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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | e86d1d6e-f7cd-42d9-a513-3498c23fc12f | no_churn | 0.017937 | 0 | no_churn | -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 | Female | 56 | Yes | No | Employed | Suburban | Bachelor | 1,671,602,400 |
5 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | e0985b38-4e28-44ae-a4d6-18fbe59c321f | churn | 0.63055 | 1 | churn | 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 | Female | 64 | Yes | Yes | Employed | Suburban | College | 1,671,602,400 |
5 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 73c740d4-a167-49f4-a788-f401e6e2779d | churn | 0.572196 | 1 | churn | 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 | Male | 78 | No | No | Employed | Suburban | Doctor | 1,671,602,400 |
60 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Active | 6e992666-1a4f-4693-8000-a341246ec12a | no_churn | 0.0902 | 0 | no_churn | -0.123647 | -0.0069 | -0.009028 | -0.040521 | -0.06799 | -0.060431 | 0.012029 | 0.027461 | Male | 33 | No | No | Retired | Suburban | High School or Below | 1,671,602,400 |
15 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 01804190-8705-4ffe-a62f-0329f4302280 | no_churn | 0.244016 | 0 | no_churn | 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 | Male | 77 | No | No | Employed | Suburban | High School or Below | 1,671,602,400 |
52 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 95d927ca-b768-40b9-901b-0ea3f1a1f120 | no_churn | 0.018784 | 0 | no_churn | -0.07149 | -0.005349 | -0.010157 | -0.041224 | 0.007198 | -0.089305 | -0.030182 | -0.028517 | Female | 63 | Yes | No | Medical Leave | Suburban | High School or Below | 1,671,602,400 |
22 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | b8a14800-2b81-4a88-9496-49c28b492ad2 | no_churn | 0.294688 | 0 | no_churn | 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 | Female | 48 | Yes | No | Employed | Suburban | High School or Below | 1,671,602,400 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3dbf09df-2812-4a41-8812-d9a526391999 | no_churn | 0.176715 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 47 | No | Yes | Employed | Suburban | College | 1,671,602,400 |
0 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | c959dbe6-8539-4f49-bbfd-0608daca2d4d | no_churn | 0.020636 | 0 | no_churn | 0.067834 | -0.004915 | -0.015581 | -0.070871 | 0.006138 | -0.176509 | -0.029117 | -0.043504 | Female | 48 | No | No | Retired | Urban | Master | 1,671,602,400 |
3 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | dfd72ad4-978c-487f-aa34-0f698047e537 | no_churn | 0.195574 | 0 | no_churn | 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 | Male | 32 | No | No | Employed | Rural | High School or Below | 1,671,602,400 |
9 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | aa1f7f88-0d6a-40e4-914b-5b1ac418abd2 | no_churn | 0.129123 | 0 | no_churn | 0.142272 | -0.008507 | 0.01509 | 0.082266 | 0.007903 | 0.092885 | -0.018822 | 0.007694 | Male | 68 | No | No | Employed | Rural | Master | 1,671,602,400 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5d2e9583-31b6-4234-90a0-317ccd1ad58e | no_churn | 0.314494 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 80 | Yes | No | Employed | Suburban | High School or Below | 1,671,602,400 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5c9d500c-5a9d-4fc5-9c8b-18d328623372 | churn | 0.505573 | 1 | churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 22 | Yes | No | Employed | Suburban | College | 1,671,602,400 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | cb688ae3-4418-411c-8600-30020076f73e | no_churn | 0.118197 | 0 | no_churn | 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 | Male | 58 | No | No | Unemployed | Rural | Bachelor | 1,671,602,400 |
42 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 01d77ccd-d432-45c7-be52-318ddbe3e167 | no_churn | 0.449872 | 0 | no_churn | -0.031196 | -0.008639 | -0.039522 | 0.056752 | -0.090138 | 0.0456 | -0.052595 | 0.030712 | Male | 75 | No | No | Unemployed | Suburban | College | 1,671,602,400 |
