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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 34971098-98d1-483a-a2d5-efd9e7e4ca4b | no_churn | 0.062592 | 0 | no_churn | -0.086347 | -0.009646 | -0.044619 | -0.07261 | -0.045826 | 0.029158 | 0.000072 | -0.019209 | Male | 22 | No | No | Employed | Urban | High School or Below | 1,673,416,800 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 5610543b-c2f7-44d4-9954-1f6b01b104c7 | no_churn | 0.094697 | 0 | no_churn | 0.004583 | -0.009767 | -0.014714 | -0.048075 | -0.086103 | 0.053219 | 0.006658 | -0.016456 | Male | 63 | No | No | Employed | Suburban | College | 1,673,416,800 |
3 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | d41f4c3a-dc1f-4461-a117-fafbb5ba1ec1 | no_churn | 0.290394 | 0 | no_churn | 0.106348 | -0.006458 | -0.067522 | 0.10205 | -0.031048 | 0.069127 | -0.013931 | 0.005533 | Female | 24 | No | No | Disabled | Rural | High School or Below | 1,673,416,800 |
41 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Active | 9a833e26-8f30-46aa-b26b-96718329933d | churn | 0.133312 | 0 | no_churn | -0.08504 | -0.009631 | 0.03282 | -0.085815 | -0.10347 | 0.060011 | 0.033454 | 0.056311 | Female | 49 | No | Yes | Employed | Rural | College | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 045671c6-9408-4cbd-9b55-e95d4cc6adcb | no_churn | 0.589671 | 0 | no_churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Female | 35 | No | No | Employed | Suburban | College | 1,673,416,800 |
64 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 531f4710-ba8c-4db3-acba-01ffddbc64aa | no_churn | 0.211973 | 0 | no_churn | -0.19452 | -0.005059 | 0.006411 | 0.003415 | -0.065707 | 0.041762 | 0.007959 | 0.006714 | Male | 43 | No | No | Employed | Suburban | College | 1,673,416,800 |
25 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | <80hrs | Active | 41938b87-de34-42e3-8da7-975f2ca5736e | no_churn | 0.077565 | 0 | no_churn | -0.080875 | -0.003061 | -0.009238 | 0.015547 | -0.117728 | 0.0679 | 0.111343 | 0.057085 | Female | 27 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
71 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Active | 4e9b8972-4ba5-41ac-90fd-df73db2b7fca | no_churn | 0.003162 | 0 | no_churn | -0.112035 | -0.008942 | -0.025877 | -0.058058 | -0.076469 | 0.036532 | -0.009807 | 0.03563 | Male | 36 | Yes | Yes | Medical Leave | Suburban | College | 1,673,416,800 |
25 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 4731e598-3af8-4ba2-805b-9660b25e5767 | no_churn | 0.268763 | 1 | churn | -0.11776 | -0.007853 | -0.096732 | 0.096754 | -0.022895 | 0.048455 | -0.002454 | -0.003994 | Female | 76 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
41 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | bcc3b6c7-7170-4b56-9575-a132dcb0937c | no_churn | 0.021085 | 0 | no_churn | -0.075993 | -0.006835 | -0.028432 | -0.0809 | -0.059607 | 0.042498 | 0.026552 | -0.033809 | Female | 80 | No | Yes | Unemployed | Rural | Bachelor | 1,673,416,800 |
30 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 42d30c46-1757-4e91-8763-528bb767aac0 | no_churn | 0.028006 | 0 | no_churn | -0.060476 | -0.017633 | -0.022692 | -0.033815 | -0.048654 | 0.045324 | 0.000334 | -0.010712 | Male | 25 | Yes | Yes | Retired | Urban | High School or Below | 1,673,416,800 |
3 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 1494af5e-4e3d-4a8f-a8c4-f05b11805a72 | no_churn | 0.290394 | 0 | no_churn | 0.10715 | -0.007487 | -0.052507 | 0.159071 | -0.02186 | 0.070831 | 0.030225 | -0.008338 | Male | 36 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 5c5eab50-7513-47a8-8c94-42dc5bd07855 | no_churn | 0.620165 | 0 | no_churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Male | 65 | No | No | Employed | Rural | High School or Below | 1,673,416,800 |
