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 | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 8dfab905-d5a7-453b-9127-443a707fc151 | no_churn | 0.010633 | 0 | no_churn | -0.026974 | -0.003377 | -0.006463 | -0.036792 | 0.023308 | -0.13543 | -0.033114 | -0.050185 | Female | 77 | No | No | Employed | Suburban | Doctor | 1,671,861,600 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5939bd2d-7fc2-410d-a947-63aa9daad511 | churn | 0.693806 | 1 | churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Male | 32 | No | Yes | Unemployed | Suburban | Master | 1,671,861,600 |
45 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 2ba17e43-0f9c-4801-8a20-65645985a87c | no_churn | 0.033349 | 0 | no_churn | -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 | Male | 76 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
51 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 89dfbb79-de27-4696-bf6e-41d9c9216c7e | no_churn | 0.315069 | 0 | no_churn | -0.154632 | -0.004763 | 0.039473 | 0.044841 | -0.167606 | 0.034391 | -0.028003 | -0.017061 | Male | 25 | Yes | Yes | Employed | Urban | Master | 1,671,861,600 |
8 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e6955507-afd6-462a-b349-12fd08899c4f | no_churn | 0.156598 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Male | 64 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
23 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 1d572493-6739-4c8f-a988-ea982d35c38d | no_churn | 0.008172 | 0 | no_churn | -0.023563 | -0.004729 | 0.029204 | -0.01519 | -0.004509 | -0.185363 | -0.029641 | -0.035236 | Male | 69 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,861,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | b9084e8e-3224-4228-b772-4197d706daac | no_churn | 0.002168 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Female | 29 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
70 | Yes | No | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | d1e34d37-55ec-47ca-a0d2-c4a51dbeb15f | churn | 0.052957 | 0 | no_churn | -0.065899 | -0.00256 | -0.0778 | 0.042891 | 0.003674 | -0.089865 | -0.008091 | -0.005711 | Male | 67 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
15 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 92418ea1-3275-4339-a115-89b305c87684 | no_churn | 0.116645 | 0 | no_churn | 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 | Female | 61 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
54 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0906dc6b-0e04-45e9-8c8f-f15ce357970b | no_churn | 0.092201 | 0 | no_churn | -0.199179 | -0.005037 | -0.069548 | 0.021641 | 0.01753 | 0.028871 | -0.026544 | -0.02676 | Male | 24 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
9 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | cefd4b9e-fe31-4f22-9f85-91ac7a9da7c9 | churn | 0.642282 | 1 | churn | 0.135761 | -0.005066 | 0.129625 | -0.017852 | 0.107499 | 0.125792 | 0.124654 | 0.125561 | Male | 59 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
10 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 28c44283-22a4-4ebe-b99e-c5840c06026a | no_churn | 0.085061 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Male | 47 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
21 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | d3f12ece-e213-4f90-bd7d-943f72ec7b59 | no_churn | 0.61996 | 1 | churn | 0.004569 | -0.004441 | 0.035082 | 0.123026 | 0.139051 | 0.132539 | 0.140892 | 0.140256 | Female | 21 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,861,600 |
35 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 97ccb290-fe0b-487a-85fc-1f8c9d17e815 | no_churn | 0.054265 | 0 | no_churn | -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 | Male | 71 | No | Yes | Employed | Urban | Master | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 26e81d49-0d15-4e37-8f36-3b2cfde81220 | churn | 0.804799 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 34 | No | No | Employed | Rural | High School or Below | 1,671,861,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f6127b8d-289a-4b35-aef4-62dae40353f6 | no_churn | 0.202641 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 72 | No | No | Unemployed | Suburban | College | 1,671,861,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 079f3eed-88cd-40b5-a3d2-2d59274e13a3 | no_churn | 0.248691 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 70 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
