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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | e97d91cb-2f17-4d59-91b8-09274e29f79b | churn | 0.1404 | 1 | churn | -0.018774 | -0.002069 | -0.011684 | -0.029102 | 0.089043 | -0.027049 | 0.05762 | 0.082988 | Male | 23 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
69 | Yes | No | High Speed | Phone_Support | Two year | <50hrs | Active | 65d64b88-8e03-4d66-89a5-065c452674e0 | no_churn | 0.020048 | 0 | no_churn | -0.102936 | -0.002221 | -0.033483 | -0.015881 | 0.030159 | -0.204066 | 0.032095 | 0.047306 | Male | 47 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
60 | Yes | No | High Speed | In_Store_Support | One year | <80hrs | Active | 97c00d61-0841-4eae-a986-fa32e0669fc9 | no_churn | 0.031723 | 0 | no_churn | -0.084639 | -0.006132 | -0.008145 | -0.04164 | -0.046499 | -0.075516 | 0.023588 | 0.029958 | Female | 47 | No | No | Employed | Urban | College | 1,671,688,800 |
59 | Yes | Yes | Low Speed | In_Store_Support | One year | 100hrs+ | Active | a9324c68-d425-4c15-916d-ebee34b83343 | churn | 0.05081 | 0 | no_churn | -0.123515 | -0.003571 | 0.017455 | -0.014227 | -0.078135 | -0.105886 | 0.019833 | 0.03902 | Female | 56 | No | No | Disabled | Suburban | Bachelor | 1,671,688,800 |
71 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Active | a57ce6bc-6f3f-472f-b502-10a83c6c0861 | no_churn | 0.052233 | 0 | no_churn | -0.119982 | -0.00402 | 0.00514 | -0.006464 | -0.016614 | -0.064633 | 0.005921 | 0.041627 | Male | 50 | No | No | Employed | Suburban | College | 1,671,688,800 |
29 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 8db9389c-5f29-424f-9905-967d360c72d3 | no_churn | 0.022868 | 0 | no_churn | -0.072995 | 0.015145 | 0.007017 | -0.058071 | 0.019587 | -0.103922 | -0.031183 | -0.044604 | Female | 36 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
60 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 7d8acb54-a999-40c6-85fa-d42784845b0f | no_churn | 0.019875 | 0 | no_churn | -0.044664 | -0.006471 | -0.012953 | -0.04526 | -0.018796 | -0.09265 | -0.019016 | -0.019217 | Male | 25 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
43 | No | No phone service | Low Speed | Phone_Support | One year | 0hrs | Disabled | 48d04127-0680-41a3-96c8-1645680f0821 | no_churn | 0.044024 | 0 | no_churn | -0.0696 | 0.05677 | 0.009257 | -0.018407 | -0.017305 | -0.044204 | -0.020073 | -0.015464 | Male | 33 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
21 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 38183b5c-c012-4b37-b663-10539649faec | no_churn | 0.11259 | 0 | no_churn | -0.025549 | -0.004929 | -0.037573 | -0.024016 | -0.008026 | -0.092522 | -0.039152 | -0.037259 | Male | 71 | No | No | Employed | Urban | Bachelor | 1,671,688,800 |
72 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 2da9b4a6-e26e-49ba-9675-e61e336e6fa1 | no_churn | 0.029108 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 36 | No | No | Employed | Urban | Master | 1,671,688,800 |
17 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 07c5f95e-8ba2-4d31-b63c-e5c85e903fa4 | no_churn | 0.127615 | 0 | no_churn | 0.019601 | -0.007848 | -0.094303 | -0.053709 | -0.109766 | 0.04075 | -0.023153 | -0.030597 | Male | 73 | Yes | No | Retired | Rural | Bachelor | 1,671,688,800 |
3 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | aeb54ec6-cb77-4896-aa2c-5964367b51d8 | churn | 0.419491 | 1 | churn | 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 | Male | 43 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,688,800 |
69 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 49f78679-05ea-4a36-b36c-c207693f17ce | no_churn | 0.013982 | 0 | no_churn | -0.089366 | 0.008464 | -0.003883 | -0.014955 | 0.003122 | -0.135179 | -0.016312 | -0.020917 | Female | 42 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
5 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | dbb76ce6-370f-4612-bd9d-f42e5eea6bce | churn | 0.274168 | 1 | churn | 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 | Female | 77 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