10 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | f9ae8780-b2bd-4c0d-b4e6-80865870a04a | no_churn | 0.032713 | 0 | no_churn | -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 | Female | 76 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,602,400 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | 2b34748b-366c-4d09-8ba6-0f2af4c832d4 | no_churn | 0.045979 | 0 | no_churn | -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 | Male | 54 | No | No | Employed | Suburban | Bachelor | 1,671,602,400 |
48 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 4608bcfd-c7a0-4062-9907-805d34818027 | no_churn | 0.045386 | 0 | no_churn | -0.029922 | -0.007286 | -0.009981 | -0.014623 | -0.029006 | -0.048543 | -0.026027 | -0.023638 | Female | 24 | No | No | Unemployed | Suburban | High School or Below | 1,671,602,400 |
37 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a7f719e0-56f0-49fc-b664-df6a18cbe55e | no_churn | 0.158202 | 0 | no_churn | -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 | Male | 21 | No | No | Employed | Suburban | High School or Below | 1,671,602,400 |
59 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | f2faeed6-6976-4fe6-a7bc-19d3efb35b9e | no_churn | 0.21272 | 0 | no_churn | -0.173011 | -0.002112 | 0.029538 | -0.068953 | 0.009754 | -0.085934 | 0.027196 | 0.04783 | Male | 48 | No | Yes | Employed | Suburban | Master | 1,671,602,400 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | d99d9918-4dcc-4ddf-86e6-6863f1586ea4 | no_churn | 0.164845 | 0 | no_churn | 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 | Female | 42 | No | No | Disabled | Suburban | High School or Below | 1,671,602,400 |
46 | Yes | Yes | Fiber optic | In_Store_Support | One year | 100hrs+ | Active | a9f51219-b28b-4746-977d-2f12d340ffcc | no_churn | 0.223448 | 0 | no_churn | -0.176051 | -0.003855 | 0.015178 | 0.033449 | -0.068122 | -0.035388 | -0.005228 | 0.030991 | Female | 78 | Yes | Yes | Employed | Rural | High School or Below | 1,671,602,400 |
71 | Yes | No | Fiber optic | In_Store_Support | Two year | <80hrs | Active | 3df134e8-0025-4a1a-9793-c6cedd759baf | no_churn | 0.122853 | 0 | no_churn | -0.132658 | -0.003962 | -0.01652 | 0.03557 | -0.030113 | -0.141297 | 0.024564 | 0.02539 | Male | 52 | No | No | Employed | Suburban | Doctor | 1,671,602,400 |
70 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 6065ec84-3685-466c-a1ac-69f7e0b47a7c | no_churn | 0.187366 | 0 | no_churn | -0.228564 | -0.001924 | -0.012208 | -0.068396 | 0.019048 | 0.032152 | -0.040061 | 0.064259 | Female | 24 | Yes | Yes | Employed | Suburban | College | 1,671,602,400 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5a6fb484-88c1-4cef-a373-5fca9179703b | no_churn | 0.390059 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Male | 60 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
58 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | c2cae785-75be-4154-9e53-0a4e65a50c47 | churn | 0.262407 | 1 | churn | 0.0048 | -0.000306 | 0.077296 | 0.101882 | 0.11685 | 0.08528 | 0.189938 | 0.093984 | Female | 30 | No | Yes | Unemployed | Rural | High School or Below | 1,671,602,400 |
40 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 39b75ad7-285e-4000-9d4a-2ae883b0c48b | no_churn | 0.364324 | 0 | no_churn | -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 | Male | 29 | Yes | Yes | Disabled | Suburban | High School or Below | 1,671,602,400 |
35 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <50hrs | Active | 904cf7ce-6ac3-4f47-895f-1e004f3d6df8 | churn | 0.154967 | 0 | no_churn | -0.10644 | -0.002314 | 0.00207 | 0.043045 | -0.047315 | -0.172165 | 0.025931 | 0.018162 | Female | 62 | Yes | Yes | Employed | Suburban | College | 1,671,602,400 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 48f646e8-03d5-4405-b5c3-3c30f4126035 | no_churn | 0.649023 | 0 | no_churn | 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 | Male | 67 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
