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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | e7ec0df3-be2d-45a2-960b-370b6c318c14 | no_churn | 0.302077 | 0 | no_churn | -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 | Female | 58 | No | No | Unemployed | Suburban | Bachelor | 1,672,639,200 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 50c33a89-a17f-4485-8723-47328d19fdd0 | churn | 0.622269 | 1 | churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Male | 76 | No | Yes | Retired | Suburban | College | 1,672,639,200 |
13 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 217a6362-c400-4b31-afeb-c08c10e2b857 | churn | 0.27439 | 1 | churn | 0.146118 | -0.005223 | 0.04729 | -0.000691 | 0.134896 | 0.144044 | 0.141245 | 0.123294 | Male | 55 | No | Yes | Employed | Rural | Bachelor | 1,672,639,200 |
25 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3e9370cf-851f-4325-8b13-d882f5066bcd | no_churn | 0.482304 | 0 | no_churn | 0.097429 | -0.005818 | 0.077577 | 0.151973 | 0.084703 | 0.13934 | -0.023893 | -0.038598 | Female | 57 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,639,200 |
6 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4ded82af-634f-438e-9c7f-6aaf87aaf8b2 | no_churn | 0.759721 | 0 | no_churn | 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 | Male | 28 | Yes | No | Employed | Suburban | High School or Below | 1,672,639,200 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0354ef3c-0cb2-4215-ab46-b87d43d6ba2e | no_churn | 0.857863 | 0 | no_churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 61 | No | No | Unemployed | Suburban | High School or Below | 1,672,639,200 |
60 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 4307672a-41ee-45c2-b1aa-9e5ccb988af7 | churn | 0.036801 | 0 | no_churn | -0.11355 | -0.006831 | -0.079295 | -0.005175 | -0.086435 | 0.035287 | -0.006609 | -0.006419 | Male | 73 | Yes | No | Employed | Urban | Master | 1,672,639,200 |
38 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 483816ba-d1f2-464b-9b06-fd1587d5e03c | churn | 0.471514 | 1 | churn | -0.193367 | -0.006486 | 0.041314 | -0.004618 | 0.020141 | 0.063874 | 0.019068 | 0.011047 | Female | 32 | No | No | Retired | Rural | College | 1,672,639,200 |
3 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1327e212-dca4-479f-9312-b89dcb8d735a | no_churn | 0.668267 | 0 | no_churn | 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 | Female | 38 | No | No | Disabled | Suburban | College | 1,672,639,200 |
8 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | cfb6ec93-c02a-4609-97b4-898d0cb4158e | no_churn | 0.266397 | 0 | no_churn | 0.160797 | -0.002507 | -0.039582 | -0.034576 | 0.145506 | 0.13217 | 0.157672 | 0.12416 | Male | 42 | No | No | Retired | Urban | Bachelor | 1,672,639,200 |
4 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3e80dc37-621e-424e-9f13-021fe3cb36df | no_churn | 0.407741 | 0 | no_churn | 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 | Female | 74 | No | No | Employed | Urban | Bachelor | 1,672,639,200 |
44 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 0ec01b20-7ab7-41af-812a-aa51b7619287 | no_churn | 0.04841 | 0 | no_churn | -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 | Female | 71 | No | Yes | Employed | Suburban | Master | 1,672,639,200 |