31 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 69317e84-11b9-4aea-8666-3e66eb9f5ab4 | churn | 0.124232 | 1 | churn | -0.065179 | -0.004827 | -0.004652 | -0.106711 | 0.009668 | 0.046756 | -0.062324 | -0.081758 | Female | 48 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
21 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5a1b2cf8-0d6f-461b-8b09-e1f3c034b007 | no_churn | 0.127127 | 0 | no_churn | -0.143113 | 0.030375 | 0.007533 | -0.051003 | 0.012397 | 0.055953 | -0.048424 | -0.052744 | Female | 56 | No | Yes | Retired | Rural | College | 1,671,688,800 |
57 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | b7636430-5fac-4271-b9c0-4e82713ba715 | no_churn | 0.036975 | 0 | no_churn | -0.048147 | -0.002461 | 0.005312 | -0.023588 | -0.0119 | -0.077906 | -0.045872 | -0.054463 | Female | 40 | No | No | Unemployed | Suburban | Master | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f141455a-7fdf-4992-9493-7b3d2a98fd43 | no_churn | 0.076514 | 0 | no_churn | 0.007438 | -0.002083 | 0.067188 | -0.007373 | 0.09178 | 0.101813 | -0.031843 | -0.005898 | Male | 42 | No | No | Unemployed | Rural | College | 1,671,688,800 |
6 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7fca8ed4-a171-4f78-b445-bd28ecab701d | no_churn | 0.299161 | 0 | no_churn | 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 | Female | 28 | No | No | Employed | Rural | College | 1,671,688,800 |
24 | Yes | Yes | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | e3a32925-0504-433f-8c9c-5c7d9855acff | no_churn | 0.066267 | 0 | no_churn | -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 | Male | 42 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
12 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | fe723f19-ac35-4ee1-8920-a3612e4e8e6c | no_churn | 0.130379 | 0 | no_churn | -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 | Female | 30 | No | No | Employed | Rural | Bachelor | 1,671,688,800 |
13 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4669893a-3fa6-44b4-9ed6-524d34fc69cb | no_churn | 0.232522 | 0 | no_churn | -0.061374 | -0.011527 | -0.043772 | -0.042389 | -0.049998 | 0.042731 | -0.030523 | -0.037173 | Male | 27 | No | No | Employed | Urban | College | 1,671,688,800 |
15 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | 80bfc489-d364-4eea-9bd5-e982599971b1 | no_churn | 0.055357 | 0 | no_churn | -0.003321 | 0.021949 | -0.005029 | -0.03742 | -0.028896 | -0.147553 | -0.027873 | -0.029882 | Male | 25 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
54 | Yes | Yes | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 9baedfa4-f582-4ba7-8f86-24f88c417045 | no_churn | 0.046999 | 0 | no_churn | 0.039852 | -0.00325 | 0.057341 | 0.048508 | 0.028463 | 0.019739 | -0.016173 | -0.013505 | Male | 54 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
31 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8e2ccba8-d557-42b9-b3fe-279cba033ec9 | no_churn | 0.071083 | 0 | no_churn | 0.052575 | -0.014283 | -0.076556 | -0.08995 | -0.023383 | 0.086616 | -0.013807 | 0.002425 | Male | 55 | No | No | Unemployed | Urban | High School or Below | 1,671,688,800 |
66 | Yes | Yes | Low Speed | Phone_Support | One year | <80hrs | Active | 32ba2165-90cb-40ba-9611-26ba2f879938 | no_churn | 0.216936 | 0 | no_churn | -0.068179 | -0.003074 | -0.047207 | -0.013778 | 0.016135 | -0.10812 | -0.076083 | 0.06128 | Male | 54 | No | No | Medical Leave | Suburban | College | 1,671,688,800 |
25 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 5d893817-3d11-499f-b932-df597dfb344f | no_churn | 0.356552 | 0 | no_churn | -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 | Male | 72 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
47 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 79ed2b8b-ec84-452b-915d-47797f0c0cd5 | churn | 0.505917 | 1 | churn | -0.089142 | -0.00456 | -0.000608 | -0.035837 | 0.057927 | 0.061276 | 0.006554 | 0.085363 | Female | 39 | No | Yes | Employed | Suburban | Doctor | 1,671,688,800 |
