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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c8aa7cfd-d744-43f1-a4b6-866418bd1efe | no_churn | 0.137915 | 0 | no_churn | 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 | Female | 56 | No | No | Retired | Rural | College | 1,672,293,600 |
50 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 95ffb989-0ce9-470a-b792-a943b4c47c77 | no_churn | 0.009335 | 0 | no_churn | -0.050355 | -0.003298 | -0.018026 | -0.030362 | -0.037993 | -0.1009 | -0.013846 | -0.014245 | Female | 35 | No | Yes | Unemployed | Urban | College | 1,672,293,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 780376cb-d7c7-47b7-8807-d1f8a821fd56 | no_churn | 0.516349 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 53 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,293,600 |
53 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 87b0e6b4-2542-4379-a6f4-de2afd9972c9 | no_churn | 0.014425 | 0 | no_churn | -0.053428 | -0.003286 | -0.013798 | -0.013882 | -0.057747 | -0.090208 | -0.011739 | -0.015938 | Male | 58 | No | Yes | Employed | Rural | High School or Below | 1,672,293,600 |
52 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 047a0d9a-d8c9-44f5-a48d-c7e6b7f0b455 | no_churn | 0.005847 | 0 | no_churn | -0.064851 | -0.003418 | 0.002731 | -0.017839 | -0.045941 | -0.11246 | -0.013625 | -0.013623 | Female | 29 | Yes | No | Employed | Rural | Bachelor | 1,672,293,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 90ce9ab8-88d9-4091-a68c-c95bf2e8ca48 | no_churn | 0.602341 | 0 | no_churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 49 | No | No | Employed | Suburban | Bachelor | 1,672,293,600 |
61 | Yes | Yes | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 736978a2-77c7-43a2-bda9-b2b1e8214075 | no_churn | 0.018596 | 0 | no_churn | -0.060077 | -0.003107 | -0.005001 | -0.032915 | 0.000146 | -0.117071 | -0.027014 | -0.023987 | Female | 51 | No | Yes | Medical Leave | Suburban | College | 1,672,293,600 |
58 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 71ee4a77-e330-4ce2-99dd-995ab15df789 | no_churn | 0.09747 | 0 | no_churn | -0.118245 | -0.006217 | -0.019523 | -0.049789 | 0.007823 | 0.032198 | -0.046476 | -0.048796 | Male | 56 | No | No | Employed | Suburban | College | 1,672,293,600 |
13 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5b3491b3-ab15-40aa-b962-8483110a302c | no_churn | 0.194924 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Male | 71 | No | Yes | Employed | Suburban | College | 1,672,293,600 |
15 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 660096e4-75b6-45bb-8ee5-86135c36aad9 | churn | 0.317146 | 1 | churn | 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 | Male | 68 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
2 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d0231afa-c05f-4bbc-8294-9227f1432c03 | no_churn | 0.504089 | 0 | no_churn | 0.196741 | 0.041363 | 0.010664 | -0.070093 | -0.108068 | 0.123315 | -0.042907 | -0.038338 | Male | 36 | Yes | No | Employed | Suburban | High School or Below | 1,672,293,600 |
20 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8a1c2807-fd43-4ed7-b676-26c914bef538 | no_churn | 0.046669 | 0 | no_churn | -0.067979 | -0.009782 | -0.041635 | -0.07852 | 0.004013 | 0.042364 | -0.045368 | -0.07212 | Male | 58 | Yes | No | Medical Leave | Suburban | Doctor | 1,672,293,600 |
68 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 67cd1e27-ec52-47bd-a43d-ebce70db00b6 | no_churn | 0.003779 | 0 | no_churn | -0.061573 | -0.003742 | -0.005933 | -0.024895 | -0.029464 | -0.112018 | -0.013511 | -0.01789 | Male | 75 | No | Yes | Employed | Rural | College | 1,672,293,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 9f7a42ed-44d3-4d99-b76d-7ad1c87849ff | no_churn | 0.00275 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Male | 23 | No | No | Employed | Rural | Doctor | 1,672,293,600 |
