f9e-9567-119c51defbe3 | no_churn | 0.31622 | 0 | no_churn | -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 | Male | 63 | No | Yes | Disabled | Urban | Bachelor | 1,671,948,000 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e66f6d5d-3c3d-4754-96c8-d7ff7658acf5 | no_churn | 0.305685 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Female | 71 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4b60642c-8a1f-49d5-a4eb-a698e7ff9506 | no_churn | 0.420126 | 0 | no_churn | 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 | Female | 71 | No | No | Unemployed | Suburban | College | 1,671,948,000 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 60ec36d0-7457-402a-8186-353d8b61eed8 | churn | 0.838567 | 1 | churn | 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 | Female | 27 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
38 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fcd3ebd6-39d0-4f3a-9f4a-73f8cf989851 | churn | 0.222222 | 1 | churn | 0.068658 | -0.008714 | 0.005341 | 0.174442 | 0.013833 | 0.065926 | 0.013773 | 0.029058 | Male | 23 | No | No | Unemployed | Suburban | Bachelor | 1,671,948,000 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 1d3def3e-db77-4918-8d86-7dee749f9944 | no_churn | 0.015144 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Male | 73 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
47 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 70532bc6-adb8-4300-aed7-63cece401d52 | churn | 0.438159 | 1 | churn | 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 | Male | 25 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e2abc53f-263e-49fe-90a5-d2aaba467aff | no_churn | 0.367067 | 0 | no_churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Male | 49 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
33 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 716f0398-9962-4bb9-8773-684743b32ea9 | no_churn | 0.303301 | 0 | no_churn | -0.052867 | -0.002618 | -0.091801 | 0.106448 | 0.005765 | 0.031978 | -0.006128 | 0.005103 | Male | 43 | No | No | Unemployed | Suburban | High School or Below | 1,671,948,000 |
62 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 8108910b-c878-4cf8-b649-3d64d48c8b05 | no_churn | 0.022662 | 0 | no_churn | -0.105819 | -0.002841 | 0.010566 | 0.044057 | -0.061061 | -0.102819 | -0.014167 | -0.016941 | Male | 61 | No | Yes | Employed | Rural | College | 1,671,948,000 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 30fca946-8d55-4138-a8ce-d80d8eaf43fd | churn | 0.872029 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 22 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 30b8c06b-07de-48fb-aafc-2863b8c40ca6 | churn | 0.4517 | 1 | churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Female | 69 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ecab4312-ff4c-4779-8ad7-81599a6b96b5 | churn | 0.555974 | 1 | churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Male | 22 | No | Yes | Unemployed | Urban | Bachelor | 1,671,948,000 |
53 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9d7ebbdb-a13d-4cea-8ca5-f43e4cd8169a | no_churn | 0.213571 | 0 | no_churn | -0.171173 | -0.004324 | -0.078551 | 0.028725 | 0.031743 | 0.029432 | -0.02295 | -0.021928 | Male | 39 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
21 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 56a5b88e-af54-4d96-8e54-4a925dff4ce2 | no_churn | 0.25624 | 0 | no_churn | -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 | Female | 64 | Yes | Yes | Unemployed | Urban | College | 1,671,948,000 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f7ae7cd1-562d-4281-b4ca-f7b14de6c7bd | no_churn | 0.335522 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 67 | Yes | No | Unemployed | Urban | Bachelor | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 946d93d5-f5ce-4daa-8f25-df185286f7c8 | churn | 0.851039 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 37 | Yes | No | Employed | Urban | Bachelor | 1,671,948,000 |
48 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Active | 8f7f2c14-36fc-4fc4-9e21-4f36ff7fdac7 | no_churn | 0.242774 | 0 | no_churn | -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 | Female | 70 | No | No | Unemployed | Urban | Bachelor | 1,671,948,000 |
33 | Yes | No | Medium Speed | Phone_Support | One year | 100hrs+ | Active | 924091d9-0eb3-44ce-98a9-801886dc431b | no_churn | 0.105703 | 0 | no_churn | 0.00085 | 0.001023 | 0.034659 | 0.060677 | 0.129138 | -0.051314 | 0.097625 | 0.098315 | Female | 52 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
