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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0a930452-e9ee-42f0-860e-980bac5d80ba | no_churn | 0.161889 | 0 | no_churn | 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 | Male | 23 | No | Yes | Employed | Rural | College | 1,671,429,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | ce3b7438-1850-4778-a59e-15db37ac9904 | no_churn | 0.002468 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Male | 60 | No | No | Medical Leave | Urban | Master | 1,671,429,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 978f5da1-5799-4c1b-93dc-aa749ef7966f | no_churn | 0.002231 | 0 | no_churn | -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 | Female | 63 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
23 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 4a4ac97a-1399-48bf-9519-35ae0a639b8c | no_churn | 0.029615 | 0 | no_churn | -0.091721 | -0.004132 | -0.016009 | -0.024536 | 0.007563 | -0.059036 | -0.030089 | -0.051065 | Male | 55 | No | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
13 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | cb85f32d-5140-47d0-a221-445f879489ed | no_churn | 0.126733 | 0 | no_churn | -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 | Male | 63 | No | Yes | Medical Leave | Rural | Master | 1,671,429,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0bebbed5-44cc-490b-a035-8e6c597b5f9b | no_churn | 0.360491 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 29 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
7 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a9f6b189-293c-4181-81c8-e799a21cf18a | no_churn | 0.105236 | 0 | no_churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Female | 62 | No | No | Unemployed | Suburban | Bachelor | 1,671,429,600 |
66 | Yes | Yes | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 38f71d68-1b7a-4550-acc5-e24f0bdf2150 | no_churn | 0.013271 | 0 | no_churn | -0.031651 | -0.00413 | 0.010948 | -0.038483 | 0.005476 | -0.10716 | -0.039399 | -0.064627 | Female | 62 | Yes | Yes | Employed | Rural | High School or Below | 1,671,429,600 |
17 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | 7b11695f-58fe-45ac-bea2-0d1d4483bd9e | no_churn | 0.04781 | 0 | no_churn | -0.000005 | -0.00364 | -0.021565 | -0.044962 | 0.001041 | -0.129864 | -0.026305 | -0.043727 | Male | 71 | No | No | Employed | Rural | High School or Below | 1,671,429,600 |
8 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ca19dd9b-3ee3-4759-98b4-97f8b8416a29 | no_churn | 0.184598 | 0 | no_churn | 0.01797 | -0.015224 | -0.064212 | -0.098349 | 0.021045 | 0.062597 | -0.065692 | -0.067161 | Male | 26 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
26 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 95026031-eee0-449a-8602-18520a1fb93f | no_churn | 0.142134 | 0 | no_churn | -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 | Female | 65 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
4 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 83801c01-40e6-4e00-ae14-23491a9e227d | no_churn | 0.036789 | 0 | no_churn | 0.014351 | -0.005503 | -0.032289 | -0.054698 | -0.004295 | -0.10592 | -0.039461 | -0.041212 | Female | 27 | No | Yes | Retired | Suburban | Bachelor | 1,671,429,600 |
70 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e50d7442-c427-488f-bd76-2c49af6731e5 | no_churn | 0.003783 | 0 | no_churn | -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 | Male | 40 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
19 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | be0474ad-18d5-44aa-9462-4a3e12a5c043 | no_churn | 0.195663 | 0 | no_churn | -0.009652 | -0.004638 | -0.002812 | -0.090339 | -0.037542 | 0.052819 | -0.039349 | -0.047514 | Male | 24 | No | Yes | Employed | Urban | College | 1,671,429,600 |
