Tenure int64 0 72 | PhoneService stringclasses 2
values | MultipleLines stringclasses 3
values | InternetSpeed stringclasses 4
values | SupportEligibility stringclasses 4
values | Contract stringclasses 3
values | MonthlyStreamingTime stringclasses 4
values | PremiumHDStreaming stringclasses 2
values | prediction_id stringlengths 36 36 | prediction_label stringclasses 2
values | prediction_score float64 0 0.95 | actual_score int64 0 1 | actual_label stringclasses 2
values | shap/Tenure float64 -0.3 0.39 | shap/PhoneService float64 -0.11 0.2 | shap/MultipleLines float64 -0.15 0.17 | shap/InternetSpeed float64 -0.22 0.25 | shap/SupportEligibility float64 -0.22 0.2 | shap/Contract float64 -0.28 0.19 | shap/MonthlyStreamingTime float64 -0.18 0.23 | shap/PremiumHDStreaming float64 -0.09 0.14 | Gender stringclasses 2
values | Age int64 20 80 | Dependents stringclasses 2
values | Partner stringclasses 2
values | EmploymentStatus stringclasses 5
values | LocationCode stringclasses 3
values | Education stringclasses 5
values | timestamp int64 1.67B 1.67B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 7b3c1988-04ca-48df-abb2-2972c9991daf | churn | 0.706284 | 1 | churn | 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 | Male | 77 | Yes | No | Unemployed | Urban | Bachelor | 1,673,157,600 |
41 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3c489f31-4f72-4dd8-9063-ad6245e47798 | no_churn | 0.332145 | 0 | no_churn | -0.045958 | -0.006394 | -0.008498 | 0.040928 | -0.137768 | 0.028762 | -0.030523 | -0.039574 | Male | 30 | Yes | Yes | Unemployed | Suburban | College | 1,673,157,600 |
35 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | c2bf21de-f23e-4fab-acc8-47ba15dc5beb | churn | 0.427822 | 1 | churn | -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 | Male | 45 | No | No | Employed | Rural | Master | 1,673,157,600 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 6c5b3a22-182c-4708-9586-7a14ef597123 | no_churn | 0.015617 | 0 | no_churn | -0.17674 | -0.00434 | 0.009904 | 0.053916 | -0.019714 | 0.046872 | -0.002844 | -0.026081 | Male | 57 | No | No | Employed | Suburban | College | 1,673,157,600 |
37 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 19de3527-c5f1-49f9-8231-abef8a1eee89 | no_churn | 0.304077 | 0 | no_churn | -0.128372 | -0.010711 | -0.079002 | 0.070656 | -0.050393 | 0.052284 | -0.010449 | -0.008066 | Male | 31 | No | Yes | Unemployed | Suburban | College | 1,673,157,600 |
39 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | bf28bfc9-8ceb-477e-84c3-5d8f8fbd7e14 | no_churn | 0.096744 | 0 | no_churn | -0.017926 | -0.010363 | -0.023386 | 0.077053 | -0.218636 | 0.022028 | -0.017461 | -0.030334 | Female | 60 | Yes | Yes | Employed | Suburban | Master | 1,673,157,600 |
57 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 3b503bd6-fc59-42b7-bc51-a979b6bc9899 | no_churn | 0.178048 | 0 | no_churn | -0.201653 | -0.006859 | -0.004071 | 0.035066 | -0.069127 | 0.019255 | -0.019385 | -0.022251 | Male | 22 | Yes | No | Unemployed | Suburban | College | 1,673,157,600 |
11 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | cc56a3d1-db74-47ed-8423-c9a5bef719ee | churn | 0.464857 | 1 | churn | -0.013226 | -0.003983 | -0.042523 | 0.028115 | -0.169354 | 0.054016 | -0.035588 | -0.053983 | Female | 54 | No | No | Unemployed | Suburban | Master | 1,673,157,600 |
30 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 43206549-e4fd-43a6-be56-f59568dd2c6e | no_churn | 0.417428 | 0 | no_churn | -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 | Male | 24 | Yes | No | Unemployed | Rural | Bachelor | 1,673,157,600 |
26 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 179ba3a6-9e3a-42af-a229-7cfbeb7a3445 | no_churn | 0.062192 | 0 | no_churn | -0.126154 | -0.009204 | -0.041703 | 0.041736 | -0.073839 | 0.037605 | -0.019194 | -0.018273 | Male | 27 | No | No | Employed | Suburban | College | 1,673,157,600 |
11 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | <80hrs | Active | 69e7a46a-5721-408c-b91a-191136ae7d70 | no_churn | 0.326082 | 0 | no_churn | -0.026675 | -0.072326 | -0.059247 | -0.056105 | -0.047586 | 0.072381 | 0.036749 | 0.033783 | Female | 50 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,157,600 |