35 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6868a65f-efb6-4ff5-9972-dd33b9834c00 | no_churn | 0.1302 | 0 | no_churn | -0.04268 | -0.006986 | 0.035586 | -0.059851 | -0.016701 | 0.05225 | -0.034311 | -0.009071 | Male | 55 | No | Yes | Employed | Rural | Bachelor | 1,672,293,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4e12dae9-225f-4992-a578-188b6c1f7413 | churn | 0.657062 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 66 | No | No | Unemployed | Suburban | College | 1,672,293,600 |
69 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 07d45897-2cde-4b87-986d-4125de009b2f | no_churn | 0.010188 | 0 | no_churn | -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 | Female | 58 | No | Yes | Employed | Suburban | Master | 1,672,293,600 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 36c256d7-3e42-4863-8349-87660d99896e | churn | 0.727124 | 1 | churn | 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 | Male | 69 | No | No | Employed | Suburban | High School or Below | 1,672,293,600 |
4 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5bf0fc8b-11dc-4841-a1a5-6bd38f674082 | no_churn | 0.663429 | 0 | no_churn | 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 | Male | 41 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,293,600 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8b41f78d-3528-4f1d-8355-53b7e7fb0948 | churn | 0.552447 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 52 | Yes | No | Employed | Rural | Bachelor | 1,672,293,600 |
65 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d2e06c01-7e64-456e-b97d-fef805a5434b | no_churn | 0.051558 | 0 | no_churn | -0.085052 | -0.003651 | -0.018631 | -0.032751 | -0.008832 | 0.044846 | -0.038249 | -0.046706 | Male | 56 | Yes | No | Employed | Urban | Master | 1,672,293,600 |
53 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 792a3574-24c6-4b11-8e86-b40d7b185da4 | no_churn | 0.04727 | 0 | no_churn | -0.041599 | -0.003285 | -0.016755 | -0.008789 | -0.094988 | -0.041773 | -0.023188 | -0.038648 | Female | 33 | No | No | Employed | Urban | High School or Below | 1,672,293,600 |
36 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | cb39f796-b6cc-450c-baf9-24f0272ea454 | churn | 0.034811 | 0 | no_churn | -0.024511 | 0.053716 | 0.030802 | -0.059149 | 0.045944 | -0.183599 | -0.001305 | -0.020925 | Male | 54 | Yes | No | Employed | Suburban | College | 1,672,293,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 506acd1f-ba6e-47d2-a58b-8bdaa8d33d63 | no_churn | 0.577903 | 0 | no_churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 66 | No | No | Disabled | Rural | Doctor | 1,672,293,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1dbf43b3-523e-477e-889e-4d0c00ea4745 | no_churn | 0.290884 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 62 | No | Yes | Employed | Suburban | College | 1,672,293,600 |
10 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | cbf0327f-d622-4bbb-895d-0864dfffc291 | no_churn | 0.024982 | 0 | no_churn | -0.039302 | -0.008194 | -0.012491 | -0.042135 | -0.000877 | -0.083547 | -0.03321 | -0.049269 | Male | 32 | No | Yes | Disabled | Rural | College | 1,672,293,600 |
9 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8c10fe0c-16b6-4463-82fa-5356825b6c74 | no_churn | 0.106636 | 0 | no_churn | 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 | Male | 36 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
50 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | fb37addb-ed7e-42bc-a684-ce74f38185b1 | no_churn | 0.02395 | 0 | no_churn | -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 | Female | 39 | No | Yes | Employed | Suburban | Bachelor | 1,672,293,600 |
46 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 14d9428b-2a30-4a4e-bae0-ab33a183c3da | no_churn | 0.021142 | 0 | no_churn | -0.050274 | -0.0043 | -0.003521 | -0.070962 | -0.022981 | -0.09024 | -0.014663 | -0.012085 | Female | 63 | Yes | No | Unemployed | Urban | High School or Below | 1,672,293,600 |
18 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6441e84d-5bf6-41a0-a5c0-7b58fe4cb26a | churn | 0.306229 | 1 | churn | 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 | Female | 55 | No | Yes | Employed | Urban | Bachelor | 1,672,293,600 |