54 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 63877fe0-2e83-4475-aa0b-bfe4584f3d08 | no_churn | 0.029208 | 0 | no_churn | 0.015339 | -0.004994 | -0.031961 | 0.010941 | 0.045364 | -0.141653 | -0.034131 | -0.047931 | Female | 70 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
48 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | ba09f1ae-95a2-45a7-a0fb-e88e0f30a628 | no_churn | 0.010061 | 0 | no_churn | -0.0481 | -0.003278 | 0.006304 | -0.063686 | 0.011639 | -0.119663 | -0.025651 | -0.026592 | Female | 24 | Yes | Yes | Retired | Suburban | College | 1,671,429,600 |
15 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | d459ecdc-fbab-4db6-b86d-bbd3bebb1e9b | no_churn | 0.045198 | 0 | no_churn | 0.02961 | -0.005158 | -0.040429 | -0.013784 | 0.020824 | -0.199854 | -0.029829 | -0.030407 | Female | 38 | No | Yes | Unemployed | Suburban | Doctor | 1,671,429,600 |
33 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 13b2831b-baf9-4415-892c-71edb4dd1b8e | no_churn | 0.006711 | 0 | no_churn | -0.019951 | -0.003121 | -0.075856 | -0.042598 | 0.024421 | -0.087536 | -0.02774 | -0.036645 | Female | 29 | No | Yes | Disabled | Suburban | Bachelor | 1,671,429,600 |
20 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 51f3f6e9-10e0-4299-a24f-4f56bb828a5e | no_churn | 0.045922 | 0 | no_churn | -0.067979 | -0.009782 | -0.041635 | -0.07852 | 0.004013 | 0.042364 | -0.045368 | -0.07212 | Female | 47 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 373829ec-5690-402a-a521-700776db96e5 | no_churn | 0.005494 | 0 | no_churn | -0.06761 | -0.003872 | 0.003077 | -0.032231 | 0.00496 | -0.127746 | -0.021033 | -0.024571 | Male | 76 | No | No | Employed | Suburban | College | 1,671,429,600 |
27 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e6210f97-6347-427c-a068-388fef3019da | no_churn | 0.011123 | 0 | no_churn | -0.037795 | -0.005557 | -0.016821 | -0.029162 | 0.012219 | -0.103163 | -0.041826 | -0.046921 | Male | 22 | No | Yes | Employed | Rural | High School or Below | 1,671,429,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b208e241-c4f0-4847-8ad8-026b398e1f3f | churn | 0.553562 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 54 | Yes | No | Employed | Rural | Master | 1,671,429,600 |
8 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | b8cc77cb-0065-4944-a330-f8c25f07eb04 | no_churn | 0.008256 | 0 | no_churn | 0.032914 | -0.006524 | -0.002051 | -0.029004 | 0.021123 | -0.204432 | -0.030527 | -0.040525 | Male | 24 | Yes | Yes | Employed | Urban | College | 1,671,429,600 |
35 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 2c9c98be-34f9-4348-b8af-ba026f4d3bb7 | no_churn | 0.00788 | 0 | no_churn | -0.007847 | -0.002405 | 0.004119 | -0.029587 | 0.031047 | -0.194361 | -0.026236 | -0.043756 | Male | 31 | Yes | Yes | Employed | Suburban | College | 1,671,429,600 |
39 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | f78e9cf9-c282-4155-972b-38cda777d6c0 | no_churn | 0.008232 | 0 | no_churn | -0.017629 | -0.005662 | -0.007846 | -0.069692 | 0.005259 | -0.11219 | -0.024068 | -0.037199 | Male | 35 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
65 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | b93bea83-bb43-4f57-87b5-6208438d2255 | no_churn | 0.136763 | 0 | no_churn | -0.083685 | -0.001929 | 0.036595 | 0.041234 | 0.09275 | 0.057055 | 0.038193 | 0.080762 | Male | 29 | No | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
35 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | e34ba594-e6af-4f62-a983-e0b109869a5b | no_churn | 0.59831 | 0 | no_churn | 0.01279 | -0.000064 | 0.049103 | 0.06382 | 0.130089 | 0.089988 | 0.092401 | 0.102846 | Female | 20 | No | Yes | Employed | Urban | College | 1,671,429,600 |
43 | Yes | Yes | High Speed | Web_Chat_Support | Two year | <50hrs | Active | 6346274b-c295-4dfb-837e-f82a8b971eb7 | churn | 0.139238 | 1 | churn | -0.056516 | -0.002499 | 0.003231 | -0.043667 | 0.042636 | -0.126543 | 0.021126 | 0.053206 | Female | 22 | No | No | Employed | Rural | College | 1,671,429,600 |