47 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dfe9287a-99af-4aeb-a03c-ee93d2a167c1 | churn | 0.347672 | 1 | churn | 0.031406 | -0.001852 | -0.036541 | 0.141935 | 0.084995 | 0.098933 | -0.009533 | -0.025416 | Male | 80 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
54 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 66c0c59c-15cd-443b-a534-d4bf6afa515c | no_churn | 0.092201 | 0 | no_churn | -0.199179 | -0.005037 | -0.069548 | 0.021641 | 0.01753 | 0.028871 | -0.026544 | -0.02676 | Male | 59 | No | Yes | Employed | Suburban | Master | 1,671,861,600 |
3 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 27ff4c0c-197e-472b-8942-289ea5f9b4a8 | churn | 0.313251 | 1 | churn | 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 | Female | 61 | Yes | No | Employed | Rural | High School or Below | 1,671,861,600 |
17 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | eaad273f-2af6-426d-8c68-a4d7f84530df | churn | 0.080104 | 1 | churn | 0.050478 | -0.003983 | -0.006386 | -0.215927 | 0.034278 | 0.065114 | -0.025308 | -0.053959 | Female | 41 | Yes | Yes | Unemployed | Suburban | College | 1,671,861,600 |
67 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 3bd13c24-a8e8-416d-ba01-72eb4d8e68d1 | no_churn | 0.03543 | 0 | no_churn | -0.061921 | -0.004302 | -0.033382 | -0.025523 | 0.005223 | -0.094655 | -0.022227 | -0.028906 | Female | 64 | No | No | Employed | Suburban | College | 1,671,861,600 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 70e9bde9-2d4a-43d1-9b5f-9a198b999f4b | no_churn | 0.563815 | 1 | churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Female | 45 | Yes | No | Employed | Suburban | College | 1,671,861,600 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ceb900eb-7cb2-4a62-b0cc-6f9133764c79 | no_churn | 0.034547 | 0 | no_churn | -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 | Male | 48 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
61 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 9f3c5240-048c-463e-9439-fae654bf8252 | no_churn | 0.009489 | 0 | no_churn | -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 | Female | 47 | No | No | Employed | Urban | College | 1,671,861,600 |
4 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 85af3830-c857-4cb7-96b1-0a72f7f0032b | churn | 0.594431 | 1 | churn | 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 | Female | 49 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
45 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 474b341b-3818-429d-9796-6e4335419d18 | no_churn | 0.033349 | 0 | no_churn | -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 | Male | 28 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fdc6df30-e435-43e7-b6a4-9b9e5156f8b7 | no_churn | 0.694185 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 45 | Yes | No | Employed | Suburban | Bachelor | 1,671,861,600 |
36 | No | No phone service | High Speed | In_Store_Support | One year | 100hrs+ | Active | 0f950d88-c434-442d-887c-3b93e78e9085 | no_churn | 0.106967 | 0 | no_churn | -0.085138 | -0.016122 | -0.013481 | -0.041089 | -0.053059 | -0.087205 | 0.018492 | 0.028575 | Male | 55 | No | No | Employed | Urban | High School or Below | 1,671,861,600 |
31 | No | No phone service | High Speed | Phone_Support | Two year | <80hrs | Active | 48b5d100-9164-4fac-ba42-ef7350c0f96e | no_churn | 0.020726 | 0 | no_churn | -0.041129 | 0.000077 | -0.031125 | -0.018644 | 0.052218 | -0.102174 | 0.013712 | 0.040538 | Female | 59 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
49 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | ba0d4680-0a1e-4421-a779-2140d0e67eb2 | churn | 0.470939 | 1 | churn | -0.009263 | -0.001673 | 0.0569 | 0.007134 | 0.115729 | 0.093581 | 0.068579 | 0.037926 | Male | 30 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
27 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 8b953fd1-7fd2-4a79-b59a-08e280720033 | no_churn | 0.006893 | 0 | no_churn | -0.037795 | -0.005557 | -0.016821 | -0.029162 | 0.012219 | -0.103163 | -0.041826 | -0.046921 | Female | 27 | Yes | Yes | Unemployed | Suburban | College | 1,671,861,600 |