24 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 514d85c5-7034-481b-99cb-7a3661aef4f6 | no_churn | 0.302077 | 0 | no_churn | -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 | Male | 49 | Yes | No | Medical Leave | Urban | College | 1,672,639,200 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 8a18c589-6987-4bc9-a7af-c9da0bbbd9c2 | no_churn | 0.578098 | 0 | no_churn | 0.238836 | -0.002972 | -0.045752 | -0.105542 | 0.059929 | 0.139861 | 0.087084 | 0.09753 | Female | 27 | No | No | Unemployed | Urban | High School or Below | 1,672,639,200 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4cdb3fc6-a74d-49d9-a8c4-b19c5f3d2c1b | churn | 0.615696 | 1 | churn | 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 | Male | 79 | Yes | No | Employed | Suburban | College | 1,672,639,200 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | a570d717-48d1-415a-a5ab-03c65481065a | churn | 0.881634 | 1 | churn | 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 | Female | 54 | No | Yes | Employed | Suburban | High School or Below | 1,672,639,200 |
5 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8923d9a6-ed63-477d-8ada-503e63f2e968 | churn | 0.33245 | 1 | churn | 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 | Male | 61 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,639,200 |
2 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | aa52da9f-9009-42d3-a1a0-14d045ace862 | no_churn | 0.177324 | 0 | no_churn | 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 | Female | 34 | No | Yes | Employed | Rural | College | 1,672,639,200 |
29 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7ce82d23-b352-429d-8908-118ec9f6ad25 | churn | 0.201286 | 1 | churn | -0.063107 | 0.028104 | 0.010186 | -0.203325 | 0.027423 | 0.061825 | -0.038807 | -0.051325 | Male | 37 | No | Yes | Employed | Suburban | High School or Below | 1,672,639,200 |
66 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 1ab99a1e-b71f-44ef-b7d9-05d50fcec529 | no_churn | 0.090407 | 0 | no_churn | -0.074221 | -0.003858 | 0.03905 | 0.066419 | -0.112151 | 0.057007 | 0.001935 | -0.007492 | Male | 80 | No | No | Employed | Suburban | Master | 1,672,639,200 |
1 | No | No phone service | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | a082affc-494f-473a-bc95-22e18e613ff3 | churn | 0.823677 | 1 | churn | 0.240205 | 0.00828 | -0.023043 | 0.001246 | 0.01279 | 0.152478 | 0.077322 | 0.092529 | Male | 36 | Yes | No | Retired | Rural | Bachelor | 1,672,639,200 |
37 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 706f6825-258d-4156-be3e-94dcc04d8fed | no_churn | 0.267558 | 0 | no_churn | -0.141075 | -0.004719 | 0.021303 | -0.036572 | 0.035981 | 0.04976 | -0.043901 | 0.076149 | Male | 22 | Yes | No | Medical Leave | Suburban | Bachelor | 1,672,639,200 |
72 | Yes | Yes | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 7f9bcd25-83ac-4fa3-90f2-52bf73f8cc7a | no_churn | 0.00186 | 0 | no_churn | -0.06091 | -0.003353 | -0.013412 | -0.023763 | -0.013424 | -0.128531 | -0.011166 | -0.014467 | Female | 27 | Yes | Yes | Employed | Suburban | College | 1,672,639,200 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | eb3a8ff1-8ed8-4324-8558-2e454c2cf23f | churn | 0.521041 | 1 | churn | 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 | Male | 65 | No | No | Employed | Suburban | High School or Below | 1,672,639,200 |
70 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | 6539f5ca-7612-44af-ad47-beb3ef97933e | no_churn | 0.058903 | 0 | no_churn | -0.035399 | -0.001848 | 0.042522 | 0.016034 | -0.028455 | -0.130052 | -0.002888 | -0.02144 | Female | 54 | Yes | No | Employed | Suburban | Master | 1,672,639,200 |
4 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9f7dd8e2-09b1-43cb-a3da-41a086c96b6b | no_churn | 0.140757 | 0 | no_churn | 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 | Male | 28 | No | Yes | Employed | Suburban | High School or Below | 1,672,639,200 |