8 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c643497c-8076-4978-82ef-e354049be91b | no_churn | 0.30461 | 0 | no_churn | 0.082815 | 0.094983 | 0.04159 | -0.134071 | 0.049894 | 0.068109 | -0.029501 | -0.042844 | Female | 54 | Yes | No | Unemployed | Suburban | College | 1,672,293,600 |
51 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 914839b9-9922-4330-9d2b-90604e987d27 | no_churn | 0.00757 | 0 | no_churn | -0.06604 | -0.003405 | -0.019553 | -0.025088 | -0.033413 | -0.093139 | -0.013742 | -0.014646 | Female | 60 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
47 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 41478bb6-e4e7-4da3-8304-293a75962f4c | no_churn | 0.027372 | 0 | no_churn | 0.080046 | -0.002704 | 0.037844 | 0.075327 | 0.057121 | 0.035289 | -0.003372 | 0.001424 | Male | 68 | No | No | Medical Leave | Suburban | High School or Below | 1,672,293,600 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | bee5c083-bd09-4c1f-a25f-78755e132331 | no_churn | 0.347486 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 28 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
71 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 93acd7cc-9162-4df9-a2a6-3c471079edca | no_churn | 0.002098 | 0 | no_churn | -0.061977 | -0.003512 | -0.012638 | -0.020423 | -0.015405 | -0.130857 | -0.010778 | -0.013436 | Female | 29 | Yes | No | Disabled | Suburban | Bachelor | 1,672,293,600 |
21 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | caba962f-8ff7-4bd4-8de2-22a068ab90af | no_churn | 0.022195 | 0 | no_churn | -0.062874 | -0.00396 | -0.015622 | -0.040551 | 0.003694 | -0.07144 | -0.028967 | -0.049307 | Female | 49 | No | Yes | Employed | Suburban | Bachelor | 1,672,293,600 |
67 | No | No phone service | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 2ba4acf4-fafe-49d9-863b-61dbbcdc8c3a | no_churn | 0.011786 | 0 | no_churn | -0.078162 | 0.004797 | -0.000651 | -0.026896 | 0.00142 | -0.118686 | -0.024942 | -0.025906 | Male | 32 | Yes | Yes | Employed | Rural | Bachelor | 1,672,293,600 |
41 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | b336e484-5fb8-4333-a934-885c3ec252f1 | no_churn | 0.0358 | 0 | no_churn | 0.027739 | -0.000727 | 0.024738 | 0.037537 | 0.049974 | -0.137586 | -0.024462 | -0.036239 | Male | 64 | No | No | Employed | Suburban | College | 1,672,293,600 |
2 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5826ddf5-bbb3-4d96-89f6-307614efb95f | churn | 0.399463 | 1 | churn | 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 | Female | 70 | No | No | Medical Leave | Urban | Bachelor | 1,672,293,600 |
57 | Yes | Yes | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 6c54fa07-a49e-4bd4-9b1a-2066f6c51707 | no_churn | 0.088922 | 0 | no_churn | -0.053193 | -0.004793 | 0.002991 | -0.031994 | 0.00779 | -0.081045 | -0.048828 | -0.029954 | Female | 60 | No | No | Employed | Rural | College | 1,672,293,600 |
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4c6c2781-2c04-4ed2-a5dd-a92418ccdff1 | no_churn | 0.24239 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Male | 40 | No | Yes | Employed | Suburban | Bachelor | 1,672,293,600 |
72 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 6d8c4936-27e0-4303-8404-89c5d20b26f7 | no_churn | 0.002747 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 51 | No | Yes | Unemployed | Urban | High School or Below | 1,672,293,600 |
48 | No | No phone service | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 458a492d-6b87-4381-a716-3f0b5f96d518 | no_churn | 0.064277 | 0 | no_churn | 0.072659 | 0.126621 | 0.042728 | 0.032928 | 0.102594 | 0.02175 | -0.002422 | -0.005883 | Male | 71 | No | No | Employed | Suburban | College | 1,672,293,600 |
49 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 711c729a-1869-4671-aa04-f459df8a2c15 | no_churn | 0.021653 | 0 | no_churn | -0.059933 | -0.012288 | -0.038505 | -0.015449 | 0.013935 | -0.086427 | -0.025017 | -0.045342 | Male | 65 | Yes | No | Employed | Rural | Bachelor | 1,672,293,600 |