22 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | ecc1d019-35f2-4432-9260-810204d38b90 | no_churn | 0.478466 | 0 | no_churn | -0.023994 | -0.005206 | -0.035798 | 0.001284 | 0.082543 | 0.080542 | 0.036894 | 0.052376 | Male | 78 | Yes | No | Unemployed | Urban | Bachelor | 1,671,861,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 408e7e9a-0eae-4e56-9f25-89f3fe0d9d75 | churn | 0.857863 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 20 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
2 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | fe3b4d6a-2bfc-41f8-a465-c58bd6609e8d | no_churn | 0.095034 | 0 | no_churn | 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 | Male | 71 | No | Yes | Employed | Urban | High School or Below | 1,671,861,600 |
70 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | 6234a309-a641-4cfd-a245-a64929cd5917 | no_churn | 0.080517 | 0 | no_churn | -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 | Female | 56 | No | Yes | Unemployed | Urban | High School or Below | 1,671,861,600 |
50 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 9991811f-059d-4e23-a99f-61b207c76cde | no_churn | 0.046898 | 0 | no_churn | -0.042956 | -0.008465 | -0.02839 | -0.028072 | 0.014618 | -0.113769 | -0.025399 | -0.036592 | Female | 27 | No | No | Employed | Suburban | College | 1,671,861,600 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4451252a-368b-4d73-97fa-3de1f1665763 | churn | 0.747226 | 1 | churn | 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 | Female | 80 | Yes | Yes | Retired | Suburban | Master | 1,671,861,600 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 856de094-cccb-443a-8718-945cd61d0d1e | no_churn | 0.694185 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 34 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
2 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a1c865ba-4e5f-4314-bd07-0180d52a17b1 | churn | 0.553633 | 1 | churn | 0.306282 | 0.128325 | 0.052827 | 0.046583 | 0.071454 | 0.151404 | -0.017548 | -0.008354 | Female | 47 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
25 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 3ab9b813-b11a-4814-bb56-d7f0346f662f | no_churn | 0.084532 | 0 | no_churn | -0.075899 | -0.009378 | -0.043285 | 0.000904 | -0.11904 | 0.059393 | 0.062779 | 0.0495 | Male | 57 | Yes | No | Employed | Suburban | Bachelor | 1,671,861,600 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3801dd56-574a-46eb-a0dd-7fed549ed307 | no_churn | 0.190887 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Female | 28 | No | Yes | Unemployed | Urban | Bachelor | 1,671,861,600 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | eb1beff2-ef55-43f6-9340-323a9d347577 | churn | 0.851162 | 1 | churn | 0.262688 | -0.004238 | 0.03047 | 0.044922 | 0.092581 | 0.128503 | 0.100424 | 0.075624 | Male | 70 | No | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b39d7a07-a35d-4ee6-99ac-55fd3cde2a1b | churn | 0.804799 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 57 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
41 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a03510b8-d4e7-441c-99cc-9f0b05193bed | no_churn | 0.192339 | 0 | no_churn | -0.045052 | -0.013517 | 0.053757 | 0.014446 | 0.08656 | 0.091327 | -0.034446 | -0.020142 | Male | 33 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
42 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 25eccffc-0810-4df4-a7ef-b5262a23f32a | no_churn | 0.007231 | 0 | no_churn | -0.010215 | -0.004125 | -0.015631 | -0.05542 | 0.012272 | -0.133136 | -0.024109 | -0.038662 | Female | 58 | No | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
29 | Yes | No | High Speed | Phone_Support | One year | <50hrs | Active | 9ca90dd5-267e-46bf-8957-0decb42b1c95 | no_churn | 0.148133 | 0 | no_churn | 0.064491 | 0.000434 | 0.033348 | 0.040185 | 0.118101 | -0.009324 | 0.162201 | 0.101538 | Male | 71 | No | No | Unemployed | Suburban | Master | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 6c2aafe5-b5de-42e2-b72f-0de563a35c97 | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Female | 34 | No | No | Employed | Rural | Master | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 9b8a9252-396b-42db-87b7-ff3edfefb10e | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Female | 79 | No | No | Unemployed | Urban | High School or Below | 1,671,861,600 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | e54e260d-d8e8-462e-b9c4-68bf401305e6 | churn | 0.147778 | 0 | no_churn | -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 | Male | 23 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 22900766-46a6-4018-adce-c7b701718f05 | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Female | 47 | No | No | Unemployed | Rural | Master | 1,671,861,600 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e2ca4976-2483-43ce-96b8-907c1b4237f2 | churn | 0.376232 | 1 | churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Male | 60 | Yes | No | Unemployed | Suburban | College | 1,671,861,600 |