32 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | e5e56402-e35a-4f98-867a-e1c86fd2ea53 | no_churn | 0.450477 | 0 | no_churn | -0.147396 | -0.003228 | -0.06723 | -0.021873 | -0.018871 | 0.053282 | 0.01321 | 0.066124 | Male | 76 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,429,600 |
56 | Yes | Yes | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | f10299f1-e712-4c7b-8920-9feaf41e1eb7 | churn | 0.329034 | 1 | churn | -0.034129 | 0.000344 | 0.055017 | 0.085873 | 0.078959 | 0.016027 | 0.012019 | 0.034458 | Male | 69 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
41 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | d159d46d-fd28-40e1-8255-23a46ee533e5 | churn | 0.627718 | 1 | churn | -0.141259 | -0.007327 | 0.03543 | -0.102548 | 0.04785 | 0.033794 | -0.024463 | 0.028164 | Female | 48 | No | Yes | Disabled | Urban | Master | 1,671,429,600 |
22 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | b9aad74e-cf29-41e9-bc30-a95daac4b708 | churn | 0.733444 | 1 | churn | -0.027467 | -0.002435 | 0.088746 | 0.063673 | 0.082334 | 0.093104 | 0.076762 | 0.056257 | Male | 41 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
23 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 736e5f5f-0834-4cbf-8118-c3ebfbdf0c55 | no_churn | 0.415735 | 0 | no_churn | -0.22454 | -0.006803 | -0.103079 | -0.022575 | 0.057767 | 0.001837 | 0.012199 | 0.051167 | Female | 21 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
63 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Active | b8221ebe-2d30-4d43-a02f-4f09ef71350e | no_churn | 0.076539 | 0 | no_churn | -0.092033 | -0.002414 | -0.018926 | -0.006141 | 0.040843 | -0.213725 | 0.038622 | 0.044747 | Female | 28 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | One year | <80hrs | Active | d894d39f-1fd9-4160-9748-a11b4f501ab9 | churn | 0.276896 | 1 | churn | -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 | Male | 50 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
66 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 91ce7948-68e4-4a14-ac3b-6d3a288c03a6 | churn | 0.348602 | 1 | churn | -0.054591 | -0.002744 | -0.024345 | 0.03579 | 0.084484 | 0.083014 | 0.014621 | 0.079745 | Female | 35 | No | No | Retired | Suburban | College | 1,671,429,600 |
1 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | a6d872a3-3f06-4cf4-b9e2-c472bf030a26 | churn | 0.939978 | 1 | churn | 0.206704 | -0.003067 | 0.027416 | -0.009989 | 0.084275 | 0.175565 | 0.117985 | 0.132085 | Male | 66 | No | Yes | Disabled | Rural | High School or Below | 1,671,429,600 |
48 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | <80hrs | Active | 6d71ed46-68af-4628-a253-7b72246e8bd3 | no_churn | 0.265433 | 0 | no_churn | 0.039374 | -0.001217 | 0.006774 | 0.030501 | 0.129902 | 0.053454 | 0.133701 | 0.098486 | Female | 78 | No | Yes | Employed | Urban | Bachelor | 1,671,429,600 |
46 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | fabed58b-22ec-4a5c-9162-0d1d3e54bda1 | no_churn | 0.252075 | 0 | no_churn | -0.128533 | -0.006329 | 0.000361 | -0.019559 | 0.023058 | -0.107765 | -0.033021 | 0.052761 | Male | 50 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
50 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | <50hrs | Active | 5a669fec-f55e-4f49-ad7c-bbce4560c99c | no_churn | 0.113572 | 0 | no_churn | -0.084639 | -0.00118 | 0.003267 | -0.025849 | -0.017177 | -0.155714 | 0.02036 | 0.051906 | Female | 78 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
36 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | c75e5c47-6ae4-4bcb-9e68-9c740eca39f5 | churn | 0.557617 | 1 | churn | -0.184636 | -0.004851 | 0.060429 | -0.115022 | 0.012335 | 0.080303 | 0.042976 | 0.018773 | Female | 63 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
