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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
67 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 17a5a9bb-a35a-4097-b994-8caa06944f8d | no_churn | 0.019951 | 0 | no_churn | -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 | Female | 59 | No | No | Disabled | Suburban | High School or Below | 1,672,812,000 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | df69c449-08c6-4936-a826-f1a7436185d9 | churn | 0.614134 | 1 | churn | 0.178349 | -0.002785 | 0.026468 | 0.042644 | 0.106936 | 0.156119 | 0.145336 | 0.067907 | Male | 55 | No | No | Medical Leave | Urban | College | 1,672,812,000 |
30 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bccc4e75-2b19-41dd-a778-b459256d3733 | no_churn | 0.013179 | 0 | no_churn | 0.138579 | -0.004893 | 0.038664 | 0.093284 | 0.066222 | 0.110773 | -0.027473 | -0.034183 | Female | 26 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
48 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3effac0d-541c-4ea2-8d37-e5c089a1f4b9 | no_churn | 0.091547 | 0 | no_churn | -0.014987 | 0.001286 | 0.087633 | -0.009762 | 0.086569 | 0.097374 | -0.008985 | -0.008289 | Male | 75 | No | Yes | Disabled | Suburban | College | 1,672,812,000 |
33 | Yes | Yes | High Speed | In_Store_Support | One year | <50hrs | Active | 0c997bcf-cbf8-4c86-8017-5a8f3c32adf3 | no_churn | 0.145129 | 0 | no_churn | -0.082429 | -0.001354 | -0.006892 | -0.013553 | -0.05374 | -0.085655 | 0.034155 | 0.060442 | Female | 73 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
54 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 53c60a4f-fc6e-406c-848a-ebd3124b15f7 | churn | 0.312834 | 1 | churn | -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 | Female | 39 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 96b3b274-8275-4d8d-87eb-066bfdf14bb7 | churn | 0.807092 | 1 | churn | 0.173132 | -0.001725 | -0.012368 | 0.01089 | 0.144539 | 0.134499 | 0.196092 | 0.085914 | Male | 53 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 7f9785d0-c673-4d1b-8413-73c8a22ff60f | no_churn | 0.260749 | 0 | no_churn | 0.019883 | -0.003397 | 0.091606 | 0.049375 | 0.125572 | 0.113616 | 0.202662 | 0.087656 | Male | 61 | No | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
12 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7652654e-89d4-40a6-8d59-3672ec5e66c7 | no_churn | 0.157604 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 47 | No | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a65c2c61-6a0c-4088-81e3-896a20d63c4f | no_churn | 0.305014 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 25 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
13 | No | No phone service | High Speed | Phone_Support | Month-to-month | <80hrs | Active | c1aa12c7-f763-452a-b1f0-b9897188de7a | churn | 0.442008 | 1 | churn | 0.000586 | 0.011049 | -0.054036 | -0.062153 | 0.017322 | 0.104019 | -0.008185 | 0.075206 | Male | 46 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
43 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3ffb0429-01ff-4cdc-ba10-1bfae636612a | no_churn | 0.088542 | 0 | no_churn | -0.061794 | -0.004558 | -0.023559 | -0.069152 | -0.051005 | 0.047833 | -0.032891 | -0.040832 | Male | 22 | No | No | Employed | Rural | High School or Below | 1,672,812,000 |
65 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 475c052d-3446-46d4-9957-01a55b5dcb65 | no_churn | 0.02049 | 0 | no_churn | -0.085689 | -0.006108 | -0.033113 | -0.040471 | -0.074063 | 0.032436 | -0.019117 | -0.022902 | Female | 73 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c2f923d4-d19e-4225-a0dd-13bdff43883e | no_churn | 0.40219 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 28 | Yes | No | Employed | Urban | Bachelor | 1,672,812,000 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | <50hrs | Active | ac93bd34-0f11-4566-b9bc-2f6795e2ad5a | churn | 0.807092 | 1 | churn | 0.173132 | -0.001725 | -0.012368 | 0.01089 | 0.144539 | 0.134499 | 0.196092 | 0.085914 | Female | 61 | Yes | Yes | Employed | Urban | Master | 1,672,812,000 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | fb7e0b41-4765-4ccb-90ef-75e3033900fd | churn | 0.614134 | 1 | churn | 0.178349 | -0.002785 | 0.026468 | 0.042644 | 0.106936 | 0.156119 | 0.145336 | 0.067907 | Female | 30 | No | No | Employed | Suburban | College | 1,672,812,000 |