57 | Yes | No | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 3a91abb6-255d-45fa-af47-9848e6cd076b | no_churn | 0.105694 | 0 | no_churn | -0.10895 | -0.012259 | -0.022061 | -0.060758 | -0.035005 | 0.026025 | -0.02029 | -0.025727 | Male | 63 | No | Yes | Unemployed | Suburban | Doctor | 1,673,416,800 |
63 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | cc5b00d3-00b3-4e59-acc2-bfe1d1cef08a | no_churn | 0.011877 | 0 | no_churn | -0.11994 | -0.01414 | -0.028708 | -0.043925 | -0.107826 | 0.032344 | 0.014204 | 0.018964 | Female | 21 | No | No | Employed | Urban | High School or Below | 1,673,416,800 |
30 | Yes | Yes | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 8b8fd62b-11ad-4f7e-863c-4ee265848a3c | no_churn | 0.098543 | 0 | no_churn | -0.093047 | -0.009951 | -0.017591 | -0.054444 | -0.053143 | 0.035693 | -0.033176 | -0.043367 | Female | 62 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
29 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 4fe162d4-b6cf-447b-a019-9e1551acd23c | no_churn | 0.32131 | 0 | no_churn | -0.130696 | -0.010894 | -0.116276 | 0.048602 | -0.029508 | 0.022238 | -0.003109 | 0.00395 | Female | 52 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
72 | Yes | Yes | High Speed | Expired | Two year | 100hrs+ | Active | 1d01c86a-5123-4586-8528-fe839d1a790a | churn | 0.005304 | 0 | no_churn | -0.104441 | -0.004174 | 0.010704 | -0.03072 | -0.022539 | -0.170353 | 0.023317 | 0.02918 | Female | 21 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
58 | Yes | Yes | Medium Speed | Expired | Two year | 100hrs+ | Active | 743ee0ea-334a-473a-b19d-2fdfcb7d16a9 | no_churn | 0.06346 | 0 | no_churn | -0.06806 | -0.004596 | 0.008717 | -0.089092 | -0.037649 | -0.133362 | 0.024627 | 0.03039 | Male | 56 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
25 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | 8c3f889d-793d-48b0-b8bc-eb5fc5fa4485 | no_churn | 0.246193 | 0 | no_churn | -0.055598 | -0.011246 | 0.024105 | -0.081795 | -0.068701 | 0.045886 | 0.054913 | -0.038257 | Male | 69 | No | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
45 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | 3da4c3f1-29d1-4b8b-9fdb-03d22ddc3ab9 | no_churn | 0.05823 | 0 | no_churn | -0.220089 | -0.007597 | 0.016151 | -0.051067 | -0.034435 | 0.034934 | -0.019453 | 0.022529 | Male | 33 | No | Yes | Disabled | Rural | College | 1,673,416,800 |
63 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 51b63b0b-2ba6-4068-8d9e-6fe7fbd247a1 | no_churn | 0.011877 | 0 | no_churn | -0.11994 | -0.01414 | -0.028708 | -0.043925 | -0.107826 | 0.032344 | 0.014204 | 0.018964 | Female | 45 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | c8a58e39-6634-4f2f-8a8c-f543060a46d1 | no_churn | 0.589671 | 0 | no_churn | 0.263506 | -0.009693 | -0.025628 | -0.025964 | 0.094741 | 0.134205 | 0.082925 | -0.049345 | Male | 50 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
72 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 868771ae-fc14-4f47-a760-4558058f48a5 | no_churn | 0.002182 | 0 | no_churn | -0.059845 | -0.00361 | 0.000853 | -0.031221 | 0.000365 | 0.054503 | -0.016787 | -0.013285 | Male | 78 | No | Yes | Employed | Suburban | Master | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 566d4830-fabd-4b86-8d4a-6c9ee2e10c20 | no_churn | 0.694361 | 0 | no_churn | 0.389476 | -0.007459 | -0.015435 | 0.015043 | -0.030387 | 0.139382 | 0.167033 | 0.063321 | Male | 63 | No | Yes | Employed | Suburban | Master | 1,673,416,800 |
37 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | 0c299cc8-7689-430f-9319-78ffae3b75d3 | churn | 0.153249 | 0 | no_churn | -0.090736 | -0.00893 | -0.051902 | -0.045138 | -0.002989 | 0.03866 | -0.032673 | -0.055318 | Female | 64 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