53 | Yes | Yes | Low Speed | In_Store_Support | One year | <50hrs | Active | f75508f0-bb28-4e19-b103-a98d9abf43c3 | no_churn | 0.230578 | 0 | no_churn | -0.040781 | -0.000291 | 0.031455 | -0.018687 | 0.017294 | -0.023648 | 0.033994 | 0.021637 | Male | 43 | No | No | Employed | Suburban | College | 1,671,688,800 |
69 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 49b977b9-be01-4cef-8672-d40c39f9f906 | no_churn | 0.094773 | 0 | no_churn | -0.086236 | -0.001895 | 0.006992 | -0.016214 | -0.001034 | -0.257335 | 0.037732 | 0.048964 | Female | 80 | No | No | Employed | Suburban | College | 1,671,688,800 |
65 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 4529a196-a4ff-4f76-85d7-aec3e9bcac22 | churn | 0.391725 | 1 | churn | -0.061995 | 0.000116 | 0.037281 | 0.03037 | -0.071714 | 0.078217 | 0.044319 | 0.049379 | Male | 40 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
72 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | deae3b0a-4cb7-40a0-b045-fa94b5c07405 | no_churn | 0.114758 | 0 | no_churn | -0.157279 | -0.002152 | -0.029254 | 0.008595 | 0.030829 | -0.08627 | 0.02459 | 0.051914 | Male | 70 | Yes | No | Unemployed | Suburban | College | 1,671,688,800 |
30 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 85acad9e-cc33-4bcf-ae58-5e5b98cce376 | no_churn | 0.377137 | 0 | no_churn | 0.030612 | 0.000263 | 0.077354 | 0.024938 | 0.07378 | 0.108908 | 0.096177 | 0.016251 | Female | 71 | No | No | Unemployed | Urban | High School or Below | 1,671,688,800 |
42 | Yes | No | Medium Speed | Phone_Support | Two year | <50hrs | Active | 2906a1d6-cfd0-4fb5-8965-5ba6afa0d33d | no_churn | 0.058331 | 0 | no_churn | -0.002427 | -0.001426 | -0.00569 | 0.00365 | 0.071681 | -0.141752 | -0.002501 | 0.049438 | Male | 33 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
50 | Yes | No | Medium Speed | In_Store_Support | One year | 100hrs+ | Active | 70417210-f34e-4bb2-a88f-0d00362167d8 | no_churn | 0.098526 | 0 | no_churn | -0.071995 | -0.003392 | -0.043027 | -0.016304 | -0.098747 | -0.034095 | 0.008617 | 0.029917 | Female | 59 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
41 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 7f623baa-c5a4-401d-a426-b47b3e331474 | no_churn | 0.203946 | 0 | no_churn | -0.029378 | -0.000406 | 0.006909 | 0.070697 | 0.083842 | -0.10965 | 0.072646 | 0.066315 | Male | 29 | Yes | No | Employed | Urban | College | 1,671,688,800 |
64 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 939c23be-341c-4a28-a1fd-99d3f38c748e | no_churn | 0.083295 | 0 | no_churn | -0.174489 | -0.00229 | 0.010109 | 0.005727 | 0.015796 | -0.14363 | 0.014062 | 0.02569 | Female | 46 | No | No | Employed | Suburban | Master | 1,671,688,800 |
60 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | 9b30e7e3-19c6-4dda-927e-28eaeb0ff06f | no_churn | 0.048606 | 0 | no_churn | -0.127227 | -0.002234 | 0.016017 | 0.0031 | 0.009493 | -0.123931 | 0.000362 | 0.035396 | Female | 59 | Yes | No | Retired | Suburban | College | 1,671,688,800 |
50 | Yes | No | Fiber optic | In_Store_Support | Two year | <80hrs | Active | d806e1a5-14a6-443f-ab41-0f27db01c3c6 | no_churn | 0.048585 | 0 | no_churn | -0.096079 | -0.003655 | -0.051997 | 0.04278 | -0.072096 | -0.122142 | 0.023308 | 0.010856 | Female | 53 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
56 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <50hrs | Active | 2dffd923-1d72-4e53-ae59-46515b5bdb4b | no_churn | 0.059948 | 0 | no_churn | -0.090005 | -0.002447 | -0.000864 | 0.027051 | -0.078986 | -0.158954 | 0.022474 | 0.022705 | Female | 72 | No | No | Employed | Urban | College | 1,671,688,800 |