13 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 0b4ffe5c-95be-48eb-9ff8-2c38bce2fe1f | churn | 0.696481 | 1 | churn | 0.115684 | -0.002866 | 0.095916 | -0.0073 | 0.16037 | 0.137687 | 0.094215 | 0.113934 | Male | 44 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
71 | Yes | Yes | High Speed | Web_Chat_Support | One year | <80hrs | Active | 220fe8dc-e2c3-400b-8f86-b1b4facedd3d | no_churn | 0.07757 | 0 | no_churn | -0.156268 | -0.003138 | 0.009885 | 0.000126 | 0.020717 | -0.144703 | -0.008907 | 0.049945 | Male | 21 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | <50hrs | Active | 1f4f196c-c11f-4f3a-bee8-08dc46dbde3e | no_churn | 0.017424 | 0 | no_churn | -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 | Female | 42 | Yes | Yes | Employed | Rural | High School or Below | 1,671,429,600 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 7f74db6b-1bba-4ccd-9520-8bee0a12b2e1 | churn | 0.735076 | 1 | churn | 0.235255 | -0.002377 | -0.049393 | 0.129347 | 0.039354 | 0.126348 | 0.02927 | 0.055992 | Male | 50 | Yes | No | Unemployed | Suburban | Master | 1,671,429,600 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 98bebffe-42b6-4d7d-ae55-b9a77bc28146 | churn | 0.785174 | 1 | churn | 0.102516 | -0.004564 | 0.019903 | -0.014732 | 0.081907 | 0.119982 | 0.058602 | 0.007956 | Male | 77 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
44 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 6f83d6f2-fd9e-4161-8ffc-3dc869b79724 | no_churn | 0.231736 | 0 | no_churn | -0.122912 | -0.004853 | 0.091513 | 0.093238 | 0.073497 | 0.057494 | 0.026336 | 0.061329 | Male | 69 | No | No | Employed | Suburban | Master | 1,671,429,600 |
26 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 63c10201-980e-4781-a965-d55e15006d67 | no_churn | 0.505822 | 0 | no_churn | 0.009501 | -0.003063 | 0.131315 | 0.015172 | 0.086889 | 0.067495 | 0.095973 | 0.083159 | Female | 39 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
30 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | cfe3beb2-6596-4fd8-8e57-0ced588fdcef | churn | 0.645663 | 1 | churn | 0.04701 | -0.002928 | 0.13093 | 0.120321 | 0.04833 | 0.134388 | 0.170545 | 0.062377 | Male | 62 | No | No | Employed | Suburban | College | 1,671,429,600 |
58 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | b90af42c-8218-4637-a718-c4fea04fafbb | no_churn | 0.529787 | 0 | no_churn | -0.014054 | -0.002721 | 0.135951 | 0.11932 | 0.128005 | 0.089562 | 0.143154 | 0.131756 | Female | 41 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
14 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 92bdd029-630d-4e7a-a5b5-004f10ad9297 | no_churn | 0.679235 | 0 | no_churn | 0.071493 | -0.004643 | 0.085109 | -0.007228 | 0.09021 | 0.092796 | 0.060982 | 0.062113 | Female | 22 | Yes | No | Employed | Suburban | College | 1,671,429,600 |
21 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 172b6229-f6ad-4940-a341-8f928fc18c25 | no_churn | 0.440043 | 0 | no_churn | -0.108362 | -0.00354 | 0.046847 | -0.029748 | -0.016519 | 0.074125 | -0.040676 | 0.032998 | Female | 71 | No | No | Medical Leave | Rural | High School or Below | 1,671,429,600 |
60 | Yes | No | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | d847ad94-5a33-4ff5-8034-675e39a7902d | no_churn | 0.206024 | 0 | no_churn | -0.01983 | -0.001475 | 0.014828 | -0.023979 | 0.01537 | -0.061932 | 0.056949 | 0.002043 | Female | 62 | Yes | Yes | Employed | Suburban | College | 1,671,429,600 |
33 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | f2368668-e750-45db-a4a6-7f19526716b1 | churn | 0.608417 | 1 | churn | -0.19041 | -0.00241 | 0.042783 | -0.060887 | 0.005791 | 0.048265 | -0.05612 | -0.043183 | Male | 40 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | bdc2f2f3-4db9-418b-b272-08af2cda1b0e | churn | 0.24828 | 0 | no_churn | -0.208797 | -0.003802 | -0.000421 | 0.006338 | 0.040726 | 0.017149 | -0.015152 | 0.024931 | Female | 63 | No | No | Employed | Urban | Bachelor | 1,671,429,600 |