13 | No | No phone service | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 7f91e657-7675-459f-82b7-5df1be5380a0 | no_churn | 0.459929 | 0 | no_churn | 0.017368 | 0.038744 | -0.054195 | -0.067418 | 0.000538 | 0.079364 | -0.070639 | 0.025545 | Male | 31 | No | Yes | Employed | Suburban | Master | 1,673,157,600 |
8 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 02db00cb-85a8-42ea-80c9-c18167cf9f01 | no_churn | 0.235682 | 0 | no_churn | -0.045933 | -0.005721 | -0.110033 | -0.132559 | 0.030855 | 0.057733 | -0.094347 | 0.060979 | Female | 50 | No | No | Employed | Suburban | College | 1,673,157,600 |
51 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 775d520c-eb9e-45d9-8b2c-f594bb74a2fa | no_churn | 0.291347 | 0 | no_churn | -0.187363 | 0.021729 | 0.007517 | -0.012894 | -0.114916 | 0.052276 | -0.009954 | 0.034579 | Female | 49 | No | No | Employed | Urban | College | 1,673,157,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 52435af3-0e72-4a19-baca-226c6e9f6536 | churn | 0.64272 | 1 | churn | 0.213886 | -0.012388 | -0.066757 | -0.114756 | -0.0737 | 0.112097 | 0.107315 | 0.025277 | Female | 24 | No | Yes | Unemployed | Suburban | Bachelor | 1,673,157,600 |
10 | No | No phone service | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 18cae047-9839-466c-9dd3-a01db08fe733 | churn | 0.401562 | 1 | churn | 0.132969 | -0.00296 | -0.032263 | -0.045964 | 0.062138 | 0.130407 | 0.113228 | 0.086251 | Female | 78 | No | No | Unemployed | Suburban | College | 1,673,157,600 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 9a14f84e-70b2-45b9-adea-2b2761b89fbf | churn | 0.397362 | 1 | churn | 0.259282 | -0.005692 | -0.024566 | -0.011171 | 0.100747 | 0.146803 | 0.137915 | 0.127656 | Male | 28 | No | No | Employed | Urban | College | 1,673,157,600 |
9 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 2ff18879-5339-49dc-a7a9-b97b1169d713 | no_churn | 0.210419 | 0 | no_churn | 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 | Male | 67 | Yes | No | Employed | Rural | High School or Below | 1,673,157,600 |
68 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 0fed2002-1ff0-4cef-878c-4384fed6840f | no_churn | 0.08189 | 0 | no_churn | -0.144037 | -0.002111 | -0.001321 | 0.004882 | -0.123248 | 0.054568 | 0.085906 | 0.056336 | Male | 49 | Yes | No | Unemployed | Urban | Bachelor | 1,673,157,600 |
54 | Yes | No | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 2774f7f4-d4a8-4bb7-9bef-ec4a8500d8c0 | no_churn | 0.020879 | 0 | no_churn | -0.138224 | -0.002383 | -0.048519 | -0.023653 | 0.105988 | 0.055821 | 0.053115 | 0.093829 | Male | 26 | Yes | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
19 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | a6fed497-3fae-4ebc-a21d-f00dce59daaa | no_churn | 0.142357 | 0 | no_churn | 0.045054 | -0.005374 | -0.064107 | -0.012689 | 0.114765 | 0.088949 | 0.097449 | 0.11061 | Male | 78 | No | Yes | Employed | Urban | High School or Below | 1,673,157,600 |
62 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | 43889247-23be-4f9f-bd7c-88ea317358a9 | no_churn | 0.015993 | 0 | no_churn | -0.082189 | 0.013926 | 0.002861 | -0.015433 | -0.037173 | -0.206653 | 0.033084 | 0.022552 | Male | 78 | No | No | Medical Leave | Suburban | Bachelor | 1,673,157,600 |
15 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | de49ae11-8968-40e8-9a45-d4988e60856c | no_churn | 0.028807 | 0 | no_churn | -0.007439 | 0.016269 | -0.011008 | -0.037131 | -0.054429 | -0.180754 | -0.002661 | 0.028127 | Female | 45 | No | No | Unemployed | Urban | Bachelor | 1,673,157,600 |
34 | Yes | Yes | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | f5669e91-bf32-4e3d-a741-188b824df233 | no_churn | 0.009205 | 0 | no_churn | -0.039685 | -0.003953 | 0.003853 | -0.048024 | -0.047385 | -0.103738 | -0.014849 | -0.015246 | Female | 61 | No | No | Retired | Suburban | College | 1,673,157,600 |