46 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | dfb38810-50eb-4b19-836f-a93f78fb92d4 | no_churn | 0.160284 | 0 | no_churn | -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 | Male | 52 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 33f312f8-54b8-4a30-8fd7-f2effe032cf5 | no_churn | 0.016714 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 63 | No | Yes | Employed | Rural | Master | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 36925ba8-4799-4be2-a58a-be5c03c5a0ef | no_churn | 0.010934 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 43 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 100hrs+ | Active | 15467e5e-2d27-4f6a-bb3f-c3e5a36b54d2 | no_churn | 0.006389 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Male | 75 | No | No | Employed | Suburban | College | 1,671,688,800 |
34 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | fcdf99d1-c310-4485-874a-63be3f6dba7d | no_churn | 0.390539 | 0 | no_churn | -0.14797 | -0.006163 | -0.070194 | 0.023712 | -0.084504 | 0.043041 | -0.018509 | 0.001561 | Female | 68 | No | Yes | Employed | Rural | Bachelor | 1,671,688,800 |
67 | Yes | No | Fiber optic | In_Store_Support | Two year | <80hrs | Active | 30950f09-b8f2-4ab9-a786-201edf8b0e8d | no_churn | 0.099605 | 0 | no_churn | -0.080657 | -0.002516 | -0.103492 | 0.053083 | -0.004737 | -0.103723 | 0.050719 | 0.032297 | Male | 50 | Yes | Yes | Unemployed | Urban | Bachelor | 1,671,688,800 |
72 | Yes | No | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | 4c494401-47d1-4414-9c66-617ff5b43325 | no_churn | 0.021602 | 0 | no_churn | -0.126317 | -0.003491 | -0.017199 | 0.026936 | -0.029852 | -0.150246 | 0.009787 | 0.021355 | Female | 75 | Yes | Yes | Employed | Suburban | Doctor | 1,671,688,800 |
33 | Yes | No | Fiber optic | Phone_Support | One year | <50hrs | Active | 6cbdf0f4-6ff0-4e3d-a10a-9263eda4e4e3 | churn | 0.313303 | 1 | churn | 0.030964 | 0.000258 | 0.022296 | -0.008968 | -0.033745 | 0.007784 | -0.023787 | 0.006171 | Male | 78 | No | Yes | Retired | Urban | Bachelor | 1,671,688,800 |
71 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | da7ceee7-1795-465f-b0e8-076bfa6fccca | no_churn | 0.10403 | 0 | no_churn | -0.104442 | -0.003094 | 0.017611 | 0.032617 | -0.100683 | -0.146988 | 0.022766 | 0.021854 | Female | 31 | No | Yes | Medical Leave | Suburban | Doctor | 1,671,688,800 |
38 | Yes | Yes | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 6f660e8b-2fd3-449b-ae27-74293869145c | no_churn | 0.076407 | 0 | no_churn | -0.05413 | -0.00286 | -0.032476 | 0.051631 | -0.029909 | -0.093434 | -0.016678 | -0.02117 | Female | 24 | No | No | Unemployed | Suburban | College | 1,671,688,800 |
66 | Yes | Yes | Fiber optic | Phone_Support | One year | 0hrs | Disabled | 3e05f64f-3e2d-46a4-b456-ef3aefc062ff | no_churn | 0.073077 | 0 | no_churn | -0.05307 | -0.00297 | 0.033864 | 0.026061 | 0.002218 | -0.234365 | -0.014964 | -0.019134 | Female | 33 | No | Yes | Unemployed | Suburban | Master | 1,671,688,800 |
4 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 95a80340-5049-42e7-a528-c7d4c0e9b6ab | churn | 0.658473 | 1 | churn | 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 | Male | 22 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
26 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 026bf80c-f277-459f-84ad-870b106b72b8 | no_churn | 0.230664 | 0 | no_churn | -0.129394 | -0.007676 | 0.038402 | -0.010137 | -0.133137 | 0.053484 | -0.035094 | -0.03214 | Male | 38 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
53 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | fa0abfc8-d60f-40d8-8b21-953852cd7b44 | no_churn | 0.084328 | 0 | no_churn | -0.171173 | -0.004324 | -0.078551 | 0.028725 | 0.031743 | 0.029432 | -0.02295 | -0.021928 | Female | 45 | No | No | Medical Leave | Suburban | College | 1,671,688,800 |
11 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 02ab5045-b0b3-47e4-9df9-d7df3c6228c8 | churn | 0.814682 | 1 | churn | -0.017956 | -0.003374 | 0.036092 | 0.100458 | -0.152403 | 0.073895 | -0.036453 | -0.029564 | Female | 69 | No | No | Unemployed | Urban | Doctor | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 268f2b75-2416-470a-9dc8-c14dd43e2dc8 | churn | 0.785376 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Female | 51 | No | No | Employed | Urban | College | 1,671,688,800 |