52 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | e26a5391-394d-44ab-a8bb-2d983d57c4b6 | no_churn | 0.00924 | 0 | no_churn | -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 | Female | 68 | No | No | Employed | Suburban | Bachelor | 1,671,602,400 |
5 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3e1b6ba4-9a86-4e33-bdea-d51183815dad | no_churn | 0.507575 | 0 | no_churn | 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 | Female | 20 | No | No | Employed | Urban | High School or Below | 1,671,602,400 |
33 | Yes | No | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | f1a87118-9e5d-4336-990c-9327bcdc08a6 | no_churn | 0.057023 | 0 | no_churn | -0.02833 | -0.00231 | -0.002597 | 0.068634 | -0.052696 | -0.195701 | -0.008748 | -0.007277 | Male | 30 | No | No | Medical Leave | Suburban | High School or Below | 1,671,602,400 |
26 | No | No phone service | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9078237a-67a2-4632-87fd-c8bba9936773 | no_churn | 0.128276 | 0 | no_churn | -0.08269 | 0.063485 | 0.010877 | -0.004498 | -0.002132 | 0.058514 | -0.042912 | -0.053336 | Female | 41 | No | No | Unemployed | Urban | High School or Below | 1,671,602,400 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 1072afa9-ebec-4d5c-9616-672676048102 | no_churn | 0.164845 | 0 | no_churn | 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 | Male | 57 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
11 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 285c4cd4-a0eb-478c-87ff-4cd92dc9e545 | no_churn | 0.347573 | 0 | no_churn | -0.068437 | -0.042067 | -0.023637 | -0.034548 | -0.083057 | 0.051056 | -0.040431 | -0.027903 | Female | 32 | Yes | Yes | Medical Leave | Suburban | Bachelor | 1,671,602,400 |
19 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | ceeae99f-ac9a-40dc-ae6d-ececd290472a | no_churn | 0.023003 | 0 | no_churn | -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 | Female | 39 | No | No | Unemployed | Urban | High School or Below | 1,671,602,400 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dd94390e-704f-4462-8f0e-6bd50b4f119f | churn | 0.783853 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 57 | No | No | Employed | Suburban | Master | 1,671,602,400 |
6 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 1788df0f-ce89-4749-ba10-e7e5404114db | no_churn | 0.01916 | 0 | no_churn | 0.005162 | -0.004216 | -0.013263 | -0.030209 | 0.00328 | -0.156696 | -0.039876 | -0.033209 | Female | 60 | Yes | Yes | Retired | Rural | College | 1,671,602,400 |
36 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 53eebd55-c0e7-4460-a95a-08a71d9981bd | churn | 0.414286 | 1 | churn | -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 | Male | 62 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
31 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 452fdcaf-cc07-403b-99d7-6923d48b75ba | no_churn | 0.025891 | 0 | no_churn | -0.056149 | -0.003988 | -0.014827 | -0.06097 | -0.016905 | -0.077081 | -0.017522 | -0.021583 | Female | 64 | Yes | No | Retired | Suburban | High School or Below | 1,671,602,400 |
23 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | ea344edc-cef9-4d4c-bad7-29aa12bb284f | no_churn | 0.017937 | 0 | no_churn | -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 | Male | 74 | No | No | Employed | Suburban | College | 1,671,602,400 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 1bc04426-0a16-4fd0-8770-3e45c14681af | no_churn | 0.164845 | 0 | no_churn | 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 | Female | 45 | No | No | Unemployed | Urban | High School or Below | 1,671,602,400 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 451651c9-dd05-4c8d-aa27-8db0efea96e7 | no_churn | 0.339735 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 65 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