28 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | dd55ac3c-8627-4cea-bc4c-d8aff59609d4 | no_churn | 0.020453 | 0 | no_churn | -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 | Female | 45 | Yes | No | Employed | Urban | Bachelor | 1,672,812,000 |
68 | Yes | Yes | Low Speed | Phone_Support | Two year | <50hrs | Active | 6bfc4eda-4d09-4e4d-8dcd-d3dc4f8fd7b2 | no_churn | 0.058714 | 0 | no_churn | -0.096334 | -0.00155 | 0.012311 | -0.01386 | 0.027879 | -0.236165 | 0.03989 | 0.058803 | Male | 57 | Yes | No | Employed | Rural | High School or Below | 1,672,812,000 |
71 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3fe13f64-2720-4950-9759-9edb91c492ee | no_churn | 0.017742 | 0 | no_churn | -0.180818 | -0.004272 | 0.009833 | 0.051395 | -0.021859 | 0.043661 | -0.002237 | -0.024729 | Male | 25 | No | No | Employed | Urban | Bachelor | 1,672,812,000 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e94ea790-0d46-41bf-a2a9-6f17db2a2195 | no_churn | 0.40219 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 74 | No | Yes | Disabled | Suburban | Bachelor | 1,672,812,000 |
11 | Yes | Yes | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 9da81de6-9d42-436d-b498-ebc41ba8efef | no_churn | 0.059035 | 0 | no_churn | 0.013724 | -0.009289 | 0.005441 | -0.053322 | 0.014669 | -0.087111 | -0.030149 | -0.032989 | Male | 34 | Yes | Yes | Employed | Rural | Bachelor | 1,672,812,000 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bb560a8c-58ce-4ef6-854f-8b67da3d7d03 | no_churn | 0.305014 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 65 | No | Yes | Employed | Urban | Master | 1,672,812,000 |
24 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 0f07447b-1f62-488a-928f-3c3af833f239 | churn | 0.414842 | 1 | churn | -0.077827 | -0.004931 | -0.093704 | -0.042342 | 0.072071 | 0.064481 | 0.05841 | 0.089982 | Male | 56 | No | Yes | Employed | Urban | High School or Below | 1,672,812,000 |
5 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 328f5dd3-79a0-4b24-83ec-f571f64ac6e4 | no_churn | 0.12387 | 0 | no_churn | 0.168476 | -0.002847 | 0.089745 | -0.129351 | -0.001509 | 0.113467 | -0.038712 | -0.023312 | Female | 38 | No | No | Employed | Rural | High School or Below | 1,672,812,000 |
28 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 57b5ef16-7741-4945-a2d4-23417bf77219 | no_churn | 0.155388 | 0 | no_churn | -0.108946 | 0.09442 | 0.027527 | -0.01739 | 0.002534 | 0.081461 | -0.027974 | -0.030659 | Male | 53 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
24 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3f1f36d4-a345-40d7-a5f9-8b978ea586cb | no_churn | 0.133939 | 0 | no_churn | -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 | Female | 41 | No | No | Employed | Urban | Bachelor | 1,672,812,000 |
64 | Yes | Yes | Medium Speed | In_Store_Support | Two year | <50hrs | Active | 3be25743-1e31-478a-9912-4c5e91156916 | no_churn | 0.087848 | 0 | no_churn | -0.083189 | -0.003293 | -0.004355 | -0.023084 | -0.04298 | -0.153075 | 0.020899 | 0.020051 | Female | 70 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
28 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e750fc09-ecba-485a-98b9-6153114c9161 | no_churn | 0.10322 | 0 | no_churn | 0.002361 | 0.127907 | 0.051235 | 0.042847 | 0.027909 | 0.09866 | -0.010261 | -0.029574 | Male | 58 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