41 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | aaf441df-f3ed-4dd0-92e4-4a2221a0cc7c | no_churn | 0.061676 | 0 | no_churn | -0.074488 | -0.010177 | -0.027276 | -0.071922 | -0.038476 | 0.020043 | -0.003648 | -0.023081 | Male | 24 | Yes | Yes | Employed | Rural | Master | 1,673,416,800 |
38 | Yes | No | Low Speed | Expired | One year | 100hrs+ | Active | afad6789-dded-4ee7-950d-0c147b68c46e | no_churn | 0.103776 | 1 | churn | 0.012686 | -0.002657 | -0.00369 | -0.007946 | -0.001924 | 0.033953 | 0.043547 | 0.077004 | Female | 59 | No | No | Retired | Rural | Master | 1,673,416,800 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Disabled | 926b1866-3ab0-4d82-8b37-d917bf9d2d17 | no_churn | 0.009269 | 0 | no_churn | -0.23638 | -0.006136 | 0.004369 | 0.037659 | -0.020742 | 0.021215 | 0.004707 | -0.013719 | Female | 35 | Yes | Yes | Disabled | Suburban | Bachelor | 1,673,416,800 |
6 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | a898389d-b784-404a-8421-105b08b2226e | churn | 0.847475 | 1 | churn | 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 | Male | 21 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
50 | Yes | Yes | High Speed | Expired | One year | 0hrs | Disabled | f66243d9-7821-4986-9fbf-3ec8d48e7af8 | no_churn | 0.05886 | 0 | no_churn | -0.045115 | -0.002504 | 0.026277 | -0.021304 | -0.009235 | -0.172288 | -0.017001 | -0.027857 | Female | 25 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
19 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | fcebef55-92d7-4aeb-bd8a-608bd23557b6 | no_churn | 0.038352 | 0 | no_churn | -0.067372 | -0.008148 | -0.053597 | -0.080261 | -0.064838 | 0.020157 | 0.01219 | -0.027157 | Male | 67 | No | Yes | Employed | Rural | College | 1,673,416,800 |
53 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 646c660b-c1d3-43e1-949d-2e5904d2da51 | no_churn | 0.041772 | 0 | no_churn | -0.123549 | -0.006464 | -0.033868 | -0.017631 | -0.059578 | 0.02203 | -0.028395 | -0.021571 | Male | 65 | Yes | Yes | Employed | Urban | Master | 1,673,416,800 |
68 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | c1dd0073-f0af-4e4b-ae6c-0b6101b83be5 | no_churn | 0.102942 | 0 | no_churn | -0.105036 | -0.010858 | 0.028632 | -0.022852 | -0.048923 | 0.04047 | 0.005848 | 0.048693 | Female | 54 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | e1d4f282-bb69-4002-bf73-384d416a3284 | no_churn | 0.505257 | 0 | no_churn | 0.306775 | 0.079506 | 0.03969 | 0.024977 | 0.080743 | 0.177682 | 0.041262 | -0.024661 | Male | 63 | Yes | Yes | Retired | Suburban | Bachelor | 1,673,416,800 |
6 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 0124db6d-4863-4983-9d3d-b180575ab4c8 | no_churn | 0.847475 | 1 | churn | 0.022779 | -0.001786 | -0.026997 | 0.082528 | -0.069964 | 0.06113 | -0.011765 | -0.044952 | Female | 32 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,416,800 |
20 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | bb745830-a907-4cb2-932d-3cdf5e0d7d0c | no_churn | 0.437943 | 0 | no_churn | 0.023523 | -0.003511 | 0.105271 | 0.164393 | 0.049916 | 0.107351 | -0.046941 | 0.002638 | Male | 20 | No | No | Employed | Urban | College | 1,673,416,800 |
37 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 006398af-cda3-468c-a5ec-f0da047626ea | no_churn | 0.013551 | 0 | no_churn | 0.028048 | -0.010579 | 0.009371 | -0.020355 | 0.085952 | 0.083206 | -0.024587 | 0.019917 | Male | 57 | No | Yes | Unemployed | Urban | Bachelor | 1,673,416,800 |