24 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | f2ef64c6-21c1-4a38-bf65-6b2d13e34f21 | no_churn | 0.697448 | 0 | no_churn | 0.023498 | -0.002043 | 0.10837 | -0.006601 | 0.117349 | 0.135906 | 0.130489 | 0.132576 | Male | 48 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | cb888c45-4f8b-4d50-ae1b-122aefda6073 | no_churn | 0.880348 | 0 | no_churn | 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 | Male | 62 | No | Yes | Employed | Suburban | College | 1,671,948,000 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | a2120b5c-49bd-45ef-a576-8288e4a1c628 | no_churn | 0.122295 | 0 | no_churn | -0.086785 | -0.001923 | 0.035018 | 0.039262 | 0.022712 | -0.177755 | 0.052612 | 0.057834 | Female | 80 | No | Yes | Unemployed | Suburban | Doctor | 1,671,948,000 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a481967f-5ab7-4dd0-b3f5-f7527c17835c | no_churn | 0.305685 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Male | 20 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
26 | Yes | No | High Speed | Phone_Support | One year | <50hrs | Active | 71085fbb-9b11-4993-bf6b-8c76c7387b20 | no_churn | 0.108602 | 0 | no_churn | 0.06922 | -0.000151 | 0.022601 | 0.040213 | 0.124882 | -0.03702 | 0.160469 | 0.106093 | Female | 59 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 59c6520d-d76f-4f1c-8c21-716a659d91ae | churn | 0.713435 | 1 | churn | 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 | Male | 34 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
14 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 83ebac95-2743-4ce1-90de-1ba4ba083560 | no_churn | 0.325534 | 0 | no_churn | -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 | Male | 67 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
72 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | 6bf50a9a-4bcf-4438-bc78-4e6c9fce3629 | no_churn | 0.005232 | 0 | no_churn | -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 | Female | 23 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 04821f24-7956-41c2-83f2-572897c78300 | no_churn | 0.335522 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 40 | No | No | Unemployed | Suburban | High School or Below | 1,671,948,000 |
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 23cf4272-5e67-415f-b6e6-03b3ada18fce | churn | 0.399553 | 1 | churn | 0.057217 | -0.001518 | 0.035491 | 0.04371 | 0.039156 | 0.14208 | 0.112565 | 0.055843 | Male | 57 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
72 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | cdf2a759-a886-4c58-9260-35b7ba3f53f7 | no_churn | 0.001754 | 0 | no_churn | -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 | Female | 56 | Yes | No | Employed | Urban | Bachelor | 1,671,948,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 840eab54-f144-4be1-b6e6-a2a837ab8e49 | no_churn | 0.004856 | 0 | no_churn | -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 | Male | 26 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
47 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | 475e397f-4702-4fb1-9d65-ec5df6e28f1f | no_churn | 0.015941 | 0 | no_churn | -0.049453 | -0.00266 | 0.021374 | -0.000898 | -0.055603 | -0.229005 | 0.028385 | 0.038834 | Male | 57 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
26 | No | No phone service | Medium Speed | Phone_Support | One year | <80hrs | Active | 3a351783-d6d3-4406-8456-defd65ba2067 | no_churn | 0.107547 | 0 | no_churn | -0.063399 | -0.009916 | -0.006177 | 0.005576 | 0.06248 | -0.15138 | 0.014032 | 0.069758 | Male | 34 | No | No | Unemployed | Suburban | High School or Below | 1,671,948,000 |
47 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 4883dc53-a1ca-4dd8-9a9d-54d0db489455 | no_churn | 0.008676 | 0 | no_churn | -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 | Male | 25 | No | No | Disabled | Suburban | Bachelor | 1,671,948,000 |
7 | Yes | No | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 4907870b-b6fe-4468-a751-7a3aefb2e80f | churn | 0.128036 | 1 | churn | 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 | Female | 57 | No | No | Unemployed | Urban | High School or Below | 1,671,948,000 |
55 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 1cff2c3f-65d8-4124-8f9b-1b811b69e07c | no_churn | 0.023912 | 0 | no_churn | -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 | Female | 22 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
