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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1507cdad-012d-42d7-8270-b85812b0e581 | churn | 0.19831 | 1 | churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Male | 21 | Yes | No | Employed | Urban | College | 1,671,861,600 |
1 | Yes | No | High Speed | In_Store_Support | One year | 100hrs+ | Active | 78549839-643a-4570-8bb6-28dc08a184ec | no_churn | 0.102024 | 0 | no_churn | 0.072215 | -0.006992 | -0.04658 | -0.050475 | -0.103992 | -0.073538 | 0.017046 | 0.043289 | Female | 67 | No | No | Employed | Rural | Master | 1,671,861,600 |
29 | Yes | No | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 33e79f73-a6b7-4d19-9f33-a480fab4fb2d | no_churn | 0.01847 | 0 | no_churn | -0.001222 | -0.001479 | -0.015005 | 0.027547 | 0.095918 | -0.175006 | 0.046471 | 0.07375 | Male | 73 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,861,600 |
10 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e2832810-aa74-4ef4-8d67-f828091d2bb4 | no_churn | 0.253174 | 0 | no_churn | 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 | Female | 35 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,861,600 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 4c302daa-f9c3-47ac-8ba7-0a78eff2f98e | churn | 0.650341 | 1 | churn | 0.297678 | 0.03494 | 0.003566 | 0.022851 | 0.095175 | 0.175478 | 0.048824 | 0.038461 | Female | 45 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
48 | Yes | Yes | Medium Speed | Phone_Support | One year | 100hrs+ | Active | 1935c4c7-2cf8-4bb6-ab45-589b08a23b66 | no_churn | 0.123978 | 0 | no_churn | -0.044772 | -0.001203 | -0.039481 | -0.141085 | 0.061254 | -0.014943 | 0.049639 | 0.071565 | Male | 58 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
29 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | a76787d8-d0ed-49a3-b076-87bd2783c52b | no_churn | 0.016965 | 0 | no_churn | -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 | Male | 39 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,861,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 0eb582fe-cd1b-4a4c-b03e-131b3a909817 | no_churn | 0.082187 | 0 | no_churn | -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 | Female | 50 | No | No | Unemployed | Rural | Bachelor | 1,671,861,600 |
41 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | b94ec5bf-55b0-4791-9593-0f8d12322ed4 | no_churn | 0.007771 | 0 | no_churn | -0.019136 | -0.004313 | -0.00288 | -0.053229 | -0.045738 | -0.112156 | -0.014896 | -0.016678 | Female | 23 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
3 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | b2ce90c8-4369-42da-8b7c-a3abce04a317 | churn | 0.313251 | 1 | churn | 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 | Female | 51 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
51 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | ab2dee17-30bf-4bb0-a948-31c475c3cb50 | no_churn | 0.315069 | 0 | no_churn | -0.154632 | -0.004763 | 0.039473 | 0.044841 | -0.167606 | 0.034391 | -0.028003 | -0.017061 | Male | 46 | Yes | Yes | Unemployed | Suburban | College | 1,671,861,600 |
33 | Yes | No | High Speed | Phone_Support | Two year | <80hrs | Active | 313eef75-63fc-4bb8-a473-df44b20ff2bb | no_churn | 0.016976 | 0 | no_churn | -0.004918 | -0.000496 | -0.032427 | -0.023854 | 0.082712 | -0.077813 | 0.025904 | 0.061867 | Female | 46 | No | No | Medical Leave | Urban | Bachelor | 1,671,861,600 |
67 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 192c462b-2d7f-4d1d-b4d3-c7e2c55aaa38 | no_churn | 0.03543 | 0 | no_churn | -0.061921 | -0.004302 | -0.033382 | -0.025523 | 0.005223 | -0.094655 | -0.022227 | -0.028906 | Female | 61 | Yes | Yes | Employed | Urban | College | 1,671,861,600 |
32 | Yes | No | Low Speed | Phone_Support | One year | <80hrs | Active | 126bef1b-da96-40b6-8362-fb2ecfa13bf5 | no_churn | 0.155149 | 0 | no_churn | 0.007642 | -0.003805 | 0.012522 | -0.007325 | 0.071489 | -0.106916 | 0.061683 | 0.065684 | Female | 53 | Yes | No | Employed | Urban | College | 1,671,861,600 |