19 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | a9b7a600-de2a-41e9-89cb-110f4c20bbe3 | no_churn | 0.182234 | 0 | no_churn | 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 | Female | 37 | No | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
64 | Yes | No | Low Speed | In_Store_Support | One year | <80hrs | Active | 069eb9a0-395e-4f35-8a7f-9f9a5eae889a | no_churn | 0.081689 | 0 | no_churn | -0.107679 | -0.009386 | -0.010575 | -0.039085 | -0.064264 | -0.076895 | 0.016808 | 0.024549 | Female | 24 | No | Yes | Employed | Urban | High School or Below | 1,671,688,800 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 575964e1-e0c8-412a-b663-724ecd992d1c | churn | 0.732931 | 1 | churn | 0.283015 | 0.138929 | 0.063009 | 0.000531 | -0.038983 | 0.160276 | 0.026638 | 0.053058 | Male | 30 | Yes | Yes | Employed | Suburban | Master | 1,671,688,800 |
29 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 2dad77e3-5139-4ad1-b7c2-9a90d37fcf1c | no_churn | 0.208883 | 0 | no_churn | -0.0826 | -0.008483 | 0.00893 | -0.079423 | -0.117232 | 0.047821 | -0.013119 | 0.03508 | Male | 80 | No | No | Retired | Suburban | Doctor | 1,671,688,800 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 2a29b483-490f-45b4-8ea7-2e4709f783f8 | no_churn | 0.287994 | 0 | no_churn | 0.119668 | -0.000382 | 0.043584 | 0.01144 | 0.088212 | 0.130329 | 0.104834 | 0.134289 | Male | 52 | Yes | Yes | Employed | Rural | Doctor | 1,671,688,800 |
17 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 87e093b7-ab69-43c8-836c-64e9d611f62a | no_churn | 0.138541 | 0 | no_churn | 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 | Male | 67 | Yes | Yes | Employed | Suburban | College | 1,671,688,800 |
14 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 1bdcd869-9914-439f-9012-4b7b25d65d72 | churn | 0.447371 | 1 | churn | 0.063206 | -0.010983 | -0.006855 | -0.025967 | 0.062487 | 0.103657 | 0.11238 | 0.108216 | Female | 23 | No | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
65 | Yes | Yes | Low Speed | Phone_Support | One year | <80hrs | Active | 9b671df4-e33c-48ed-8196-79d8c705ae1d | churn | 0.177822 | 1 | churn | -0.089771 | -0.003478 | -0.038769 | -0.028947 | 0.025533 | -0.071418 | -0.075293 | 0.053118 | Male | 68 | No | No | Unemployed | Suburban | College | 1,671,688,800 |
56 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 31773a1d-5b36-4300-a19f-d276126a9cb6 | no_churn | 0.103073 | 0 | no_churn | 0.10589 | 0.000777 | 0.014447 | 0.061556 | 0.153516 | 0.03745 | 0.17584 | 0.091497 | Male | 31 | No | Yes | Medical Leave | Rural | Bachelor | 1,671,688,800 |
57 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 6efe5c94-b3de-4974-a0c5-37fb62c4fc6d | no_churn | 0.032755 | 0 | no_churn | -0.026424 | -0.003082 | 0.002696 | -0.049914 | 0.016533 | -0.122605 | -0.036948 | -0.049282 | Male | 46 | No | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
50 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 4ea95be8-dc51-4ce0-aaa4-a1f1cd4e70d3 | no_churn | 0.01204 | 0 | no_churn | -0.011223 | -0.003083 | 0.025899 | -0.021606 | 0.015228 | -0.235522 | -0.016874 | -0.021846 | Male | 40 | No | Yes | Retired | Urban | High School or Below | 1,671,688,800 |
6 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5727f70b-01ad-48ce-bef2-72832507060b | no_churn | 0.129405 | 0 | no_churn | -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 | Female | 55 | No | No | Employed | Urban | Bachelor | 1,671,688,800 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6a830dd1-d1cb-4622-b379-7fdb1cfdc39d | no_churn | 0.298525 | 0 | no_churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Female | 67 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
3 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6fa96e08-92ee-4651-a0d1-d0ebf629c55a | no_churn | 0.165613 | 0 | no_churn | 0.102516 | -0.016631 | -0.097144 | -0.084172 | -0.06187 | 0.068769 | -0.052405 | -0.055537 | Male | 57 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 20ad3ea7-9564-48f2-964d-e78d69889b4e | no_churn | 0.281051 | 0 | no_churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 31 | Yes | No | Disabled | Suburban | High School or Below | 1,671,688,800 |