71 | Yes | Yes | Low Speed | Phone_Support | One year | <50hrs | Active | 03a055c5-8951-45ea-893a-970382553c09 | no_churn | 0.054587 | 0 | no_churn | -0.161716 | -0.00229 | 0.000788 | -0.004062 | 0.002802 | -0.131676 | 0.035716 | 0.061412 | Female | 70 | No | Yes | Employed | Rural | College | 1,671,948,000 |
14 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 094be3a8-03ea-4055-8130-fefae9330141 | no_churn | 0.325534 | 0 | no_churn | -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 | Male | 28 | No | Yes | Retired | Rural | Bachelor | 1,671,948,000 |
28 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4f2ba1c0-ea25-4fe6-abc5-1914682bca37 | no_churn | 0.031947 | 0 | no_churn | -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 | Female | 60 | No | No | Employed | Suburban | College | 1,671,948,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 63c98d07-c209-41a5-8b1f-501f2805a523 | no_churn | 0.002277 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Female | 58 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
66 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | fc377391-f1f7-428b-8a3e-578db69bd415 | no_churn | 0.01979 | 0 | no_churn | -0.050267 | -0.004594 | -0.026969 | -0.022538 | 0.001415 | -0.094567 | -0.038184 | -0.033322 | Male | 76 | Yes | Yes | Employed | Rural | Bachelor | 1,671,948,000 |
72 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | e1a89a1f-8a6b-46d7-8d5e-1204eca0fd75 | no_churn | 0.005232 | 0 | no_churn | -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 | Female | 78 | No | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
26 | Yes | No | High Speed | Phone_Support | One year | <50hrs | Active | 1698bdef-76f2-4c59-99b1-a310302041b8 | no_churn | 0.108602 | 0 | no_churn | 0.06922 | -0.000151 | 0.022601 | 0.040213 | 0.124882 | -0.03702 | 0.160469 | 0.106093 | Female | 64 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
6 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ea8ba099-0897-4fcb-8ffc-92af178138bd | no_churn | 0.074185 | 0 | no_churn | 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 | Male | 57 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
11 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 6baf0ab3-bf5c-46e4-862f-86dea368e7d4 | no_churn | 0.086253 | 0 | no_churn | -0.039498 | -0.007018 | -0.036313 | -0.041988 | -0.033254 | -0.064756 | -0.021342 | -0.024856 | Male | 32 | No | Yes | Medical Leave | Urban | College | 1,671,948,000 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cc98f92d-3210-4ad3-8196-8a5267c3c4d8 | churn | 0.872029 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 57 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | e4aba996-0d6c-4531-b139-e27d6bc66409 | churn | 0.508319 | 1 | churn | -0.105215 | -0.003144 | 0.023267 | 0.060642 | 0.028563 | 0.072282 | 0.0224 | 0.064234 | Female | 75 | Yes | Yes | Employed | Urban | College | 1,671,948,000 |
26 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 404007c3-e5a5-402b-a8a7-10367a682a50 | no_churn | 0.195785 | 0 | no_churn | -0.097592 | -0.009498 | -0.033806 | -0.046007 | 0.005298 | 0.039987 | -0.057719 | -0.06969 | Male | 34 | Yes | Yes | Employed | Suburban | College | 1,671,948,000 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | dce5c662-c92f-415b-a34f-f49d0bb874c5 | no_churn | 0.06571 | 0 | no_churn | -0.168918 | -0.002493 | -0.004575 | 0.008225 | -0.058956 | -0.101205 | 0.013007 | 0.045888 | Female | 68 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b64b3064-d3d1-4c2e-be0b-6d186312061a | churn | 0.287869 | 1 | churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Female | 71 | No | No | Employed | Suburban | College | 1,671,948,000 |
30 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 9eca7009-fc34-4c1c-9580-bf0dc39ae0fd | no_churn | 0.4631 | 0 | no_churn | -0.052238 | -0.010095 | 0.000203 | -0.034273 | -0.128182 | 0.049322 | -0.053072 | -0.030691 | Female | 65 | No | No | Employed | Urban | Bachelor | 1,671,948,000 |
52 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | df874794-f7ea-42b8-b484-58f9b33fe39c | no_churn | 0.072758 | 0 | no_churn | -0.090489 | 0.016985 | 0.014162 | -0.072759 | 0.012913 | -0.066874 | -0.037223 | -0.045741 | Female | 46 | No | No | Employed | Suburban | College | 1,671,948,000 |