60 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 6f47b616-d9ac-430c-9eb6-ab6e4723ee07 | no_churn | 0.036801 | 0 | no_churn | -0.11355 | -0.006831 | -0.079295 | -0.005175 | -0.086435 | 0.035287 | -0.006609 | -0.006419 | Male | 47 | No | No | Employed | Suburban | College | 1,672,639,200 |
12 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | fb7d999c-fc82-4d43-97a2-68cbbe1bcae7 | churn | 0.225819 | 1 | churn | 0.064203 | -0.003324 | 0.000602 | -0.040239 | -0.088439 | 0.072692 | -0.034183 | -0.054836 | Female | 58 | No | No | Employed | Rural | Bachelor | 1,672,639,200 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f3888b7c-9a5e-4c8a-85e3-93661a2a82e8 | churn | 0.818874 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 38 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,639,200 |
8 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8e146f0d-149c-487b-b7ab-6c98ba94d71a | no_churn | 0.012666 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Female | 21 | No | No | Unemployed | Suburban | College | 1,672,639,200 |
24 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | f375fbdc-6714-47a2-8bd0-5de44a47895c | no_churn | 0.302077 | 0 | no_churn | -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 | Female | 35 | Yes | No | Employed | Suburban | Bachelor | 1,672,639,200 |
6 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 311f8062-65df-47b9-903e-1116b33f6a50 | no_churn | 0.759721 | 0 | no_churn | 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 | Female | 73 | Yes | No | Employed | Suburban | College | 1,672,639,200 |
7 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | c03fc90c-3f54-4965-b422-10f3ffc18081 | no_churn | 0.109087 | 0 | no_churn | -0.0501 | -0.004782 | -0.107539 | -0.069049 | -0.134896 | 0.05464 | 0.060608 | 0.022091 | Female | 21 | No | Yes | Medical Leave | Urban | College | 1,672,639,200 |
50 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | 69357999-ce28-42f6-8b26-544f8da1041e | no_churn | 0.234037 | 0 | no_churn | -0.062793 | -0.004473 | 0.03611 | -0.037953 | -0.036681 | -0.198874 | 0.032832 | 0.032806 | Male | 67 | No | No | Unemployed | Suburban | High School or Below | 1,672,639,200 |
49 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 277582f5-adf5-4fc9-9ea1-1f3131ba2ef5 | no_churn | 0.026379 | 0 | no_churn | -0.149742 | -0.002965 | -0.013691 | -0.065743 | 0.0701 | 0.066229 | 0.049247 | 0.087539 | Male | 44 | Yes | No | Employed | Suburban | High School or Below | 1,672,639,200 |
31 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | f782c211-9183-4026-82b0-86695c1ecf52 | no_churn | 0.046679 | 0 | no_churn | -0.02748 | -0.002235 | -0.036935 | -0.01902 | -0.004733 | 0.096588 | 0.090738 | 0.02455 | Male | 61 | No | Yes | Medical Leave | Rural | High School or Below | 1,672,639,200 |
64 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 067679bc-c78b-45aa-bf51-4515532d725f | no_churn | 0.151535 | 0 | no_churn | -0.293315 | -0.005002 | 0.020104 | -0.046437 | 0.021665 | 0.01443 | 0.007503 | 0.012026 | Female | 25 | No | No | Unemployed | Suburban | Master | 1,672,639,200 |
52 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 7fede039-1aff-407c-bd1e-1a6e0034fc5b | no_churn | 0.027387 | 0 | no_churn | -0.08837 | -0.00356 | -0.005738 | -0.026052 | -0.024701 | -0.048042 | -0.025529 | -0.027034 | Female | 44 | No | Yes | Medical Leave | Urban | College | 1,672,639,200 |
17 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 42a5d1e8-eda1-4bba-ad38-bba7b86e1b83 | churn | 0.524446 | 1 | churn | 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 | Male | 37 | No | No | Unemployed | Rural | Bachelor | 1,672,639,200 |
