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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 52e37868-35e2-454e-8f13-d692dabe0fc5 | churn | 0.876585 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 26 | Yes | No | Employed | Suburban | Master | 1,672,380,000 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4e823bf4-fc94-4527-93b9-35d29002f21d | no_churn | 0.545272 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Male | 65 | Yes | No | Disabled | Rural | Bachelor | 1,672,380,000 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a2fc54c6-0602-47fa-ad38-ff7e1cc09562 | no_churn | 0.49315 | 0 | no_churn | 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 | Male | 43 | Yes | Yes | Employed | Suburban | College | 1,672,380,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3f8330c5-33db-4af4-a5b6-8cd450813027 | churn | 0.781034 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 52 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,380,000 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3466a72c-bdb2-4daf-8146-307c7f5c44a7 | churn | 0.478824 | 0 | no_churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Female | 21 | No | Yes | Employed | Urban | College | 1,672,380,000 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | a71e5124-1343-4eb2-8751-21289392c355 | no_churn | 0.081157 | 0 | no_churn | -0.039964 | -0.002493 | 0.043354 | 0.06123 | 0.024708 | -0.042753 | -0.021657 | -0.024605 | Female | 25 | No | Yes | Disabled | Suburban | Bachelor | 1,672,380,000 |
18 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 10732ae1-473c-44a9-ae97-f811911abcba | no_churn | 0.484151 | 0 | no_churn | -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 | Female | 47 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,380,000 |
8 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7b303e1a-74c6-4eb5-8804-31898c1e2604 | churn | 0.438731 | 1 | churn | 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 | Male | 47 | Yes | No | Employed | Urban | Master | 1,672,380,000 |
21 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6bc63e6d-c6db-4e0a-b6da-de8cc8b104f0 | no_churn | 0.358522 | 0 | no_churn | -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 | Female | 23 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,380,000 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d102b331-6383-4819-ada4-169093c7d9e9 | no_churn | 0.314248 | 0 | no_churn | 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 | Male | 58 | No | No | Unemployed | Suburban | College | 1,672,380,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 07254a45-4a57-4461-b839-2696869c7625 | churn | 0.66686 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Male | 60 | No | No | Unemployed | Suburban | High School or Below | 1,672,380,000 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a23eaac7-951d-4ff1-b702-cc6d598b9e10 | churn | 0.755372 | 1 | churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Male | 49 | No | No | Disabled | Suburban | Bachelor | 1,672,380,000 |
45 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 95d01e7c-1c69-4b0b-b0c2-2755637fc5c2 | churn | 0.36294 | 1 | churn | -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 | Female | 51 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 72129212-a041-4aa6-b460-7885ba9d0845 | no_churn | 0.265812 | 0 | no_churn | -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 | Female | 39 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,380,000 |
64 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7ebed6c3-24c6-4c8a-a55b-c90872a2afed | no_churn | 0.050502 | 0 | no_churn | -0.223043 | -0.004841 | -0.038001 | 0.002604 | -0.00626 | 0.03786 | -0.021565 | -0.01578 | Female | 53 | No | Yes | Employed | Rural | College | 1,672,380,000 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4214ba16-f449-4964-962d-977db76012d3 | churn | 0.562189 | 1 | churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Female | 37 | Yes | Yes | Employed | Rural | Bachelor | 1,672,380,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b94831b9-9834-434b-92d7-0c359a6122e3 | churn | 0.875508 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 70 | No | Yes | Unemployed | Suburban | College | 1,672,380,000 |
