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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8213b0a0-b427-45c8-a177-3b3dfb74fbd8 | churn | 0.673746 | 1 | churn | 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 | Female | 23 | No | No | Employed | Suburban | College | 1,671,256,800 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | c07c9e7b-b6a5-4050-8639-00def9aef247 | no_churn | 0.156126 | 0 | no_churn | -0.040086 | -0.003384 | 0.017835 | 0.041787 | -0.004256 | -0.149966 | -0.025853 | -0.065102 | Female | 79 | Yes | No | Employed | Rural | High School or Below | 1,671,256,800 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0a8a9279-900c-4fd6-981c-6a3b9f96a96e | churn | 0.549041 | 1 | churn | 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 | Female | 75 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6965fe76-2e92-4d64-af5e-adc71441b495 | no_churn | 0.583586 | 0 | no_churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Female | 58 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ad43458b-34c0-42df-a00a-fe03cf5b597b | churn | 0.831219 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 20 | Yes | No | Employed | Suburban | High School or Below | 1,671,256,800 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 700f1413-cd64-47c7-9dea-fd1751bcfd45 | no_churn | 0.626396 | 0 | no_churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 39 | No | No | Employed | Suburban | Doctor | 1,671,256,800 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 36c716b5-9911-44bb-b6e4-c1d292e3fdb7 | churn | 0.328104 | 1 | churn | -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 | Female | 32 | No | No | Employed | Suburban | College | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ab4a69a2-7718-4c9d-9436-6a1b291b823f | churn | 0.755006 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 29 | No | No | Employed | Urban | Master | 1,671,256,800 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bbdb4b0c-abe1-4572-b91d-6908c72e77c1 | no_churn | 0.689107 | 0 | no_churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Female | 24 | No | No | Unemployed | Rural | High School or Below | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 84ca8a3c-c2a6-4c72-8960-7209be423d61 | churn | 0.838365 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 21 | Yes | No | Employed | Rural | Bachelor | 1,671,256,800 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e55a1e95-2223-434e-97de-4bfedfd6f254 | churn | 0.64955 | 1 | churn | 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 | Female | 41 | No | Yes | Disabled | Urban | Bachelor | 1,671,256,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d9398575-aa8e-48f2-9d29-75cbf307295e | no_churn | 0.331582 | 0 | no_churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Male | 70 | No | No | Employed | Suburban | Master | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 248e42df-96da-4232-9188-26bb160076bc | churn | 0.756187 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 20 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,256,800 |
51 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0f62bed3-1d8c-4c68-bf50-baa9ab8692d6 | no_churn | 0.136333 | 0 | no_churn | -0.175485 | -0.004022 | -0.142657 | 0.03573 | 0.020713 | 0.043757 | -0.026086 | -0.020977 | Female | 72 | Yes | Yes | Medical Leave | Suburban | High School or Below | 1,671,256,800 |
26 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d6301753-3782-43a5-83d6-b15a33ebaef7 | churn | 0.577448 | 1 | churn | -0.089947 | -0.00289 | 0.060129 | 0.112927 | 0.005376 | 0.093745 | -0.009021 | -0.048384 | Male | 28 | Yes | No | Employed | Suburban | Bachelor | 1,671,256,800 |
16 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dad39f5a-48c9-4344-a87e-4003cad851f4 | churn | 0.422499 | 1 | churn | 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 | Female | 80 | No | No | Disabled | Suburban | College | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0e9f13e7-02de-43ce-8aff-e341f781fb22 | churn | 0.816267 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 58 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f99cf8f1-161a-4c54-a1b0-004d0449d198 | no_churn | 0.687853 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Female | 75 | No | No | Employed | Urban | Bachelor | 1,671,256,800 |