29 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 2ae86ce0-31ba-4701-8380-81a55a682dfa | no_churn | 0.269444 | 0 | no_churn | -0.03127 | -0.004849 | 0.051746 | -0.016763 | 0.138511 | 0.065894 | 0.122955 | 0.101631 | Male | 48 | No | No | Employed | Suburban | Bachelor | 1,672,639,200 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | d0c848f7-64c5-4253-bdd0-f9389f7fc4af | churn | 0.467599 | 1 | churn | 0.128661 | -0.002105 | 0.09974 | 0.056398 | 0.093778 | 0.146736 | 0.077356 | 0.043742 | Male | 62 | Yes | No | Employed | Suburban | College | 1,672,639,200 |
1 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | ecbe8dc3-57a5-49ed-96c8-3e089604f3ac | churn | 0.917107 | 1 | churn | 0.290715 | -0.001972 | 0.055719 | -0.044387 | 0.069005 | 0.15692 | 0.094683 | 0.10029 | Male | 20 | No | Yes | Disabled | Suburban | High School or Below | 1,672,639,200 |
23 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d1cfa51f-01d5-42da-8de1-e4872366e84f | no_churn | 0.016089 | 0 | no_churn | -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 | Female | 67 | No | No | Employed | Suburban | High School or Below | 1,672,639,200 |
67 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | 8339164d-106d-4681-bc10-13115f3fe830 | no_churn | 0.173436 | 0 | no_churn | -0.129289 | -0.003315 | 0.023721 | 0.021796 | -0.095194 | 0.049933 | 0.017873 | 0.025449 | Female | 80 | No | Yes | Employed | Suburban | College | 1,672,639,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 78e8f77b-feaf-4424-a5a8-b0bd41bfae77 | churn | 0.6718 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 75 | No | Yes | Medical Leave | Suburban | College | 1,672,639,200 |
61 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f989e4f6-6ac8-4ec5-b0b6-a1b33603863b | no_churn | 0.028614 | 0 | no_churn | -0.054998 | -0.001454 | 0.007248 | 0.010658 | -0.042005 | 0.054067 | -0.03984 | -0.042703 | Male | 20 | No | Yes | Employed | Suburban | College | 1,672,639,200 |
50 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Active | 75e28d5d-66ca-467d-8033-b3969eaf93b8 | no_churn | 0.105777 | 0 | no_churn | -0.052579 | -0.012464 | 0.002487 | -0.059211 | -0.068583 | -0.06567 | 0.057019 | 0.041308 | Male | 42 | No | No | Employed | Suburban | College | 1,672,725,600 |
11 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <50hrs | Active | e18d934d-c9de-487a-9b58-bf9d54a5bd30 | no_churn | 0.267947 | 0 | no_churn | -0.000235 | -0.009021 | -0.078721 | -0.049015 | -0.157391 | 0.043609 | 0.057975 | 0.043771 | Male | 44 | Yes | Yes | Retired | Suburban | High School or Below | 1,672,725,600 |
71 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 08247c12-f616-476d-b64f-a778cd00549f | no_churn | 0.004667 | 0 | no_churn | -0.094872 | -0.001134 | 0.032608 | -0.011939 | -0.054917 | 0.076466 | 0.047138 | 0.047623 | Male | 55 | No | Yes | Employed | Suburban | College | 1,672,725,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 38fc1461-023a-4a05-816a-8dc6d25f0843 | no_churn | 0.022674 | 0 | no_churn | -0.104226 | -0.00588 | 0.009917 | -0.050638 | -0.130272 | 0.044567 | 0.022986 | 0.042853 | Female | 68 | No | Yes | Unemployed | Urban | Master | 1,672,725,600 |
58 | Yes | Yes | Medium Speed | In_Store_Support | One year | <80hrs | Active | 2e2785dd-b636-42ec-a4f8-0f2d7c0fcb66 | no_churn | 0.072272 | 0 | no_churn | -0.083361 | -0.005207 | -0.050559 | -0.031708 | -0.058232 | -0.059332 | 0.019329 | 0.030044 | Male | 53 | No | No | Employed | Suburban | High School or Below | 1,672,725,600 |