7 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 69a0b352-ff92-4d58-a313-5b44bde7315a | no_churn | 0.183076 | 0 | no_churn | 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 | Male | 44 | No | No | Employed | Suburban | College | 1,673,157,600 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b2df339c-db8c-4666-8a0b-7fc9dd6f5220 | no_churn | 0.136903 | 0 | no_churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Female | 23 | No | No | Retired | Urban | College | 1,673,157,600 |
16 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a90bdf73-ba45-49fa-8155-e5edf64d933a | no_churn | 0.142865 | 0 | no_churn | -0.028983 | -0.006231 | -0.008002 | -0.112858 | -0.087445 | 0.05225 | -0.03747 | -0.032788 | Female | 72 | Yes | No | Employed | Suburban | Bachelor | 1,673,157,600 |
71 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2f27f994-9955-4dd2-9e17-1ef01a3a29c2 | no_churn | 0.001926 | 0 | no_churn | -0.057106 | -0.003686 | 0.001673 | -0.029094 | 0.00212 | 0.056373 | -0.016513 | -0.012795 | Female | 74 | Yes | No | Employed | Suburban | Bachelor | 1,673,157,600 |
1 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7f6ab015-d059-4faa-a6c5-2b0042f8139d | no_churn | 0.568843 | 0 | no_churn | 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 | Female | 78 | No | No | Unemployed | Suburban | College | 1,673,157,600 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a8729098-936f-4004-b1a6-dd7b0cf09028 | no_churn | 0.118197 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 36 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
15 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8ad4e81b-290b-415b-8304-ac7594cfe3a1 | no_churn | 0.181257 | 0 | no_churn | 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 | Female | 46 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
22 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | c7028159-5870-4f49-9330-28a9d3d82aee | no_churn | 0.030824 | 0 | no_churn | -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 | Male | 51 | No | No | Employed | Rural | College | 1,673,157,600 |
72 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 0e592f15-2f5c-440e-8c60-97b809e2ca6c | no_churn | 0.001502 | 0 | no_churn | -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 | Female | 52 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
66 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b6031355-0489-4614-affe-0922ae87cd76 | no_churn | 0.013126 | 0 | no_churn | -0.017556 | -0.003241 | -0.014015 | -0.038281 | -0.004828 | 0.047528 | -0.016867 | -0.011766 | Female | 28 | Yes | No | Employed | Suburban | College | 1,673,157,600 |
35 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 08711c98-573c-4d98-b4e8-3dd9f8a73e96 | no_churn | 0.007432 | 0 | no_churn | -0.063955 | -0.006045 | -0.0267 | -0.053529 | 0.032344 | 0.047413 | -0.0335 | -0.035052 | Male | 70 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,673,157,600 |
9 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0637cde6-09ce-45d7-a8fa-858141ec37e7 | no_churn | 0.253465 | 0 | no_churn | -0.040596 | 0.008226 | 0.003021 | -0.05998 | -0.14675 | 0.047634 | -0.033406 | -0.047176 | Male | 74 | Yes | Yes | Employed | Urban | High School or Below | 1,673,157,600 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d7b96eae-cbed-47fb-b5d0-8847ef2ffd8e | no_churn | 0.469895 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Female | 47 | No | Yes | Employed | Suburban | High School or Below | 1,673,157,600 |
66 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 72804b52-60ac-497f-a4c9-e609109e56de | no_churn | 0.078665 | 0 | no_churn | -0.022809 | -0.002587 | 0.008962 | -0.021193 | -0.027132 | -0.119111 | -0.020162 | -0.016137 | Female | 64 | No | Yes | Employed | Urban | College | 1,673,157,600 |
8 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1e95aa8a-cc8c-4f45-ba2f-3ce730d70eb7 | churn | 0.061024 | 1 | churn | 0.136258 | -0.010831 | 0.034574 | -0.015825 | 0.092066 | 0.094851 | -0.040348 | -0.051437 | Female | 75 | Yes | No | Employed | Suburban | High School or Below | 1,673,157,600 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | aefae12a-54a5-43dc-8bf1-01a46d2457b0 | no_churn | 0.222642 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Female | 54 | No | Yes | Employed | Suburban | College | 1,673,157,600 |