20 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a29b18b2-22cc-4718-942a-f54dd7a84360 | no_churn | 0.33623 | 0 | no_churn | 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 | Female | 28 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 01c5fb4c-73a5-4417-820a-b257498b78d0 | no_churn | 0.003597 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Female | 24 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 90381f60-f97a-425c-a295-8f5d9b8c549d | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 55 | Yes | No | Disabled | Urban | Bachelor | 1,671,256,800 |
24 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4cb1570a-0fac-4cbf-b7c4-804b4b289678 | churn | 0.410874 | 1 | churn | -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 | Female | 25 | Yes | No | Disabled | Suburban | College | 1,671,256,800 |
19 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4c9cfc16-d560-44f6-bcbf-2be40331e1d0 | no_churn | 0.332529 | 0 | no_churn | 0.095326 | -0.002454 | -0.012112 | 0.167078 | 0.10288 | 0.117252 | -0.006277 | -0.026477 | Male | 42 | Yes | No | Employed | Suburban | College | 1,671,256,800 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | cb676193-325e-43bd-ba5e-974f4df5ece6 | no_churn | 0.156126 | 0 | no_churn | -0.040086 | -0.003384 | 0.017835 | 0.041787 | -0.004256 | -0.149966 | -0.025853 | -0.065102 | Male | 25 | Yes | Yes | Retired | Suburban | College | 1,671,256,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 100hrs+ | Active | 7644e53a-8ee7-49f0-87f4-2bfd3d7b6661 | no_churn | 0.025313 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Female | 69 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,256,800 |
38 | Yes | Yes | Low Speed | Phone_Support | One year | 0hrs | Disabled | a642a714-d0c7-40ab-81d1-047e8f4b7304 | no_churn | 0.041691 | 0 | no_churn | -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 | Male | 73 | No | No | Employed | Suburban | Master | 1,671,256,800 |
2 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 613647aa-6dee-4084-ab89-7e90edbaf444 | no_churn | 0.255325 | 0 | no_churn | 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 | Female | 34 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 87b741bf-9f30-435d-b495-c69ff7c82c4f | churn | 0.701688 | 1 | churn | 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 | Male | 52 | No | No | Retired | Suburban | College | 1,671,256,800 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e04b473b-7512-48fb-8d38-537f77900633 | churn | 0.553671 | 1 | churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Female | 27 | Yes | Yes | Unemployed | Urban | Doctor | 1,671,256,800 |
52 | Yes | No | High Speed | Phone_Support | One year | <80hrs | Active | 87864f28-1f9b-4c37-96b2-c24cc7e9ed5c | no_churn | 0.06369 | 0 | no_churn | -0.017701 | -0.005836 | -0.059251 | -0.003264 | 0.05085 | -0.136669 | 0.034562 | 0.063284 | Male | 23 | No | Yes | Unemployed | Urban | Bachelor | 1,671,256,800 |
72 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | e773dfbd-159e-451b-af15-00756c2776ba | no_churn | 0.002327 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 31 | Yes | Yes | Retired | Urban | Bachelor | 1,671,256,800 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1bcb06ec-febb-43db-8b35-7f9cd6a3bbca | churn | 0.851162 | 1 | churn | 0.218786 | -0.005116 | 0.129818 | 0.048423 | 0.055929 | 0.146592 | 0.064267 | 0.062275 | Female | 22 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,256,800 |
32 | No | No phone service | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dbcbe5b6-4df4-487f-83de-74b472befc04 | no_churn | 0.213284 | 0 | no_churn | -0.043925 | -0.01548 | -0.010146 | -0.02433 | -0.016583 | 0.060272 | -0.029644 | -0.04619 | Male | 63 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2dea098e-2405-46d7-a342-fefda9a2abf3 | churn | 0.64955 | 1 | churn | 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 | Male | 52 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 10cce11b-2e2f-400e-a3e4-2b723d138337 | no_churn | 0.005304 | 0 | no_churn | -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 | Female | 23 | Yes | No | Employed | Suburban | College | 1,671,256,800 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1cfdec5d-baf0-4549-9da9-85fdfb9c5d8a | no_churn | 0.314494 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 64 | No | No | Employed | Urban | College | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 4554cbbb-dda2-4e6b-9ec1-a75c8bfa698a | no_churn | 0.775634 | 0 | no_churn | 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 | Female | 20 | No | No | Employed | Urban | High School or Below | 1,671,256,800 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4df05768-4ff3-4e51-81f0-b7a54f6b9e3a | churn | 0.328104 | 1 | churn | -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 | Female | 45 | No | No | Unemployed | Suburban | College | 1,671,256,800 |
60 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | a44f7164-595e-4ae6-a6d1-f9b263e6561e | no_churn | 0.011764 | 0 | no_churn | -0.043886 | -0.003508 | -0.011308 | -0.023258 | -0.023544 | -0.136455 | -0.013187 | -0.01388 | Female | 74 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
62 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | ce715035-5695-4290-bc7b-747d29ddffe8 | no_churn | 0.05354 | 0 | no_churn | -0.070137 | -0.005291 | -0.041211 | 0.006467 | -0.085426 | 0.036616 | -0.048975 | -0.06107 | Male | 59 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,256,800 |
41 | Yes | No | High Speed | Phone_Support | One year | 100hrs+ | Active | 410e5556-5bdf-4f05-a99d-4b048d4140c2 | no_churn | 0.106553 | 0 | no_churn | -0.056554 | -0.001373 | -0.080182 | -0.014699 | -0.017394 | -0.063911 | 0.067996 | 0.05959 | Female | 21 | No | No | Unemployed | Urban | High School or Below | 1,671,256,800 |
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 92eb35d4-beb6-419b-aa5d-780be85c7271 | churn | 0.673746 | 1 | churn | 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 | Female | 67 | No | Yes | Employed | Suburban | Master | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | a26ae34a-4b68-474d-9c23-8de7a6562fe7 | churn | 0.891816 | 1 | churn | 0.28411 | -0.004907 | 0.070539 | 0.064627 | 0.080494 | 0.157836 | 0.036574 | 0.041702 | Female | 40 | No | Yes | Unemployed | Suburban | College | 1,671,256,800 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | d4cf5f7a-a57e-438c-8586-4bf09e5b9bb2 | no_churn | 0.2749 | 0 | no_churn | -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 | Female | 49 | No | No | Employed | Suburban | High School or Below | 1,671,256,800 |
20 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a3466306-06fd-4667-a119-d454be4e3a64 | no_churn | 0.08709 | 0 | no_churn | -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 | Female | 47 | No | Yes | Employed | Suburban | Doctor | 1,671,256,800 |
20 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 8e515ac9-1f3b-432b-a770-2724162b3f98 | churn | 0.598985 | 1 | churn | 0.105754 | -0.003065 | 0.062977 | 0.047841 | 0.05695 | 0.140061 | 0.138807 | 0.066292 | Male | 25 | No | Yes | Employed | Rural | High School or Below | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 25dbbc64-6229-40b1-bd75-a803a1f9dcc6 | churn | 0.831219 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 75 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e5b16606-92fc-466c-a171-15d687a603c6 | no_churn | 0.331582 | 0 | no_churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Female | 29 | No | No | Unemployed | Suburban | College | 1,671,256,800 |
44 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | cd8a91b9-6810-40fa-a412-5ca5110b82da | no_churn | 0.154594 | 0 | no_churn | -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 | Male | 66 | No | Yes | Employed | Rural | Bachelor | 1,671,256,800 |
52 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | b57ced8b-3650-4e92-8431-fa0167e8ef52 | no_churn | 0.037436 | 0 | no_churn | -0.07149 | -0.005349 | -0.010157 | -0.041224 | 0.007198 | -0.089305 | -0.030182 | -0.028517 | Male | 46 | Yes | No | Unemployed | Suburban | College | 1,671,256,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 94e974cc-a645-4867-8512-37eecec99bdd | churn | 0.461061 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 80 | No | No | Unemployed | Suburban | College | 1,671,256,800 |