14 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 0396e23a-57d1-4548-9f1f-28f562ed96dd | no_churn | 0.388559 | 0 | no_churn | -0.050919 | -0.008827 | 0.046606 | 0.028788 | -0.135555 | 0.06312 | -0.028596 | -0.030592 | Male | 60 | No | Yes | Employed | Rural | College | 1,671,861,600 |
31 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 83c5c52f-ed2c-4a18-bfac-d59b5a843557 | no_churn | 0.256398 | 0 | no_churn | -0.077393 | -0.002738 | -0.1165 | 0.000549 | -0.031374 | -0.07624 | 0.028881 | 0.045789 | Female | 67 | Yes | Yes | Employed | Urban | College | 1,671,861,600 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8c95eebb-fd41-4cf0-9216-4edebfd77843 | no_churn | 0.202641 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 67 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 59306cc6-af97-4b7e-914d-0507c94d0224 | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 23 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
50 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 59e5d78a-d869-481a-81b5-5c12678647d3 | no_churn | 0.046898 | 0 | no_churn | -0.042956 | -0.008465 | -0.02839 | -0.028072 | 0.014618 | -0.113769 | -0.025399 | -0.036592 | Female | 60 | No | No | Unemployed | Rural | High School or Below | 1,671,861,600 |
37 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | e4ee797f-0e11-44f6-b543-65f4363e5d64 | no_churn | 0.043058 | 0 | no_churn | -0.059634 | -0.003793 | -0.013815 | -0.026371 | -0.017147 | -0.059994 | -0.03098 | -0.057292 | Female | 64 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
10 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1f8e762f-31db-40f9-ba47-6e4e1e698336 | no_churn | 0.253174 | 0 | no_churn | 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 | Male | 26 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
67 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | ccd32bbb-8035-4950-9b4f-c21575e59014 | no_churn | 0.03543 | 0 | no_churn | -0.061921 | -0.004302 | -0.033382 | -0.025523 | 0.005223 | -0.094655 | -0.022227 | -0.028906 | Female | 23 | No | No | Unemployed | Urban | College | 1,671,861,600 |
71 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 100hrs+ | Active | 1abc0d7b-53a9-4a89-8e0f-a49da6eb4e80 | no_churn | 0.180475 | 0 | no_churn | -0.133168 | -0.001913 | -0.018686 | -0.049914 | 0.027455 | -0.100876 | 0.045493 | 0.062585 | Male | 66 | No | No | Employed | Suburban | College | 1,671,861,600 |
61 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | ecba7809-3675-4e06-a2b8-96fbd7cc6d68 | no_churn | 0.009489 | 0 | no_churn | -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 | Female | 42 | No | Yes | Disabled | Suburban | College | 1,671,861,600 |
2 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ab5933ae-1f1f-480e-8862-558a782f29a0 | no_churn | 0.486715 | 0 | no_churn | 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 | Female | 29 | No | No | Employed | Rural | High School or Below | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 968c97a1-a83d-4415-8b0f-17d77bb0b81d | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 50 | No | Yes | Employed | Urban | Bachelor | 1,671,861,600 |
34 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 773916ae-6126-4d77-a257-670a7479454e | churn | 0.117514 | 1 | churn | -0.055501 | -0.005861 | 0.001961 | -0.035676 | -0.118489 | 0.043786 | -0.0335 | -0.035745 | Male | 50 | Yes | Yes | Employed | Suburban | Master | 1,671,861,600 |
66 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | e9948791-623f-433c-92b6-39f635d7d9f3 | no_churn | 0.004696 | 0 | no_churn | 0.00018 | -0.00194 | 0.028758 | -0.014511 | -0.017909 | -0.167712 | -0.021701 | -0.015526 | Male | 38 | No | No | Unemployed | Suburban | High School or Below | 1,671,861,600 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | c956d9aa-27ee-481a-b927-68889fef8347 | churn | 0.147778 | 0 | no_churn | -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 | Female | 21 | Yes | No | Employed | Suburban | High School or Below | 1,671,861,600 |
