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 | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cd4b62c9-4d8a-4e01-bdf6-80e93a2d5f09 | churn | 0.763978 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 40 | Yes | Yes | Retired | Suburban | Bachelor | 1,673,071,200 |
23 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | f00e277f-2cf3-480b-ab0b-0fd6d52bb00a | no_churn | 0.438003 | 0 | no_churn | -0.214579 | -0.00544 | 0.052916 | -0.025932 | 0.016696 | 0.034307 | -0.118173 | 0.011178 | Female | 68 | No | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 00a02cfb-bb26-4f8b-ad4f-9113bbc10235 | no_churn | 0.592976 | 0 | no_churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Male | 26 | No | No | Disabled | Suburban | High School or Below | 1,673,071,200 |
4 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ac10eced-1bd0-4769-bd2b-a343b896083c | no_churn | 0.207677 | 0 | no_churn | 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 | Male | 38 | No | No | Unemployed | Urban | Master | 1,673,071,200 |
67 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | a1fd2567-a26b-460a-a8dc-8d44f2bfc966 | no_churn | 0.080283 | 0 | no_churn | -0.050078 | -0.003224 | -0.00373 | -0.030989 | -0.061502 | -0.116435 | 0.011222 | 0.025709 | Male | 33 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
71 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | f9797932-8b48-4c93-a374-0b244bfffd95 | no_churn | 0.002315 | 0 | no_churn | -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 | Female | 40 | No | Yes | Retired | Suburban | High School or Below | 1,673,071,200 |
68 | Yes | No | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | a0b1acd1-8c1a-4e5b-8bbf-4314a80a85f0 | no_churn | 0.077343 | 0 | no_churn | -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 | Female | 30 | No | No | Employed | Suburban | Doctor | 1,673,071,200 |
43 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 09727dfe-89a8-48fd-a7ee-a51f540db65b | no_churn | 0.018113 | 0 | no_churn | 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 | Male | 29 | No | No | Employed | Suburban | College | 1,673,071,200 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 97582fb5-fb86-4b1e-8f09-7b67504fdf09 | churn | 0.778552 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Female | 64 | Yes | No | Disabled | Rural | College | 1,673,071,200 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | ed2f5be5-18bd-41b1-94d2-ecf946537f57 | no_churn | 0.260858 | 0 | no_churn | -0.197263 | -0.002986 | -0.020517 | 0.004523 | -0.02756 | 0.028572 | -0.025538 | -0.028257 | Female | 74 | No | No | Employed | Urban | College | 1,673,071,200 |
48 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f2b14bba-0c1a-4469-a989-d6a0d0a4a074 | no_churn | 0.059916 | 0 | no_churn | -0.090467 | -0.004617 | 0.023901 | -0.182551 | 0.018896 | 0.04044 | -0.021121 | -0.02669 | Female | 64 | Yes | No | Employed | Rural | Bachelor | 1,673,071,200 |
41 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5d592ffe-8971-49e3-81da-4b03fd0d8571 | churn | 0.301176 | 1 | churn | 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 | Female | 59 | No | Yes | Employed | Suburban | High School or Below | 1,673,071,200 |
62 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 283b7dae-e96c-47e6-bd11-d36b507e5df6 | no_churn | 0.014449 | 0 | no_churn | -0.068666 | -0.003623 | -0.012954 | -0.017303 | 0.003804 | -0.117554 | -0.024736 | -0.027994 | Male | 34 | Yes | No | Employed | Rural | Bachelor | 1,673,071,200 |
48 | Yes | Yes | Medium Speed | Phone_Support | One year | 0hrs | Disabled | ca093224-fca4-4b38-9801-59c47bba0573 | no_churn | 0.059916 | 0 | no_churn | -0.053286 | -0.003784 | -0.005402 | -0.059317 | 0.009682 | -0.075517 | -0.041092 | -0.040309 | Male | 51 | No | No | Employed | Suburban | Bachelor | 1,673,071,200 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0a268ce4-1250-45cb-b657-814169fd176a | churn | 0.655117 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Female | 25 | Yes | No | Unemployed | Suburban | High School or Below | 1,673,071,200 |