37 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | dd6aa193-4f06-4e75-9ed9-194b0be689b1 | churn | 0.645199 | 1 | churn | 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 | Female | 75 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
33 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1a97946b-610f-469d-8622-0bf1dd1fe386 | no_churn | 0.24592 | 0 | no_churn | -0.19041 | -0.00241 | 0.042783 | -0.060887 | 0.005791 | 0.048265 | -0.05612 | -0.043183 | Female | 69 | No | Yes | Employed | Urban | High School or Below | 1,671,429,600 |
23 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 8caf6fd1-b273-4566-b93e-71003b7abd74 | no_churn | 0.69175 | 0 | no_churn | -0.170431 | -0.004973 | 0.084282 | -0.079176 | 0.004166 | 0.011862 | 0.006861 | -0.01995 | Female | 44 | Yes | No | Employed | Suburban | Bachelor | 1,671,429,600 |
45 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | e3e08048-972b-4199-9f42-bfd51f806fdc | no_churn | 0.286812 | 0 | no_churn | -0.16902 | -0.002002 | 0.036567 | -0.019355 | -0.01249 | -0.067971 | 0.044092 | 0.049606 | Male | 63 | No | No | Unemployed | Suburban | Master | 1,671,429,600 |
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 8d4ee1ba-5571-40a9-822b-fe61f00780bb | churn | 0.466961 | 1 | churn | 0.057217 | -0.001518 | 0.035491 | 0.04371 | 0.039156 | 0.14208 | 0.112565 | 0.055843 | Male | 45 | No | No | Employed | Suburban | College | 1,671,429,600 |
37 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | b4f88ab4-fe74-49dc-998f-824bb16db5f3 | no_churn | 0.480155 | 0 | no_churn | -0.102233 | -0.005228 | 0.088249 | 0.068391 | 0.046942 | 0.085654 | -0.003465 | 0.024707 | Male | 39 | Yes | No | Disabled | Suburban | High School or Below | 1,671,429,600 |
43 | Yes | No | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | 08254f29-0dec-4000-baa5-02bceaf8bee2 | no_churn | 0.270215 | 0 | no_churn | -0.090984 | -0.002039 | -0.028337 | -0.003489 | -0.060012 | -0.119182 | 0.007507 | 0.03751 | Male | 80 | Yes | Yes | Medical Leave | Suburban | Bachelor | 1,671,429,600 |
54 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | a22c6da2-22a8-4d2f-8457-121aadd8c48b | no_churn | 0.200958 | 0 | no_churn | -0.092003 | -0.002671 | -0.120013 | -0.051303 | 0.015746 | -0.070228 | 0.024543 | 0.036903 | Male | 72 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
23 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | f6d3589d-3fc8-4e6b-a42b-306ccee17a26 | no_churn | 0.304483 | 0 | no_churn | -0.043234 | -0.003659 | 0.039746 | 0.096287 | 0.080252 | 0.110665 | 0.201584 | 0.086762 | Female | 39 | No | Yes | Unemployed | Rural | High School or Below | 1,671,429,600 |
59 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | b7489e54-314d-4291-a80c-912b67588233 | no_churn | 0.269204 | 0 | no_churn | -0.01397 | -0.001827 | 0.050967 | 0.037094 | 0.124618 | 0.107421 | 0.232747 | 0.103924 | Female | 74 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
25 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 39da370c-6a94-41a2-abdd-a61a9a3ee768 | churn | 0.607487 | 1 | churn | 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 | Female | 41 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
7 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 335d590f-98a1-440d-b104-1b439dca50b8 | churn | 0.534184 | 1 | churn | 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 | Male | 70 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 510b3284-bba5-42d8-932c-5136e7882d60 | no_churn | 0.342153 | 0 | no_churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Female | 51 | No | Yes | Retired | Suburban | Master | 1,671,429,600 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 36dd9ddc-1775-4435-9797-b35012b9b441 | churn | 0.790535 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Male | 76 