32 | Yes | No | Low Speed | Phone_Support | One year | <80hrs | Active | 6f4362e4-ed43-4b18-9a08-8ee2853fb07c | no_churn | 0.155149 | 0 | no_churn | 0.007642 | -0.003805 | 0.012522 | -0.007325 | 0.071489 | -0.106916 | 0.061683 | 0.065684 | Female | 35 | No | Yes | Employed | Urban | Bachelor | 1,671,861,600 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 91beb3be-fae6-46c7-b2a3-b1e2d9b8c2b6 | no_churn | 0.034547 | 0 | no_churn | -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 | Male | 62 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,861,600 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 76f8e09a-d6b9-4257-941d-496e2ebf2d82 | churn | 0.376232 | 1 | churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Male | 80 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
27 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cc6d8593-0172-4c18-bab9-bee3e7e6f935 | no_churn | 0.193651 | 0 | no_churn | -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 | Female | 45 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
6 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 5c15117e-bf30-4435-948b-971e5e3376e6 | churn | 0.806531 | 1 | churn | 0.155955 | -0.001509 | -0.009158 | 0.132294 | -0.047696 | 0.082159 | 0.069808 | 0.089121 | Male | 41 | No | Yes | Employed | Suburban | Master | 1,671,861,600 |
23 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 86962a06-8288-43d7-aabf-4e089d10dcab | no_churn | 0.008172 | 0 | no_churn | -0.023563 | -0.004729 | 0.029204 | -0.01519 | -0.004509 | -0.185363 | -0.029641 | -0.035236 | Male | 43 | No | No | Unemployed | Suburban | Bachelor | 1,671,861,600 |
38 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | f5b73a63-0ac6-4e70-a190-997d7c72d419 | no_churn | 0.36201 | 0 | no_churn | -0.114905 | -0.00396 | 0.080436 | -0.055588 | -0.041493 | 0.106954 | 0.114126 | 0.034572 | Male | 69 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,861,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 62ca5986-9d0e-40e1-a229-cc8dc72a1e95 | no_churn | 0.002168 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Male | 26 | Yes | No | Employed | Suburban | College | 1,671,861,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 948d630b-22a5-46d1-b163-38347f1e3073 | churn | 0.857863 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 71 | No | No | Employed | Suburban | College | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6019dde3-2edb-43a4-b78f-b6ebd8b80143 | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 24 | No | No | Employed | Urban | High School or Below | 1,671,861,600 |
13 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | bb889213-fa94-4d3d-ac01-f76f2c6cc5cb | no_churn | 0.026754 | 0 | no_churn | -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 | Male | 56 | No | No | Employed | Urban | Bachelor | 1,671,861,600 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b54a389a-472f-4cf0-8d4c-8617579e6624 | churn | 0.817438 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Female | 46 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
4 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6f5cffcd-e2e4-4724-92b5-c3cfde48ce79 | churn | 0.530271 | 1 | churn | 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 | Female | 39 | No | Yes | Disabled | Suburban | High School or Below | 1,671,861,600 |
13 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | d967327d-b623-4a33-ba1d-9a47c0b25c21 | no_churn | 0.03086 | 0 | no_churn | -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 | Female | 20 | No | Yes | Employed | Rural | Bachelor | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 754e98ec-7423-4aa7-a502-6570793bd249 | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Female | 67 | No | Yes | Medical Leave | Suburban | High School or Below | 1,671,861,600 |