32 | Yes | No | High Speed | Web_Chat_Support | One year | <50hrs | Active | 6a9b0277-d228-47c7-a410-5c03ff9c4fbf | no_churn | 0.105358 | 0 | no_churn | -0.05727 | -0.001881 | -0.032009 | -0.018887 | 0.020764 | -0.068347 | 0.034948 | 0.053655 | Male | 30 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,071,200 |
12 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 899636c6-2317-456c-bfca-ba9f85bc671f | churn | 0.336794 | 1 | churn | 0.006125 | -0.004225 | -0.026556 | 0.054522 | -0.126841 | 0.05324 | -0.027931 | -0.052026 | Male | 76 | Yes | No | Medical Leave | Urban | Bachelor | 1,673,071,200 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 290ecea7-421c-4684-bcda-622b694f7c7a | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 50 | No | No | Retired | Suburban | Bachelor | 1,673,071,200 |
41 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0b37eedc-9ee9-464d-bec3-44c947b570f0 | churn | 0.301176 | 1 | churn | 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 | Female | 49 | No | Yes | Employed | Suburban | College | 1,673,071,200 |
58 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | ba948380-e454-4c05-b4e5-2f17a2923b6b | no_churn | 0.280318 | 0 | no_churn | -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 | Female | 76 | No | No | Employed | Suburban | Bachelor | 1,673,071,200 |
62 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a0e0a049-beb8-47c8-a078-eb4c353597cd | no_churn | 0.014449 | 0 | no_churn | -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 | Female | 69 | No | No | Employed | Suburban | College | 1,673,071,200 |
24 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 59912063-eabb-49bd-9c91-43a473157d2e | churn | 0.518179 | 1 | churn | -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 | Male | 26 | Yes | No | Employed | Urban | College | 1,673,071,200 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 779c8221-4ed7-4573-8412-ce956dd8406c | churn | 0.695896 | 1 | churn | 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 | Female | 78 | No | No | Unemployed | Suburban | Master | 1,673,071,200 |
30 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | b8708554-2e9b-45b3-aaa7-c18049dcde88 | no_churn | 0.182429 | 0 | no_churn | -0.082936 | -0.003003 | -0.105183 | -0.01228 | -0.022992 | -0.08547 | 0.024178 | 0.038659 | Female | 64 | No | No | Unemployed | Rural | Doctor | 1,673,071,200 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dcda35e7-bc80-4825-9737-fb80d35e2572 | churn | 0.642184 | 1 | churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Female | 72 | No | No | Employed | Urban | Bachelor | 1,673,071,200 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | e1e8f05a-02de-4763-96a7-688a2adee986 | no_churn | 0.034835 | 0 | no_churn | -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 | Male | 69 | No | No | Retired | Rural | High School or Below | 1,673,071,200 |
43 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 52c25534-f27a-460c-9fee-be3baf9a6641 | no_churn | 0.018113 | 0 | no_churn | 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 | Male | 67 | No | Yes | Retired | Suburban | Master | 1,673,071,200 |
69 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 597aaee0-ddfb-4ed7-aa2e-9b4a729b9cbb | no_churn | 0.006214 | 0 | no_churn | -0.037957 | -0.003658 | -0.003302 | -0.03475 | -0.004741 | 0.056422 | -0.017961 | -0.013079 | Male | 25 | No | Yes | Employed | Suburban | Bachelor | 1,673,071,200 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 249f5ffc-45ae-4543-842e-962684810695 | churn | 0.85683 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 31 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,673,071,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 126cb8ca-5547-4989-bae2-c77df7795205 | no_churn | 0.498625 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 20 | No | No | Employed | Suburban | Doctor | 1,673,071,200 |