52 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | 5e8e2218-07aa-4190-a26c-237a44e55376 | no_churn | 0.185828 | 0 | no_churn | -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 | Male | 61 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
2 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4b8821c2-d173-4c17-a9a7-2b17bf37c5d0 | no_churn | 0.401499 | 0 | no_churn | 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 | Male | 76 | No | No | Employed | Suburban | Bachelor | 1,671,602,400 |
65 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 32bf0bab-61b7-4d2a-a1b0-788a17f169b5 | churn | 0.016782 | 0 | no_churn | -0.11219 | -0.001478 | -0.003913 | 0.004795 | 0.010135 | -0.240154 | 0.039892 | 0.053886 | Male | 42 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
16 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | e2581a60-ddbe-41bf-8826-af24ad3e63ca | no_churn | 0.538731 | 0 | no_churn | -0.028869 | -0.00747 | -0.020654 | -0.078816 | -0.154735 | 0.035183 | 0.010303 | 0.007044 | Male | 23 | No | Yes | Retired | Urban | High School or Below | 1,671,602,400 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6c831811-69de-4e03-ab78-10352e7b5639 | no_churn | 0.492844 | 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 | Bachelor | 1,671,602,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <80hrs | Active | b6fcc8bc-9109-45ff-aa92-9e8837b7a6eb | no_churn | 0.050133 | 0 | no_churn | -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 | Male | 22 | No | No | Employed | Suburban | College | 1,671,602,400 |
65 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 1df614e5-683b-42f0-8231-bea8e8edd1c9 | no_churn | 0.016782 | 0 | no_churn | -0.11219 | -0.001478 | -0.003913 | 0.004795 | 0.010135 | -0.240154 | 0.039892 | 0.053886 | Male | 69 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,602,400 |
37 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | 193e0ea6-ee00-4217-af0b-8fb9242fd5b7 | no_churn | 0.089572 | 0 | no_churn | -0.071675 | -0.003043 | -0.00871 | 0.05665 | -0.042929 | -0.176419 | -0.011669 | -0.011233 | Male | 75 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
36 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fef1323f-0c31-453d-ba14-6293f0ac5d16 | churn | 0.414286 | 1 | churn | -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 | Male | 79 | Yes | No | Disabled | Suburban | Bachelor | 1,671,602,400 |
20 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fc8e3aad-a581-454d-a17b-01dfd61cc0b5 | no_churn | 0.192846 | 0 | no_churn | -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 | Male | 50 | No | Yes | Employed | Rural | Master | 1,671,602,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <80hrs | Active | 318e9885-d603-4813-b9e3-6f931cb6f8cd | no_churn | 0.050133 | 0 | no_churn | -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 | Male | 47 | No | No | Employed | Urban | College | 1,671,602,400 |
9 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | dc5be0ac-368c-4d19-bc94-6533f39a89c4 | no_churn | 0.496226 | 0 | no_churn | 0.003536 | -0.005541 | -0.091364 | -0.06827 | 0.066498 | 0.089805 | 0.054654 | 0.049312 | Male | 80 | No | No | Unemployed | Suburban | Bachelor | 1,671,602,400 |
67 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | 7ec7dd54-2466-4313-ad5b-3ef97b4071f3 | no_churn | 0.076059 | 0 | no_churn | -0.058036 | -0.003352 | 0.010787 | -0.080219 | -0.032977 | -0.109182 | 0.027328 | 0.026626 | Female | 70 | No | Yes | Employed | Suburban | College | 1,671,602,400 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ceff9c1b-1cd0-4335-849b-9f7fb5612909 | no_churn | 0.878255 | 0 | no_churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 43 | No | No | Unemployed | Suburban | Bachelor | 1,671,602,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 62adba00-12dd-423e-bc31-1f036bc910e4 | churn | 0.6818 | 1 | churn | 0.273244 | -0.006688 | -0.033203 | 0.005085 | 0.167522 | 0.145772 | 0.094387 | 0.084855 | Male | 39 | Yes | Yes | Employed | Rural | High School or Below | 1,671,602,400 |