8 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f7c0c7a7-7e8c-4d3c-aa68-b49d657eef21 | churn | 0.438731 | 1 | churn | 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 | Female | 52 | Yes | Yes | Employed | Rural | High School or Below | 1,672,380,000 |
65 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | d3148f86-7006-4ee1-870b-6a648f5872a3 | no_churn | 0.006172 | 0 | no_churn | -0.058348 | -0.002922 | 0.008997 | -0.01582 | 0.007424 | -0.167728 | -0.019657 | -0.020972 | Female | 22 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
43 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 29e8d909-3928-4b83-aa0c-4295c2627c10 | churn | 0.328026 | 1 | churn | -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 | Female | 45 | No | Yes | Employed | Rural | Master | 1,672,380,000 |
64 | Yes | Yes | Low Speed | In_Store_Support | One year | <50hrs | Active | 6d82ca7c-9482-491a-823e-717388fe81cb | no_churn | 0.169211 | 0 | no_churn | -0.09616 | -0.0019 | 0.008447 | 0.001614 | -0.105284 | -0.051553 | 0.062363 | 0.043448 | Female | 22 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,380,000 |
43 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 85a4457c-23bc-4ad0-8055-772c6b1d5dd6 | churn | 0.328026 | 1 | churn | -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 | Female | 68 | Yes | No | Employed | Suburban | Bachelor | 1,672,380,000 |
12 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Active | dd2e2a98-2e2c-451f-9bc8-1b78547b81a1 | churn | 0.821664 | 1 | churn | 0.059153 | -0.001455 | -0.012086 | 0.074214 | 0.123925 | 0.102633 | 0.10507 | 0.131354 | Female | 29 | No | No | Retired | Suburban | Bachelor | 1,672,380,000 |
30 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a357c938-6538-4f3d-8f08-79f1787abc40 | no_churn | 0.121913 | 0 | no_churn | -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 | Female | 46 | No | Yes | Employed | Suburban | College | 1,672,380,000 |
71 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 57150174-aa62-488d-abcc-b0befabe3ba5 | no_churn | 0.067221 | 0 | no_churn | -0.148956 | -0.002495 | 0.003095 | 0.022025 | -0.009761 | -0.129983 | 0.000969 | 0.046794 | Female | 58 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
71 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 25a7f92d-e589-4061-a123-ee8f84e80889 | no_churn | 0.015711 | 0 | no_churn | -0.106356 | 0.010276 | 0.000347 | -0.01231 | 0.003621 | -0.128475 | -0.014832 | -0.021297 | Male | 75 | No | Yes | Medical Leave | Suburban | Bachelor | 1,672,380,000 |
71 | Yes | No | High Speed | Phone_Support | Two year | <50hrs | Active | 81f1bd36-ff37-4969-8805-169d3de155c0 | no_churn | 0.009597 | 0 | no_churn | -0.132473 | -0.00246 | -0.01454 | -0.00652 | 0.027278 | -0.190267 | 0.023763 | 0.046193 | Female | 68 | No | Yes | Unemployed | Suburban | College | 1,672,380,000 |
18 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e6be72c5-0aac-4724-bdf3-63810bb51845 | no_churn | 0.052248 | 0 | no_churn | -0.008454 | -0.006007 | 0.004014 | 0.002339 | 0.020268 | 0.062352 | -0.028401 | -0.013684 | Female | 54 | No | Yes | Employed | Suburban | Master | 1,672,380,000 |
32 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d20347bb-8714-4ec8-97c0-649bb3505cf8 | no_churn | 0.060177 | 0 | no_churn | 0.079558 | -0.002333 | 0.022823 | 0.048773 | 0.074682 | 0.085454 | -0.022721 | -0.035261 | Male | 75 | No | Yes | Unemployed | Rural | College | 1,672,380,000 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | 100hrs+ | Active | 5c90ce38-79cc-4b8b-9656-e04418c9ab56 | no_churn | 0.013167 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Male | 73 | No | Yes | Medical Leave | Suburban | High School or Below | 1,672,380,000 |
17 | Yes | No | High Speed | In_Store_Support | One year | <50hrs | Active | 74eeff14-39c9-4a5f-b634-538de8c69eba | churn | 0.543731 | 1 | churn | 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 | Male | 24 | No | No | Unemployed | Suburban | Master | 1,672,380,000 |
