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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | d4b22ee4-fb74-4e5f-949f-cd5cbe213955 | no_churn | 0.084328 | 0 | no_churn | -0.171173 | -0.004324 | -0.078551 | 0.028725 | 0.031743 | 0.029432 | -0.02295 | -0.021928 | Male | 68 | No | No | Unemployed | Urban | High School or Below | 1,671,688,800 |
13 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 0af0f412-e1a2-4592-9c97-f8d01252ad20 | churn | 0.604557 | 1 | churn | 0.03926 | -0.004494 | -0.080147 | -0.072513 | 0.10397 | 0.097524 | 0.015218 | 0.09731 | Female | 37 | Yes | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | c946aab0-4c47-45d1-b82a-13881844c987 | no_churn | 0.110508 | 0 | no_churn | -0.049081 | -0.004439 | -0.019843 | -0.047831 | 0.022635 | -0.105128 | -0.023235 | -0.022104 | Female | 48 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d492edf1-791d-414b-857d-d0954199666d | churn | 0.812514 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Male | 28 | No | No | Disabled | Urban | Bachelor | 1,671,688,800 |
8 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6c46b1c7-270e-4d9d-b881-f1926aa1ddd5 | churn | 0.206629 | 1 | churn | -0.033422 | 0.02942 | 0.009027 | -0.054485 | -0.202914 | 0.0556 | -0.026206 | -0.036046 | Female | 60 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
46 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | 939e6b15-cdb4-414b-845e-18f747ad6655 | no_churn | 0.066926 | 0 | no_churn | -0.073323 | 0.029632 | 0.005044 | -0.035333 | -0.066887 | -0.054076 | -0.03153 | -0.022553 | Female | 69 | No | No | Employed | Suburban | Master | 1,671,688,800 |
69 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 9a43da0d-5c49-4900-8bc3-d03aa8d6105e | no_churn | 0.012011 | 0 | no_churn | -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 | Male | 64 | Yes | Yes | Employed | Suburban | College | 1,671,688,800 |
33 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5dd017e0-1b6e-469b-8cec-f26ea21a6893 | no_churn | 0.170904 | 0 | no_churn | -0.055401 | -0.004044 | 0.011123 | -0.142355 | 0.036994 | 0.039038 | -0.055557 | -0.068824 | Male | 79 | Yes | Yes | Unemployed | Suburban | College | 1,671,688,800 |
60 | Yes | No | Low Speed | Web_Chat_Support | Two year | <50hrs | Active | 67063bd3-58de-4dac-8357-38e7b7552c49 | no_churn | 0.100375 | 0 | no_churn | -0.070401 | -0.001932 | -0.007241 | -0.014058 | 0.05317 | -0.198918 | 0.048848 | 0.051505 | Male | 30 | No | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
8 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 36f682d9-aaf4-443f-933a-602709e867df | churn | 0.206629 | 1 | churn | -0.033422 | 0.02942 | 0.009027 | -0.054485 | -0.202914 | 0.0556 | -0.026206 | -0.036046 | Female | 78 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
31 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | caa9097a-9a45-48b1-ada8-6b13dcec1d39 | no_churn | 0.049411 | 0 | no_churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Female | 26 | Yes | No | Employed | Suburban | Doctor | 1,671,688,800 |
12 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | ef2c4e97-6347-40b5-905e-8589a603d355 | no_churn | 0.130379 | 0 | no_churn | -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 | Female | 58 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4cb30044-ebaf-45c7-a3eb-981a502d72e9 | no_churn | 0.076514 | 0 | no_churn | 0.007438 | -0.002083 | 0.067188 | -0.007373 | 0.09178 | 0.101813 | -0.031843 | -0.005898 | Male | 56 | No | Yes | Unemployed | Rural | Bachelor | 1,671,688,800 |
1 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5935503b-1c8c-4e4a-9abe-a49b9cb4cf46 | churn | 0.612621 | 1 | churn | 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 | Female | 62 | Yes | Yes | Employed | Suburban | College | 1,671,688,800 |
65 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 4bf10cec-e15c-4ecd-ba37-e68720fa88b8 | no_churn | 0.557225 | 0 | no_churn | -0.276684 | -0.003898 | 0.025964 | -0.045927 | 0.017261 | 0.032966 | -0.020202 | 0.001493 | Female | 45 | No | Yes | Medical Leave | Suburban | College | 1,671,688,800 |
25 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 50470de2-c767-42bb-abe9-b11e0f66f6e0 | no_churn | 0.356552 | 0 | no_churn | -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 | Female | 43 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