14 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 0e029cfa-e1d5-49aa-8d29-a6e933199c0f | no_churn | 0.579312 | 0 | no_churn | 0.018079 | -0.005515 | -0.078736 | -0.058772 | -0.021977 | 0.054085 | 0.019399 | 0.041911 | Female | 22 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 251a5904-7d49-426d-98c2-efbe53bd2ff2 | no_churn | 0.479453 | 0 | no_churn | -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 | Male | 43 | No | Yes | Employed | Urban | College | 1,671,861,600 |
57 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 4bd16d52-cdbb-4687-9eff-32d482be74b0 | no_churn | 0.010978 | 0 | no_churn | -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 | Male | 57 | No | No | Medical Leave | Suburban | Bachelor | 1,671,861,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b6db86d0-f721-4995-be11-34abea23a043 | no_churn | 0.202641 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 64 | No | No | Medical Leave | Suburban | College | 1,671,861,600 |
59 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | 79fd5907-da71-44b9-8ef1-0de5d6d9e06f | no_churn | 0.392834 | 0 | no_churn | -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 | Male | 33 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | d7590909-247e-49e0-bf87-aaa06b24b00f | churn | 0.650341 | 1 | churn | 0.297678 | 0.03494 | 0.003566 | 0.022851 | 0.095175 | 0.175478 | 0.048824 | 0.038461 | Male | 74 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
42 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | c13c2b5e-28dc-45d6-83df-93739ee9ae74 | no_churn | 0.007231 | 0 | no_churn | -0.010215 | -0.004125 | -0.015631 | -0.05542 | 0.012272 | -0.133136 | -0.024109 | -0.038662 | Female | 66 | No | No | Medical Leave | Suburban | High School or Below | 1,671,861,600 |
72 | No | No phone service | High Speed | In_Store_Support | Two year | 100hrs+ | Active | b462aff4-7c72-4b8d-b3d4-cdc4356fc635 | churn | 0.330058 | 1 | churn | -0.098048 | 0.002195 | -0.003539 | -0.013001 | -0.050829 | -0.137602 | 0.011723 | 0.020074 | Male | 74 | No | No | Employed | Suburban | College | 1,671,861,600 |
70 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | ad19a7ae-6b8e-4637-a5f4-1ab18ced9063 | no_churn | 0.024147 | 0 | no_churn | -0.072527 | -0.003378 | 0.001216 | -0.026049 | -0.006198 | -0.107816 | -0.018698 | -0.035577 | Male | 78 | No | No | Unemployed | Suburban | College | 1,671,861,600 |
52 | Yes | No | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 104a8097-fb5e-414f-b577-eeedfcfdba7a | no_churn | 0.086689 | 0 | no_churn | -0.078432 | -0.005439 | -0.010532 | 0.037875 | 0.007636 | -0.187918 | -0.014447 | -0.017769 | Male | 36 | Yes | No | Employed | Suburban | College | 1,671,861,600 |
35 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | df45df72-dc59-41e2-87cb-398487becd23 | no_churn | 0.054265 | 0 | no_churn | -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 | Female | 25 | No | No | Employed | Suburban | College | 1,671,861,600 |
35 | No | No phone service | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 52b700c5-13e9-4de4-b1a8-0d26c2bc25a8 | no_churn | 0.061403 | 0 | no_churn | -0.134026 | 0.026088 | 0.005876 | -0.022648 | -0.038354 | -0.058874 | -0.01995 | -0.027138 | Male | 42 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 37bd7656-e414-41e7-b077-c5b6160702b5 | churn | 0.665271 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 78 | No | Yes | Retired | Suburban | College | 1,671,861,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 790fe175-1dff-4c2f-92ba-ad93debfe3a0 | no_churn | 0.002168 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Female | 30 | Yes | No | Unemployed | Rural | Bachelor | 1,671,861,600 |
31 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 77d5a5bf-8b15-4fac-9b91-e8f37aa9551f | no_churn | 0.256398 | 0 | no_churn | -0.077393 | -0.002738 | -0.1165 | 0.000549 | -0.031374 | -0.07624 | 0.028881 | 0.045789 | Male | 23 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
39 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 47d861f6-61dc-4e36-b476-d527e25f2c63 | no_churn | 0.163966 | 0 | no_churn | -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 | Female | 49 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ec118a5c-5271-427e-801d-bf26d6fd2872 | no_churn | 0.73255 | 0 | no_churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Male | 69 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