39 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 6c50af22-3815-42d4-a11b-06f9ed24407a | no_churn | 0.007763 | 0 | no_churn | -0.025776 | -0.006111 | 0.005512 | -0.021944 | 0.013887 | -0.173339 | -0.020661 | -0.030596 | Female | 41 | No | Yes | Disabled | Suburban | Bachelor | 1,671,688,800 |
5 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c986efad-14fa-44ef-b9b6-1f34ba7757d9 | no_churn | 0.223199 | 0 | no_churn | 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 | Male | 47 | No | Yes | Unemployed | Rural | Bachelor | 1,671,688,800 |
33 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0508d7ad-09bf-489a-bba3-e69f97e0a5bf | no_churn | 0.170904 | 0 | no_churn | -0.055401 | -0.004044 | 0.011123 | -0.142355 | 0.036994 | 0.039038 | -0.055557 | -0.068824 | Female | 62 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
71 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 7afc4832-8d7b-4dec-99ab-e62e4f15cba7 | no_churn | 0.00234 | 0 | no_churn | -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 | Male | 40 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
69 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | a0916b75-c9de-4ad3-b053-60f65c7132b4 | no_churn | 0.009356 | 0 | no_churn | -0.049903 | -0.003517 | -0.002951 | -0.028942 | -0.033956 | -0.113721 | -0.016055 | -0.01798 | Male | 71 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
71 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | b57999d7-bace-412d-a64e-88baeecc6d6c | no_churn | 0.00194 | 0 | no_churn | -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 | Female | 23 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
5 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2a6b1c00-2898-43c1-bf4a-455d8c80a2fb | no_churn | 0.439593 | 0 | no_churn | 0.197811 | -0.012486 | 0.116927 | 0.031746 | -0.02256 | 0.109993 | -0.024301 | -0.009584 | Female | 34 | No | No | Employed | Suburban | Master | 1,671,688,800 |
26 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 15ede936-996d-405b-9207-8f734235ee7a | no_churn | 0.08682 | 0 | no_churn | -0.009971 | -0.00288 | 0.040938 | -0.000824 | -0.007297 | -0.150257 | -0.013394 | -0.015063 | Female | 74 | No | No | Employed | Suburban | College | 1,671,688,800 |
60 | Yes | Yes | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 0360b400-6493-4591-933c-382704d58000 | no_churn | 0.006937 | 0 | no_churn | -0.036711 | -0.003538 | -0.013315 | -0.03526 | -0.010408 | -0.141394 | -0.014572 | -0.013829 | Female | 25 | Yes | Yes | Employed | Urban | College | 1,671,688,800 |
1 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ecd62a6c-42d1-4b32-9d1e-dd0dce24a40e | churn | 0.612621 | 1 | churn | 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 | Male | 24 | Yes | No | Unemployed | Rural | Bachelor | 1,671,688,800 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 45c74f15-8134-4b7d-806e-dac1eeb2dedc | no_churn | 0.198281 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 39 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
6 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0cc7ab7b-c706-4516-a37e-226e978c198d | no_churn | 0.256671 | 0 | no_churn | -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 | Female | 51 | No | Yes | Retired | Suburban | Master | 1,671,688,800 |
38 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 32bff9ea-9fc8-499a-bc72-b43e010adb88 | churn | 0.184207 | 1 | churn | -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 | Female | 69 | No | Yes | Unemployed | Rural | Master | 1,671,688,800 |
8 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 51f375a3-0889-41a1-80c9-5f00be49f9cb | churn | 0.206629 | 1 | churn | -0.033422 | 0.02942 | 0.009027 | -0.054485 | -0.202914 | 0.0556 | -0.026206 | -0.036046 | Male | 57 | No | No | Unemployed | Suburban | College | 1,671,688,800 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a1ffd11e-c6b0-439b-a950-6d09bce7e39f | churn | 0.603475 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Female | 25 | No | Yes | Employed | Urban | Master | 1,671,688,800 |