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8aa95281-4df9-46b2-9c12-b3bfe16519fa | no_churn | 0.410216 | 0 | no_churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Female | 70 | No | No | Unemployed | Suburban | College | 1,671,429,600 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2a09b3d8-2956-4f45-be7c-58d8c8576224 | no_churn | 0.470775 | 0 | no_churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Male | 46 | No | Yes | Unemployed | Suburban | Doctor | 1,671,429,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f91b314d-5769-43d0-bf87-bdb297217e6f | churn | 0.852253 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 22 | Yes | No | Employed | Urban | Bachelor | 1,671,429,600 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7a9853b2-e8c1-4faf-89ce-8a44d6934776 | churn | 0.368828 | 1 | churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Male | 22 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
37 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 48937f46-45c8-4d7b-9619-91eab73efd11 | no_churn | 0.28254 | 0 | no_churn | -0.128372 | -0.010711 | -0.079002 | 0.070656 | -0.050393 | 0.052284 | -0.010449 | -0.008066 | Male | 64 | No | Yes | Disabled | Suburban | High School or Below | 1,671,429,600 |
50 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b5ee500c-a27e-4465-ae54-a5d8386f2024 | no_churn | 0.221303 | 0 | no_churn | -0.006659 | -0.000813 | -0.071874 | 0.112656 | 0.083913 | 0.09474 | -0.006641 | 0.003151 | Male | 72 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,429,600 |
53 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | be774a7e-a1e5-4af7-a8ee-c8bbf14a66b1 | no_churn | 0.158081 | 0 | no_churn | -0.088963 | -0.002233 | 0.084674 | 0.03794 | 0.084933 | 0.087957 | -0.015998 | -0.045835 | Male | 65 | No | Yes | Employed | Suburban | High School or Below | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d6357ff2-2452-4f74-a706-65bc4051aff2 | churn | 0.818125 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 48 | No | Yes | Employed | Suburban | Master | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 04bfa103-2ac9-4f2a-907f-9447ffc2e724 | churn | 0.791425 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 77 | Yes | No | Retired | Suburban | High School or Below | 1,671,429,600 |
8 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5c77b6aa-ae3a-4dbf-addd-dcc2b6c485c3 | no_churn | 0.354339 | 0 | no_churn | 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 | Male | 70 | No | No | Employed | Suburban | High School or Below | 1,671,429,600 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6610f551-efc3-44ec-8471-7838b8d12a11 | churn | 0.822304 | 1 | churn | 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 | Male | 78 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | af4a8a26-7c80-48e6-a07a-d110b83af18f | churn | 0.834601 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 77 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0afccaac-b83a-4c7b-93d1-50bf4d231d02 | no_churn | 0.578146 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Male | 45 | No | No | Employed | Suburban | Master | 1,671,429,600 |
70 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | f2e73bbd-3792-4aa1-83af-e384ec12282e | no_churn | 0.131382 | 0 | no_churn | -0.124174 | -0.003303 | 0.007934 | 0.023704 | -0.021309 | -0.106866 | -0.015208 | -0.029803 | Female | 65 | No | Yes | Unemployed | Suburban | College | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9b08dafe-f00a-43da-a943-2c359d90465d | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 36 | No | No | Disabled | Suburban | College | 1,671,429,600 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d54cbc0d-43e9-46d3-a9bb-9b9351dbfd58 | no_churn | 0.441739 | 0 | no_churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Female | 24 | Yes | Yes | Medical Leave | Rural | College | 1,671,429,600 