67 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8e5d13de-59b2-4ced-b950-9c01bae8b8b0 | no_churn | 0.009915 | 0 | no_churn | -0.045388 | -0.003316 | -0.090955 | -0.008456 | -0.012934 | 0.048519 | -0.013364 | -0.033133 | Female | 20 | No | Yes | Employed | Urban | High School or Below | 1,672,812,000 |
20 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 38f5bd5c-ce13-459c-8188-f221dcd0211e | no_churn | 0.409664 | 0 | no_churn | -0.098279 | -0.00645 | -0.041978 | 0.010246 | -0.111936 | 0.034929 | -0.022411 | -0.033146 | Female | 39 | No | No | Employed | Urban | College | 1,672,812,000 |
49 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8a5f8404-5e3e-4dac-bd52-5cb3ee8473ec | no_churn | 0.065612 | 0 | no_churn | -0.095584 | -0.00409 | -0.109098 | -0.004191 | 0.028687 | 0.050775 | -0.038809 | -0.056716 | Male | 24 | No | No | Employed | Suburban | Doctor | 1,672,812,000 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 28704c72-7712-4e1d-ad52-4a96ccc02003 | no_churn | 0.002588 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Female | 54 | No | No | Employed | Rural | College | 1,672,812,000 |
65 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 21d37e6e-6a04-4237-8129-ab9386659590 | no_churn | 0.02049 | 0 | no_churn | -0.085689 | -0.006108 | -0.033113 | -0.040471 | -0.074063 | 0.032436 | -0.019117 | -0.022902 | Male | 28 | Yes | Yes | Unemployed | Urban | Bachelor | 1,672,812,000 |
62 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bf17ef1b-e498-4476-a2d6-eed00bfd2277 | no_churn | 0.004984 | 0 | no_churn | -0.10078 | -0.004271 | -0.013121 | -0.023652 | -0.01435 | 0.04306 | -0.046887 | -0.049025 | Female | 78 | No | No | Unemployed | Rural | College | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | da7cb4cb-2eec-4d3a-8f38-94071f3af276 | churn | 0.86825 | 1 | churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Male | 75 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | e69a6d30-06b5-40f9-a4b9-6839dd7c599e | churn | 0.641243 | 1 | churn | 0.139773 | -0.002822 | -0.041781 | 0.019283 | 0.081303 | 0.148109 | 0.046857 | 0.069561 | Male | 48 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
72 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 8e4f19eb-27a2-4bc3-9506-59560d370c03 | churn | 0.005051 | 0 | no_churn | -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 | Male | 63 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
11 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ad07ed4f-18ec-4d6d-a517-5a745c12c041 | no_churn | 0.414729 | 0 | no_churn | 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 | Male | 41 | Yes | Yes | Employed | Urban | Bachelor | 1,672,812,000 |
15 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f7763012-0ce3-45b2-866e-8e8231e99dd4 | churn | 0.212 | 1 | churn | 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 | Female | 42 | No | Yes | Unemployed | Urban | Doctor | 1,672,812,000 |
18 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 636254fa-9fda-4ae6-ae06-13ab9f04758b | no_churn | 0.253683 | 0 | no_churn | -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 | Female | 55 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
62 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 48b7db2d-2b4a-451b-bdc5-67ed430c75a6 | no_churn | 0.004984 | 0 | no_churn | -0.066571 | -0.003927 | -0.012413 | -0.019639 | 0.001074 | -0.111064 | -0.028377 | -0.028108 | Female | 60 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
54 | Yes | No | Fiber optic | Phone_Support | Two year | <80hrs | Active | 1f082459-c176-46f5-ae23-8b72449679ba | churn | 0.227753 | 1 | churn | -0.053717 | -0.000846 | -0.056015 | -0.006979 | -0.044073 | -0.094546 | 0.021734 | 0.045417 | Male | 76 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