55 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 69aa7d60-ee9f-45aa-9f51-3932bc1c7f3b | no_churn | 0.063039 | 0 | no_churn | 0.054913 | -0.003486 | -0.000868 | 0.040493 | 0.071454 | -0.009944 | -0.014534 | -0.017055 | Male | 31 | No | No | Employed | Rural | Bachelor | 1,672,293,600 |
25 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 707aea75-33be-4103-82e8-5861463c487e | no_churn | 0.00846 | 0 | no_churn | -0.013744 | -0.005815 | -0.024232 | -0.038692 | 0.005225 | -0.108979 | -0.037127 | -0.045662 | Male | 20 | No | No | Employed | Urban | High School or Below | 1,672,293,600 |
8 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 40de08fe-03d1-4650-ae93-333616f3608b | no_churn | 0.15282 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Male | 54 | No | No | Unemployed | Urban | Bachelor | 1,672,293,600 |
34 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 6656c9d9-72e9-4260-a7ba-c7f708e4971b | no_churn | 0.007713 | 0 | no_churn | -0.023328 | -0.003155 | -0.061395 | -0.051375 | 0.022246 | -0.094277 | -0.021763 | -0.035979 | Male | 60 | Yes | Yes | Employed | Suburban | College | 1,672,293,600 |
70 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | bccdbd26-e297-4140-9882-5732edc5191e | no_churn | 0.008201 | 0 | no_churn | -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 | Female | 43 | No | No | Employed | Urban | Master | 1,672,293,600 |
13 | No | No phone service | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 599fa8af-45ab-4f14-9d7c-080b09ecb2ea | no_churn | 0.501184 | 0 | no_churn | 0.164532 | 0.153728 | 0.035778 | 0.101908 | 0.081734 | 0.100404 | -0.007251 | -0.02986 | Male | 75 | Yes | Yes | Unemployed | Urban | High School or Below | 1,672,293,600 |
2 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c3ecf4c6-9689-4880-91c3-6d44a77da6ea | no_churn | 0.145214 | 0 | no_churn | 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 | Female | 28 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,293,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8076e63e-c6c0-4173-817f-5ec240329100 | no_churn | 0.593046 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 69 | Yes | No | Unemployed | Urban | High School or Below | 1,672,293,600 |
10 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c6c778ac-c36b-4f3c-bdc4-f19905b88a8c | no_churn | 0.172162 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Female | 22 | No | Yes | Disabled | Rural | Bachelor | 1,672,293,600 |
13 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a6169d3b-26b9-44c0-9797-f4f5711af1aa | no_churn | 0.086933 | 0 | no_churn | -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 | Female | 34 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
4 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | bdc7c962-0801-41f1-b241-1dc740a25d6b | no_churn | 0.067193 | 0 | no_churn | 0.050989 | -0.003559 | 0.002578 | -0.042034 | -0.002389 | -0.145938 | -0.035105 | -0.039853 | Female | 74 | No | Yes | Employed | Suburban | Master | 1,672,293,600 |
5 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1ec48ff6-28f1-4f64-94d7-99a082870e84 | churn | 0.169013 | 1 | churn | 0.13856 | -0.004215 | -0.015113 | -0.046239 | 0.057747 | 0.101414 | -0.029596 | -0.059099 | Female | 48 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,293,600 |
54 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 1ef16220-02ab-48ac-ae12-770751745862 | no_churn | 0.020221 | 0 | no_churn | -0.056601 | -0.004044 | -0.015744 | -0.029451 | 0.013966 | -0.098439 | -0.032804 | -0.045911 | Male | 74 | No | Yes | Unemployed | Rural | Bachelor | 1,672,293,600 |
17 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e93cdddf-a4f6-4a3b-81c3-832c2c7a91de | no_churn | 0.014049 | 0 | no_churn | 0.0512 | -0.003983 | -0.03423 | -0.020465 | 0.002677 | -0.199584 | -0.033256 | -0.031386 | Male | 48 | No | No | Unemployed | Rural | Bachelor | 1,672,293,600 |