3 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 6357e928-1b43-440e-98ef-0268b4f88eee | churn | 0.185209 | 1 | churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Male | 31 | No | No | Unemployed | Rural | College | 1,672,380,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | 8ed76c0d-cc40-4e30-aba1-6f1573609ccd | no_churn | 0.005579 | 0 | no_churn | -0.092892 | -0.003678 | 0.006301 | -0.011443 | -0.042036 | -0.128529 | 0.027604 | 0.026652 | Male | 58 | No | No | Employed | Suburban | Doctor | 1,672,380,000 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | e488d844-f94c-4866-b7f6-cdf447c58880 | no_churn | 0.309634 | 0 | no_churn | -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 | Male | 34 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,380,000 |
11 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 1bff0a77-cb77-49bb-94ca-4bc56943cc0f | no_churn | 0.029459 | 0 | no_churn | -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 | Male | 37 | No | No | Unemployed | Suburban | Master | 1,672,380,000 |
4 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 65a3fd0f-bed4-4bdc-acb7-170bacf4654a | churn | 0.281433 | 1 | churn | 0.223202 | -0.002543 | 0.057605 | -0.020906 | 0.011055 | 0.138815 | 0.222626 | 0.072787 | Female | 28 | No | No | Medical Leave | Rural | Bachelor | 1,672,380,000 |
24 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 35d65c65-24aa-4ed5-90be-5fde659ea187 | churn | 0.237731 | 1 | churn | -0.07669 | -0.007556 | 0.015964 | -0.030632 | -0.111636 | 0.030326 | -0.039022 | -0.029779 | Female | 72 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,380,000 |
35 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 753b350e-6a57-44d4-a0a2-121e48c7b037 | no_churn | 0.018431 | 0 | no_churn | -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 | Female | 37 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
4 | Yes | No | Fiber optic | Phone_Support | One year | <80hrs | Active | 6e819619-fd79-4709-b8a8-83a9e23e3102 | churn | 0.449235 | 1 | churn | 0.127392 | -0.001043 | -0.010516 | 0.071392 | -0.065 | -0.167396 | 0.051015 | 0.067987 | Male | 58 | No | Yes | Unemployed | Suburban | Master | 1,672,380,000 |
38 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 0b1aaf28-d691-451e-ba17-5199db4059f0 | churn | 0.139719 | 1 | churn | -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 | Female | 30 | Yes | Yes | Unemployed | Rural | High School or Below | 1,672,380,000 |
67 | Yes | Yes | Fiber optic | In_Store_Support | One year | <80hrs | Active | dfe72d48-960d-4ecb-804d-49fbfba85e3d | no_churn | 0.213677 | 0 | no_churn | -0.155459 | -0.002459 | -0.019825 | 0.040896 | -0.017324 | -0.109396 | 0.031274 | 0.033266 | Female | 35 | No | Yes | Unemployed | Rural | High School or Below | 1,672,380,000 |
31 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 1ca215e8-be2d-4331-8090-f43a6bbea6d6 | churn | 0.359831 | 1 | churn | 0.075601 | -0.000801 | 0.125071 | 0.051534 | 0.083271 | -0.009034 | 0.135344 | 0.109987 | Male | 27 | Yes | No | Employed | Urban | Bachelor | 1,672,380,000 |
27 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 82c7a671-b32c-4e4c-af39-a2d2d146e9a9 | churn | 0.326846 | 1 | churn | -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 | Female | 61 | Yes | No | Employed | Suburban | Master | 1,672,380,000 |
13 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9f21f327-1606-42f9-b704-56cae0a534d7 | churn | 0.478824 | 0 | no_churn | 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 | Male | 79 | No | Yes | Medical Leave | Urban | Bachelor | 1,672,380,000 |
66 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 6670cc04-d1e8-4d79-9177-63abbfda5da2 | no_churn | 0.010142 | 0 | no_churn | -0.037148 | -0.003481 | -0.021716 | -0.02625 | -0.000383 | -0.121646 | -0.02774 | -0.030661 | Male | 38 | No | No | Employed | Suburban | College | 1,672,380,000 |
11 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 829bea83-efa2-4656-a78d-3a25b84594ec | no_churn | 0.206477 | 0 | no_churn | 0.020673 | -0.006283 | 0.005203 | -0.03007 | -0.135286 | 0.05764 | -0.049148 | -0.059754 | Male | 35 | Yes | No | Employed | Urban | High School or Below | 1,672,380,000 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | dc517bbb-0cae-4a2a-981f-53ad245b0ba4 | no_churn | 0.309634 | 0 | no_churn | -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 | Female | 43 | Yes | No | Unemployed | Suburban | College | 1,672,380,000 |