56 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | 14300c61-521d-4b5c-bfcb-2e62e51e3b1a | no_churn | 0.041352 | 0 | no_churn | -0.030503 | -0.003502 | 0.005971 | -0.0096 | -0.083607 | -0.117996 | -0.017082 | -0.012707 | Male | 20 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3e9ac0fd-bc49-47d7-9e90-9c060b17967c | churn | 0.591543 | 1 | churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Female | 43 | No | Yes | Unemployed | Urban | Bachelor | 1,671,948,000 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | e47fc725-a850-47ce-a0b8-cb5a0794866b | churn | 0.715943 | 1 | churn | -0.088412 | -0.002241 | 0.052542 | -0.009964 | 0.011684 | 0.092021 | -0.01236 | 0.050072 | Male | 26 | No | No | Employed | Urban | College | 1,671,948,000 |
41 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | a51571c8-1388-4977-a296-2591b27fa487 | churn | 0.37802 | 1 | churn | 0.002213 | -0.000907 | 0.130874 | 0.045167 | 0.070459 | 0.145809 | 0.133999 | 0.12936 | Female | 74 | No | No | Medical Leave | Suburban | High School or Below | 1,671,948,000 |
49 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | a0f9270f-678c-4165-b4dd-900f5175ee3f | no_churn | 0.010282 | 0 | no_churn | -0.061446 | -0.003377 | -0.01964 | -0.032449 | -0.029723 | -0.093144 | -0.013376 | -0.015872 | Male | 35 | No | Yes | Employed | Rural | College | 1,671,948,000 |
68 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 72dcaf11-1a85-444d-b3b6-0d1fce5c4b05 | no_churn | 0.052362 | 0 | no_churn | -0.114526 | -0.002158 | 0.029878 | 0.022158 | 0.054087 | 0.072311 | -0.035068 | -0.041709 | Female | 62 | No | Yes | Unemployed | Suburban | College | 1,671,948,000 |
42 | Yes | No | Medium Speed | In_Store_Support | One year | 100hrs+ | Active | 7055f46a-e363-4cd4-a8d1-f341b9e48c4b | no_churn | 0.076455 | 0 | no_churn | 0.016502 | -0.001396 | -0.000255 | -0.105126 | -0.067555 | -0.009494 | 0.01028 | 0.048019 | Male | 49 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
7 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 10cd39df-97cb-4315-b96a-d8d98d924c0a | churn | 0.651008 | 1 | churn | 0.105707 | 0.000057 | 0.006032 | 0.024622 | 0.102135 | 0.153404 | 0.12686 | 0.142157 | Male | 24 | Yes | No | Employed | Suburban | Bachelor | 1,671,948,000 |
47 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | fd079ce2-af37-4b15-a857-006eafb7948b | churn | 0.015941 | 0 | no_churn | -0.049453 | -0.00266 | 0.021374 | -0.000898 | -0.055603 | -0.229005 | 0.028385 | 0.038834 | Male | 60 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
48 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 0547a1f8-69ef-4f3b-b6a8-9eff24e99134 | no_churn | 0.007734 | 0 | no_churn | -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 | Female | 70 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
46 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | cdb607a5-b9b1-47df-81b6-e94f2946febe | no_churn | 0.161945 | 0 | no_churn | -0.108612 | -0.006323 | 0.008706 | -0.046251 | -0.081489 | 0.032538 | -0.040032 | -0.020897 | Male | 26 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1900d1c1-bea9-4e91-9812-e8c2dcb54386 | churn | 0.713435 | 1 | churn | 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 | Male | 44 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 7cfb46fc-89ae-4f81-9f8b-4e8f81032add | churn | 0.880348 | 1 | churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Female | 61 | Yes | No | Employed | Urban | College | 1,671,948,000 |
35 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 4d8ce056-a8bb-4fa6-a249-9baa2b4277b2 | no_churn | 0.010266 | 0 | no_churn | -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 | Female | 60 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
58 | Yes | Yes | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 2fafa2d6-e7a3-44fd-ab69-42d5c351032a | no_churn | 0.053336 | 0 | no_churn | -0.069979 | -0.006847 | -0.007665 | -0.020118 | -0.019256 | -0.048652 | -0.021229 | -0.025279 | Male | 70 | Yes | No | Medical Leave | Suburban | Doctor | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d65949ca-365b-40ec-89be-1d3b20ea3775 | churn | 0.4517 | 1 | churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Male | 27 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | <80hrs | Active | 2e4b86fe-1415-4171-9c1d-666f3a2cbaad | churn | 0.054298 | 1 | churn | -0.112731 | -0.003493 | 0.003481 | -0.023219 | -0.036668 | -0.133371 | 0.014046 | 0.028563 | Male | 39 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