30 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 5d83f371-ae6c-4859-af14-5c26979349a7 | churn | 0.461833 | 1 | churn | -0.087247 | -0.003948 | 0.004125 | -0.0185 | 0.032932 | 0.039681 | 0.032205 | 0.074845 | Male | 57 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ed05c34f-2352-481f-9765-beb5acd75fb9 | no_churn | 0.361769 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 78 | No | No | Unemployed | Rural | Bachelor | 1,672,812,000 |
47 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 2f13024d-b061-48cc-bad3-c18015d766a8 | no_churn | 0.262907 | 0 | no_churn | 0.064406 | -0.002308 | -0.02648 | 0.055905 | 0.114929 | 0.103113 | 0.034525 | 0.056884 | Male | 66 | No | Yes | Employed | Rural | College | 1,672,812,000 |
54 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 59087a0d-b41d-41ff-ad4c-d455633513ec | no_churn | 0.010001 | 0 | no_churn | -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 | Female | 31 | No | No | Employed | Suburban | College | 1,672,812,000 |
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 84ca8b5d-6570-4ef4-8a9d-0437412a3ea2 | no_churn | 0.037775 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Male | 70 | Yes | No | Employed | Rural | College | 1,672,812,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 174ffd1e-92bb-4dce-af48-ccf15392c216 | churn | 0.858189 | 1 | churn | 0.100841 | -0.001926 | 0.13067 | 0.020863 | 0.067553 | 0.141734 | 0.007489 | 0.051646 | Female | 32 | No | No | Employed | Urban | Master | 1,672,812,000 |
70 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 9a5767ed-6886-4ad9-a4a8-8b4c485ed355 | no_churn | 0.020105 | 0 | no_churn | -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 | Male | 71 | No | Yes | Unemployed | Rural | Bachelor | 1,672,812,000 |
23 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b332b80d-4f70-4e11-bd9c-f9886156cdcb | no_churn | 0.007641 | 0 | no_churn | -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 | Male | 34 | Yes | Yes | Unemployed | Rural | High School or Below | 1,672,812,000 |
3 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 95c9ea4e-c07d-41b9-bde2-2db6bc0f7133 | churn | 0.445259 | 1 | churn | 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 | Female | 25 | No | Yes | Employed | Suburban | Master | 1,672,812,000 |
12 | Yes | No | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 596a0d4a-e11d-4a09-a3ec-ef539ed8297f | no_churn | 0.084874 | 0 | no_churn | -0.021319 | -0.004518 | -0.01519 | 0.040368 | -0.042799 | -0.132135 | -0.030948 | -0.052486 | Male | 46 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 19ddde6e-9f41-4527-81a5-c2eee1c230e5 | no_churn | 0.004029 | 0 | no_churn | -0.104226 | -0.00588 | 0.009917 | -0.050638 | -0.130272 | 0.044567 | 0.022986 | 0.042853 | Male | 67 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 93cb3285-a53c-4608-8987-ac894e3ba439 | no_churn | 0.066065 | 0 | no_churn | -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 | Female | 59 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
2 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | d790d599-beac-4420-b233-5a5c09f4531b | churn | 0.473972 | 1 | churn | 0.07154 | -0.005094 | 0.032096 | -0.171176 | 0.001258 | 0.11074 | -0.013938 | 0.058048 | Male | 80 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9a7aef75-1f4e-4b98-83c2-30d2aa4304d1 | no_churn | 0.329431 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 53 | Yes | Yes | Employed | Suburban | Doctor | 1,672,812,000 |
68 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | fb9e3a4a-8ee2-4cf2-bc7e-f913eb1e9b28 | no_churn | 0.058714 | 0 | no_churn | -0.124727 | 0.000508 | 0.000906 | -0.017521 | 0.068215 | 0.065351 | 0.092478 | 0.113764 | Male | 67 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
29 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | c026f05f-1687-484a-8640-fb9ed6e00de8 | churn | 0.728525 | 1 | churn | -0.182244 | -0.004469 | -0.004294 | -0.141527 | 0.02178 | 0.055503 | 0.009053 | 0.067173 | Male | 52 | No | No | Employed | Rural | Bachelor | 1,672,812,000 |