48 | Yes | No | High Speed | Phone_Support | Two year | <80hrs | Active | 5aa11fce-c32a-42aa-a9eb-4c23e80614d8 | no_churn | 0.015836 | 0 | no_churn | -0.028884 | -0.000254 | 0.000975 | -0.003963 | 0.075281 | -0.169745 | -0.00095 | 0.068513 | Male | 45 | No | No | Unemployed | Suburban | College | 1,672,725,600 |
35 | Yes | Yes | High Speed | Phone_Support | One year | 100hrs+ | Active | d4e572ad-d930-4729-b6d9-17ba459d1f1f | churn | 0.12665 | 1 | churn | -0.02983 | 0.000849 | 0.090279 | 0.056431 | 0.122243 | 0.079472 | 0.149422 | 0.102109 | Female | 68 | No | No | Employed | Suburban | Doctor | 1,672,725,600 |
9 | No | No phone service | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 61720f9c-9428-4541-b50e-a6e7de289323 | churn | 0.327216 | 1 | churn | 0.09145 | 0.021261 | -0.01114 | 0.004869 | 0.062872 | 0.137408 | 0.100156 | 0.025599 | Female | 50 | No | Yes | Employed | Rural | High School or Below | 1,672,725,600 |
24 | No | No phone service | Low Speed | Phone_Support | Two year | <80hrs | Active | 2fd5352c-5f7d-42c3-8ebc-2f471a6991fc | no_churn | 0.016091 | 0 | no_churn | 0.003487 | 0.008605 | -0.025729 | 0.042203 | 0.078116 | -0.162535 | 0.051933 | 0.057394 | Female | 72 | No | Yes | Employed | Rural | College | 1,672,725,600 |
69 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 8a33a29c-23d7-4227-99eb-8004cf82a3ad | no_churn | 0.028652 | 0 | no_churn | -0.066666 | -0.005138 | 0.01769 | -0.052826 | -0.149819 | 0.04196 | 0.028403 | 0.04237 | Female | 75 | Yes | Yes | Unemployed | Suburban | College | 1,672,725,600 |
65 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | f53563e6-d457-4769-8b3f-6dfaa3b2e9ad | no_churn | 0.010056 | 0 | no_churn | -0.10446 | -0.001181 | -0.026881 | -0.001467 | 0.016475 | -0.220725 | 0.033658 | 0.045556 | Female | 61 | Yes | No | Unemployed | Suburban | College | 1,672,725,600 |
16 | Yes | No | High Speed | Phone_Support | Two year | <80hrs | Active | 7197caac-e9a7-40fb-9eca-bb851fd866a5 | no_churn | 0.013267 | 0 | no_churn | 0.030639 | -0.002214 | -0.04027 | -0.008665 | 0.061601 | -0.188963 | 0.037731 | 0.050615 | Male | 56 | Yes | No | Employed | Suburban | Bachelor | 1,672,725,600 |
49 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | ce26d624-e048-4009-8568-711a9832f48d | no_churn | 0.041514 | 0 | no_churn | -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 | Male | 20 | No | Yes | Employed | Urban | High School or Below | 1,672,725,600 |
34 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 087d272c-3528-49cc-bafc-2e6a5d5697ca | no_churn | 0.103956 | 0 | no_churn | -0.080782 | -0.007018 | -0.043093 | -0.023667 | -0.05247 | 0.067478 | 0.062286 | 0.031574 | Female | 43 | Yes | No | Employed | Urban | College | 1,672,725,600 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | c817ceea-1788-4725-9f6a-150c9cc41405 | no_churn | 0.002697 | 0 | no_churn | -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 | Female | 64 | No | No | Employed | Suburban | College | 1,672,725,600 |
25 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 142c0ca8-a8aa-4117-a769-c91b6b2949ff | no_churn | 0.098061 | 0 | no_churn | -0.143309 | 0.024934 | -0.007773 | -0.033535 | -0.116268 | 0.077993 | -0.011946 | 0.040878 | Male | 74 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,725,600 |
26 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 44c78ada-3178-41d9-b1c9-7f70a0a37679 | no_churn | 0.129214 | 0 | no_churn | -0.100311 | -0.009115 | -0.035654 | 0.001839 | -0.116212 | 0.060765 | 0.063733 | 0.049929 | Female | 32 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,725,600 |