69 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | cbab3ce4-7fab-45d4-bcaf-3af6ec31aeca | no_churn | 0.012011 | 0 | no_churn | -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 | Female | 33 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
14 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 05c37bfd-bd90-4e26-adac-1e3ec41d1c6f | no_churn | 0.077255 | 0 | no_churn | -0.018983 | -0.007168 | -0.015551 | 0.018069 | -0.014305 | 0.064894 | -0.022685 | -0.035939 | Female | 28 | No | Yes | Disabled | Rural | College | 1,671,688,800 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ce981c4d-1884-4f8c-9ba6-93bb32b923c4 | no_churn | 0.60387 | 0 | no_churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Male | 50 | Yes | No | Disabled | Suburban | College | 1,671,688,800 |
19 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 9fabaea0-e164-4418-92b9-688ed190e738 | no_churn | 0.106532 | 0 | no_churn | 0.013483 | -0.003752 | -0.034185 | 0.01759 | 0.007371 | -0.15245 | -0.020584 | -0.020833 | Female | 26 | No | Yes | Employed | Rural | Bachelor | 1,671,688,800 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f6a045bf-3717-4198-b76b-1f799bff8d1e | no_churn | 0.051305 | 0 | no_churn | -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 | Female | 71 | Yes | Yes | Unemployed | Suburban | College | 1,671,688,800 |
71 | Yes | Yes | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 0a148127-b8f9-4cd3-8723-a3d1b9d87db2 | no_churn | 0.002468 | 0 | no_churn | -0.075988 | -0.003154 | -0.001914 | -0.033141 | 0.004669 | -0.116725 | -0.018831 | -0.023941 | Female | 26 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
39 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 49a24006-169c-4b40-8cd7-eaa1c7d488a2 | no_churn | 0.009674 | 0 | no_churn | -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 | Female | 23 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | d48a7ced-803d-437d-abd1-354b69bb9ee0 | no_churn | 0.014148 | 0 | no_churn | -0.011701 | -0.00394 | 0.009863 | -0.024807 | 0.019744 | -0.190122 | -0.026881 | -0.031182 | Male | 44 | Yes | Yes | Unemployed | Suburban | College | 1,671,688,800 |
58 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | 2d613eea-2daa-4fb3-b6b2-abbfca50ae3d | no_churn | 0.029393 | 0 | no_churn | -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 | Male | 35 | No | No | Employed | Suburban | Master | 1,671,688,800 |
13 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 478750b5-84d0-484c-9c4f-8377e40653fc | no_churn | 0.058281 | 0 | no_churn | -0.04746 | -0.007194 | -0.038528 | -0.042628 | -0.025401 | -0.050896 | -0.023794 | -0.033125 | Female | 71 | No | No | Employed | Suburban | College | 1,671,688,800 |
9 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | dfabe8fe-4f70-474d-a135-3f4390df8861 | no_churn | 0.030207 | 0 | no_churn | 0.006747 | -0.008545 | -0.018404 | -0.000257 | -0.021369 | -0.142364 | -0.025507 | -0.042661 | Female | 71 | No | Yes | Medical Leave | Urban | Bachelor | 1,671,688,800 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0f795e59-71fc-4e4f-8ec9-c54eebef2770 | no_churn | 0.145601 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Female | 50 | No | No | Medical Leave | Rural | College | 1,671,688,800 |
13 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 141f3bbf-9ebc-4951-9bf0-b7b2f6d82bec | no_churn | 0.009009 | 0 | no_churn | -0.022355 | -0.00572 | -0.021105 | -0.035313 | -0.030662 | -0.113543 | -0.018917 | -0.021412 | Male | 47 | No | Yes | Unemployed | Rural | College | 1,671,688,800 |
16 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | cf4078cc-211f-487d-a2a9-b3bc5f282c5e | no_churn | 0.053539 | 0 | no_churn | 0.009115 | -0.004192 | -0.030909 | -0.016301 | -0.031971 | -0.143702 | -0.022294 | -0.028773 | Male | 77 | No | No | Unemployed | Rural | High School or Below | 1,671,688,800 |
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