12 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | bb5d1db5-06d4-4b44-920a-5569a292818b | no_churn | 0.756522 | 1 | churn | 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 | Female | 24 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
33 | Yes | No | Fiber optic | Phone_Support | One year | <50hrs | Active | 149e6742-d38a-4a30-8b24-7f5da9dbd685 | churn | 0.313303 | 1 | churn | 0.030964 | 0.000258 | 0.022296 | -0.008968 | -0.033745 | 0.007784 | -0.023787 | 0.006171 | Male | 69 | Yes | Yes | Employed | Urban | College | 1,671,688,800 |
4 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | c4987bd7-3838-4987-9194-f788adf00400 | churn | 0.658473 | 1 | churn | 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 | Male | 52 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
14 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8a229baf-896a-471e-aa8d-e2e27c20debf | no_churn | 0.295385 | 0 | no_churn | -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 | Female | 47 | No | No | Unemployed | Rural | College | 1,671,688,800 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ad1af345-ad3d-4588-ad00-4ab9f91fe501 | no_churn | 0.198281 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Male | 59 | No | No | Unemployed | Urban | High School or Below | 1,671,688,800 |
72 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | d7827d4a-1873-41f2-901a-6b2c32680d35 | no_churn | 0.029108 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 52 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,688,800 |
32 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 71693564-01de-426b-ae3b-44e28f23e950 | churn | 0.352623 | 1 | churn | -0.098415 | -0.002273 | 0.074412 | 0.000222 | -0.025938 | 0.085086 | -0.032138 | 0.017768 | Female | 68 | No | No | Retired | Rural | Bachelor | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | e4cadded-3ba1-4c9d-9a62-c338b280880d | churn | 0.785376 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Male | 66 | No | Yes | Retired | Rural | Master | 1,671,688,800 |
3 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4325af5d-efb2-46f0-9bba-e9b78fd95eea | no_churn | 0.123762 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Male | 65 | No | Yes | Employed | Rural | College | 1,671,688,800 |
32 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 6035d577-6737-4332-8c64-58c2e43ba232 | no_churn | 0.099283 | 0 | no_churn | -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 | Male | 55 | No | Yes | Employed | Rural | College | 1,671,688,800 |
44 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0c120120-6d63-41a2-9f70-bec5d3e3f0ec | churn | 0.377762 | 1 | churn | -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 | Male | 58 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 21658462-b89f-4e5f-a84b-b10ce46410b6 | no_churn | 0.0582 | 0 | no_churn | -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 | Male | 23 | No | No | Unemployed | Rural | Master | 1,671,688,800 |
60 | Yes | No | High Speed | In_Store_Support | One year | <80hrs | Active | 446d2bc5-f8fa-4fce-8177-a8c682f03fc7 | no_churn | 0.031723 | 0 | no_churn | -0.084639 | -0.006132 | -0.008145 | -0.04164 | -0.046499 | -0.075516 | 0.023588 | 0.029958 | Male | 22 | No | Yes | Disabled | Rural | High School or Below | 1,671,688,800 |
37 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ff571a4c-4ff4-47fe-bf4a-523600e5ee0c | no_churn | 0.038968 | 0 | no_churn | -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 | Male | 75 | Yes | No | Employed | Urban | College | 1,671,688,800 |
31 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dbdbb8e0-a1e8-40b3-b033-965dd09dc2c1 | no_churn | 0.049411 | 0 | no_churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Male | 41 | No | Yes | Unemployed | Urban | Bachelor | 1,671,688,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1c19011b-2ca7-40ec-8107-757a2a6d4d7e | churn | 0.775758 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 41 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | fb3cd668-abf6-4e77-b48c-218d105d7bc2 | no_churn | 0.145601 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Female | 41 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 44618e18-4a12-4054-abed-97a2c7932803 | no_churn | 0.142796 | 0 | no_churn | -0.082237 | -0.002739 | 0.005407 | 0.051684 | -0.057327 | -0.135207 | -0.017696 | -0.030912 | Female | 23 | No | No | Employed | Suburban | College | 1,671,688,800 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 31d9afb7-fbbd-4a6c-a6e4-c0569b3bac65 | churn | 0.860834 | 1 | churn | 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 | Female | 50 | No | No | Employed | Urban | High School or Below | 1,671,688,800 |