56 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ca47a635-547e-4323-84b2-00b6a512f0b0 | no_churn | 0.014511 | 0 | no_churn | -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 | Male | 24 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 9c7c1759-14f4-49dd-8a75-d2764deb53b4 | churn | 0.86825 | 1 | churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Male | 26 | No | No | Employed | Rural | Master | 1,672,812,000 |
25 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ceb6a3b7-508f-466f-bdc6-6bbeb6ceb0d7 | no_churn | 0.047768 | 0 | no_churn | -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 | Female | 37 | No | No | Unemployed | Suburban | College | 1,672,812,000 |
71 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 46ba2e31-71e8-4545-8350-61d5db21e800 | no_churn | 0.002985 | 0 | no_churn | -0.045555 | -0.001046 | 0.019735 | -0.002841 | 0.029016 | 0.068626 | -0.006302 | -0.010659 | Female | 68 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,672,812,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7b95a32d-4524-4104-a8b0-eac74ae26c3d | no_churn | 0.499579 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Female | 73 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
72 | Yes | No | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | 46ab7499-7daf-46b7-be0f-7f47e1d0b34f | no_churn | 0.009903 | 0 | no_churn | -0.115001 | -0.003158 | -0.013072 | 0.023665 | -0.021807 | -0.117433 | -0.010541 | -0.011681 | Male | 73 | No | No | Employed | Suburban | Master | 1,672,812,000 |
71 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | d7fddcd1-effa-4bd8-a4bd-2a1184da79f1 | no_churn | 0.001379 | 0 | no_churn | -0.069939 | -0.003422 | -0.009148 | -0.03056 | -0.018557 | -0.101298 | -0.010926 | -0.025176 | Male | 46 | Yes | Yes | Employed | Rural | High School or Below | 1,672,812,000 |
72 | Yes | No | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | 29dc0155-8c61-4f90-a42c-4efa03e8a905 | no_churn | 0.009903 | 0 | no_churn | -0.115001 | -0.003158 | -0.013072 | 0.023665 | -0.021807 | -0.117433 | -0.010541 | -0.011681 | Male | 26 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
39 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 07538c9c-dc71-4360-b314-9a76943e407b | no_churn | 0.027361 | 0 | no_churn | -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 | Female | 23 | No | No | Employed | Suburban | College | 1,672,812,000 |
22 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f63e932f-c7ad-44f0-8d91-a125288abb9a | churn | 0.254045 | 1 | churn | -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 | Male | 27 | No | No | Employed | Rural | Bachelor | 1,672,812,000 |
63 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 68aa0163-9cef-434c-8058-be0e74e9051e | no_churn | 0.047431 | 0 | no_churn | -0.106589 | -0.006017 | -0.073203 | -0.00039 | -0.085563 | 0.028508 | -0.004735 | -0.011036 | Male | 27 | No | Yes | Unemployed | Suburban | Master | 1,672,812,000 |
22 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1cb0f732-bc81-4f6c-9bb7-a1a85b837b28 | churn | 0.254045 | 1 | churn | -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 | Female | 78 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
8 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3abc393e-180b-479f-8f03-3fbff1811230 | no_churn | 0.336538 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Male | 77 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
48 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | e0bb84de-cf9f-4dcb-a689-b576c35871be | no_churn | 0.049691 | 0 | no_churn | -0.026031 | -0.011467 | 0.017674 | -0.016644 | 0.025537 | -0.148699 | -0.035849 | -0.063548 | Male | 29 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