57 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e11d959c-5d06-4058-9777-d416e1556466 | no_churn | 0.027736 | 0 | no_churn | -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 | Female | 64 | No | No | Employed | Suburban | High School or Below | 1,673,071,200 |
31 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 55d3b119-0db1-4f57-be41-907d87b1083b | no_churn | 0.180859 | 0 | no_churn | -0.029674 | -0.00694 | -0.060919 | -0.041459 | 0.01495 | 0.059854 | -0.056678 | -0.068159 | Female | 78 | No | No | Unemployed | Suburban | Bachelor | 1,673,071,200 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b2d89aad-7594-444b-b65c-8d9032a7c968 | no_churn | 0.403769 | 0 | no_churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Male | 79 | No | No | Employed | Urban | Master | 1,673,071,200 |
70 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 38411532-981a-435b-b171-6611580d19ac | no_churn | 0.061061 | 0 | no_churn | -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 | Male | 74 | No | No | Employed | Urban | College | 1,673,071,200 |
35 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 67469a02-a376-4ae6-84bc-6c5aa3d534b7 | no_churn | 0.029255 | 0 | no_churn | 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 | Male | 55 | No | No | Disabled | Suburban | Doctor | 1,673,071,200 |
32 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 7d6138e7-7e9b-46b2-af4f-e9afbb2225fa | no_churn | 0.105358 | 0 | no_churn | -0.147396 | -0.003228 | -0.06723 | -0.021873 | -0.018871 | 0.053282 | 0.01321 | 0.066124 | Male | 72 | No | Yes | Medical Leave | Suburban | Master | 1,673,071,200 |
69 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3edf03da-29ca-42ee-8f88-9091b351ca3b | no_churn | 0.008922 | 0 | no_churn | -0.096823 | -0.003945 | 0.004586 | -0.093799 | 0.016257 | 0.04991 | -0.029595 | -0.068672 | Male | 70 | No | Yes | Employed | Suburban | High School or Below | 1,673,071,200 |
11 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fa9a4737-330f-4202-94a5-d1095a0d8070 | churn | 0.241425 | 1 | churn | 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 | Male | 55 | No | No | Unemployed | Urban | Bachelor | 1,673,071,200 |
30 | Yes | No | Low Speed | Phone_Support | Two year | <50hrs | Active | 9392c488-eb63-46e1-8e3a-8a9fc426ea88 | no_churn | 0.018584 | 0 | no_churn | 0.027393 | -0.001707 | -0.017212 | 0.028046 | 0.081177 | -0.153598 | 0.039459 | 0.067416 | Male | 42 | Yes | No | Employed | Suburban | High School or Below | 1,673,157,600 |
72 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 6778157e-1981-43ee-a2a3-f5a590a06019 | no_churn | 0.008049 | 0 | no_churn | -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 | Female | 25 | No | Yes | Unemployed | Rural | College | 1,673,157,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | <50hrs | Active | 1f92428e-d584-42e4-bdd9-bcb97ef3a368 | no_churn | 0.004429 | 0 | no_churn | -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 | Male | 64 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
51 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 6a7ccb5d-c720-41ec-9647-540c8ae64452 | no_churn | 0.07316 | 0 | no_churn | -0.180825 | -0.008465 | -0.016127 | -0.033485 | -0.11492 | 0.044757 | 0.021905 | 0.038134 | Male | 68 | No | No | Medical Leave | Rural | College | 1,673,157,600 |
27 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 93edb5ba-1192-42de-a8a0-65a09327c03f | no_churn | 0.117668 | 0 | no_churn | -0.053556 | -0.00148 | 0.050023 | -0.029229 | -0.099693 | 0.103439 | 0.116849 | 0.05162 | Male | 70 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
36 | Yes | No | High Speed | In_Store_Support | One year | 100hrs+ | Active | 3ec6ec5b-8f95-4bb1-bf29-66cfaeddf4b7 | no_churn | 0.111505 | 0 | no_churn | -0.080317 | -0.00174 | -0.015454 | -0.045337 | -0.032266 | -0.012115 | 0.043914 | 0.044288 | Female | 79 | Yes | No | Unemployed | Suburban | College | 1,673,157,600 |