51 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 7ef302ca-3412-4001-9cb0-d69ab922f703 | no_churn | 0.489173 | 0 | no_churn | -0.115168 | -0.006675 | -0.03336 | -0.054122 | -0.121952 | 0.031797 | 0.015032 | 0.02542 | Female | 65 | No | No | Unemployed | Suburban | High School or Below | 1,673,416,800 |
22 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | 070b4af8-ceba-4c85-b94e-3f6414fad015 | churn | 0.552813 | 0 | no_churn | -0.08058 | -0.004525 | 0.043797 | -0.085199 | -0.017957 | 0.039644 | 0.001114 | 0.03468 | Male | 53 | No | No | Employed | Rural | High School or Below | 1,673,416,800 |
1 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | d0baa890-bbf3-401b-841a-8737d6d38d36 | no_churn | 0.830863 | 1 | churn | 0.210047 | 0.048484 | 0.01433 | -0.072059 | -0.055958 | 0.119457 | 0.022851 | -0.037035 | Male | 60 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,416,800 |
15 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Disabled | f6705ea4-79a3-4a8d-9b99-a231aee0c73f | no_churn | 0.22963 | 1 | churn | 0.012623 | -0.011438 | -0.06617 | -0.105841 | -0.002534 | 0.075083 | 0.009062 | -0.029479 | Male | 25 | No | No | Unemployed | Rural | Bachelor | 1,673,416,800 |
26 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5529bbab-1b6e-4a19-b267-10ed5323e974 | no_churn | 0.055246 | 0 | no_churn | -0.128997 | -0.007354 | -0.027479 | -0.052243 | -0.039912 | 0.034095 | -0.024396 | -0.022739 | Female | 57 | No | No | Medical Leave | Rural | College | 1,673,416,800 |
22 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | d8ee3714-6dbf-424b-b491-341aca6952db | no_churn | 0.13064 | 1 | churn | -0.045187 | -0.010098 | -0.045943 | -0.05359 | -0.067726 | 0.033286 | -0.007898 | -0.01337 | Female | 51 | No | Yes | Employed | Rural | College | 1,673,416,800 |
16 | Yes | No | Medium Speed | Expired | Two year | <80hrs | Disabled | a2987cf6-9547-4a25-bd60-81664b190bda | no_churn | 0.010162 | 0 | no_churn | 0.011947 | -0.004746 | -0.01548 | -0.064461 | -0.012949 | -0.165861 | 0.028548 | -0.016024 | Male | 23 | Yes | No | Disabled | Suburban | High School or Below | 1,673,416,800 |
68 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | b883bff8-e466-415d-bccb-d0b63a5b11bd | churn | 0.102942 | 0 | no_churn | -0.105036 | -0.010858 | 0.028632 | -0.022852 | -0.048923 | 0.04047 | 0.005848 | 0.048693 | Female | 53 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
53 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | ba7da256-d2f7-43bb-8ac0-c6d69deb824c | no_churn | 0.041772 | 0 | no_churn | -0.117963 | -0.00863 | -0.034391 | -0.041181 | -0.086059 | 0.023404 | 0.024097 | -0.018302 | Male | 27 | No | No | Employed | Suburban | Bachelor | 1,673,416,800 |
72 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Active | 543071af-5c90-4097-b8eb-9566b9c763f7 | no_churn | 0.005213 | 0 | no_churn | -0.06007 | 0.091155 | 0.050878 | 0.007357 | 0.035914 | 0.112395 | 0.021856 | 0.006491 | Male | 30 | No | No | Employed | Suburban | Master | 1,673,416,800 |
58 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | ebb01046-c217-4cab-b9a3-034bb2b7b948 | no_churn | 0.301239 | 1 | churn | -0.141904 | -0.016276 | 0.031909 | -0.056292 | -0.029275 | 0.053857 | 0.002259 | 0.046697 | Male | 74 | No | Yes | Employed | Rural | College | 1,673,416,800 |
20 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Active | 6a6f20ed-f169-4fcf-9a88-ae802dc8fa46 | churn | 0.322845 | 0 | no_churn | -0.139889 | -0.008454 | -0.069613 | 0.039859 | -0.008147 | 0.034484 | -0.027678 | 0.020412 | Female | 76 | No | Yes | Disabled | Suburban | College | 1,673,416,800 |
45 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | 2e0ebe28-eccd-4305-8ba3-a32d7a3f17aa | no_churn | 0.05823 | 0 | no_churn | -0.118945 | -0.004817 | 0.035151 | -0.032036 | -0.122762 | 0.062987 | 0.039422 | 0.039117 | Male | 61 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