8 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 896de7c4-8ae3-4b05-b56c-19f83ea843f9 | no_churn | 0.008382 | 0 | no_churn | 0.009852 | -0.008211 | -0.015727 | -0.043524 | 0.014233 | -0.151783 | -0.033853 | -0.040013 | Female | 53 | No | Yes | Retired | Urban | College | 1,671,688,800 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 517d30e6-baa2-4181-9e30-61450fdce8e4 | no_churn | 0.198281 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 79 | No | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
47 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | dd446487-d425-4c99-8d6d-66b9865c24dc | churn | 0.505917 | 1 | churn | -0.089142 | -0.00456 | -0.000608 | -0.035837 | 0.057927 | 0.061276 | 0.006554 | 0.085363 | Female | 80 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
19 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 89389b86-ee05-4dc6-9b87-149e6f02c7ac | no_churn | 0.106532 | 0 | no_churn | 0.013483 | -0.003752 | -0.034185 | 0.01759 | 0.007371 | -0.15245 | -0.020584 | -0.020833 | Female | 39 | Yes | No | Employed | Rural | Master | 1,671,688,800 |
69 | Yes | Yes | High Speed | Phone_Support | Two year | <50hrs | Active | c9e8d713-fc4b-4314-8b34-652a06d2e103 | no_churn | 0.013278 | 0 | no_churn | -0.060858 | -0.001782 | 0.026255 | -0.03185 | 0.033115 | -0.254322 | 0.059401 | 0.051016 | Female | 47 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
1 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 62563f35-5a84-4f26-8689-65411cddae7a | churn | 0.612621 | 1 | churn | 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 | Female | 38 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
61 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | cf59d412-31df-4f11-a3f9-2d61a8e68208 | no_churn | 0.093133 | 0 | no_churn | -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 | Male | 41 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
43 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 8168e3b5-6b83-4ad3-80b1-bae6dba0ca33 | no_churn | 0.349257 | 0 | no_churn | -0.172774 | -0.006676 | 0.010322 | -0.109918 | 0.038667 | 0.021752 | -0.005861 | 0.015463 | Female | 34 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 18ea01ff-7588-42a9-8363-c40dc63f7436 | no_churn | 0.051305 | 0 | no_churn | -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 | Female | 78 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
71 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 310b281c-e4d9-450f-b8a9-878781c6cec1 | no_churn | 0.00194 | 0 | no_churn | -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 | Female | 55 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
41 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 7a4c93bb-6819-4cd7-adf6-7944bce1ebfd | no_churn | 0.203946 | 0 | no_churn | -0.029378 | -0.000406 | 0.006909 | 0.070697 | 0.083842 | -0.10965 | 0.072646 | 0.066315 | Male | 63 | No | Yes | Medical Leave | Urban | Bachelor | 1,671,688,800 |
38 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | fdabc524-bcfc-4463-90bf-41420e9902c1 | churn | 0.184207 | 1 | churn | -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 | Male | 75 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
8 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | a256059f-8f9e-45d1-93ee-ae507411fc56 | churn | 0.574116 | 1 | churn | 0.196313 | -0.003741 | -0.024201 | 0.03615 | 0.125181 | 0.165894 | 0.159126 | 0.064253 | Female | 51 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 8fa633c9-9ea4-426c-8ae7-a399028a3f3d | churn | 0.880348 | 1 | churn | 0.147978 | -0.005054 | -0.06619 | -0.0369 | 0.069485 | 0.121387 | 0.024629 | 0.078972 | Male | 45 | Yes | No | Medical Leave | Suburban | College | 1,671,688,800 |
58 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | 386e0d07-f843-41a2-b514-c1d98a19d697 | no_churn | 0.029393 | 0 | no_churn | -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 | Male | 62 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