6 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | e1e1a65d-956d-44d6-a8bd-83e04e9cd883 | no_churn | 0.262312 | 0 | no_churn | -0.037579 | 0.037322 | 0.006117 | -0.067409 | -0.035323 | 0.098911 | 0.073782 | 0.025153 | Female | 69 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
68 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 147fe6ab-1066-4cdd-99f0-4c19c1074d66 | no_churn | 0.015996 | 0 | no_churn | -0.069337 | -0.002784 | -0.017449 | 0.031694 | 0.087042 | 0.091566 | 0.019509 | 0.085399 | Female | 53 | No | No | Employed | Urban | High School or Below | 1,673,157,600 |
61 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | d4ba5944-0ef6-458f-b299-15f72269ddc0 | no_churn | 0.009274 | 0 | no_churn | -0.062889 | 0.094902 | 0.053201 | 0.025535 | -0.022874 | 0.125618 | 0.16481 | 0.062671 | Male | 80 | No | No | Employed | Rural | College | 1,673,157,600 |
68 | No | No phone service | Medium Speed | Phone_Support | Two year | <80hrs | Active | 628deee9-b7af-4b0d-ac4d-ca28e8f56ba9 | no_churn | 0.009439 | 0 | no_churn | -0.092501 | -0.010796 | 0.005808 | 0.010336 | 0.041078 | -0.130421 | 0.035162 | 0.042308 | Female | 77 | No | Yes | Employed | Suburban | College | 1,673,157,600 |
48 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | f4221e9d-aa16-45fa-81dd-f0086fc2e989 | no_churn | 0.144715 | 0 | no_churn | -0.11605 | -0.003224 | 0.022307 | -0.040537 | -0.113071 | 0.081187 | 0.101941 | 0.060087 | Female | 60 | Yes | No | Medical Leave | Urban | High School or Below | 1,673,157,600 |
50 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | b88ad684-788a-4b09-8719-e80bb2b97937 | no_churn | 0.071397 | 0 | no_churn | -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 | Female | 79 | Yes | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
39 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 70450a26-e708-4d79-a4da-3a643cbc2fb7 | no_churn | 0.212989 | 0 | no_churn | 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 | Female | 54 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
61 | Yes | Yes | Medium Speed | In_Store_Support | Two year | <80hrs | Active | a119de3b-1135-4501-a832-6361c030e35a | no_churn | 0.01015 | 0 | no_churn | -0.064354 | -0.003903 | -0.003557 | -0.061273 | -0.044035 | -0.13027 | 0.029235 | 0.01913 | Male | 27 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,157,600 |
68 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 524f25b5-7a68-465f-b474-88173e322fa7 | no_churn | 0.021253 | 0 | no_churn | -0.124727 | 0.000508 | 0.000906 | -0.017521 | 0.068215 | 0.065351 | 0.092478 | 0.113764 | Female | 31 | No | Yes | Retired | Urban | Master | 1,673,157,600 |
10 | Yes | Yes | High Speed | In_Store_Support | One year | <50hrs | Active | d809c09e-0ed8-49eb-8687-dc73e5439659 | no_churn | 0.103764 | 0 | no_churn | 0.061645 | 0.000266 | 0.076464 | 0.003772 | -0.036335 | -0.068581 | 0.124153 | 0.089591 | Female | 56 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
68 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | b6bb0b39-8b95-4dff-a8a0-a3a06e353d24 | no_churn | 0.014703 | 0 | no_churn | -0.162315 | -0.010736 | -0.020655 | -0.018775 | -0.097291 | 0.043258 | 0.012439 | 0.04005 | Male | 28 | No | No | Employed | Rural | High School or Below | 1,673,157,600 |
72 | Yes | No | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 8df26df8-38e9-4e08-a947-9b1edfbb3a9e | churn | 0.012206 | 0 | no_churn | -0.138375 | -0.001606 | -0.040539 | 0.007046 | 0.086668 | 0.09836 | 0.0586 | 0.09182 | Male | 71 | No | Yes | Employed | Suburban | Master | 1,673,157,600 |
62 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | d0ed9396-97c4-4d83-9c27-81379a93a55a | churn | 0.023759 | 0 | no_churn | -0.129379 | -0.002402 | -0.010593 | 0.029679 | 0.109603 | 0.077456 | 0.071506 | 0.063359 | Male | 25 | No | Yes | Unemployed | Rural | College | 1,673,157,600 |