72 | Yes | Yes | Fiber optic | Expired | Two year | 100hrs+ | Disabled | cc97bf02-a662-4c34-9d18-a0b33c689dc0 | no_churn | 0.009269 | 0 | no_churn | -0.164701 | -0.003543 | 0.009034 | 0.048387 | 0.013915 | -0.175198 | 0.022674 | -0.019593 | Female | 69 | No | Yes | Employed | Rural | College | 1,673,416,800 |
1 | No | No phone service | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 6d34bb16-849e-4f1e-9575-4087dd0fd400 | no_churn | 0.830863 | 1 | churn | 0.247845 | 0.080078 | 0.003951 | -0.004507 | 0.020637 | 0.140728 | -0.011106 | -0.008775 | Male | 67 | No | Yes | Medical Leave | Suburban | Bachelor | 1,673,416,800 |
46 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | dbc631a1-284b-4fef-8d8e-2320120a6955 | churn | 0.081682 | 0 | no_churn | -0.148473 | -0.007693 | -0.029676 | -0.026444 | -0.087117 | 0.022222 | -0.000978 | 0.029133 | Male | 76 | No | No | Employed | Rural | High School or Below | 1,673,416,800 |
69 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 37a8d6b6-a7b9-4712-890b-e2e399633168 | no_churn | 0.246825 | 0 | no_churn | -0.123675 | -0.003122 | 0.068447 | 0.063555 | 0.045199 | 0.089987 | -0.013162 | -0.040149 | Female | 49 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
1 | No | No phone service | High Speed | Expired | Month-to-month | <80hrs | Disabled | 72ed075e-38f7-40d7-9a03-7bf847d25bf2 | no_churn | 0.505257 | 0 | no_churn | 0.274999 | 0.076744 | 0.041029 | -0.005973 | -0.021101 | 0.173377 | 0.071807 | -0.030106 | Male | 75 | No | No | Unemployed | Rural | Bachelor | 1,673,416,800 |
13 | Yes | Yes | Low Speed | Expired | Month-to-month | 0hrs | Disabled | d5b415f4-87b2-4535-bf53-616961b44a76 | no_churn | 0.205565 | 0 | no_churn | -0.001618 | -0.013379 | 0.018857 | -0.117405 | -0.075752 | 0.052064 | -0.044434 | -0.065692 | Female | 77 | No | Yes | Unemployed | Urban | College | 1,673,416,800 |
2 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | f379d500-a2b6-4b73-98aa-4cb13b1f626c | no_churn | 0.355578 | 0 | no_churn | 0.140794 | -0.01734 | -0.099062 | -0.081078 | -0.071816 | 0.059582 | -0.029687 | -0.009744 | Female | 37 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
23 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 1af4efb5-93b9-46ca-8ad4-f1b574a1a750 | no_churn | 0.237191 | 0 | no_churn | -0.034334 | -0.002516 | 0.111929 | 0.113801 | 0.080366 | 0.074826 | 0.019247 | 0.057655 | Male | 79 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
41 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | 9d523fa7-1b92-45dc-a39a-9122bec672a2 | no_churn | 0.021085 | 0 | no_churn | -0.12497 | -0.01366 | -0.057743 | -0.102588 | 0.033718 | 0.031519 | 0.015382 | -0.027352 | Male | 76 | No | Yes | Employed | Rural | High School or Below | 1,673,416,800 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Disabled | a420eaa5-a623-4df8-bfca-6dcbb0c0f25c | no_churn | 0.549765 | 1 | churn | 0.21645 | -0.006655 | 0.018392 | 0.107161 | 0.005015 | 0.129458 | 0.069619 | -0.03265 | Female | 30 | No | No | Employed | Suburban | Master | 1,673,416,800 |
46 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | e20e24b9-a5b4-4030-89e7-a1f363d1ea66 | no_churn | 0.081682 | 0 | no_churn | -0.098128 | -0.004035 | 0.029755 | 0.054892 | 0.132191 | 0.050154 | 0.053481 | 0.095997 | Male | 80 | No | No | Employed | Rural | High School or Below | 1,673,416,800 |
71 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | e1f4c85c-0cbf-40e1-96de-9585ca48a84c | churn | 0.003162 | 0 | no_churn | -0.09215 | -0.00471 | -0.077038 | -0.003951 | -0.087749 | 0.046592 | 0.005439 | 0.004543 | Female | 38 | Yes | Yes | Medical Leave | Rural | High School or Below | 1,673,416,800 |