62 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c5d11411-23dc-458d-adbe-233185da784a | no_churn | 0.067436 | 0 | no_churn | -0.27296 | -0.004382 | 0.012778 | 0.00465 | -0.011936 | 0.034484 | -0.01326 | -0.018399 | Male | 65 | No | Yes | Employed | Urban | Master | 1,671,602,400 |
59 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 0dc06d34-7f2f-46be-a88b-513779c4dde2 | no_churn | 0.21272 | 0 | no_churn | -0.173011 | -0.002112 | 0.029538 | -0.068953 | 0.009754 | -0.085934 | 0.027196 | 0.04783 | Male | 58 | No | No | Unemployed | Suburban | Bachelor | 1,671,602,400 |
21 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 60c36bfb-89a5-42b4-9821-feb1d251decc | no_churn | 0.70248 | 0 | no_churn | -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 | Female | 43 | No | Yes | Employed | Suburban | High School or Below | 1,671,602,400 |
67 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 702379a1-21de-46aa-9406-0bacd3ec5778 | no_churn | 0.00685 | 0 | no_churn | -0.058953 | -0.003543 | -0.019922 | -0.019222 | 0.002877 | -0.124343 | -0.020715 | -0.025204 | Male | 26 | No | No | Unemployed | Rural | High School or Below | 1,671,602,400 |
49 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ac009425-6e01-4e08-87a8-fabd9a59fa4c | no_churn | 0.205538 | 0 | no_churn | -0.148717 | 0.013613 | -0.012917 | -0.036853 | -0.062406 | 0.040246 | -0.027697 | -0.024294 | Male | 79 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
54 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | d3dcf965-e5ba-4d98-96be-c28c3fd1e229 | churn | 0.491692 | 1 | churn | -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 | Male | 74 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,602,400 |
66 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 42836865-fb4d-4f03-86f3-e1d3bf55648f | no_churn | 0.010818 | 0 | no_churn | 0.10138 | 0.001987 | 0.063131 | 0.039539 | 0.040424 | -0.038255 | -0.012935 | 0.010385 | Male | 32 | No | No | Unemployed | Suburban | High School or Below | 1,671,602,400 |
52 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 75b2b8ba-8790-4ffa-948e-b413b922cce5 | no_churn | 0.00924 | 0 | no_churn | -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 | Male | 38 | No | Yes | Unemployed | Urban | High School or Below | 1,671,602,400 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ca8c9cc7-2521-457a-ae53-ef155b126b93 | churn | 0.505573 | 1 | churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 24 | Yes | Yes | Employed | Rural | College | 1,671,602,400 |
20 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 82fa0cae-ef09-47d3-99d1-ec74b04b5476 | no_churn | 0.068742 | 0 | no_churn | -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 | Male | 40 | No | No | Employed | Suburban | College | 1,671,602,400 |
53 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 6ada6af1-7ea9-41ea-9a89-486444bcfa15 | churn | 0.633966 | 1 | churn | 0.001591 | -0.002137 | 0.138302 | 0.106722 | 0.102973 | 0.06155 | 0.081124 | 0.080848 | Female | 20 | Yes | No | Employed | Suburban | High School or Below | 1,671,602,400 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ba83145a-529d-4731-9b25-9ef64e51164d | no_churn | 0.784075 | 0 | no_churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 38 | No | No | Employed | Suburban | College | 1,671,602,400 |
67 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | af2c1335-4010-4365-b057-115c7018b32c | no_churn | 0.076059 | 0 | no_churn | -0.058036 | -0.003352 | 0.010787 | -0.080219 | -0.032977 | -0.109182 | 0.027328 | 0.026626 | Female | 54 | No | No | Unemployed | Urban | Master | 1,671,602,400 |
15 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bbefe039-b872-4dd6-96f1-531c7cce77fe | no_churn | 0.244016 | 0 | no_churn | 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 | Male | 70 | No | No | Employed | Suburban | High School or Below | 1,671,602,400 |