25 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 94802645-4dbb-435f-97d2-96f2dad00d3d | no_churn | 0.142786 | 0 | no_churn | 0.000212 | -0.0067 | 0.038294 | -0.014749 | -0.089558 | 0.002328 | -0.029247 | -0.020106 | Male | 80 | No | No | Employed | Rural | College | 1,673,157,600 |
68 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 85b9a759-1a2c-4f05-84c3-52ac9012467b | no_churn | 0.027504 | 0 | no_churn | -0.091 | -0.003805 | -0.040862 | -0.008899 | 0.011403 | 0.054608 | -0.034726 | -0.055746 | Female | 80 | Yes | Yes | Unemployed | Rural | College | 1,673,157,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | bc22775e-1474-4d3b-9d78-49a23f4ed1bc | no_churn | 0.431589 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 24 | No | No | Employed | Suburban | College | 1,673,157,600 |
47 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f2b517eb-f719-450a-9886-5b1ee96e0736 | no_churn | 0.051103 | 0 | no_churn | -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 | Female | 41 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
63 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | fb6f4c59-9fd7-4f05-b8f2-ae9ad7baede6 | no_churn | 0.016962 | 0 | no_churn | -0.099529 | 0.00359 | -0.000602 | -0.021804 | 0.002852 | -0.07666 | -0.035347 | -0.041526 | Male | 38 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2b0cdbc1-4d99-49f8-aa95-fcf6dadcbb15 | no_churn | 0.190021 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Male | 67 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
39 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 479fa16b-794d-4094-a9d2-9c76d7f1cd5b | no_churn | 0.03658 | 0 | no_churn | -0.025776 | -0.006111 | 0.005512 | -0.021944 | 0.013887 | -0.173339 | -0.020661 | -0.030596 | Male | 73 | No | No | Unemployed | Rural | Bachelor | 1,673,157,600 |
63 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e382ccfd-4ad9-49b0-bd18-2fb6cf87461b | no_churn | 0.021343 | 0 | no_churn | -0.110208 | -0.004584 | 0.008242 | -0.100167 | 0.016107 | 0.043761 | -0.023599 | -0.053459 | Female | 44 | No | Yes | Employed | Urban | Bachelor | 1,673,157,600 |
52 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | edb63d1a-143b-4772-bb16-f5840c99e5c3 | no_churn | 0.198313 | 0 | no_churn | -0.151924 | 0.01619 | 0.002454 | -0.03662 | -0.068587 | 0.040006 | -0.035913 | -0.024633 | Male | 58 | No | No | Employed | Suburban | College | 1,673,157,600 |
9 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d15e7b55-7054-4df4-a536-29727c2f4611 | no_churn | 0.140175 | 0 | no_churn | -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 | Male | 63 | No | No | Disabled | Urban | High School or Below | 1,673,157,600 |
40 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ea7e7540-2bde-4c2a-b1b2-8e93e19742ae | no_churn | 0.070924 | 0 | no_churn | -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 | Female | 38 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
40 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 29b5e1a9-1187-4cc8-be3a-cadd99f15472 | no_churn | 0.028345 | 0 | no_churn | 0.072737 | 0.163578 | 0.072698 | 0.02252 | -0.105096 | 0.088232 | -0.019348 | -0.023347 | Male | 57 | Yes | Yes | Employed | Rural | Master | 1,673,157,600 |
67 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 54fd4fcd-0386-4363-9fcb-144c31d02f87 | no_churn | 0.04278 | 0 | no_churn | -0.139164 | -0.061532 | -0.016807 | 0.012024 | -0.018184 | 0.062571 | -0.007411 | -0.010523 | Male | 70 | No | Yes | Employed | Rural | College | 1,673,157,600 |
26 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 88b6c00f-ad41-4d62-9479-227075d1d6f8 | no_churn | 0.108283 | 0 | no_churn | -0.008511 | 0.082948 | 0.01138 | 0.01251 | 0.038494 | 0.099831 | -0.001879 | 0.0062 | Female | 56 | No | Yes | Retired | Suburban | College | 1,673,157,600 |
15 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 536716fa-a4da-4156-949a-296e56b3e70d | churn | 0.26396 | 1 | churn | -0.018085 | -0.009585 | 0.0165 | -0.15732 | -0.05275 | 0.033012 | -0.038621 | -0.034178 | Male | 28 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,157,600 |