26 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | bd5bd99b-bc69-4221-ba78-adfbaa01c910 | no_churn | 0.02944 | 0 | no_churn | -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 | Female | 22 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
29 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 132d6ab0-ef85-48cb-9410-4359b0b43e1b | no_churn | 0.04191 | 0 | no_churn | 0.102044 | -0.005199 | 0.034455 | 0.056845 | 0.103657 | 0.09939 | -0.030329 | -0.039889 | Female | 28 | Yes | Yes | Employed | Suburban | College | 1,673,157,600 |
7 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4471a628-1179-4b11-a635-e2e897974fb3 | no_churn | 0.242206 | 0 | no_churn | 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 | Male | 47 | Yes | No | Employed | Suburban | College | 1,673,157,600 |
27 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | d5c7c5e7-fbc1-4097-837a-06f3bace3a4a | no_churn | 0.053801 | 0 | no_churn | -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 | Female | 34 | Yes | No | Employed | Rural | High School or Below | 1,673,157,600 |
30 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7fe73724-ec78-4580-9b0b-6296c7a5d572 | churn | 0.217767 | 1 | churn | 0.072442 | -0.01467 | -0.037415 | -0.07052 | 0.060746 | 0.090977 | -0.00698 | 0.004717 | Female | 43 | No | No | Unemployed | Rural | Bachelor | 1,673,157,600 |
20 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4b62add0-c981-4015-94f0-7cdae97eb132 | no_churn | 0.041998 | 0 | no_churn | -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 | Female | 21 | No | No | Employed | Suburban | Master | 1,673,157,600 |
45 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 38229558-604f-4269-8559-68e967702436 | no_churn | 0.010448 | 0 | no_churn | -0.141125 | -0.006181 | -0.038316 | -0.045562 | 0.011044 | 0.028936 | -0.038407 | -0.039415 | Male | 25 | No | No | Unemployed | Suburban | High School or Below | 1,673,157,600 |
30 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | ef041280-2450-4111-8340-31e960233ac1 | no_churn | 0.032984 | 0 | no_churn | -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 | Female | 69 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,157,600 |
68 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | bd435814-a182-485f-b35f-662157d3ca71 | no_churn | 0.006304 | 0 | no_churn | -0.09275 | -0.002986 | -0.01285 | -0.053376 | 0.003383 | 0.046578 | -0.036256 | -0.050769 | Female | 49 | No | Yes | Unemployed | Urban | College | 1,673,157,600 |
10 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8b70ee1d-939b-4f37-a29d-cdd9f8681fb4 | no_churn | 0.030731 | 0 | no_churn | -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 | Male | 53 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,673,157,600 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 22c48b40-ca5d-46ff-a10c-23b8090a6912 | no_churn | 0.469901 | 0 | no_churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Male | 25 | Yes | No | Employed | Suburban | Bachelor | 1,673,157,600 |
25 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0e0d8dc7-6526-4b56-8636-68193352a74a | no_churn | 0.028654 | 0 | no_churn | -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 | Female | 44 | No | Yes | Employed | Suburban | Master | 1,673,157,600 |
60 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9ba1b706-a2c9-4cd7-a0f9-46756592c375 | no_churn | 0.006545 | 0 | no_churn | 0.110755 | 0.002326 | 0.050349 | 0.117451 | 0.100279 | 0.091586 | 0.00464 | 0.023587 | Female | 72 | No | Yes | Employed | Suburban | High School or Below | 1,673,157,600 |
70 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d81cea23-ae50-4530-bc9f-e5d339f3ae40 | no_churn | 0.020728 | 0 | no_churn | -0.05266 | -0.003158 | -0.091195 | -0.005873 | -0.002285 | 0.046778 | -0.01268 | -0.037954 | Male | 31 | Yes | Yes | Employed | Rural | High School or Below | 1,673,157,600 |