61 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | cb564dc3-2944-47d0-844a-148ee410ce4b | no_churn | 0.024457 | 0 | no_churn | -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 | Male | 28 | No | No | Employed | Urban | College | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c99825c8-30be-48f4-ae3d-ed468bc6e030 | churn | 0.874798 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 65 | Yes | Yes | Unemployed | Suburban | College | 1,671,861,600 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 36d0b250-7269-4c86-b686-5ec8993d16a6 | no_churn | 0.352686 | 0 | no_churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Female | 22 | No | No | Employed | Urban | Bachelor | 1,671,861,600 |
7 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | fae33fc0-2da9-41e7-935b-1ca9af9e2aa3 | churn | 0.533893 | 1 | churn | 0.143473 | -0.007425 | 0.01093 | -0.000825 | 0.13686 | 0.113137 | 0.061532 | 0.051292 | Female | 77 | No | Yes | Medical Leave | Suburban | College | 1,671,861,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 44b822e4-6f8b-46e1-b264-2e81192f49a7 | churn | 0.328835 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 20 | Yes | No | Employed | Rural | Master | 1,671,861,600 |
27 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b325704a-1283-46d1-94c0-8a8e80f78956 | no_churn | 0.193651 | 0 | no_churn | -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 | Male | 62 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
3 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f33cbccf-2f43-4f4a-9787-04162e5877bc | churn | 0.313251 | 1 | churn | 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 | Male | 70 | Yes | Yes | Employed | Urban | Bachelor | 1,671,861,600 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1ee5e2c5-25fb-4e01-86d2-bf73e2dc0d4a | no_churn | 0.609479 | 0 | no_churn | 0.08021 | -0.004479 | 0.066093 | 0.000016 | 0.086407 | 0.117119 | 0.057297 | 0.034866 | Male | 49 | No | No | Employed | Suburban | College | 1,671,861,600 |
31 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e1d076f1-8c37-4f40-a78e-a8ecfa8e0a6b | churn | 0.19831 | 1 | churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Male | 77 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,861,600 |
6 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | bf052e77-f0b1-4976-aef8-8c110440bc38 | churn | 0.376232 | 1 | churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Female | 20 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
8 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 3ead754d-5bab-4f2d-8b7e-9cba03d15ca9 | no_churn | 0.068826 | 0 | no_churn | -0.004709 | -0.005712 | -0.018881 | -0.052659 | -0.03985 | -0.095633 | -0.024225 | -0.027358 | Female | 23 | No | No | Unemployed | Suburban | Bachelor | 1,671,861,600 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 7fbc8e4d-a569-465e-a2dc-5e071e612293 | no_churn | 0.082187 | 0 | no_churn | -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 | Female | 23 | Yes | Yes | Unemployed | Suburban | Doctor | 1,671,861,600 |
18 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 65d1460f-6099-4b2a-9034-01c1e50c5f68 | no_churn | 0.174176 | 0 | no_churn | -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 | Female | 35 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
24 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 8d0624e3-4ecb-4cae-b2f4-700adf82fff0 | no_churn | 0.109326 | 0 | no_churn | -0.113682 | -0.016114 | -0.106022 | -0.02257 | 0.022523 | 0.041576 | -0.03003 | -0.034708 | Female | 52 | Yes | No | Employed | Suburban | High School or Below | 1,671,861,600 |