12 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 87b342f2-87f1-42d1-9162-6bf6112d274d | churn | 0.238607 | 1 | churn | 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 | Male | 78 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
69 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0c90d978-8557-412d-af7d-195e01a882c2 | no_churn | 0.031885 | 0 | no_churn | -0.024626 | -0.000879 | 0.014037 | -0.006717 | 0.022638 | 0.067617 | -0.007566 | -0.013531 | Female | 31 | No | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
24 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d7722487-1c5d-4745-84eb-e25665afe90e | no_churn | 0.177976 | 0 | no_churn | -0.128074 | -0.007345 | -0.034011 | -0.035058 | -0.051767 | 0.038357 | -0.029447 | -0.021681 | Male | 27 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,812,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7ac0e920-f40e-4722-8452-3335a45b6f9a | churn | 0.878255 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 51 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
62 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | 9a512c27-eb29-41df-8ab2-e2b71cd9cc9b | no_churn | 0.197843 | 0 | no_churn | -0.151228 | -0.002204 | -0.021944 | -0.049097 | -0.043864 | -0.072636 | 0.029555 | 0.042394 | Male | 29 | No | No | Employed | Suburban | College | 1,672,812,000 |
50 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 4d2d7f09-b8e1-4cab-b2a6-8d8fb5f815de | no_churn | 0.219553 | 0 | no_churn | -0.085832 | -0.002061 | 0.015515 | 0.050641 | 0.045312 | 0.090738 | 0.000262 | -0.013601 | Female | 75 | No | No | Unemployed | Urban | Master | 1,672,812,000 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 007ba6a4-a7de-4093-923c-7a89191cbefb | churn | 0.560276 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 45 | Yes | Yes | Employed | Suburban | College | 1,672,812,000 |
17 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2658c9dc-266a-4d53-ae7e-584993f32298 | no_churn | 0.081595 | 0 | no_churn | 0.240127 | -0.000189 | 0.089983 | 0.071031 | 0.161815 | 0.155616 | -0.016768 | -0.020642 | Male | 64 | Yes | No | Employed | Suburban | College | 1,672,812,000 |
71 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 9730fdd1-4410-4c6e-8591-6baea99ba1c9 | no_churn | 0.001379 | 0 | no_churn | -0.069939 | -0.003422 | -0.009148 | -0.03056 | -0.018557 | -0.101298 | -0.010926 | -0.025176 | Female | 71 | No | No | Unemployed | Suburban | Bachelor | 1,672,812,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a84e79f9-e6b8-4a0a-ae5b-c919be88af9d | churn | 0.43353 | 1 | churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Male | 60 | No | No | Employed | Suburban | High School or Below | 1,672,812,000 |
39 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 6bb7a66a-bb3d-4649-9a0f-5368460cf18b | no_churn | 0.027361 | 0 | no_churn | -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 | Male | 23 | No | No | Employed | Rural | High School or Below | 1,672,812,000 |
17 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c5292d4e-f646-48fa-b694-dead6a0c45e4 | no_churn | 0.081595 | 0 | no_churn | 0.240127 | -0.000189 | 0.089983 | 0.071031 | 0.161815 | 0.155616 | -0.016768 | -0.020642 | Male | 51 | Yes | No | Employed | Suburban | High School or Below | 1,672,812,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6ad4b750-3529-4032-8b8e-8118b7fe61a4 | churn | 0.484437 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 54 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
28 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 15400182-3af6-4054-8b58-f87b1b74968c | no_churn | 0.133348 | 0 | no_churn | -0.179208 | 0.04402 | 0.015938 | -0.095814 | -0.028495 | 0.052479 | -0.014464 | -0.033483 | Female | 73 | Yes | No | Employed | Suburban | Bachelor | 1,672,812,000 |