70 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 80b245af-9115-48bb-9879-855971330f8d | no_churn | 0.09035 | 0 | no_churn | -0.05479 | 0.000094 | 0.041584 | -0.009857 | -0.053277 | 0.054914 | 0.056369 | 0.055938 | Male | 66 | No | No | Unemployed | Urban | College | 1,673,416,800 |
4 | No | No phone service | Medium Speed | Expired | Month-to-month | 0hrs | Disabled | c4440333-e9b1-4d43-9514-10abc0dfc57e | no_churn | 0.431748 | 0 | no_churn | 0.020721 | -0.107699 | -0.023429 | -0.094172 | -0.049944 | 0.080999 | -0.036234 | -0.029269 | Female | 35 | No | No | Employed | Urban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 4797200c-b9be-45d9-be62-12953d5c210f | no_churn | 0.775154 | 1 | churn | 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 | Male | 26 | No | Yes | Unemployed | Rural | High School or Below | 1,673,416,800 |
37 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | b83d148b-1d85-462a-bf58-75fe786ba9b4 | churn | 0.153249 | 0 | no_churn | -0.090736 | -0.00893 | -0.051902 | -0.045138 | -0.002989 | 0.03866 | -0.032673 | -0.055318 | Female | 37 | No | No | Unemployed | Suburban | High School or Below | 1,673,416,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | 69addb02-ef10-4ee3-a810-d1a18130496e | no_churn | 0.35472 | 1 | churn | 0.295646 | -0.008284 | -0.008392 | -0.033921 | -0.043434 | 0.138132 | 0.089762 | -0.039876 | Female | 28 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
18 | Yes | No | Fiber optic | Expired | Month-to-month | 0hrs | Disabled | 788c22e1-25af-4807-8890-5dbd7771f97f | no_churn | 0.20613 | 0 | no_churn | -0.166756 | -0.011049 | -0.126434 | 0.073664 | 0.042907 | 0.036803 | -0.013821 | -0.039341 | Female | 55 | Yes | Yes | Employed | Rural | Bachelor | 1,673,416,800 |
13 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | f069b5c3-15bb-403d-97d3-008b54bb46ea | no_churn | 0.499515 | 1 | churn | 0.06133 | -0.008738 | -0.019531 | 0.142875 | 0.064963 | 0.088138 | -0.051918 | 0.010299 | Male | 27 | No | No | Employed | Suburban | Bachelor | 1,673,416,800 |
64 | Yes | No | High Speed | Expired | One year | 100hrs+ | Active | 8f94740b-87fc-45ac-9a24-8fa1f4e4557b | churn | 0.091133 | 0 | no_churn | -0.173062 | -0.004864 | -0.034226 | -0.022653 | -0.032822 | -0.057628 | 0.024384 | 0.031843 | Male | 71 | Yes | Yes | Disabled | Suburban | Bachelor | 1,673,416,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | c01c60cf-0235-47fc-b3b9-9a4c3e9c1230 | no_churn | 0.48795 | 1 | churn | 0.208453 | -0.013062 | -0.026373 | -0.040779 | -0.033011 | 0.103481 | -0.034755 | -0.018403 | Male | 62 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
55 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Active | 358d1587-1d97-4128-a7c7-e14dc5a1681e | no_churn | 0.097193 | 0 | no_churn | -0.150153 | -0.011034 | -0.093314 | -0.017199 | -0.058436 | 0.034391 | 0.023124 | 0.043594 | Male | 63 | Yes | No | Employed | Suburban | College | 1,673,416,800 |
63 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 06f05795-6fdb-4478-a476-387a75ebf63c | no_churn | 0.011877 | 0 | no_churn | -0.11994 | -0.01414 | -0.028708 | -0.043925 | -0.107826 | 0.032344 | 0.014204 | 0.018964 | Male | 61 | No | Yes | Disabled | Suburban | High School or Below | 1,673,416,800 |
43 | Yes | No | Low Speed | Expired | Month-to-month | 0hrs | Disabled | 80b51dcc-36a9-489e-b5aa-f8233f6489bb | no_churn | 0.087061 | 0 | no_churn | -0.063277 | -0.006336 | -0.020522 | -0.029789 | -0.06821 | 0.044895 | -0.018957 | -0.026829 | Female | 27 | No | No | Unemployed | Rural | Bachelor | 1,673,416,800 |
41 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 7a61a63b-4998-47d2-8a4f-b3180200f6e4 | no_churn | 0.061676 | 0 | no_churn | -0.075993 | -0.006835 | -0.028432 | -0.0809 | -0.059607 | 0.042498 | 0.026552 | -0.033809 | Female | 30 | No | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