29 | Yes | No | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 82c3cf62-41cf-433b-ba8f-cfc524111a2d | no_churn | 0.01847 | 0 | no_churn | -0.001222 | -0.001479 | -0.015005 | 0.027547 | 0.095918 | -0.175006 | 0.046471 | 0.07375 | Female | 53 | No | Yes | Employed | Urban | High School or Below | 1,671,861,600 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 415cc733-3489-40e7-87d3-1bd36f4f938e | churn | 0.693806 | 1 | churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Female | 31 | No | Yes | Employed | Rural | High School or Below | 1,671,861,600 |
50 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 5d41bc6f-862e-4fd2-b00b-6c1f87914a6c | no_churn | 0.046898 | 0 | no_churn | -0.042956 | -0.008465 | -0.02839 | -0.028072 | 0.014618 | -0.113769 | -0.025399 | -0.036592 | Male | 20 | Yes | No | Unemployed | Rural | Bachelor | 1,671,861,600 |
45 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 045d207e-2238-4f0e-9e11-cef7fde8f633 | no_churn | 0.033349 | 0 | no_churn | -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 | Male | 60 | Yes | Yes | Employed | Suburban | Master | 1,671,861,600 |
10 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 20232c1b-052d-4ea2-a7e9-265f2f792814 | churn | 0.599522 | 1 | churn | 0.160707 | -0.001776 | 0.141824 | -0.00274 | 0.10355 | 0.148254 | 0.076095 | 0.105059 | Male | 77 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
53 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 56cd391b-3584-45c1-9747-8a0b836e54e0 | no_churn | 0.148624 | 0 | no_churn | 0.020788 | -0.003824 | 0.063225 | -0.007266 | 0.016578 | -0.160366 | 0.011008 | 0.070831 | Female | 27 | No | No | Disabled | Suburban | Bachelor | 1,671,861,600 |
36 | Yes | No | High Speed | Phone_Support | One year | <50hrs | Active | a65bf093-d1e2-4e08-aea9-b3cd5c80d3e2 | churn | 0.143107 | 1 | churn | -0.130972 | -0.003563 | -0.022669 | -0.059957 | 0.005309 | -0.070235 | 0.002277 | 0.040784 | Female | 43 | Yes | No | Employed | Rural | High School or Below | 1,671,861,600 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 7579f694-25de-414b-a0a5-5f073380a7b2 | churn | 0.409567 | 1 | churn | 0.046515 | -0.002076 | 0.144701 | 0.111945 | 0.026807 | 0.135026 | 0.128703 | 0.079353 | Female | 70 | Yes | No | Employed | Rural | Bachelor | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | bce0f9f0-4be2-4cf6-82e7-f4efa3107f32 | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Male | 52 | No | No | Retired | Urban | College | 1,671,861,600 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c4b01595-4d41-4131-9633-a61d2c14665a | churn | 0.328835 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 76 | No | Yes | Employed | Urban | College | 1,671,861,600 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 170f263a-2c2b-485f-bc5e-c5de81d75f8d | no_churn | 0.694185 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Female | 58 | No | Yes | Employed | Urban | Bachelor | 1,671,861,600 |
34 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f7274890-2a5d-47e7-a158-cb7ce19acd23 | churn | 0.117514 | 1 | churn | -0.055501 | -0.005861 | 0.001961 | -0.035676 | -0.118489 | 0.043786 | -0.0335 | -0.035745 | Male | 65 | Yes | Yes | Retired | Suburban | Bachelor | 1,671,861,600 |
22 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6c7ef68b-18ce-4f3c-bd2a-4760b7cbe0e8 | no_churn | 0.368853 | 0 | no_churn | -0.088734 | -0.002508 | 0.040564 | 0.065374 | -0.054627 | 0.091821 | -0.003613 | -0.030724 | Female | 37 | No | Yes | Employed | Suburban | High School or Below | 1,671,861,600 |
29 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 2a72a1bc-9497-4dc4-ad7d-8bb0968f53d8 | churn | 0.497561 | 1 | churn | 0.001088 | -0.002155 | 0.111315 | 0.088973 | 0.048708 | 0.122046 | 0.076029 | 0.051633 | Male | 57 | No | No | Employed | Urban | Bachelor | 1,671,861,600 |
60 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | e1bc9923-453f-463d-8e52-3692b45e5278 | no_churn | 0.123224 | 0 | no_churn | -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 | Female | 47 | Yes | Yes | Unemployed | Suburban | College | 1,671,861,600 |