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 55d8c540-8329-4279-bede-db5c3da956d5 | no_churn | 0.323607 | 0 | no_churn | 0.203347 | -0.001352 | -0.02627 | 0.045546 | 0.128501 | 0.164958 | 0.118621 | 0.078956 | Female | 79 | No | Yes | Unemployed | Urban | Bachelor | 1,672,812,000 |
71 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 1caeb0f4-ce91-4cae-a674-6a40e3142c19 | no_churn | 0.164168 | 0 | no_churn | -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 | Female | 65 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
11 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3fe0bd76-8698-4bb8-afa8-cc8c269d3055 | no_churn | 0.193927 | 0 | no_churn | 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 | Male | 55 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,812,000 |
34 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 9f4255ab-4939-46cd-9d6f-ebb56ea00e62 | no_churn | 0.043526 | 0 | no_churn | -0.041919 | -0.003804 | -0.039214 | -0.046394 | -0.036848 | -0.061636 | -0.016497 | -0.022713 | Male | 26 | No | Yes | Employed | Suburban | High School or Below | 1,672,812,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 7bf351ff-2637-42cb-98fd-7f12e48720f1 | churn | 0.81246 | 1 | churn | 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 | Male | 33 | No | No | Employed | Urban | High School or Below | 1,672,812,000 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 935f0b49-5d5e-418e-9aae-49a30c93be28 | no_churn | 0.065126 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 72 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
12 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 29bb158f-aac7-4995-a29e-68b9d7eb3729 | churn | 0.330741 | 1 | churn | -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 | Female | 47 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
55 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | df47d8f6-5aae-4479-a8a0-efd71400979c | no_churn | 0.271392 | 0 | no_churn | -0.128512 | -0.004298 | -0.042109 | -0.044041 | 0.069345 | 0.036238 | -0.012645 | 0.016995 | Male | 68 | No | Yes | Unemployed | Suburban | College | 1,672,812,000 |
46 | Yes | Yes | Fiber optic | Phone_Support | One year | <50hrs | Active | 329a49e3-33e0-4e40-a34d-3e51e1d99c52 | no_churn | 0.297358 | 0 | no_churn | -0.114841 | -0.004353 | 0.010434 | 0.01759 | -0.02837 | -0.199067 | 0.039 | 0.05058 | Female | 37 | Yes | Yes | Employed | Rural | High School or Below | 1,672,812,000 |
72 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 5c32e05e-1bb7-4bbe-a1de-9089dfc5d1b1 | churn | 0.005051 | 0 | no_churn | -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 | Male | 54 | No | Yes | Medical Leave | Suburban | High School or Below | 1,672,812,000 |
22 | Yes | No | High Speed | In_Store_Support | One year | <80hrs | Active | 5ff68ad1-6f77-46e9-b026-b2281121473c | churn | 0.131913 | 1 | churn | -0.035755 | -0.010085 | -0.048632 | -0.030943 | -0.038823 | -0.05978 | -0.002901 | 0.027894 | Female | 74 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,812,000 |
41 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | fdfff1e9-6917-45b4-9d3f-bb58768a924e | churn | 0.345711 | 0 | no_churn | -0.006412 | 0.052402 | 0.026293 | -0.013632 | 0.004821 | 0.094622 | 0.051189 | 0.051692 | Male | 73 | No | Yes | Employed | Suburban | College | 1,672,812,000 |
13 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 94ac9df0-52b1-4e4f-ab35-8e0bea20ae0c | no_churn | 0.295719 | 0 | no_churn | -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 | Female | 39 | No | No | Employed | Suburban | Bachelor | 1,672,812,000 |
35 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 28a69565-7383-442e-ae76-6cd0c51e1a32 | no_churn | 0.295193 | 0 | no_churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 53 | Yes | Yes | Retired | Suburban | College | 1,672,812,000 |
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