18 | No | No phone service | Low Speed | Phone_Support | One year | 0hrs | Disabled | 791fda18-9eb1-477a-8c71-daaeb25615a7 | no_churn | 0.051957 | 0 | no_churn | -0.028171 | 0.071224 | 0.022268 | 0.032393 | 0.014708 | -0.080323 | -0.027346 | -0.035779 | Male | 35 | No | Yes | Employed | Suburban | Bachelor | 1,673,157,600 |
4 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2274bf71-bcbc-4e63-914b-57d2a94e4bfc | no_churn | 0.351587 | 0 | no_churn | 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 | Female | 45 | No | Yes | Unemployed | Suburban | College | 1,673,157,600 |
45 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 91c34676-1711-47bc-ae69-b6324e30328f | no_churn | 0.057089 | 0 | no_churn | -0.129184 | -0.017828 | -0.023226 | -0.027385 | -0.032526 | 0.025765 | -0.02065 | -0.013992 | Male | 54 | No | Yes | Employed | Suburban | Bachelor | 1,673,157,600 |
29 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | de2f5bdf-b99b-4312-a1c1-aa44ae02843b | no_churn | 0.123713 | 0 | no_churn | 0.048845 | 0.127788 | 0.05979 | 0.052453 | 0.009645 | 0.106976 | -0.000508 | -0.011571 | Male | 75 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,673,157,600 |
58 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9f78c607-76a9-4597-9d50-5ae2319d87b4 | no_churn | 0.020978 | 0 | no_churn | -0.115179 | -0.006763 | -0.033846 | -0.027742 | -0.021381 | 0.028963 | -0.021742 | -0.031337 | Male | 39 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
35 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b8ef7bc1-9bfb-48a0-804e-0dda44ed0cc6 | no_churn | 0.126642 | 0 | no_churn | -0.0554 | 0.116976 | 0.039945 | 0.046103 | 0.044592 | 0.098452 | 0.004932 | 0.005374 | Male | 45 | No | No | Employed | Suburban | College | 1,673,157,600 |
42 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 60f37c00-e4ad-4eed-8041-924663de52a1 | no_churn | 0.349428 | 0 | no_churn | -0.04866 | -0.002443 | -0.082773 | -0.014727 | 0.051685 | 0.081662 | 0.075584 | 0.050645 | Female | 22 | No | Yes | Employed | Suburban | Master | 1,673,157,600 |
52 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | d9697382-e9d4-4fc0-9e0d-cef190dc425d | no_churn | 0.275667 | 0 | no_churn | -0.140468 | -0.014779 | -0.014592 | -0.049518 | -0.143652 | 0.038397 | 0.054567 | 0.033746 | Male | 28 | No | No | Employed | Urban | Bachelor | 1,673,157,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | <50hrs | Active | 1a55dd89-94fc-404c-ae88-a84c9ea8c646 | no_churn | 0.016097 | 0 | no_churn | -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 | Male | 40 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
72 | Yes | Yes | Medium Speed | Phone_Support | Two year | 100hrs+ | Active | 9bfe08ce-42e2-41cf-b626-334e3ac9183e | no_churn | 0.01869 | 0 | no_churn | -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 | Female | 39 | Yes | No | Disabled | Suburban | Doctor | 1,673,157,600 |
21 | Yes | No | Low Speed | In_Store_Support | One year | 100hrs+ | Active | 0bcb8a8f-93a2-4c40-ae96-86fc0c57e91d | no_churn | 0.267868 | 0 | no_churn | -0.066995 | -0.010261 | -0.021529 | -0.032636 | -0.076974 | -0.066864 | 0.02157 | 0.034664 | Female | 20 | Yes | No | Employed | Rural | College | 1,673,157,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 1f078f75-a879-413c-9553-5eb0fbc4ed6c | no_churn | 0.008456 | 0 | no_churn | -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 | Male | 48 | No | Yes | Unemployed | Suburban | Master | 1,673,157,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 7a36e308-674f-46ce-99e9-82caa5cb4cbd | no_churn | 0.006673 | 0 | no_churn | -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 | Male | 49 | No | No | Employed | Suburban | College | 1,673,157,600 |
52 | Yes | No | High Speed | Phone_Support | One year | 100hrs+ | Active | 1b2cffeb-5540-4dbc-92c6-feac39242398 | no_churn | 0.248687 | 0 | no_churn | -0.004048 | 0.000198 | -0.001949 | 0.038201 | 0.038323 | -0.154084 | 0.082811 | 0.09052 | Female | 70 | No | No | Disabled | Suburban | High School or Below | 1,673,157,600 |