38 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 9827e9e3-be25-4060-bc5e-5d94aed53e61 | churn | 0.140037 | 1 | churn | 0.001872 | -0.009371 | -0.016935 | -0.005409 | 0.041561 | 0.091509 | 0.083655 | 0.046711 | Male | 39 | No | Yes | Employed | Suburban | High School or Below | 1,672,725,600 |
18 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | aadcef6e-a6b9-4e88-a7c4-718301eac01b | no_churn | 0.121843 | 0 | no_churn | -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 | Male | 56 | No | Yes | Disabled | Urban | Bachelor | 1,672,725,600 |
3 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5b2f40f0-c11a-4cde-a518-43a5102b72af | no_churn | 0.239706 | 0 | no_churn | 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 | Female | 57 | No | No | Employed | Suburban | Bachelor | 1,672,725,600 |
5 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5869d191-5883-4424-9f5d-ae36c180134e | no_churn | 0.27579 | 0 | no_churn | -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 | Female | 43 | No | No | Medical Leave | Suburban | High School or Below | 1,672,725,600 |
28 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 8ab200bc-7319-4162-90ea-678cf0c706a7 | no_churn | 0.037503 | 0 | no_churn | -0.061734 | -0.0074 | -0.014817 | -0.027343 | 0.009058 | -0.080146 | -0.044323 | -0.042322 | Male | 33 | Yes | No | Employed | Suburban | Bachelor | 1,672,725,600 |
23 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 580e0d63-aabc-4cf1-be72-27dc75997e6e | no_churn | 0.04984 | 0 | no_churn | -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 | Female | 72 | No | No | Employed | Rural | College | 1,672,725,600 |
23 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ffed227f-4c86-4479-a917-37860f381c07 | no_churn | 0.011827 | 0 | no_churn | 0.02377 | 0.16532 | 0.048574 | 0.06438 | 0.130257 | 0.123741 | 0.00558 | -0.000649 | Female | 38 | Yes | No | Employed | Suburban | Master | 1,672,725,600 |
25 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ef7a9e42-7eca-4763-8a4c-1ecb9050cc0e | churn | 0.06653 | 1 | churn | -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 | Male | 30 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,725,600 |
4 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f88dae45-3705-46a4-971c-a1175ae96ba1 | no_churn | 0.280309 | 0 | no_churn | 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 | Male | 51 | Yes | Yes | Unemployed | Rural | Master | 1,672,725,600 |
59 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d8f2c7e7-8d43-43ec-a597-880e873f9927 | no_churn | 0.011918 | 0 | no_churn | -0.072395 | -0.007852 | 0.009029 | -0.06127 | -0.066545 | 0.038931 | -0.020358 | -0.008568 | Female | 68 | No | No | Unemployed | Rural | High School or Below | 1,672,725,600 |
53 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5de8339f-a82c-4511-995f-3a1ddaf774e3 | no_churn | 0.066659 | 0 | no_churn | -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 | Male | 73 | No | No | Unemployed | Suburban | High School or Below | 1,672,725,600 |
36 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | f49a36e6-57d1-4dc2-8640-2a9b8b560887 | no_churn | 0.063316 | 0 | no_churn | -0.040159 | -0.006634 | -0.015928 | -0.114091 | 0.015486 | -0.064179 | -0.012427 | -0.031094 | Male | 78 | No | No | Employed | Rural | College | 1,672,725,600 |
55 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 95b90a56-520a-4ef7-8214-ea5e61dd61ad | churn | 0.044972 | 1 | churn | 0.034916 | 0.000942 | 0.012452 | 0.030286 | 0.024411 | -0.026055 | -0.004122 | -0.00119 | Male | 80 | Yes | Yes | Employed | Rural | Bachelor | 1,672,725,600 |