24 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 7bc2b50a-d049-4e60-a662-38e256f4addb | no_churn | 0.218404 | 0 | no_churn | -0.105834 | -0.01673 | -0.055348 | -0.021383 | -0.062374 | 0.028994 | -0.009349 | 0.032999 | Female | 39 | No | No | Employed | Suburban | College | 1,671,256,800 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 100hrs+ | Active | be41ab6f-d694-4040-a169-57d9dbcb50bc | no_churn | 0.043197 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Female | 61 | No | Yes | Employed | Urban | College | 1,671,256,800 |
58 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | a6beda9b-57e9-4bae-982c-190707d0c507 | no_churn | 0.018331 | 0 | no_churn | -0.026645 | -0.002994 | 0.002603 | -0.006025 | -0.00853 | -0.144646 | -0.010852 | -0.011937 | Female | 35 | No | No | Employed | Suburban | High School or Below | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b03cab66-69bb-4174-803f-2857f3d1e639 | churn | 0.857863 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 44 | No | No | Retired | Suburban | Bachelor | 1,671,256,800 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6f90093b-8f35-4a39-841e-b4e12eee13fc | churn | 0.64955 | 1 | churn | 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 | Male | 78 | No | Yes | Unemployed | Rural | College | 1,671,256,800 |
16 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 3685efae-6cc4-44f8-8bf1-a57240ae1607 | no_churn | 0.034091 | 0 | no_churn | 0.009115 | -0.004192 | -0.030909 | -0.016301 | -0.031971 | -0.143702 | -0.022294 | -0.028773 | Male | 51 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
7 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 733eee12-dd8b-476f-90d2-127027db514d | no_churn | 0.175359 | 0 | no_churn | -0.0501 | -0.004782 | -0.107539 | -0.069049 | -0.134896 | 0.05464 | 0.060608 | 0.022091 | Male | 48 | No | No | Employed | Urban | Master | 1,671,256,800 |
60 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e7aebf4a-aa29-419f-b948-7269dfae94a8 | no_churn | 0.006924 | 0 | no_churn | -0.056129 | -0.003968 | -0.010231 | -0.027065 | -0.005244 | -0.110848 | -0.029385 | -0.026157 | Female | 42 | No | Yes | Employed | Urban | High School or Below | 1,671,256,800 |
66 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | 0f952ffa-f5da-4737-8404-fe4efb71f760 | no_churn | 0.044582 | 0 | no_churn | -0.093061 | 0.007535 | -0.005077 | -0.017937 | 0.006741 | -0.106093 | -0.01855 | -0.022583 | Female | 63 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
19 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7d296e9d-82bb-460e-9293-435097b54eca | no_churn | 0.090735 | 0 | no_churn | -0.052689 | -0.007144 | -0.030111 | -0.110831 | 0.01802 | 0.04195 | -0.061963 | -0.066259 | Female | 47 | No | No | Unemployed | Suburban | Doctor | 1,671,256,800 |
3 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | adfe106e-d093-4a3d-8497-541dd630f1ca | no_churn | 0.270671 | 0 | no_churn | 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 | Male | 62 | No | No | Employed | Suburban | College | 1,671,256,800 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | 0b250983-38b2-4908-b729-f77c70f7ecd9 | no_churn | 0.006005 | 0 | no_churn | -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 | Female | 54 | Yes | Yes | Employed | Suburban | College | 1,671,256,800 |
51 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 603708e5-dfcd-47d2-897a-acf83a590be7 | no_churn | 0.136333 | 0 | no_churn | -0.175485 | -0.004022 | -0.142657 | 0.03573 | 0.020713 | 0.043757 | -0.026086 | -0.020977 | Female | 33 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,256,800 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3aa4d663-1b3b-4717-8d31-9aae5ba545d6 | no_churn | 0.583586 | 0 | no_churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Female | 74 | No | No | Disabled | Suburban | College | 1,671,256,800 |
11 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | bdc5f569-c1f8-4b1a-b631-47aa940fa224 | no_churn | 0.035958 | 0 | no_churn | -0.009936 | -0.009074 | -0.014101 | -0.041847 | 0.025963 | -0.070904 | -0.026985 | -0.042142 | Female | 61 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