64 | Yes | No | Medium Speed | In_Store_Support | Two year | 100hrs+ | Active | 840536f3-b9db-4c7b-b0cb-49ef38634676 | no_churn | 0.012048 | 0 | no_churn | -0.015954 | -0.00231 | 0.008045 | -0.055304 | -0.029229 | -0.0892 | 0.018279 | 0.019146 | Female | 69 | No | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
31 | No | No phone service | High Speed | Phone_Support | Two year | <80hrs | Active | 95fd95f9-82e1-4b27-b33c-4fbf0de3ae28 | no_churn | 0.020726 | 0 | no_churn | -0.041129 | 0.000077 | -0.031125 | -0.018644 | 0.052218 | -0.102174 | 0.013712 | 0.040538 | Male | 35 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
2 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | ac9b0e11-b23f-4b84-863d-e1a47fe4919d | churn | 0.564451 | 1 | churn | 0.277682 | 0.074104 | 0.041916 | -0.009293 | -0.016191 | 0.176651 | 0.106744 | 0.069361 | Female | 25 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8587cdef-9e3e-4fae-a553-37db718d7604 | churn | 0.804799 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 47 | No | No | Employed | Suburban | Master | 1,671,861,600 |
61 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 332093ea-a966-4968-b347-5ad0b1c5e6eb | no_churn | 0.024457 | 0 | no_churn | -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 | Female | 52 | No | Yes | Unemployed | Urban | Bachelor | 1,671,861,600 |
38 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 1a472cb5-fb45-43e4-b55f-c76e4197be2d | no_churn | 0.36201 | 0 | no_churn | -0.114905 | -0.00396 | 0.080436 | -0.055588 | -0.041493 | 0.106954 | 0.114126 | 0.034572 | Male | 61 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5bb34d3c-960e-4e99-8228-820f54eeabf7 | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 67 | No | Yes | Unemployed | Suburban | College | 1,671,861,600 |
64 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 67309e8c-6128-4bfd-b106-fc8d2c6fc804 | no_churn | 0.111734 | 0 | no_churn | -0.121107 | -0.003102 | 0.008208 | 0.0256 | -0.00469 | -0.141006 | -0.016929 | -0.016002 | Male | 23 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,861,600 |
31 | Yes | Yes | High Speed | In_Store_Support | One year | <50hrs | Active | ee1c62a9-224c-4e7d-bd58-ab03bca1e28e | no_churn | 0.198182 | 0 | no_churn | -0.05165 | -0.002345 | 0.03451 | -0.029693 | -0.0091 | -0.102419 | 0.025957 | 0.045714 | Female | 74 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 671809f0-9e5f-461a-afaa-629176032b52 | no_churn | 0.202641 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 75 | No | No | Employed | Rural | High School or Below | 1,671,861,600 |
22 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | aa46379f-ec6d-42c6-a469-c24b20c1832d | no_churn | 0.478466 | 0 | no_churn | -0.023994 | -0.005206 | -0.035798 | 0.001284 | 0.082543 | 0.080542 | 0.036894 | 0.052376 | Male | 38 | No | No | Unemployed | Urban | College | 1,671,861,600 |
23 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 572b6f71-9f97-4ce6-af43-d921e1f48cc0 | no_churn | 0.167607 | 0 | no_churn | -0.127402 | -0.006158 | -0.124373 | 0.037688 | -0.043716 | 0.041305 | -0.017879 | -0.015811 | Female | 80 | Yes | No | Unemployed | Suburban | College | 1,671,861,600 |
48 | Yes | Yes | Medium Speed | Phone_Support | One year | 100hrs+ | Active | 30609c65-5efe-494b-bcc0-8637f6838a9f | no_churn | 0.123978 | 0 | no_churn | -0.044772 | -0.001203 | -0.039481 | -0.141085 | 0.061254 | -0.014943 | 0.049639 | 0.071565 | Male | 29 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
61 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 25ed3aad-ec12-4820-b77b-95116d5bf2ce | no_churn | 0.024457 | 0 | no_churn | -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 | Male | 22 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,861,600 |
29 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3ff4d398-cec1-42f7-ab2b-5a1e506e25ad | no_churn | 0.303883 | 0 | no_churn | 0.014703 | -0.007793 | -0.015711 | 0.121006 | 0.054778 | 0.105027 | -0.000249 | 0.010097 | Female | 70 | Yes | No | Employed | Rural | College | 1,671,861,600 |
56 | Yes | No | Low Speed | Web_Chat_Support | One year | 100hrs+ | Active | db0f3110-4933-4b4c-ac27-3e18620dbc26 | churn | 0.294765 | 0 | no_churn | -0.097238 | -0.002832 | -0.024748 | -0.051215 | 0.032175 | -0.144917 | -0.001057 | 0.035805 | Female | 36 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
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