69 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | eb205daf-fdb1-40f0-9832-b15e33047f12 | no_churn | 0.012011 | 0 | no_churn | -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 | Male | 78 | No | No | Employed | Suburban | College | 1,671,688,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6c40104f-ad7f-4641-b7ec-c1adc2ced900 | churn | 0.626541 | 1 | churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Male | 66 | Yes | No | Employed | Urban | Master | 1,671,688,800 |
24 | Yes | Yes | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 7540d441-1635-406e-85ea-d24e64ea214e | no_churn | 0.066267 | 0 | no_churn | -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 | Female | 22 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
71 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 7732c184-a08a-4710-9401-b653f3e645de | no_churn | 0.00234 | 0 | no_churn | -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 | Male | 44 | No | Yes | Unemployed | Rural | College | 1,671,688,800 |
70 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | fea909f0-68c0-433c-a756-87560e2281f5 | no_churn | 0.018842 | 0 | no_churn | -0.066278 | -0.003669 | -0.015076 | -0.019725 | -0.001886 | -0.113211 | -0.020757 | -0.028423 | Male | 50 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
50 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | 1320bc5f-9495-43da-8e93-3677e235f465 | no_churn | 0.112963 | 0 | no_churn | -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 | Female | 43 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
58 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | b4618511-8085-42af-ae5e-1a81053063c2 | no_churn | 0.029393 | 0 | no_churn | -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 | Female | 20 | Yes | Yes | Disabled | Rural | Bachelor | 1,671,688,800 |
49 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 64e799e2-7801-41ca-b440-0223441ec7c6 | churn | 0.1404 | 1 | churn | -0.018774 | -0.002069 | -0.011684 | -0.029102 | 0.089043 | -0.027049 | 0.05762 | 0.082988 | Female | 39 | Yes | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | a4dd194b-6a54-4c0d-8470-946ded9f660a | no_churn | 0.110508 | 0 | no_churn | -0.049081 | -0.004439 | -0.019843 | -0.047831 | 0.022635 | -0.105128 | -0.023235 | -0.022104 | Male | 59 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
60 | Yes | Yes | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 92638704-7cab-4d25-8ea9-a76c46433d98 | no_churn | 0.006937 | 0 | no_churn | -0.036711 | -0.003538 | -0.013315 | -0.03526 | -0.010408 | -0.141394 | -0.014572 | -0.013829 | Female | 38 | No | No | Employed | Urban | High School or Below | 1,671,688,800 |
46 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | ed2bf393-2ee6-4669-bbbe-ce7aadb801fb | no_churn | 0.066926 | 0 | no_churn | -0.073323 | 0.029632 | 0.005044 | -0.035333 | -0.066887 | -0.054076 | -0.03153 | -0.022553 | Female | 71 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,688,800 |
44 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 63db3424-9bf9-4c7c-b9dd-5a5f94248455 | churn | 0.377762 | 1 | churn | -0.148574 | -0.002951 | 0.077666 | 0.058589 | 0.023219 | 0.083236 | -0.022541 | -0.034882 | Male | 57 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,688,800 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 91203a11-dc9f-4217-ac7e-fba42781f201 | no_churn | 0.60387 | 0 | no_churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Female | 66 | Yes | No | Unemployed | Suburban | College | 1,671,688,800 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f7ba2dbd-1b18-4bb1-aa93-ed47eb35c60d | no_churn | 0.354949 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 68 | No | No | Employed | Urban | College | 1,671,688,800 |
31 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ac95686c-173f-4d6b-8b01-958736c46fe0 | no_churn | 0.049411 | 0 | no_churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Female | 39 | No | Yes | Unemployed | Rural | High School or Below | 1,671,688,800 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9c9bf892-afd1-4277-8278-75385438aaf7 | no_churn | 0.086333 | 0 | no_churn | 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 | Female | 23 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
40 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 3baba643-adc5-43ff-9dcd-48b15ef3983f | no_churn | 0.462791 | 0 | no_churn | -0.205289 | -0.012272 | -0.050849 | -0.030136 | 0.047916 | 0.023383 | 0.01892 | 0.044824 | Male | 73 | No | Yes | Unemployed | Suburban | Doctor | 1,671,688,800 |