32 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 14ed4e79-cc75-4885-b867-c4c871def0b3 | no_churn | 0.325527 | 0 | no_churn | -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 | Male | 76 | No | Yes | Retired | Suburban | Doctor | 1,671,861,600 |
66 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | ae9bd1dc-94ac-40e8-b99e-a74da606308f | churn | 0.085867 | 1 | churn | -0.07693 | -0.001328 | 0.005898 | 0.002933 | -0.009696 | -0.254779 | 0.032794 | 0.05208 | Male | 43 | Yes | Yes | Employed | Urban | College | 1,671,861,600 |
15 | Yes | No | High Speed | Phone_Support | One year | <80hrs | Active | b37f4f52-ed4d-47d0-a755-bbe6cb8188bf | no_churn | 0.077097 | 0 | no_churn | 0.003372 | -0.005988 | -0.053718 | -0.01607 | 0.034069 | -0.167785 | 0.007404 | 0.044857 | Female | 66 | No | No | Unemployed | Suburban | Bachelor | 1,671,861,600 |
14 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 304e5f16-9c72-4be0-bf5f-240d9a6d7081 | no_churn | 0.388559 | 0 | no_churn | -0.050919 | -0.008827 | 0.046606 | 0.028788 | -0.135555 | 0.06312 | -0.028596 | -0.030592 | Female | 21 | Yes | No | Employed | Urban | Bachelor | 1,671,861,600 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 99617519-f858-45d3-99cb-9df531d165b7 | churn | 0.369737 | 1 | churn | 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 | Male | 56 | No | No | Employed | Urban | High School or Below | 1,671,861,600 |
56 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 969357cb-bd41-457f-99f8-fdef1e76007e | no_churn | 0.012079 | 0 | no_churn | -0.017123 | -0.003061 | 0.001885 | -0.056905 | 0.019187 | -0.130813 | -0.035694 | -0.046501 | Female | 47 | Yes | No | Employed | Suburban | College | 1,671,861,600 |
48 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | ebc75e7f-0874-42a4-a39e-8aa00bca622b | no_churn | 0.01098 | 0 | no_churn | -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 | Female | 56 | No | Yes | Disabled | Suburban | High School or Below | 1,671,861,600 |
6 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 62a14bfe-1a30-4ddd-ad2f-dbb2625d4f13 | churn | 0.806531 | 1 | churn | 0.155955 | -0.001509 | -0.009158 | 0.132294 | -0.047696 | 0.082159 | 0.069808 | 0.089121 | Female | 53 | No | Yes | Retired | Urban | Bachelor | 1,671,861,600 |
45 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 6c2c4cad-7651-4c75-8441-b673c219619a | no_churn | 0.033349 | 0 | no_churn | -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 | Male | 66 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 5f19c5b9-244f-4d29-b84e-f44f44227859 | no_churn | 0.609479 | 0 | no_churn | 0.08021 | -0.004479 | 0.066093 | 0.000016 | 0.086407 | 0.117119 | 0.057297 | 0.034866 | Female | 31 | No | Yes | Disabled | Suburban | Master | 1,671,861,600 |
30 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | e2009e2a-6019-4a86-8aa9-61276b0a64d3 | no_churn | 0.117721 | 0 | no_churn | -0.004051 | -0.00563 | -0.002962 | -0.018172 | -0.014465 | -0.16692 | -0.023397 | -0.033429 | Male | 61 | No | Yes | Employed | Suburban | Bachelor | 1,671,861,600 |
13 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 34b5ffae-a30f-4f29-acf1-7c562ddae1fb | no_churn | 0.278549 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Female | 40 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,861,600 |
70 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | da26c565-a00a-4bb7-bbe7-a5ad7c7e5400 | no_churn | 0.080517 | 0 | no_churn | -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 | Female | 71 | No | No | Unemployed | Urban | Bachelor | 1,671,861,600 |
9 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 48499364-7f95-4f88-98f5-278da514b5b3 | no_churn | 0.162165 | 0 | no_churn | 0.04077 | -0.007133 | -0.060145 | -0.055926 | -0.160315 | 0.055586 | -0.043848 | -0.028015 | Male | 34 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