8 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5fd22a52-f0fc-4f01-a489-90704eb9313e | no_churn | 0.105474 | 0 | no_churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Male | 28 | No | No | Employed | Urban | College | 1,672,380,000 |
19 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3206bbdd-d4d8-47f9-9c71-e0fa0af9ac06 | no_churn | 0.17037 | 0 | no_churn | -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 | Male | 34 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 100hrs+ | Active | 4ad400cc-b745-49cc-8ac8-f25f610a7359 | no_churn | 0.004988 | 0 | no_churn | -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 | Male | 62 | No | Yes | Retired | Urban | High School or Below | 1,672,380,000 |
32 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 02de49fd-3f98-4bd0-b769-7d068f7c5e64 | no_churn | 0.089186 | 0 | no_churn | -0.030741 | -0.015844 | -0.029412 | -0.097492 | 0.012673 | 0.051929 | -0.024552 | -0.012925 | Male | 59 | No | Yes | Employed | Rural | High School or Below | 1,672,380,000 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | dd59dd61-1fbf-4b28-8e44-ef95170289b0 | churn | 0.67615 | 0 | no_churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Female | 57 | No | No | Employed | Rural | High School or Below | 1,672,380,000 |
65 | No | No phone service | High Speed | Phone_Support | Two year | <50hrs | Active | 44c9e283-10dc-4722-994e-f9ec7fb35f99 | no_churn | 0.06093 | 0 | no_churn | -0.095251 | -0.010102 | -0.013474 | 0.001012 | 0.030665 | -0.17054 | 0.037733 | 0.038932 | Female | 22 | No | No | Unemployed | Suburban | Bachelor | 1,672,380,000 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cf9e9ed8-2398-4e92-af9a-f5a510621e66 | churn | 0.562189 | 1 | churn | 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 | Male | 80 | No | No | Unemployed | Urban | Bachelor | 1,672,380,000 |
39 | Yes | Yes | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 566747cf-22a3-4b1a-bbf9-50f82b883ef5 | churn | 0.117216 | 1 | churn | 0.145514 | -0.000273 | 0.07553 | 0.18584 | 0.0977 | 0.046955 | 0.019103 | 0.020604 | Male | 68 | No | No | Employed | Suburban | College | 1,672,380,000 |
31 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 2257b4f2-736a-48fd-9f04-2d9c7e544f23 | no_churn | 0.167476 | 0 | no_churn | 0.059251 | -0.003259 | 0.091337 | 0.029913 | 0.164485 | 0.088271 | 0.152111 | 0.111531 | Male | 54 | No | No | Unemployed | Suburban | Bachelor | 1,672,380,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2714009a-3acb-4e2c-a2e7-e2f2dce71ebf | churn | 0.875508 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 29 | No | No | Employed | Suburban | College | 1,672,380,000 |
15 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7d1e5a55-20a6-4aa1-9ae6-91815ca0345a | no_churn | 0.100968 | 0 | no_churn | 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 | Male | 32 | No | No | Employed | Urban | High School or Below | 1,672,380,000 |
70 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 4063bc5f-d110-4186-9359-e96a65e3d0b3 | no_churn | 0.065066 | 0 | no_churn | -0.059437 | -0.003287 | -0.002595 | -0.023241 | -0.01559 | -0.083214 | -0.033054 | -0.042819 | Male | 64 | Yes | No | Employed | Suburban | Bachelor | 1,672,380,000 |
3 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 3f9137af-dce9-40ba-9193-5610ec6ebdb0 | no_churn | 0.694509 | 0 | no_churn | 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 | Male | 76 | No | No | Medical Leave | Urban | High School or Below | 1,672,380,000 |
34 | Yes | No | High Speed | Web_Chat_Support | One year | <80hrs | Active | bcc79747-5bdc-4b29-b6a3-c893b5533bef | no_churn | 0.176184 | 0 | no_churn | -0.038461 | -0.001435 | -0.016426 | -0.088801 | 0.041523 | -0.056952 | 0.029658 | 0.051868 | Female | 31 | Yes | No | Employed | Suburban | College | 1,672,380,000 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0cb81c71-c291-4b56-945e-8e19bc0e22c0 | no_churn | 0.320274 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 28 | Yes | Yes | Disabled | Suburban | High School or Below | 1,672,380,000 |