19 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5092cba6-420e-4cbb-b604-b80474ea4dbe | no_churn | 0.18297 | 0 | no_churn | -0.01306 | -0.006277 | -0.102139 | -0.01234 | -0.052452 | 0.029748 | -0.026699 | -0.028305 | Female | 63 | No | Yes | Employed | Urban | Bachelor | 1,672,725,600 |
70 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 76309b56-d81d-45ea-9f4a-4ed1f5f6f4a2 | no_churn | 0.017108 | 0 | no_churn | -0.098543 | -0.002921 | -0.012031 | -0.054569 | 0.002218 | 0.050972 | -0.029663 | -0.049488 | Female | 22 | No | No | Employed | Urban | College | 1,672,725,600 |
66 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 5e812632-8df5-48e0-a165-037ecb27c3db | no_churn | 0.006829 | 0 | no_churn | -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 | Male | 44 | No | Yes | Disabled | Urban | Bachelor | 1,672,725,600 |
37 | No | No phone service | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | bd39052e-f621-4a09-94be-e69cf54e8ed4 | no_churn | 0.071517 | 0 | no_churn | -0.061432 | 0.022312 | 0.002397 | -0.035342 | -0.03896 | -0.127229 | -0.013491 | -0.01728 | Female | 38 | No | No | Medical Leave | Suburban | College | 1,672,725,600 |
4 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b4e55a1f-8ae2-453f-b1a0-2d57e538009a | no_churn | 0.243459 | 0 | no_churn | 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 | Male | 58 | No | Yes | Unemployed | Suburban | Master | 1,672,725,600 |
19 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 20d87a42-3331-45e8-bb8e-15c8e5178aa7 | no_churn | 0.109047 | 0 | no_churn | -0.059182 | -0.011887 | -0.009676 | -0.052276 | -0.036763 | 0.042145 | -0.03913 | -0.031008 | Male | 61 | No | Yes | Unemployed | Urban | College | 1,672,725,600 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7712df7f-308b-429e-8acd-03f98f535d53 | no_churn | 0.202959 | 0 | no_churn | 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 | Female | 27 | No | Yes | Medical Leave | Rural | Bachelor | 1,672,725,600 |
23 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 89d7d38d-f689-41fa-bc85-ba7f31eb4115 | no_churn | 0.016058 | 0 | no_churn | -0.110315 | 0.04116 | -0.004746 | -0.04916 | -0.117344 | 0.052033 | -0.023264 | -0.05739 | Male | 61 | Yes | No | Unemployed | Urban | College | 1,672,725,600 |
28 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | 0653e217-9568-42c2-9f9d-56a437b46b79 | no_churn | 0.035216 | 0 | no_churn | -0.080501 | 0.015784 | 0.00246 | -0.032034 | -0.033452 | -0.097326 | -0.015787 | -0.018169 | Male | 71 | No | Yes | Unemployed | Suburban | Doctor | 1,672,725,600 |
28 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <50hrs | Active | cc2eef29-50f8-448a-b016-90527ee0f1c1 | no_churn | 0.601769 | 1 | churn | 0.063273 | -0.000354 | 0.059116 | -0.02341 | 0.165842 | 0.131523 | 0.130482 | 0.144502 | Female | 78 | Yes | No | Employed | Suburban | Bachelor | 1,672,725,600 |
72 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 040bdf8e-c4e1-4e2f-86ea-f905d92d968e | no_churn | 0.025329 | 0 | no_churn | -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 | Female | 29 | No | No | Unemployed | Suburban | College | 1,672,725,600 |
45 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | 823384b8-5121-428e-b514-439492333562 | no_churn | 0.242238 | 0 | no_churn | -0.211794 | -0.00285 | -0.002738 | -0.161126 | 0.046349 | -0.002476 | 0.060973 | 0.044636 | Female | 37 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,725,600 |