64 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | ec531be4-956a-426a-bed5-4c18166a8c9a | no_churn | 0.083295 | 0 | no_churn | -0.174489 | -0.00229 | 0.010109 | 0.005727 | 0.015796 | -0.14363 | 0.014062 | 0.02569 | Male | 60 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
70 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 7394998f-2456-4958-8599-427c0b129c43 | no_churn | 0.018842 | 0 | no_churn | -0.066278 | -0.003669 | -0.015076 | -0.019725 | -0.001886 | -0.113211 | -0.020757 | -0.028423 | Female | 42 | No | No | Employed | Urban | High School or Below | 1,671,688,800 |
25 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | b0c0e937-efa9-4f7c-9b1e-6232a1f1a934 | no_churn | 0.356552 | 0 | no_churn | -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 | Male | 68 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
69 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | f1cb3eac-4d1b-4d93-9d6f-b5ca3bb46a0f | no_churn | 0.012011 | 0 | no_churn | -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 | Female | 74 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
30 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 1897908d-8a67-409c-9840-64bfced0703d | no_churn | 0.377137 | 0 | no_churn | 0.030612 | 0.000263 | 0.077354 | 0.024938 | 0.07378 | 0.108908 | 0.096177 | 0.016251 | Male | 40 | Yes | Yes | Disabled | Suburban | Bachelor | 1,671,688,800 |
17 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | ea5373d5-3ae9-41e3-b89c-5b36b41f4b5f | no_churn | 0.138541 | 0 | no_churn | 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 | Female | 62 | No | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | aa441cdd-fb0a-4722-b44c-4a42d37efc8e | churn | 0.0582 | 0 | no_churn | -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 | Female | 59 | No | No | Employed | Urban | College | 1,671,688,800 |
24 | Yes | Yes | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 7b21d001-0599-4226-95fb-f7703cd36c6f | no_churn | 0.066267 | 0 | no_churn | -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 | Female | 31 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
39 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 4de7c718-9985-4893-8dc4-a6be322a7d10 | no_churn | 0.009674 | 0 | no_churn | -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 | Female | 73 | Yes | Yes | Medical Leave | Urban | College | 1,671,688,800 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | d8e19ab1-c59b-49e5-a08e-7b6a7178c209 | no_churn | 0.143856 | 0 | no_churn | -0.062152 | -0.004364 | 0.023945 | 0.027035 | -0.024541 | -0.133373 | -0.028432 | -0.064227 | Female | 62 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3b144b97-fab5-48df-961d-31b1a089f709 | no_churn | 0.596542 | 0 | no_churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Female | 70 | No | No | Unemployed | Urban | Bachelor | 1,671,688,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 34c1c2e4-5ad5-4038-83a4-c37e81185d3a | no_churn | 0.275131 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 72 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
53 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e592077c-dac7-4547-aa35-4d79365581c0 | no_churn | 0.034635 | 0 | no_churn | -0.046827 | -0.003584 | 0.005558 | -0.047868 | 0.013025 | -0.134884 | -0.026259 | -0.028189 | Female | 23 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
24 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2edd6ea9-eed6-4840-bd5d-e7aaa0202bd3 | churn | 0.416309 | 1 | churn | -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 | Female | 48 | Yes | Yes | Retired | Suburban | College | 1,671,688,800 |
41 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 093631b3-d0b0-4f9d-b2a5-6195a425b443 | no_churn | 0.203946 | 0 | no_churn | -0.029378 | -0.000406 | 0.006909 | 0.070697 | 0.083842 | -0.10965 | 0.072646 | 0.066315 | Male | 41 | No | Yes | Employed | Urban | High School or Below | 1,671,688,800 |
23 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6a6c215b-3e40-4c20-aaa7-62804d337069 | churn | 0.319701 | 1 | churn | -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 | Male | 62 | No | No | Employed | Suburban | College | 1,671,688,800 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 28cb8107-5c55-4835-9939-a1232dfb1eb1 | churn | 0.715384 | 1 | churn | 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 | Male | 31 | No | No | Unemployed | Rural | Bachelor | 1,671,688,800 |