26 | No | No phone service | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ffc61b13-d34a-4fb6-a3ac-ade2c8d97978 | no_churn | 0.128276 | 0 | no_churn | -0.08269 | 0.063485 | 0.010877 | -0.004498 | -0.002132 | 0.058514 | -0.042912 | -0.053336 | Female | 37 | No | No | Unemployed | Suburban | College | 1,671,602,400 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 107ce426-67ee-4ff8-914b-5d03da7cb667 | churn | 0.599613 | 1 | churn | -0.002161 | -0.003245 | 0.048709 | 0.043887 | 0.039181 | 0.129435 | 0.092502 | 0.084308 | Female | 23 | No | No | Employed | Suburban | College | 1,671,602,400 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e6c677de-2d34-4398-97af-a3a6c6306478 | no_churn | 0.878255 | 0 | no_churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 46 | No | Yes | Employed | Suburban | High School or Below | 1,671,602,400 |
38 | Yes | No | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | a98b9e56-186a-454e-94a3-fe2edc77c3c5 | no_churn | 0.194346 | 0 | no_churn | 0.004364 | -0.00224 | 0.039068 | 0.08329 | -0.028232 | -0.009425 | 0.021591 | -0.017442 | Female | 77 | No | No | Unemployed | Suburban | College | 1,671,602,400 |
20 | Yes | Yes | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 23070a70-e0ec-419c-a164-50dd9b9f88fa | no_churn | 0.122382 | 0 | no_churn | 0.040622 | -0.001957 | 0.034229 | -0.01636 | 0.021937 | -0.007168 | -0.007813 | -0.007515 | Male | 25 | No | No | Employed | Suburban | College | 1,671,602,400 |
19 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 00b3764f-ab55-4618-8462-345297614374 | no_churn | 0.404598 | 0 | no_churn | -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 | Female | 78 | No | No | Employed | Rural | High School or Below | 1,671,602,400 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9e6a0ffc-08d6-4e59-856d-4351edbc8883 | no_churn | 0.339735 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 52 | No | Yes | Unemployed | Suburban | College | 1,671,602,400 |
64 | Yes | No | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | e5149090-26e7-499b-9d17-115b4a65f041 | no_churn | 0.051999 | 0 | no_churn | -0.114387 | -0.002477 | -0.017248 | -0.016851 | 0.011396 | -0.178781 | 0.031089 | 0.031567 | Male | 47 | No | No | Unemployed | Suburban | High School or Below | 1,671,602,400 |
64 | Yes | No | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 701478a5-80f5-4a96-aa33-cbc72a6e99a4 | no_churn | 0.051999 | 0 | no_churn | -0.114387 | -0.002477 | -0.017248 | -0.016851 | 0.011396 | -0.178781 | 0.031089 | 0.031567 | Female | 45 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
18 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | a735e9d9-67cd-42e3-8b6c-fa103cafe0e8 | churn | 0.506495 | 1 | churn | -0.028705 | -0.005182 | -0.057081 | -0.041867 | -0.023981 | 0.064318 | 0.113145 | 0.076158 | Male | 53 | No | No | Employed | Suburban | College | 1,671,602,400 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | <80hrs | Active | bee2e386-b364-4b63-a002-b4d955807ffc | no_churn | 0.014019 | 0 | no_churn | -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 | Female | 57 | No | Yes | Employed | Urban | Bachelor | 1,671,602,400 |
20 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 95589d53-d47c-49f4-a6ac-cf8193685c4d | no_churn | 0.068742 | 0 | no_churn | -0.076156 | -0.007335 | -0.022373 | -0.052653 | -0.058295 | 0.033943 | -0.040118 | -0.024789 | Female | 40 | No | Yes | Employed | Suburban | Bachelor | 1,671,602,400 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 912b43f1-217e-4b89-be08-0370ffa392d8 | churn | 0.690397 | 1 | churn | 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 | Male | 35 | Yes | No | Unemployed | Urban | Master | 1,671,602,400 |
8 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 954a8329-b615-41e5-928c-d5b4d15e59cc | no_churn | 0.044631 | 0 | no_churn | -0.004709 | -0.005712 | -0.018881 | -0.052659 | -0.03985 | -0.095633 | -0.024225 | -0.027358 | Female | 27 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,602,400 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 06c74648-68be-436b-9a37-33fd1b4b3ac0 | no_churn | 0.040656 | 0 | no_churn | -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 | Female | 51 | No | Yes | Employed | Suburban | College | 1,671,602,400 |