50 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 05f954c2-26f6-4e64-a42f-82e07a450901 | no_churn | 0.007092 | 0 | no_churn | -0.038827 | -0.003729 | -0.015952 | -0.040493 | 0.01067 | -0.11401 | -0.027978 | -0.038707 | Female | 69 | No | No | Unemployed | Suburban | College | 1,672,293,600 |
57 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | cd89ed6c-7e3a-4d04-97bc-5fe0aaa04090 | no_churn | 0.012617 | 0 | no_churn | -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 | Female | 28 | No | No | Unemployed | Suburban | College | 1,672,293,600 |
13 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1e14210d-6577-4a09-a572-8525f410007e | no_churn | 0.154913 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Female | 65 | No | No | Employed | Suburban | Bachelor | 1,672,293,600 |
34 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 273743ef-070f-4026-a0ec-82ad99fce3cd | churn | 0.594703 | 1 | churn | -0.076865 | -0.003138 | 0.065095 | 0.07857 | 0.107886 | 0.11426 | 0.084981 | 0.104923 | Female | 56 | Yes | Yes | Employed | Urban | Bachelor | 1,672,293,600 |
10 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 90e7c4ca-42c0-48d0-a502-37b8588c610c | churn | 0.848225 | 1 | churn | -0.025409 | -0.006929 | -0.061581 | -0.120254 | 0.028094 | 0.065783 | 0.022955 | 0.08185 | Male | 78 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,293,600 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | <80hrs | Active | 762b8401-b134-4437-b5a2-7102d03f2e9c | no_churn | 0.008094 | 0 | no_churn | -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 | Female | 48 | No | Yes | Medical Leave | Rural | High School or Below | 1,672,293,600 |
4 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 98680b78-01b9-4dd4-989f-f8df9f997f21 | churn | 0.763112 | 1 | churn | 0.205043 | 0.000613 | 0.063806 | -0.048334 | 0.09422 | 0.139695 | 0.078843 | 0.104588 | Female | 21 | Yes | No | Employed | Suburban | High School or Below | 1,672,293,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | bb84a297-ed40-420b-ad50-15ebe8046f51 | churn | 0.863529 | 1 | churn | 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 | Female | 63 | No | No | Employed | Suburban | Bachelor | 1,672,293,600 |
23 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 7aaca484-f664-4582-9fb1-db38c0fea2dd | no_churn | 0.493713 | 0 | no_churn | -0.099571 | -0.007233 | -0.08188 | 0.122449 | 0.109637 | 0.072786 | 0.095077 | 0.09971 | Male | 39 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,293,600 |
31 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 70410a45-3481-49f9-a568-c08c07b480ac | no_churn | 0.441549 | 0 | no_churn | -0.156113 | -0.003476 | -0.040973 | -0.038776 | -0.034748 | 0.047165 | 0.006033 | 0.051123 | Male | 65 | Yes | Yes | Employed | Rural | Bachelor | 1,672,293,600 |
16 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5f6d0ce4-a1a9-42d1-8c88-1abcd23bd5e0 | no_churn | 0.548683 | 1 | churn | 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 | Male | 65 | No | Yes | Unemployed | Urban | High School or Below | 1,672,293,600 |
1 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | efbc789d-f264-4bb2-94a1-dd9dcf115066 | churn | 0.849599 | 1 | churn | 0.260026 | -0.004489 | 0.010868 | -0.028575 | 0.059984 | 0.161195 | 0.090646 | 0.096891 | Male | 27 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,293,600 |
46 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 9bcd2d37-44c9-42a4-97b5-457048585704 | no_churn | 0.426351 | 1 | churn | -0.210968 | -0.004209 | -0.039824 | -0.00701 | 0.066538 | 0.024074 | -0.026167 | 0.008539 | Female | 20 | Yes | No | Unemployed | Suburban | College | 1,672,293,600 |
3 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 267d3b8a-fe50-4f58-8406-0975da6cafff | no_churn | 0.820949 | 1 | churn | 0.033495 | -0.006453 | 0.079204 | -0.121471 | 0.012283 | 0.079386 | 0.006445 | 0.01001 | Male | 66 | Yes | No | Employed | Suburban | Bachelor | 1,672,293,600 |