45 | Yes | Yes | High Speed | Expired | Month-to-month | <50hrs | Active | db5869cb-a95e-414d-b63f-59bf74900559 | churn | 0.05823 | 0 | no_churn | -0.057971 | -0.007069 | 0.090103 | 0.041934 | 0.051383 | 0.127335 | 0.18753 | 0.07773 | Female | 33 | Yes | No | Employed | Urban | Bachelor | 1,673,416,800 |
21 | Yes | No | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | b97c289b-da9a-49d4-a4c0-f81d8b51bb16 | no_churn | 0.108017 | 0 | no_churn | -0.026964 | -0.003652 | -0.056059 | 0.008369 | -0.004552 | 0.071308 | 0.077499 | -0.044975 | Female | 80 | Yes | No | Employed | Suburban | College | 1,673,416,800 |
67 | Yes | No | Fiber optic | Expired | One year | <80hrs | Disabled | d0d9dfe9-b0d9-4518-8c48-9213d85894da | no_churn | 0.066103 | 0 | no_churn | -0.19124 | -0.003942 | -0.021854 | 0.037836 | -0.001159 | -0.086941 | 0.020448 | -0.022174 | Male | 75 | No | No | Employed | Suburban | Bachelor | 1,673,416,800 |
72 | Yes | Yes | Medium Speed | Expired | Two year | <80hrs | Active | 5477cec4-6acd-4985-b9e7-dd85f7c76d38 | no_churn | 0.00456 | 0 | no_churn | -0.104025 | -0.004738 | 0.001035 | -0.03496 | -0.027319 | -0.1303 | 0.00695 | 0.024331 | Female | 60 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
16 | Yes | No | Medium Speed | Web_Chat_Support | Two year | <80hrs | Disabled | 8538bf30-e6a0-4669-9070-f55e03d79e68 | no_churn | 0.010162 | 0 | no_churn | 0.015391 | -0.002573 | -0.022138 | -0.029239 | 0.033206 | -0.196492 | 0.051138 | -0.032318 | Female | 43 | No | Yes | Employed | Urban | College | 1,673,416,800 |
57 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | 0ed48994-681c-4be0-8027-38ae85ad5bf7 | no_churn | 0.009835 | 0 | no_churn | 0.0282 | -0.011254 | 0.081582 | 0.04919 | 0.021027 | 0.11185 | 0.133145 | 0.077234 | Female | 68 | Yes | Yes | Disabled | Suburban | College | 1,673,416,800 |
41 | Yes | No | High Speed | Expired | One year | 100hrs+ | Disabled | ebbdf8f5-2722-4e96-a24f-9d95dd400935 | no_churn | 0.061676 | 0 | no_churn | -0.071515 | -0.002611 | -0.014444 | -0.051156 | -0.019255 | -0.036112 | 0.046239 | -0.040172 | Male | 62 | No | Yes | Unemployed | Suburban | Master | 1,673,416,800 |
69 | Yes | Yes | High Speed | Expired | Two year | 100hrs+ | Active | 29cf7613-2354-4f9f-849a-5a28eb2b230f | no_churn | 0.018587 | 0 | no_churn | 0.032955 | 0.0012 | 0.060289 | -0.006563 | 0.037218 | -0.107253 | 0.080322 | 0.064433 | Male | 39 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
67 | Yes | Yes | Low Speed | Phone_Support | Two year | <80hrs | Disabled | f0a2f63b-3e05-4ab4-907f-fb619304e078 | no_churn | 0.005235 | 0 | no_churn | -0.100754 | -0.00244 | -0.003329 | -0.038071 | 0.023036 | -0.096684 | 0.037658 | -0.028443 | Female | 39 | No | Yes | Employed | Suburban | Bachelor | 1,673,416,800 |
64 | Yes | No | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | abeb8a3c-ffe9-4074-be51-655691d6cb45 | no_churn | 0.091133 | 0 | no_churn | -0.111174 | -0.002446 | -0.089524 | 0.002937 | 0.028062 | -0.151774 | 0.030722 | 0.049172 | Male | 49 | No | No | Employed | Suburban | High School or Below | 1,673,416,800 |
61 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 7b9a73fc-34d5-4a08-bb75-e23bd3b0d06a | no_churn | 0.090103 | 0 | no_churn | -0.151305 | 0.005291 | 0.002514 | -0.014896 | -0.10461 | 0.05536 | -0.008681 | -0.012698 | Female | 47 | Yes | No | Employed | Urban | College | 1,673,416,800 |
63 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | e0c4b78f-ea7e-4724-b6b5-94a078b58d9b | no_churn | 0.034199 | 0 | no_churn | -0.18605 | -0.010549 | -0.06463 | 0.031181 | 0.000813 | 0.031078 | 0.002496 | 0.006636 | Male | 56 | Yes | Yes | Unemployed | Rural | Bachelor | 1,673,416,800 |