63 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | f0bb743f-f155-407e-a2a7-060b800a514e | no_churn | 0.005259 | 0 | no_churn | -0.063452 | -0.00341 | 0.009992 | -0.019203 | 0.00886 | -0.166229 | -0.017367 | -0.018219 | Female | 70 | Yes | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2a05f1ca-5adc-4ddd-8974-5f0d49bbcbd7 | churn | 0.287869 | 1 | churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 45 | Yes | Yes | Employed | Suburban | Master | 1,671,948,000 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b206ce04-8ae9-4ad2-9df4-013a6aaba2af | churn | 0.788966 | 1 | churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Female | 79 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,948,000 |
54 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | d9817675-f8ed-4b4e-989c-fb55933aecc6 | churn | 0.442952 | 1 | churn | -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 | Female | 78 | Yes | Yes | Employed | Suburban | Master | 1,671,948,000 |
63 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | 7d020539-d0b0-4bbe-bf5f-b13a536c86a5 | no_churn | 0.071073 | 0 | no_churn | -0.062817 | -0.001202 | -0.074391 | -0.019616 | 0.05145 | -0.116346 | 0.060683 | 0.063213 | Male | 26 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
10 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 01765713-71ae-4ef2-8a83-23d58a53bdb4 | no_churn | 0.313181 | 0 | no_churn | -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 | Male | 74 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
42 | No | No phone service | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 1ed9199c-b056-4363-9ea0-5f8a3f42cf97 | no_churn | 0.031364 | 0 | no_churn | -0.00503 | 0.017707 | 0.003345 | -0.016656 | -0.013718 | -0.159658 | -0.01103 | -0.013985 | Male | 80 | No | Yes | Employed | Suburban | College | 1,671,948,000 |
24 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 48beac59-27b7-45e4-9aa1-a497aa53ea7d | no_churn | 0.697448 | 0 | no_churn | 0.023498 | -0.002043 | 0.10837 | -0.006601 | 0.117349 | 0.135906 | 0.130489 | 0.132576 | Male | 35 | Yes | Yes | Employed | Suburban | Doctor | 1,671,948,000 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2a278350-8a1b-40ab-910f-40ad861b6474 | churn | 0.838567 | 1 | churn | 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 | Female | 34 | No | No | Unemployed | Rural | College | 1,671,948,000 |
35 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 6d0a23e9-18ed-4123-9b16-2a4ad8d79b1e | no_churn | 0.010266 | 0 | no_churn | -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 | Male | 30 | No | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | d517099e-3f65-4509-b079-f484f0819097 | no_churn | 0.002277 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Male | 28 | No | No | Medical Leave | Suburban | Master | 1,671,948,000 |
72 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | ec42f769-d9ad-411d-ba92-9d6cef98d662 | no_churn | 0.001754 | 0 | no_churn | -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 | Male | 25 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | eb2692a5-57d4-495b-a606-dc927b88706e | churn | 0.851039 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 52 | No | Yes | Employed | Urban | High School or Below | 1,671,948,000 |
42 | No | No phone service | High Speed | Phone_Support | One year | <80hrs | Active | 5f67363a-067b-4ebf-a01b-22b8859ff708 | no_churn | 0.112037 | 0 | no_churn | -0.076233 | 0.005393 | -0.003469 | -0.040904 | 0.0264 | -0.14067 | -0.009 | 0.019457 | Male | 60 | No | No | Employed | Rural | High School or Below | 1,671,948,000 |
5 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b95a6e13-cde5-42b8-bdd7-d63dcba4d9a4 | no_churn | 0.307469 | 0 | no_churn | 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 | Female | 23 | No | No | Employed | Rural | Master | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 07569a92-1441-4d32-b4f3-7f4e3e06b617 | no_churn | 0.276122 | 0 | no_churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Female | 45 | No | No | Medical Leave | Suburban | College | 1,671,948,000 |
64 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 5b41e153-d20e-4317-9490-9f81cf23ca4a | no_churn | 0.012685 | 0 | no_churn | -0.064919 | -0.003793 | -0.010654 | -0.021095 | -0.006029 | -0.108659 | -0.026346 | -0.027532 | Female | 33 | Yes | No | Unemployed | Urban | Bachelor | 1,671,948,000 |
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