71 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | d52102b2-5f86-4baa-8d62-a41bbccff1db | no_churn | 0.028941 | 0 | no_churn | -0.157881 | -0.001421 | 0.000059 | 0.019457 | -0.094388 | 0.046641 | 0.083379 | 0.058463 | Female | 69 | Yes | No | Retired | Suburban | College | 1,672,725,600 |
68 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 2f290853-1d5e-48fe-a43a-a829648e5c7b | churn | 0.128557 | 0 | no_churn | -0.04879 | 0.001423 | 0.077058 | 0.083813 | -0.089017 | 0.067382 | 0.112088 | 0.097018 | Male | 75 | Yes | No | Employed | Suburban | High School or Below | 1,672,725,600 |
50 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 15d1deeb-02be-4e7e-a107-0604df14a414 | no_churn | 0.24827 | 0 | no_churn | -0.003821 | -0.000635 | 0.031293 | 0.036592 | 0.130052 | 0.115984 | 0.045255 | 0.019588 | Male | 44 | Yes | Yes | Medical Leave | Urban | High School or Below | 1,672,725,600 |
72 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 82973a18-c87f-4928-9ed1-f66c3811a709 | churn | 0.014194 | 0 | no_churn | -0.167514 | -0.000096 | 0.035549 | -0.006678 | 0.036466 | 0.119121 | 0.124469 | 0.120989 | Male | 64 | No | Yes | Medical Leave | Suburban | High School or Below | 1,672,725,600 |
65 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 95dc2b85-40f7-4e9e-b4d8-084936154efd | churn | 0.337956 | 1 | churn | -0.191967 | 0.000053 | -0.01802 | -0.007005 | 0.02629 | 0.038686 | 0.04953 | 0.086075 | Female | 23 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,725,600 |
20 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <50hrs | Active | 5601a656-ed9b-4944-907d-2f9e91237516 | no_churn | 0.263838 | 0 | no_churn | -0.097144 | -0.011384 | 0.001855 | -0.088234 | -0.194627 | 0.053488 | 0.057663 | 0.058024 | Male | 39 | No | No | Employed | Urban | High School or Below | 1,672,725,600 |
72 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 002cfe5a-89f6-4417-8f8c-6f0f6a72ef15 | no_churn | 0.052584 | 0 | no_churn | -0.204567 | -0.005431 | -0.001963 | -0.003851 | -0.029792 | 0.047056 | -0.021316 | 0.051749 | Female | 62 | No | No | Unemployed | Suburban | Master | 1,672,725,600 |
33 | Yes | No | High Speed | In_Store_Support | One year | <80hrs | Active | 0d05aea7-6bf2-4257-84b3-2f5213d69502 | no_churn | 0.134825 | 0 | no_churn | -0.049061 | -0.0023 | -0.057271 | -0.038853 | -0.061976 | -0.051929 | 0.017413 | 0.044951 | Male | 67 | Yes | Yes | Unemployed | Suburban | Master | 1,672,725,600 |
54 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 87c8f149-de2e-463d-b8b8-b04e14598e02 | no_churn | 0.111682 | 0 | no_churn | -0.004151 | -0.002856 | 0.058535 | 0.084981 | 0.167918 | 0.093818 | 0.13354 | 0.04252 | Male | 78 | No | Yes | Disabled | Suburban | Bachelor | 1,672,725,600 |
72 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | aa2fcdb1-8ff6-404e-87bc-153493e5eb9d | no_churn | 0.024942 | 0 | no_churn | -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 | Female | 26 | No | Yes | Disabled | Suburban | Master | 1,672,725,600 |
65 | Yes | Yes | Fiber optic | Phone_Support | One year | 100hrs+ | Active | c3480ee5-b95c-4a29-8e7e-f31f3f9b0834 | no_churn | 0.227148 | 0 | no_churn | -0.152702 | -0.001474 | 0.046244 | -0.072226 | 0.00292 | -0.038863 | -0.026198 | -0.006728 | Male | 61 | No | Yes | Unemployed | Suburban | Master | 1,672,725,600 |
49 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | <50hrs | Active | 2da257af-6b1d-4073-a185-93e6079207d3 | no_churn | 0.195363 | 0 | no_churn | -0.066037 | -0.002532 | 0.034675 | 0.072753 | -0.031928 | 0.065144 | 0.081395 | 0.047336 | Male | 38 | Yes | Yes | Unemployed | Suburban | College | 1,672,725,600 |
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