27 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | b38117fc-e902-44cd-ab79-eb5dec39920b | no_churn | 0.009739 | 0 | no_churn | -0.054649 | -0.00472 | -0.022262 | -0.026701 | -0.031938 | -0.096839 | -0.01632 | -0.015597 | Male | 69 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
33 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6506c180-4be8-41ad-9ced-c2d6e0cf32de | no_churn | 0.170904 | 0 | no_churn | -0.055401 | -0.004044 | 0.011123 | -0.142355 | 0.036994 | 0.039038 | -0.055557 | -0.068824 | Female | 57 | No | No | Employed | Urban | Bachelor | 1,671,688,800 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | 9a914c55-3cef-430a-bf93-e5cd3e4d55b6 | churn | 0.004994 | 0 | no_churn | -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 | Male | 77 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
46 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | d481ef89-570c-422b-a2a8-e492a73a19d2 | no_churn | 0.160284 | 0 | no_churn | -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 | Male | 63 | No | No | Employed | Urban | Bachelor | 1,671,688,800 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d8ad82ea-df59-4ade-9a59-098d87f8bf79 | churn | 0.659815 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Male | 29 | No | No | Employed | Suburban | College | 1,671,688,800 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c56a3724-b706-4988-b9f7-c078d6eef56a | no_churn | 0.223923 | 0 | no_churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Male | 79 | No | No | Unemployed | Suburban | Bachelor | 1,671,688,800 |
53 | Yes | Yes | Low Speed | In_Store_Support | One year | <50hrs | Active | 08fe312e-eac6-4c6d-9c59-3cbc9458e587 | no_churn | 0.230578 | 0 | no_churn | -0.040781 | -0.000291 | 0.031455 | -0.018687 | 0.017294 | -0.023648 | 0.033994 | 0.021637 | Male | 46 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
39 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 84de27b8-3352-44c6-8513-549d3531a33c | no_churn | 0.009674 | 0 | no_churn | -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 | Female | 78 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
47 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 849af9d7-f591-41ec-bd74-388c1cd7dc6e | no_churn | 0.009796 | 0 | no_churn | -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 | Male | 22 | No | Yes | Medical Leave | Rural | High School or Below | 1,671,688,800 |
53 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Active | ffcd642e-0ecb-47fa-a15f-230181d4e88f | no_churn | 0.115027 | 0 | no_churn | -0.066198 | -0.001894 | -0.055578 | -0.104552 | 0.055907 | -0.121396 | 0.050178 | 0.054508 | Male | 30 | Yes | No | Employed | Urban | High School or Below | 1,671,688,800 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 2658932c-fd99-412c-a02f-c94269f00e50 | no_churn | 0.143856 | 0 | no_churn | -0.062152 | -0.004364 | 0.023945 | 0.027035 | -0.024541 | -0.133373 | -0.028432 | -0.064227 | Male | 58 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
32 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e3d7735d-b474-47cb-a21e-c209660bddc6 | no_churn | 0.099283 | 0 | no_churn | -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 | Female | 66 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 5b425846-6265-4985-8e73-89e69d316ab1 | churn | 0.860834 | 1 | churn | 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 | Male | 31 | No | No | Employed | Suburban | College | 1,671,688,800 |
56 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 6492d0d2-5ae0-411a-a060-dca59e6a0e3d | churn | 0.023478 | 0 | no_churn | 0.004266 | -0.003664 | -0.013477 | -0.022542 | 0.023032 | -0.169745 | -0.031991 | -0.054905 | Male | 28 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
69 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 2e7fb561-dd9b-425b-8d5b-aa8965d62f7b | no_churn | 0.013982 | 0 | no_churn | -0.089366 | 0.008464 | -0.003883 | -0.014955 | 0.003122 | -0.135179 | -0.016312 | -0.020917 | Female | 63 | No | Yes | Employed | Urban | High School or Below | 1,671,688,800 |
6 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b5d78417-f79f-464c-87e8-8c18a98adba3 | no_churn | 0.299161 | 0 | no_churn | 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 | Male | 48 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
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