72 | Yes | Yes | Medium Speed | Phone_Support | Two year | 100hrs+ | Active | 684be309-1cec-4182-9f6d-4987e704a0e6 | no_churn | 0.007083 | 0 | no_churn | -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 | Female | 49 | No | No | Unemployed | Urban | College | 1,673,157,600 |
25 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 43ebc301-0ba3-4a3a-9471-3f7b73807453 | no_churn | 0.043565 | 0 | no_churn | -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 | Male | 64 | Yes | No | Employed | Suburban | College | 1,673,157,600 |
17 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 2494321f-affd-416f-8441-6fb924c1ea37 | no_churn | 0.362328 | 0 | no_churn | 0.074923 | -0.002834 | 0.031733 | -0.008364 | 0.119234 | 0.122235 | 0.099015 | 0.078365 | Male | 71 | No | No | Employed | Urban | High School or Below | 1,673,157,600 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 71a51151-0a89-4689-871d-cc6822387c98 | no_churn | 0.010938 | 0 | no_churn | -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 | Female | 67 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 8728205a-fa88-4412-a2b5-c82ab0514235 | no_churn | 0.027132 | 0 | no_churn | -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 | Male | 23 | Yes | No | Employed | Suburban | Bachelor | 1,673,157,600 |
28 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | b9242cfe-5069-43f2-aacc-c6e05c39c463 | no_churn | 0.548482 | 1 | churn | 0.004382 | -0.004158 | 0.058403 | 0.114145 | -0.129474 | 0.078644 | 0.03381 | 0.061722 | Female | 37 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
66 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | ccff4797-c26e-47d7-b2cd-454fb3b3978c | churn | 0.373826 | 1 | churn | -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 | Male | 55 | No | Yes | Employed | Suburban | College | 1,673,157,600 |
71 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 3374fad1-a1fc-4e22-9fa5-3142a5e0a11f | no_churn | 0.019659 | 0 | no_churn | -0.112031 | -0.003134 | 0.026636 | 0.029978 | -0.145272 | 0.057905 | 0.052685 | 0.045707 | Female | 66 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
64 | Yes | Yes | Fiber optic | Phone_Support | One year | 100hrs+ | Active | 3ed50088-6413-42b0-864f-636dfbb44dd7 | no_churn | 0.206658 | 0 | no_churn | -0.201426 | -0.002251 | 0.030326 | -0.094426 | 0.010943 | -0.057007 | 0.006252 | 0.038563 | Female | 76 | No | Yes | Employed | Rural | Master | 1,673,157,600 |
64 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <50hrs | Active | 2830f9bb-774f-4e58-b209-7cf91f650f7c | no_churn | 0.316152 | 0 | no_churn | -0.246542 | -0.004415 | -0.022205 | 0.000902 | -0.040273 | 0.02537 | 0.031593 | 0.01321 | Female | 60 | Yes | No | Unemployed | Suburban | College | 1,673,157,600 |
68 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | bd33c49c-18ef-41d3-99df-85d38f49a954 | churn | 0.179154 | 1 | churn | -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 | Female | 50 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,157,600 |
52 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 8f5bc7e3-987c-40e9-8b0d-13c270bf1d2f | no_churn | 0.179631 | 0 | no_churn | 0.008542 | -0.002426 | 0.114629 | 0.030584 | 0.124694 | 0.132386 | 0.129509 | 0.09539 | Female | 35 | No | Yes | Employed | Suburban | College | 1,673,157,600 |
49 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | d9b9d05f-3152-4460-9a50-25fcd0980973 | churn | 0.163628 | 1 | churn | -0.028462 | -0.004213 | 0.105578 | 0.111782 | -0.100373 | 0.06098 | 0.128513 | 0.058336 | Female | 26 | No | No | Employed | Suburban | College | 1,673,157,600 |
18 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | 878afd61-0afb-427b-aaba-c77a432d6ce3 | churn | 0.716957 | 1 | churn | -0.021082 | -0.005235 | 0.071368 | -0.02966 | 0.061634 | 0.097383 | 0.067936 | 0.075128 | Male | 74 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
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