64 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | cf438e3e-ff0a-43c0-9832-3ea1fe97c21a | no_churn | 0.004395 | 0 | no_churn | -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 | Male | 26 | No | No | Employed | Suburban | Bachelor | 1,671,861,600 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | da346043-958e-4022-8833-585a9b848713 | no_churn | 0.558895 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 50 | No | Yes | Employed | Suburban | College | 1,671,861,600 |
7 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 8d1f9ff6-87a6-4670-b932-d412b4975907 | churn | 0.533893 | 1 | churn | 0.143473 | -0.007425 | 0.01093 | -0.000825 | 0.13686 | 0.113137 | 0.061532 | 0.051292 | Male | 47 | No | No | Employed | Suburban | College | 1,671,861,600 |
9 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | d01f1c75-d387-420c-affc-c494699a9514 | churn | 0.709366 | 1 | churn | 0.102924 | -0.003019 | 0.049508 | 0.064618 | 0.095283 | 0.1471 | 0.128889 | 0.127338 | Female | 76 | Yes | Yes | Employed | Rural | College | 1,671,861,600 |
10 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9284058a-48aa-4d60-a1d2-3fcaf7dc52fe | no_churn | 0.253174 | 0 | no_churn | 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 | Male | 50 | Yes | No | Retired | Suburban | Bachelor | 1,671,861,600 |
27 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6e229aad-063c-4384-aa8d-71874ec80a42 | no_churn | 0.193651 | 0 | no_churn | -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 | Female | 62 | No | No | Employed | Suburban | Master | 1,671,861,600 |
10 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | cbec1e52-b93f-49b9-998c-f9e324ffdbb4 | no_churn | 0.253174 | 0 | no_churn | 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 | Male | 58 | No | No | Employed | Rural | College | 1,671,861,600 |
29 | Yes | No | High Speed | Phone_Support | One year | <50hrs | Active | 174d07ef-ed07-443e-bdde-290abe9d698d | no_churn | 0.148133 | 0 | no_churn | 0.064491 | 0.000434 | 0.033348 | 0.040185 | 0.118101 | -0.009324 | 0.162201 | 0.101538 | Male | 55 | Yes | Yes | Employed | Urban | College | 1,671,861,600 |
20 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 21e7a36d-9ac1-4361-a2c9-eab07ddd9d1a | no_churn | 0.113998 | 0 | no_churn | 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 | Male | 45 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,861,600 |
25 | No | No phone service | Medium Speed | Phone_Support | One year | <50hrs | Active | 2c503958-5b1b-41a6-9309-a1f5d4813a82 | no_churn | 0.099502 | 0 | no_churn | -0.006577 | -0.02546 | -0.007111 | -0.036079 | 0.070183 | -0.115756 | 0.023989 | 0.069784 | Female | 61 | No | No | Employed | Rural | Bachelor | 1,671,861,600 |
72 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | b6f4eade-11b0-4216-a95d-fceadd679141 | no_churn | 0.17195 | 0 | no_churn | -0.22541 | -0.004033 | -0.023249 | -0.053289 | -0.014332 | 0.040258 | -0.018106 | 0.039134 | Male | 77 | No | Yes | Employed | Rural | College | 1,671,861,600 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 5ff5168b-a94c-444f-8048-aab399b3f43a | no_churn | 0.609479 | 0 | no_churn | 0.08021 | -0.004479 | 0.066093 | 0.000016 | 0.086407 | 0.117119 | 0.057297 | 0.034866 | Female | 44 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,861,600 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5af806cf-82f9-409d-8d1d-3e426da60251 | churn | 0.818874 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 74 | Yes | Yes | Employed | Urban | College | 1,671,861,600 |
67 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 43a42fc3-bb52-4f1b-9d93-c4400fc4f982 | no_churn | 0.018649 | 0 | no_churn | -0.091472 | 0.007962 | -0.003051 | -0.015801 | 0.003089 | -0.131433 | -0.018144 | -0.020178 | Male | 21 | Yes | Yes | Employed | Urban | High School or Below | 1,671,861,600 |
41 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4d1adeec-7e53-4385-a284-37addda383f7 | no_churn | 0.192339 | 0 | no_churn | -0.045052 | -0.013517 | 0.053757 | 0.014446 | 0.08656 | 0.091327 | -0.034446 | -0.020142 | Male | 75 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,861,600 |