70 | Yes | No | High Speed | In_Store_Support | Two year | <50hrs | Active | a36af7d0-df83-44de-b024-e65377d1f93c | no_churn | 0.016743 | 0 | no_churn | -0.059218 | -0.002812 | -0.026708 | -0.022194 | -0.031675 | -0.178941 | 0.028051 | 0.024471 | Male | 21 | No | Yes | Employed | Urban | High School or Below | 1,672,380,000 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cc5c4417-5a47-4f07-bde9-beb352034a29 | no_churn | 0.321197 | 0 | no_churn | 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 | Female | 52 | No | Yes | Employed | Urban | College | 1,672,380,000 |
71 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 44fc5fa4-ae98-44fc-bcb8-455f0e496519 | no_churn | 0.00287 | 0 | no_churn | -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 | Male | 70 | Yes | Yes | Unemployed | Urban | Doctor | 1,672,380,000 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 580b3168-842e-465d-8213-e37dc9ff8f8c | churn | 0.707567 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Female | 53 | Yes | No | Unemployed | Urban | College | 1,672,380,000 |
65 | No | No phone service | High Speed | Phone_Support | Two year | <50hrs | Active | 17a05d4a-f63a-42f4-b970-bd00d62043b8 | no_churn | 0.06093 | 0 | no_churn | -0.095251 | -0.010102 | -0.013474 | 0.001012 | 0.030665 | -0.17054 | 0.037733 | 0.038932 | Male | 37 | No | Yes | Employed | Suburban | College | 1,672,380,000 |
57 | Yes | Yes | Fiber optic | In_Store_Support | One year | <50hrs | Active | e5ecf986-80a5-4a63-bd6d-f0201a4e2f4f | no_churn | 0.260399 | 0 | no_churn | -0.020981 | -0.001046 | 0.019507 | 0.106772 | 0.068878 | 0.060643 | 0.154313 | 0.089555 | Female | 60 | Yes | Yes | Employed | Rural | High School or Below | 1,672,380,000 |
70 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 70e3ff31-9384-4de9-9f7c-5cf77d9220cf | no_churn | 0.065066 | 0 | no_churn | -0.059437 | -0.003287 | -0.002595 | -0.023241 | -0.01559 | -0.083214 | -0.033054 | -0.042819 | Female | 45 | No | Yes | Unemployed | Suburban | Master | 1,672,380,000 |
71 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 88d6c530-1fce-4339-9199-b1ac8e0e4341 | no_churn | 0.015711 | 0 | no_churn | -0.106356 | 0.010276 | 0.000347 | -0.01231 | 0.003621 | -0.128475 | -0.014832 | -0.021297 | Female | 79 | No | No | Employed | Urban | High School or Below | 1,672,380,000 |
9 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 2b38851f-a540-4fed-819f-2433bd9106b4 | no_churn | 0.307459 | 0 | no_churn | -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 | Female | 80 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,380,000 |
40 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 231f3945-b761-4095-a7b0-138b764a8f47 | no_churn | 0.07669 | 0 | no_churn | -0.102534 | -0.010347 | -0.011473 | -0.015992 | -0.022919 | 0.041279 | -0.022077 | -0.024963 | Female | 50 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
46 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | 7acbc825-3c33-4771-bb07-17c2dd430e08 | no_churn | 0.213169 | 0 | no_churn | -0.074997 | -0.002838 | -0.005177 | -0.017936 | -0.046299 | -0.183922 | 0.037724 | 0.024418 | Female | 68 | No | Yes | Retired | Rural | Master | 1,672,380,000 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f9f909ca-9ffe-43a6-b9e5-cfc4d1027f03 | churn | 0.552859 | 1 | churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Male | 47 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
64 | Yes | Yes | Low Speed | In_Store_Support | One year | <50hrs | Active | 6f4ab5f4-30c2-42cc-aee1-376d9e1b4286 | no_churn | 0.169211 | 0 | no_churn | -0.09616 | -0.0019 | 0.008447 | 0.001614 | -0.105284 | -0.051553 | 0.062363 | 0.043448 | Male | 80 | No | Yes | Unemployed | Urban | High School or Below | 1,672,380,000 |
47 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 615e77c0-b8a1-422f-ba67-4922b98b75b9 | no_churn | 0.009536 | 0 | no_churn | -0.030589 | -0.003533 | -0.001316 | -0.054061 | 0.016723 | -0.122569 | -0.028684 | -0.044997 | Male | 66 | Yes | No | Employed | Suburban | High School or Below | 1,672,380,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 49cefee9-4b33-4566-8a84-70d262baee40 | churn | 0.781034 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 64 | No | Yes | Employed | Urban | Bachelor | 1,672,380,000 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 642d7b06-f5bc-4394-9366-0030f177a9be | churn | 0.566016 | 1 | churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Female | 37 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