9 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8f621be8-9fdb-4ffd-b2da-e6802bbadce3 | churn | 0.143731 | 1 | churn | -0.040596 | 0.008226 | 0.003021 | -0.05998 | -0.14675 | 0.047634 | -0.033406 | -0.047176 | Female | 67 | No | No | Unemployed | Urban | Bachelor | 1,673,157,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7b8adac7-badc-453d-bd70-4c0a2ea6ece7 | no_churn | 0.022679 | 0 | no_churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Female | 46 | Yes | No | Employed | Rural | Bachelor | 1,673,157,600 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 663c8cb2-e5f0-46b5-9a01-0bc0140dd774 | no_churn | 0.516349 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 63 | No | No | Retired | Suburban | High School or Below | 1,673,157,600 |
22 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f0e1a594-9968-4319-a4fc-957aa3a7a260 | churn | 0.189132 | 1 | churn | 0.025882 | -0.01426 | -0.081511 | -0.063341 | -0.008644 | 0.053532 | -0.027788 | -0.022228 | Female | 51 | No | Yes | Employed | Rural | High School or Below | 1,673,157,600 |
19 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 522c2794-21af-4ad4-bed6-b2c04052a959 | no_churn | 0.046403 | 0 | no_churn | -0.068635 | -0.007536 | -0.022794 | -0.076431 | -0.054451 | 0.030302 | -0.039664 | -0.029817 | Male | 76 | No | No | Employed | Suburban | College | 1,673,157,600 |
32 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ea6c858c-2e40-4cf6-b9d1-d895e84d0131 | no_churn | 0.02325 | 0 | no_churn | -0.00668 | -0.012922 | 0.010466 | -0.058729 | -0.031771 | 0.060931 | -0.018257 | -0.012063 | Male | 34 | Yes | Yes | Employed | Rural | High School or Below | 1,673,157,600 |
60 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 29805276-5218-43bb-9f2e-94f019133f57 | no_churn | 0.012383 | 0 | no_churn | -0.06597 | -0.000916 | 0.065337 | 0.040297 | 0.078259 | 0.087379 | -0.010364 | 0.001954 | Male | 68 | Yes | Yes | Unemployed | Suburban | Master | 1,673,157,600 |
9 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 221c0593-0c78-459b-b78e-0e123f4f59e0 | churn | 0.176891 | 1 | churn | 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 | Male | 29 | Yes | No | Employed | Suburban | Master | 1,673,157,600 |
15 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | cb8cc935-10c0-4638-875c-35ca3ef8772c | no_churn | 0.141677 | 0 | no_churn | 0.058415 | -0.00471 | 0.00911 | -0.119725 | 0.063287 | 0.08162 | -0.046631 | -0.056963 | Female | 72 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
55 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | c180e107-5832-4797-8685-b268b6badb2b | no_churn | 0.012282 | 0 | no_churn | 0.034916 | 0.000942 | 0.012452 | 0.030286 | 0.024411 | -0.026055 | -0.004122 | -0.00119 | Male | 71 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,157,600 |
4 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 83d096d1-7690-4a6b-8324-348ba1be2ab6 | churn | 0.451748 | 1 | churn | 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 | Male | 28 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,157,600 |
56 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c9aa8e6e-c939-4257-9203-080003f5ad2c | no_churn | 0.03535 | 0 | no_churn | 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 | Male | 38 | No | No | Employed | Rural | Master | 1,673,157,600 |
55 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1e5f8486-2999-4681-98f9-b1eda39b5142 | no_churn | 0.058955 | 0 | no_churn | -0.083712 | -0.004889 | -0.081552 | 0.004041 | 0.0396 | 0.024285 | -0.040378 | -0.056422 | Female | 55 | No | No | Employed | Urban | Bachelor | 1,673,157,600 |
5 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5d2eb9ab-80dc-4dce-9730-bc1ddecbab94 | churn | 0.488895 | 1 | churn | 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 | Female | 55 | No | Yes | Unemployed | Rural | Bachelor | 1,673,157,600 |
52 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | e3bb5324-79b7-4bdb-aa5c-56a3301a46a4 | no_churn | 0.01566 | 0 | no_churn | -0.05172 | -0.003851 | -0.007547 | -0.039793 | 0.011201 | -0.109732 | -0.028133 | -0.039451 | Female | 40 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,157,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4da5d9bd-281f-4282-828a-2f71db871516 | no_churn | 0.08339 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 77 | Yes | No | Unemployed | Urban | Doctor | 1,673,157,600 |