23 | Yes | No | High Speed | Web_Chat_Support | One year | <80hrs | Active | 72476c93-0b0d-4f92-b3dd-961b8f263d00 | no_churn | 0.22628 | 0 | no_churn | -0.080215 | -0.006051 | -0.038257 | -0.00913 | 0.040705 | -0.056141 | 0.003089 | 0.049473 | Female | 60 | No | No | Employed | Suburban | High School or Below | 1,672,293,600 |
16 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | fbfe0225-11fd-42d2-9c01-7d6ccfc6d04d | no_churn | 0.533956 | 0 | no_churn | 0.104749 | -0.004762 | -0.06266 | 0.024489 | 0.098581 | 0.116443 | 0.126573 | 0.097457 | Female | 63 | No | No | Unemployed | Suburban | Bachelor | 1,672,293,600 |
15 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 3945ea40-07d0-4d7d-9e6c-6a5d1cc979b9 | churn | 0.496047 | 1 | churn | 0.073981 | -0.006546 | -0.036997 | -0.051891 | 0.071679 | 0.104231 | 0.031802 | 0.035716 | Female | 21 | No | No | Medical Leave | Urban | High School or Below | 1,672,293,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | a43e5cc4-e9fc-4f3c-bef7-b9e0ce2a19e3 | churn | 0.891018 | 1 | churn | 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 | Female | 23 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
35 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | f83801db-dfee-428e-bd3f-9881429754b9 | no_churn | 0.38725 | 0 | no_churn | -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 | Female | 67 | No | No | Unemployed | Suburban | Bachelor | 1,672,293,600 |
8 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 58bbca43-0fc1-437b-ab8a-db94192df00d | churn | 0.637877 | 1 | churn | 0.18318 | -0.003272 | -0.022744 | -0.018735 | 0.178215 | 0.135706 | 0.127016 | 0.100941 | Female | 60 | Yes | Yes | Employed | Suburban | College | 1,672,293,600 |
25 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 7285be48-10f6-4607-94ae-e158014ae53a | churn | 0.443059 | 1 | churn | -0.114829 | -0.004726 | 0.026489 | -0.133824 | 0.046468 | 0.047353 | -0.099337 | 0.033379 | Male | 66 | No | No | Employed | Suburban | College | 1,672,293,600 |
59 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | 8f8d35a4-7fd2-4a85-b2ba-60b1652a8f28 | no_churn | 0.316419 | 0 | no_churn | 0.079394 | -0.000089 | 0.02375 | 0.033732 | 0.12371 | -0.094257 | 0.108973 | 0.098844 | Female | 31 | No | Yes | Employed | Suburban | College | 1,672,293,600 |
5 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 49ccdb81-7269-42fa-8e68-74e5ccb28b1c | churn | 0.828674 | 1 | churn | 0.192376 | -0.000394 | 0.005101 | 0.076299 | 0.124863 | 0.130569 | 0.032305 | 0.059855 | Female | 69 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
28 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 409dbdeb-88b9-4f91-bef7-153bf7334e6a | churn | 0.383482 | 1 | churn | -0.068342 | -0.002987 | -0.082212 | -0.000942 | 0.067256 | 0.03565 | 0.093147 | 0.088953 | Female | 22 | No | No | Employed | Suburban | Bachelor | 1,672,293,600 |
20 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | e5e91d0a-72ad-42b4-a63f-76fe7733f5a9 | churn | 0.502563 | 1 | churn | 0.063733 | -0.002446 | 0.045969 | 0.057914 | 0.150772 | 0.114818 | 0.161719 | 0.118495 | Female | 51 | No | No | Unemployed | Suburban | Bachelor | 1,672,293,600 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 1149aed0-23df-4ac3-b6d1-5e8b3122d3ee | churn | 0.640385 | 1 | churn | 0.213749 | -0.003526 | -0.032711 | 0.141969 | 0.066223 | 0.141772 | 0.150105 | 0.053393 | Male | 59 | No | Yes | Disabled | Suburban | College | 1,672,293,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 1fa392b1-df09-4e64-b853-c76bc67b2591 | churn | 0.231901 | 1 | churn | -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 | Male | 42 | Yes | Yes | Employed | Rural | High School or Below | 1,672,293,600 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 512094aa-02a1-4d29-b44c-11b474cfe72f | churn | 0.699867 | 1 | churn | 0.132289 | -0.004388 | -0.018957 | -0.010918 | 0.060913 | 0.128542 | 0.044425 | 0.069103 | Male | 24 | No | No | Medical Leave | Suburban | High School or Below | 1,672,293,600 |