38 | Yes | Yes | Low Speed | Phone_Support | One year | 0hrs | Disabled | 0eb3c9df-97ca-4227-8014-5d00db8f3dd6 | no_churn | 0.041691 | 0 | no_churn | -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 | Female | 23 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | ba9dabed-6291-4308-96ea-afca9993b5c5 | no_churn | 0.775634 | 0 | no_churn | 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 | Male | 34 | No | Yes | Employed | Rural | Master | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c24f1f46-446d-421e-b49d-1b6a179b7590 | churn | 0.756187 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 45 | No | Yes | Disabled | Suburban | Bachelor | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 10cc9eba-698a-46d7-ae64-262c9f8beb7f | no_churn | 0.775634 | 0 | no_churn | 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 | Female | 71 | No | Yes | Retired | Suburban | College | 1,671,256,800 |
68 | Yes | No | Medium Speed | In_Store_Support | Two year | 100hrs+ | Active | fd7c2fd9-e38c-4d4c-8bc9-b5b4d8fabb08 | no_churn | 0.016652 | 0 | no_churn | -0.04364 | -0.003116 | -0.019328 | -0.022098 | -0.057535 | -0.138998 | 0.009833 | 0.015855 | Male | 21 | No | Yes | Employed | Urban | College | 1,671,256,800 |
58 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | 08d007e2-9fc5-4107-ab1c-517f66ce6de0 | no_churn | 0.010566 | 0 | no_churn | -0.054449 | 0.022443 | 0.00567 | -0.013925 | -0.048959 | -0.220709 | 0.039614 | 0.031289 | Male | 48 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | d0aa4f39-3d42-4be3-a1c8-f21e472be134 | no_churn | 0.134484 | 0 | no_churn | -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 | Female | 77 | No | Yes | Unemployed | Suburban | College | 1,671,256,800 |
26 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 75804025-55a3-423a-875c-9829678da728 | no_churn | 0.088782 | 0 | no_churn | -0.156466 | 0.011712 | -0.07359 | -0.038191 | 0.014434 | 0.053801 | 0.03124 | 0.0447 | Female | 74 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 88ec003e-d952-4fb5-9e0e-fc7cdac781df | churn | 0.826933 | 1 | churn | 0.158927 | -0.002756 | 0.040862 | 0.120457 | 0.098183 | 0.150659 | 0.107302 | 0.05734 | Male | 72 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
11 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 6985f218-7d5b-4ecf-aaa0-a15551b62578 | no_churn | 0.035958 | 0 | no_churn | -0.009936 | -0.009074 | -0.014101 | -0.041847 | 0.025963 | -0.070904 | -0.026985 | -0.042142 | Female | 42 | Yes | Yes | Employed | Rural | College | 1,671,256,800 |
8 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | eeaf9590-7cd6-4383-937d-7860abd2352d | no_churn | 0.105474 | 0 | no_churn | -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 | Male | 46 | No | Yes | Medical Leave | Suburban | Doctor | 1,671,256,800 |
72 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | f3b1a161-b2ac-426a-b409-91e9a0b0ef02 | no_churn | 0.002002 | 0 | no_churn | -0.063191 | -0.003443 | -0.011658 | -0.018819 | -0.01579 | -0.131201 | -0.01156 | -0.013364 | Female | 51 | Yes | No | Employed | Urban | High School or Below | 1,671,256,800 |
12 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 710f5e03-187c-4c7d-b09a-e51ccdef43ae | no_churn | 0.221626 | 0 | no_churn | -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 | Female | 47 | No | No | Employed | Suburban | High School or Below | 1,671,256,800 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 17b69c1e-a73a-4739-8a20-2866b7ab1e3b | no_churn | 0.024169 | 0 | no_churn | 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 | Female | 32 | No | Yes | Disabled | Rural | College | 1,671,256,800 |
8 | Yes | No | High Speed | Phone_Support | Two year | 100hrs+ | Active | 0b0938e5-74c9-4c39-abc9-182ba77170e8 | churn | 0.012962 | 0 | no_churn | 0.039039 | -0.002507 | -0.010676 | 0.01066 | 0.09505 | -0.223229 | 0.078948 | 0.07369 | Male | 63 | No | Yes | Employed | Rural | High School or Below | 1,671,256,800 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e5793454-86d7-42db-830d-e0241012624c | churn | 0.328104 | 1 | churn | -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 | Female | 62 | No | No | Employed | Suburban | College | 1,671,256,800 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 479abe6b-9682-4700-ba46-1bade916090c | churn | 0.333974 | 1 | churn | -0.126559 | -0.003168 | 0.083777 | 0.067687 | 0.05296 | 0.085137 | 0.003366 | 0.010253 | Female | 34 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