10 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 73b3852c-7bd3-428b-8f12-24f13d9c5652 | no_churn | 0.108261 | 0 | no_churn | -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 | Female | 21 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
38 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 838c9655-35a7-4dc0-a54c-18cffc0c9007 | no_churn | 0.01739 | 0 | no_churn | -0.029805 | -0.003826 | 0.005247 | -0.119094 | -0.032311 | -0.027749 | -0.020218 | -0.02927 | Female | 22 | No | Yes | Unemployed | Suburban | College | 1,673,157,600 |
45 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 18407365-653b-47e7-af2a-d36bd724ce39 | no_churn | 0.111858 | 0 | no_churn | -0.131309 | -0.005648 | -0.077247 | -0.014136 | 0.029473 | 0.040995 | -0.031765 | -0.043674 | Male | 46 | No | Yes | Employed | Rural | College | 1,673,157,600 |
16 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2ee2d8c4-90c2-4ba5-85d6-4767ed5fc861 | no_churn | 0.221249 | 0 | no_churn | 0.103155 | -0.004815 | -0.026793 | 0.025393 | -0.062838 | 0.09609 | -0.012781 | -0.023744 | Female | 63 | Yes | No | Employed | Rural | High School or Below | 1,673,157,600 |
5 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7c87a7bd-08f0-4b3e-a23c-ed6350a52aac | no_churn | 0.448134 | 0 | no_churn | 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 | Male | 72 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 995dc96e-61ea-4062-a2d4-858fc020f30a | no_churn | 0.094697 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Male | 33 | No | No | Disabled | Suburban | Master | 1,673,157,600 |
67 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 40148465-ce05-47b0-9109-c456369b2089 | no_churn | 0.017182 | 0 | no_churn | -0.081628 | -0.003735 | -0.017443 | -0.030086 | -0.009078 | 0.045169 | -0.040197 | -0.052028 | Female | 73 | No | Yes | Unemployed | Suburban | College | 1,673,157,600 |
19 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5ed88cdf-a710-4fc7-87b2-d26265573c43 | no_churn | 0.178732 | 0 | no_churn | 0.163834 | 0.001909 | 0.065545 | 0.149924 | 0.095851 | 0.11698 | -0.00707 | 0.017334 | Female | 51 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
42 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | cb70cce1-2722-415f-a4a3-118c9a1ddcbf | no_churn | 0.014967 | 0 | no_churn | -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 | Male | 31 | No | Yes | Employed | Urban | High School or Below | 1,673,157,600 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 47d95039-c6ab-4324-a2ba-690055d87d05 | churn | 0.220752 | 1 | churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Female | 71 | No | No | Employed | Suburban | College | 1,673,157,600 |
68 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | cadddb70-5b72-4ef2-93a5-c2479d262eab | no_churn | 0.010188 | 0 | no_churn | -0.06834 | -0.003432 | 0.006137 | -0.012645 | 0.006637 | -0.154301 | -0.019309 | -0.023774 | Male | 26 | No | No | Employed | Rural | High School or Below | 1,673,157,600 |
4 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 98ff6fac-115c-43a9-8d9b-f95e7b8c394c | no_churn | 0.038555 | 0 | no_churn | 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 | Male | 56 | No | No | Employed | Rural | High School or Below | 1,673,157,600 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 93f82427-b837-4b9a-97e7-3cacb172de2f | churn | 0.305014 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 57 | No | No | Retired | Rural | Master | 1,673,157,600 |
72 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8b825c41-2f12-45c8-9b5f-0a9efc1d1ac8 | no_churn | 0.001635 | 0 | no_churn | -0.07993 | -0.001489 | 0.00138 | -0.002885 | -0.030068 | 0.057134 | -0.023075 | -0.040092 | Female | 32 | No | Yes | Unemployed | Urban | Master | 1,673,157,600 |
7 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 94d5f15f-37a9-4e4f-a2d1-954bd104f8f8 | no_churn | 0.03084 | 0 | no_churn | 0.245917 | 0.001274 | 0.069337 | 0.095163 | 0.146562 | 0.096613 | -0.01287 | -0.041023 | Female | 24 | Yes | Yes | Employed | Suburban | College | 1,673,157,600 |