51 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 4d2f7d99-dd6d-4980-af9f-a8169c61978c | no_churn | 0.145296 | 0 | no_churn | -0.149498 | -0.002214 | 0.041404 | 0.009208 | 0.012193 | -0.156312 | -0.010979 | -0.002827 | Female | 63 | No | Yes | Employed | Urban | Master | 1,672,293,600 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | bc003c8c-2500-4cfe-bb8b-49d053017c0b | churn | 0.51078 | 1 | churn | -0.00032 | -0.002425 | 0.026892 | -0.014786 | 0.115267 | 0.106008 | 0.103186 | 0.070556 | Male | 49 | No | No | Employed | Suburban | College | 1,672,293,600 |
28 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | a674115b-3a88-4f44-b01d-fb98373500df | churn | 0.648013 | 1 | churn | 0.068579 | -0.001889 | 0.134264 | 0.112814 | 0.079126 | 0.147129 | 0.078507 | 0.102946 | Male | 79 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,293,600 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 4f68f870-85b5-477d-a3a6-e90779b570e5 | churn | 0.526236 | 1 | churn | -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 | Male | 28 | Yes | Yes | Employed | Suburban | Master | 1,672,293,600 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | fa61d845-52a6-4a98-91dc-c70dbe779b9a | churn | 0.775859 | 1 | churn | -0.005428 | -0.006306 | -0.12216 | -0.086355 | -0.013546 | 0.062716 | -0.07333 | -0.007949 | Male | 43 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,293,600 |
50 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | b0946e45-e4d8-40e3-9764-5e0fc4cda163 | churn | 0.613484 | 1 | churn | -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 | Female | 24 | No | No | Employed | Suburban | Doctor | 1,672,293,600 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | e1da4803-0759-40a7-bb78-38198b9ab6d7 | no_churn | 0.556728 | 0 | no_churn | 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 | Male | 68 | No | Yes | Unemployed | Urban | College | 1,672,293,600 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <80hrs | Active | fcd059cb-c9c7-46e1-8fdd-94ff2db49063 | churn | 0.349074 | 1 | churn | 0.031972 | -0.000691 | 0.084679 | 0.084574 | 0.042654 | -0.025169 | 0.122177 | 0.060778 | Male | 70 | Yes | Yes | Employed | Urban | Bachelor | 1,672,293,600 |
42 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 17512d87-d888-4062-8a8c-0e59e28e9611 | no_churn | 0.414329 | 0 | no_churn | -0.078571 | -0.005737 | -0.06044 | 0.027573 | -0.001742 | 0.054269 | -0.078092 | -0.070285 | Female | 57 | Yes | Yes | Unemployed | Suburban | College | 1,672,293,600 |
33 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | e578655f-2cd6-41bf-bb63-7d8b90af7dcc | churn | 0.262856 | 1 | churn | 0.02325 | -0.001027 | 0.011048 | 0.042688 | 0.022969 | 0.015342 | -0.011529 | 0.008233 | Female | 45 | No | No | Unemployed | Suburban | Bachelor | 1,672,293,600 |
41 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | f698fd55-6c5d-4ca4-b6ef-f9cc23ffb08a | no_churn | 0.460808 | 0 | no_churn | -0.101102 | -0.006428 | -0.094737 | 0.024107 | -0.000363 | 0.052791 | -0.053538 | -0.053755 | Male | 20 | Yes | No | Employed | Rural | College | 1,672,293,600 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | d338ac54-b3e5-4a29-8466-31fc21f5aa54 | no_churn | 0.636542 | 0 | no_churn | -0.088412 | -0.002241 | 0.052542 | -0.009964 | 0.011684 | 0.092021 | -0.01236 | 0.050072 | Male | 22 | No | Yes | Employed | Suburban | High School or Below | 1,672,293,600 |
71 | Yes | No | Fiber optic | Web_Chat_Support | Two year | 100hrs+ | Active | 4efcd8c9-d3a3-4e13-a35f-c9b8a7db98d0 | no_churn | 0.012199 | 0 | no_churn | -0.113003 | -0.002599 | -0.076414 | 0.009096 | 0.028331 | -0.121072 | 0.034246 | 0.043401 | Female | 59 | No | No | Employed | Suburban | College | 1,672,293,600 |
49 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | aaf4dd07-dffa-4552-aa22-d6d2788013e0 | churn | 0.532851 | 1 | churn | -0.109522 | -0.002565 | 0.014517 | 0.023233 | 0.024339 | 0.088112 | 0.007525 | 0.030334 | Female | 26 | No | Yes | Employed | Suburban | Bachelor | 1,672,293,600 |
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