62 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 9909b1e9-17e7-4485-a40e-25739836ef84 | no_churn | 0.07177 | 0 | no_churn | -0.113654 | -0.002356 | 0.003068 | 0.011193 | 0.036836 | -0.244045 | 0.044257 | 0.055673 | Female | 26 | Yes | Yes | Employed | Rural | College | 1,671,256,800 |
69 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 79ace218-ba36-43d9-80cf-bb2a3ed2b0d3 | no_churn | 0.075187 | 0 | no_churn | -0.042849 | -0.002342 | 0.016572 | -0.074093 | -0.046436 | -0.155238 | 0.050278 | 0.035082 | Female | 46 | No | No | Employed | Suburban | College | 1,671,256,800 |
35 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | a2df37eb-60d3-4c63-b68d-fd75cd14e9d3 | no_churn | 0.006307 | 0 | no_churn | -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 | Female | 38 | No | No | Employed | Urban | Bachelor | 1,671,256,800 |
18 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 60257230-b589-410e-8962-908e98c2250e | no_churn | 0.025885 | 0 | no_churn | -0.044237 | -0.006204 | -0.034929 | -0.018206 | -0.000261 | -0.083025 | -0.040512 | -0.041653 | Female | 45 | No | No | Unemployed | Urban | College | 1,671,256,800 |
52 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | da37b037-ba2c-4212-92d3-575681f3ebce | no_churn | 0.037436 | 0 | no_churn | -0.07149 | -0.005349 | -0.010157 | -0.041224 | 0.007198 | -0.089305 | -0.030182 | -0.028517 | Male | 48 | Yes | No | Employed | Suburban | Master | 1,671,256,800 |
27 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 89b6cd2f-cb7e-471a-8efb-401f7dd802c2 | no_churn | 0.114061 | 0 | no_churn | -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 | Female | 79 | Yes | Yes | Employed | Urban | Bachelor | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 37789e64-3b78-45e5-84a8-efe816684b17 | churn | 0.71545 | 1 | churn | 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 | Male | 68 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
38 | Yes | Yes | Low Speed | Phone_Support | One year | 0hrs | Disabled | 48d5d794-d529-4160-8ed8-cfa551678415 | no_churn | 0.041691 | 0 | no_churn | -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 | Female | 45 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 18700acd-b4ab-42c8-8bcf-4aff63903469 | no_churn | 0.674897 | 1 | churn | 0.117378 | -0.015989 | -0.105141 | -0.066631 | -0.185649 | 0.063304 | -0.038947 | -0.021518 | Male | 54 | Yes | No | Employed | Suburban | Bachelor | 1,671,256,800 |
48 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 2d4f29ba-f527-4cbf-816d-4473107a0b00 | no_churn | 0.009673 | 0 | no_churn | -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 | Male | 28 | Yes | Yes | Unemployed | Rural | College | 1,671,256,800 |
20 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c4bc2cbf-ca12-40db-bcf9-4c334d8abd9f | no_churn | 0.33623 | 0 | no_churn | 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 | Male | 37 | No | Yes | Unemployed | Suburban | College | 1,671,256,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 3ae79beb-1b8b-4a88-929f-b46869399b5f | churn | 0.461061 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 73 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
62 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | a9ee6fd9-c653-4941-9cdf-1b95ed92595e | churn | 0.07177 | 0 | no_churn | -0.113654 | -0.002356 | 0.003068 | 0.011193 | 0.036836 | -0.244045 | 0.044257 | 0.055673 | Male | 25 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
37 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 079c8362-b294-4e90-b9d4-31bccd892117 | churn | 0.692695 | 1 | churn | 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 | Male | 33 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 468abe7b-5afe-4f88-a760-7ec5b312c4ca | no_churn | 0.570112 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 59 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d462c134-a1cf-45c5-bad7-ee6fb2bd499a | churn | 0.553671 | 1 | churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Female | 47 | No | Yes | Employed | Rural | Bachelor | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 8196f0dd-fc22-49fc-89b6-b6eef9f73e3c | no_churn | 0.775634 | 0 | no_churn | 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 | Female | 54 | No | No | Employed | Urban | College | 1,671,256,800 |
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