4 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1b68712f-b10d-4449-818f-b7771ec139ea | no_churn | 0.382613 | 0 | no_churn | 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 | Female | 56 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
2 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3d70f8b1-b457-4e2c-a52e-9c3c941363de | no_churn | 0.246069 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Female | 42 | No | Yes | Employed | Suburban | College | 1,673,157,600 |
7 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | bc1296c5-1f09-483e-b810-db71299d00db | no_churn | 0.246251 | 0 | no_churn | -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 | Female | 54 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
23 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3bf75f34-bfa1-4414-86fe-307f4abd924b | no_churn | 0.138522 | 0 | no_churn | -0.126434 | -0.00628 | -0.040194 | -0.046728 | 0.002406 | 0.035768 | -0.04348 | -0.034084 | Female | 34 | No | Yes | Employed | Rural | College | 1,673,157,600 |
5 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0c996157-bc37-47ff-ba69-3e67c2d5dc13 | no_churn | 0.154692 | 0 | no_churn | 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 | Female | 22 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,157,600 |
70 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 3b81cc70-e5e9-415a-a069-84cdbd013981 | no_churn | 0.006178 | 0 | no_churn | -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 | Male | 22 | No | No | Employed | Suburban | Bachelor | 1,673,157,600 |
6 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a3a39073-c95b-4d24-874d-c285877a7d3a | churn | 0.210391 | 1 | churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Male | 30 | No | Yes | Employed | Rural | High School or Below | 1,673,157,600 |
25 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a4686851-9e82-48f8-ba7b-6cc177f87983 | churn | 0.368502 | 1 | churn | 0.102312 | 0.174595 | 0.061673 | 0.03513 | 0.136492 | 0.136629 | 0.003846 | 0.000297 | Male | 58 | Yes | Yes | Medical Leave | Suburban | College | 1,673,157,600 |
7 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2f2ca3cb-9863-4922-a092-4cd2df821e63 | churn | 0.189402 | 1 | churn | -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 | Female | 42 | No | No | Employed | Suburban | College | 1,673,157,600 |
43 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4db3ade2-3f35-4987-b4ad-8ef39052c20c | no_churn | 0.006915 | 0 | no_churn | -0.036228 | -0.000789 | 0.072417 | 0.012202 | 0.08627 | 0.096564 | -0.013963 | -0.008285 | Male | 52 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
10 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 82075bdb-2b58-4298-bad3-0ff4eb04b3b2 | no_churn | 0.08929 | 0 | no_churn | -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 | Female | 50 | Yes | No | Employed | Suburban | Master | 1,673,157,600 |
53 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dceba879-c160-4e77-a81d-2f061f628ccd | no_churn | 0.013437 | 0 | no_churn | -0.123474 | -0.004333 | -0.02183 | -0.076014 | 0.026072 | 0.022908 | -0.033613 | -0.048744 | Female | 40 | No | No | Unemployed | Suburban | College | 1,673,157,600 |
13 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | eb82c952-8008-4f0a-a88c-358d93d56c90 | no_churn | 0.088231 | 0 | no_churn | -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 | Male | 76 | No | No | Employed | Suburban | High School or Below | 1,673,157,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d3f656f6-b6c6-41da-88cf-871db8182bc3 | no_churn | 0.442206 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 78 | No | No | Unemployed | Suburban | Bachelor | 1,673,157,600 |
37 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9b872d55-2ce5-4a9c-9f70-0951df95db2b | no_churn | 0.091117 | 0 | no_churn | -0.086162 | -0.007507 | -0.011903 | -0.039573 | 0.02202 | 0.041644 | -0.024388 | -0.033157 | Male | 22 | No | No | Unemployed | Urban | Bachelor | 1,673,157,600 |
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