50 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | a4229f09-8024-4d77-a89a-f0fc7d9d2822 | no_churn | 0.046898 | 0 | no_churn | -0.042956 | -0.008465 | -0.02839 | -0.028072 | 0.014618 | -0.113769 | -0.025399 | -0.036592 | Male | 54 | No | No | Disabled | Suburban | Bachelor | 1,671,861,600 |
36 | No | No phone service | High Speed | In_Store_Support | One year | 100hrs+ | Active | b8e08e03-e3b4-4e98-9b71-7b4b976e01bf | no_churn | 0.106967 | 0 | no_churn | -0.085138 | -0.016122 | -0.013481 | -0.041089 | -0.053059 | -0.087205 | 0.018492 | 0.028575 | Female | 75 | No | No | Employed | Suburban | High School or Below | 1,671,861,600 |
2 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 20f84915-252e-4d6d-851b-8a5bde11b408 | churn | 0.553633 | 1 | churn | 0.306282 | 0.128325 | 0.052827 | 0.046583 | 0.071454 | 0.151404 | -0.017548 | -0.008354 | Female | 67 | Yes | Yes | Employed | Suburban | College | 1,671,861,600 |
42 | No | No phone service | High Speed | Phone_Support | One year | <80hrs | Active | 4e88b21f-b86f-415b-ba6b-834ba82aadb8 | no_churn | 0.112037 | 0 | no_churn | -0.076233 | 0.005393 | -0.003469 | -0.040904 | 0.0264 | -0.14067 | -0.009 | 0.019457 | Male | 47 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
56 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | e97fd95b-7f71-4536-a716-15bd5dcac671 | no_churn | 0.041352 | 0 | no_churn | -0.030503 | -0.003502 | 0.005971 | -0.0096 | -0.083607 | -0.117996 | -0.017082 | -0.012707 | Male | 42 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
72 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | 66ef73d0-1a1f-4d25-a634-5c9cc5ff2782 | no_churn | 0.005232 | 0 | no_churn | -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 | Female | 57 | Yes | Yes | Employed | Urban | High School or Below | 1,671,948,000 |
67 | No | No phone service | Low Speed | Phone_Support | Two year | 100hrs+ | Active | 88bcbade-2711-4517-83c5-10ddfe23671a | no_churn | 0.013844 | 0 | no_churn | -0.115455 | -0.011149 | -0.019719 | 0.00454 | 0.018597 | -0.167585 | 0.027741 | 0.044004 | Male | 21 | No | Yes | Employed | Urban | Bachelor | 1,671,948,000 |
43 | Yes | Yes | Low Speed | Phone_Support | Two year | 100hrs+ | Active | d82af18f-b82f-4a17-8139-6ea12beba741 | no_churn | 0.017574 | 0 | no_churn | -0.034269 | -0.001904 | -0.000124 | -0.029797 | 0.058876 | -0.167278 | 0.029441 | 0.076029 | Male | 44 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
71 | Yes | Yes | Low Speed | Phone_Support | One year | <50hrs | Active | 5502d167-daa6-4c21-a853-4f0fbfba8c4d | no_churn | 0.054587 | 0 | no_churn | -0.161716 | -0.00229 | 0.000788 | -0.004062 | 0.002802 | -0.131676 | 0.035716 | 0.061412 | Male | 22 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,948,000 |
47 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | 8d43c148-1645-48fa-9021-55ba2bfcffb8 | churn | 0.015941 | 0 | no_churn | -0.049453 | -0.00266 | 0.021374 | -0.000898 | -0.055603 | -0.229005 | 0.028385 | 0.038834 | Female | 26 | No | No | Unemployed | Rural | College | 1,671,948,000 |
5 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | cbf031da-6663-4d51-b762-084ca8fef2ed | no_churn | 0.350276 | 0 | no_churn | 0.069318 | -0.004734 | -0.099925 | 0.007156 | 0.077804 | 0.082659 | -0.091335 | 0.039364 | Male | 73 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
42 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | dbf36743-5daa-4def-9f95-2bddccc245cc | churn | 0.01735 | 0 | no_churn | -0.033354 | -0.004269 | 0.001995 | -0.005594 | -0.068104 | -0.20403 | 0.022081 | 0.032248 | Female | 35 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
70 | Yes | No | High Speed | In_Store_Support | Two year | 100hrs+ | Active | da5ca958-acb7-4cc9-a07c-b9ff0c05c1bd | no_churn | 0.007339 | 0 | no_churn | -0.063024 | -0.003377 | -0.030395 | -0.022685 | -0.04593 | -0.132181 | 0.016926 | 0.02164 | Male | 51 | No | Yes | Retired | Suburban | High School or Below | 1,671,948,000 |
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