18 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 2a9e0251-d9dd-4543-992d-7657c953493a | no_churn | 0.20613 | 0 | no_churn | -0.096927 | -0.008676 | -0.102251 | 0.093773 | 0.01266 | 0.040395 | 0.054673 | -0.039341 | Female | 51 | Yes | No | Employed | Suburban | Bachelor | 1,673,416,800 |
5 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 6042da7d-f69b-465d-89b7-93705835bce9 | no_churn | 0.503806 | 0 | no_churn | 0.037833 | -0.00499 | -0.017401 | -0.030802 | -0.118801 | 0.077202 | 0.003226 | 0.041374 | Female | 67 | No | No | Unemployed | Suburban | College | 1,673,416,800 |
41 | Yes | No | Low Speed | Expired | One year | 100hrs+ | Disabled | 6c4d93e9-b227-4da7-9710-20500b11c801 | no_churn | 0.02849 | 0 | no_churn | -0.0645 | -0.006721 | -0.027033 | -0.052575 | -0.026044 | -0.055365 | 0.043367 | -0.040155 | Female | 71 | No | Yes | Employed | Suburban | College | 1,673,416,800 |
23 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 49111b0a-63b3-4248-b893-9e3ce68decdc | no_churn | 0.237191 | 0 | no_churn | -0.170431 | -0.004973 | 0.084282 | -0.079176 | 0.004166 | 0.011862 | 0.006861 | -0.01995 | Female | 66 | No | No | Unemployed | Suburban | High School or Below | 1,673,416,800 |
71 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 100e086c-b390-4d53-b2b2-6bca63022f35 | no_churn | 0.00278 | 0 | no_churn | -0.068576 | -0.00346 | -0.09088 | -0.001634 | -0.003346 | 0.051529 | -0.010401 | -0.032259 | Male | 43 | No | No | Retired | Suburban | Bachelor | 1,673,416,800 |
59 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | d3143fe0-f0a6-4c2c-a261-883c33e19b92 | no_churn | 0.175152 | 1 | churn | -0.226716 | -0.010691 | 0.032764 | 0.059996 | 0.003945 | 0.01106 | 0.021387 | -0.030771 | Female | 32 | Yes | Yes | Unemployed | Urban | Master | 1,673,416,800 |
5 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 6f38bf11-a6b1-4da6-8780-410fa11871ec | no_churn | 0.854695 | 1 | churn | 0.077005 | -0.004328 | 0.007138 | 0.061682 | -0.075246 | 0.066021 | 0.024478 | -0.032442 | Female | 39 | No | No | Disabled | Urban | High School or Below | 1,673,416,800 |
58 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Active | 48891ffc-b948-4c77-b1a0-51e33bf67cd4 | no_churn | 0.06346 | 0 | no_churn | -0.114344 | -0.010331 | 0.036301 | -0.067802 | -0.020839 | 0.060916 | 0.047025 | 0.055047 | Male | 42 | No | Yes | Employed | Suburban | Master | 1,673,416,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | f80d4327-bab2-4d9d-9d5c-44362a8c7b17 | no_churn | 0.355578 | 0 | no_churn | 0.23398 | -0.009519 | -0.02104 | -0.023204 | -0.036395 | 0.115153 | 0.029805 | -0.031149 | Female | 42 | No | No | Employed | Rural | Master | 1,673,416,800 |
25 | Yes | Yes | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 5b3e8462-8aeb-455c-ab30-d86e23180d85 | no_churn | 0.246193 | 0 | no_churn | -0.074361 | -0.008717 | 0.024314 | -0.097139 | -0.054792 | 0.042902 | 0.050881 | -0.042114 | Male | 61 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,416,800 |
35 | Yes | Yes | High Speed | Expired | One year | <80hrs | Disabled | beeaa807-462a-49e9-ba02-1d1d17de3ef4 | no_churn | 0.030901 | 0 | no_churn | -0.030588 | 0.000082 | 0.039272 | -0.021631 | 0.020891 | -0.029167 | -0.020323 | 0.002439 | Female | 71 | No | No | Employed | Rural | College | 1,673,416,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | e215d313-bcaf-410d-8608-62c7e64d8f9e | no_churn | 0.854489 | 0 | no_churn | 0.289491 | -0.005461 | 0.041379 | 0.109399 | 0.075988 | 0.147179 | 0.036029 | -0.028467 | Male | 48 | Yes | No | Medical Leave | Urban | Master | 1,673,416,800 |
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