25 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | f0e0cbe0-5f50-414e-a714-f7cd5c3f53f1 | churn | 0.719832 | 1 | churn | -0.01499 | -0.007188 | -0.082593 | 0.090617 | 0.133864 | 0.082693 | 0.079397 | 0.109172 | Female | 60 | Yes | No | Employed | Rural | College | 1,671,602,400 |
33 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 1546c73c-7fe5-421e-8699-f234d23d4f2e | no_churn | 0.068499 | 0 | no_churn | -0.018289 | -0.004848 | -0.007164 | -0.078684 | 0.013961 | -0.096756 | -0.037195 | -0.040051 | Female | 66 | No | No | Medical Leave | Rural | College | 1,671,602,400 |
25 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | b5e67919-3f64-4da3-9b12-5300748f52e2 | no_churn | 0.719832 | 1 | churn | -0.01499 | -0.007188 | -0.082593 | 0.090617 | 0.133864 | 0.082693 | 0.079397 | 0.109172 | Male | 60 | No | No | Employed | Urban | College | 1,671,602,400 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 04f55726-5b68-482b-a31a-49f2e3c5da31 | no_churn | 0.355815 | 0 | no_churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Male | 39 | No | No | Unemployed | Rural | College | 1,671,602,400 |
68 | Yes | Yes | High Speed | Phone_Support | One year | 100hrs+ | Active | b68a9820-5c1e-4603-a1a4-c67e2b4394fb | churn | 0.148667 | 1 | churn | -0.06206 | 0.000183 | 0.085852 | 0.030614 | 0.0899 | -0.025524 | 0.1201 | 0.09991 | Female | 30 | No | No | Employed | Suburban | College | 1,671,688,800 |
36 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 99fb75ba-94d1-4185-96c8-fb906088d6a1 | no_churn | 0.106972 | 0 | no_churn | -0.078326 | -0.004626 | -0.084318 | -0.032765 | 0.006297 | 0.076517 | 0.064914 | 0.044091 | Male | 30 | No | No | Unemployed | Rural | High School or Below | 1,671,688,800 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | b08fc8bf-9fc9-48d6-ad4d-f13430b923e6 | no_churn | 0.004994 | 0 | no_churn | -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 | Female | 32 | Yes | No | Employed | Urban | High School or Below | 1,671,688,800 |
12 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | cce25fd0-895e-487b-b97e-85870989f6d2 | churn | 0.495376 | 1 | churn | -0.014629 | 0.011823 | -0.006258 | -0.06533 | -0.146308 | 0.06121 | 0.017101 | 0.033364 | Male | 78 | Yes | Yes | Employed | Rural | Bachelor | 1,671,688,800 |
69 | Yes | Yes | High Speed | Phone_Support | Two year | <50hrs | Active | b93715d1-fdfb-4e28-b989-fa45c540e871 | no_churn | 0.013278 | 0 | no_churn | -0.060858 | -0.001782 | 0.026255 | -0.03185 | 0.033115 | -0.254322 | 0.059401 | 0.051016 | Male | 31 | No | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
67 | Yes | No | High Speed | Phone_Support | Two year | 100hrs+ | Active | b1a2db2a-b5b9-40d7-b95a-4e11477e307f | no_churn | 0.008062 | 0 | no_churn | -0.119839 | -0.002103 | -0.013151 | 0.003021 | 0.033572 | -0.183819 | 0.041834 | 0.051458 | Female | 77 | Yes | No | Employed | Urban | Master | 1,671,688,800 |
50 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | 5b11a442-6944-4b79-b4bb-37e11ae1f711 | no_churn | 0.112963 | 0 | no_churn | -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 | Male | 75 | Yes | No | Employed | Rural | Bachelor | 1,671,688,800 |
52 | Yes | Yes | Medium Speed | Phone_Support | One year | <50hrs | Active | 6ae142a5-27dd-4247-82aa-b3e1061b7228 | no_churn | 0.099802 | 0 | no_churn | -0.030052 | 0.000376 | 0.002834 | 0.088561 | 0.080681 | 0.004445 | 0.088751 | 0.085376 | Female | 56 | No | No | Employed | Suburban | Master | 1,671,688,800 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 2b03a500-6977-4be6-991f-35b53399a90b | no_churn | 0.011229 | 0 | no_churn | -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 | Female | 23 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
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