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3e31e05e-dd1b-4701-ba40-d31873429772 | churn | 0.516935 | 1 | churn | -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 | Male | 38 | Yes | Yes | Unemployed | Suburban | College | 1,671,429,600 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 765e5b3b-c28a-4386-8d08-d930ab3b41f0 | churn | 0.72852 | 1 | churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Male | 59 | No | No | Employed | Rural | Bachelor | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 243862f0-7906-4819-8f51-383a45ffd110 | no_churn | 0.878255 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 65 | Yes | No | Retired | Urban | College | 1,671,429,600 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e6397aa7-280f-46f8-870b-5bb80f779b71 | no_churn | 0.269484 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 68 | No | Yes | Employed | Suburban | Bachelor | 1,671,429,600 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6ce79d8e-5b02-4408-82a2-38dcf515b8f4 | churn | 0.770533 | 1 | churn | 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 | Female | 35 | Yes | No | Retired | Suburban | Master | 1,671,429,600 |
58 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 629d5338-c8f4-42c7-9e5d-4529da24c435 | no_churn | 0.248372 | 0 | no_churn | -0.180109 | -0.004898 | -0.018247 | 0.039849 | 0.02744 | 0.04244 | -0.021465 | -0.024036 | Female | 33 | No | No | Disabled | Rural | College | 1,671,429,600 |
26 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 66a5ef01-f82b-4e8f-a037-d7ad4587e958 | churn | 0.398679 | 1 | churn | -0.089947 | -0.00289 | 0.060129 | 0.112927 | 0.005376 | 0.093745 | -0.009021 | -0.048384 | Male | 27 | No | Yes | Employed | Suburban | College | 1,671,429,600 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | d97fb48a-7274-434c-8576-ac4dec015c2a | no_churn | 0.019582 | 0 | no_churn | -0.108396 | -0.002992 | 0.008557 | 0.032295 | -0.008058 | -0.140239 | -0.022186 | -0.028006 | Female | 67 | No | Yes | Unemployed | Urban | College | 1,671,429,600 |
46 | Yes | No | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | c9945b07-2fd1-4106-ba79-c5a3c9ee7bec | no_churn | 0.101373 | 0 | no_churn | -0.116202 | -0.007627 | -0.011206 | -0.001051 | -0.005752 | -0.083503 | -0.022014 | -0.021671 | Male | 71 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,429,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | a90804a8-7d92-4e48-bd11-2ebdfe984c78 | no_churn | 0.004411 | 0 | no_churn | -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 | Male | 58 | Yes | No | Employed | Suburban | High School or Below | 1,671,429,600 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ce9f942e-66f1-4c7d-9f95-996384108820 | churn | 0.804031 | 1 | churn | 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 | Female | 51 | No | No | Employed | Suburban | Bachelor | 1,671,429,600 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a9434780-0e6c-4b21-88bc-dd15209b6613 | no_churn | 0.567912 | 0 | no_churn | 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 | Male | 78 | No | Yes | Unemployed | Suburban | Master | 1,671,429,600 |
43 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a079d766-0ae0-4af4-a5cd-0c81c414c2cf | churn | 0.489927 | 1 | churn | -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 | Male | 64 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,429,600 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c6137fce-c5fa-4f37-a308-a2299a7449af | no_churn | 0.312787 | 0 | no_churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Male | 23 | No | No | Employed | Urban | College | 1,671,429,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7b2f39cb-48d1-48bc-a751-c7a60d23eaad | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 67 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,429,600 |
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