20 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 763b1f7b-adea-4139-a046-5b8efd0e3b6e | churn | 0.670292 | 1 | churn | 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 | Female | 45 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,380,000 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | f3877b7d-3f55-4246-8a57-cba94e635f7b | no_churn | 0.054569 | 0 | no_churn | -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 | Female | 31 | No | Yes | Employed | Rural | Bachelor | 1,672,380,000 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7918ce11-a35f-46d7-8503-8cae1091fc8b | churn | 0.732071 | 1 | churn | 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 | Male | 32 | Yes | No | Unemployed | Suburban | College | 1,672,380,000 |
5 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b6808c6a-f3d6-46bf-8658-04cb0d729c25 | churn | 0.515088 | 1 | churn | 0.074426 | 0.01502 | -0.006653 | -0.116094 | 0.022404 | 0.082721 | -0.036242 | -0.045359 | Female | 76 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,380,000 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | d0425efd-5c83-458b-bd94-a88ae47935cf | churn | 0.827015 | 1 | churn | 0.131171 | -0.004224 | 0.124869 | 0.097965 | 0.101845 | 0.115712 | 0.043859 | 0.064776 | Female | 30 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,380,000 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5f5dc1fc-e198-4eae-a1bc-242584b41648 | churn | 0.438185 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 41 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
51 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f4fe848d-61b9-4bc5-9b66-221746f727c9 | no_churn | 0.171148 | 0 | no_churn | -0.175485 | -0.004022 | -0.142657 | 0.03573 | 0.020713 | 0.043757 | -0.026086 | -0.020977 | Male | 64 | No | No | Unemployed | Suburban | Master | 1,672,380,000 |
57 | Yes | No | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | 474d63b1-a9d9-4a84-9dd2-6dae5e4f3645 | no_churn | 0.12989 | 0 | no_churn | -0.036564 | -0.002077 | -0.008715 | 0.012102 | 0.061429 | -0.18789 | 0.048204 | 0.068985 | Female | 51 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,380,000 |
54 | Yes | Yes | Low Speed | Phone_Support | One year | 100hrs+ | Active | 22d1d0c9-7abb-45f3-a8a0-806914d0df88 | no_churn | 0.203121 | 1 | churn | -0.072477 | -0.00186 | 0.018498 | -0.115877 | 0.01224 | -0.106264 | 0.014011 | 0.062702 | Male | 42 | No | Yes | Employed | Suburban | High School or Below | 1,672,380,000 |
4 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | b9e82c7c-511d-46aa-b035-e42b3c68a011 | no_churn | 0.553705 | 0 | no_churn | 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 | Female | 47 | Yes | Yes | Employed | Rural | Bachelor | 1,672,380,000 |
11 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 7c455f36-168f-4bb0-b28b-9fe142899a9b | no_churn | 0.029459 | 0 | no_churn | -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 | Female | 36 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
2 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1d33ea35-5d6c-49d5-88d8-25f9d13d7717 | churn | 0.47504 | 1 | churn | 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 | Female | 29 | No | Yes | Employed | Urban | Bachelor | 1,672,380,000 |
71 | Yes | Yes | Medium Speed | In_Store_Support | Two year | <80hrs | Active | e9014cfe-d5b1-41de-8e07-26ed3e295432 | no_churn | 0.007327 | 0 | no_churn | -0.096208 | -0.003764 | -0.001178 | -0.03211 | -0.04937 | -0.127425 | 0.017434 | 0.023595 | Female | 61 | No | No | Employed | Suburban | Bachelor | 1,672,380,000 |
67 | Yes | Yes | Fiber optic | In_Store_Support | One year | <80hrs | Active | 81e24cda-21c2-43ce-8bd7-b130e7f4105e | no_churn | 0.213677 | 0 | no_churn | -0.155459 | -0.002459 | -0.019825 | 0.040896 | -0.017324 | -0.109396 | 0.031274 | 0.033266 | Male | 67 | Yes | No | Retired | Suburban | Bachelor | 1,672,380,000 |
5 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | a4c6cfb4-f480-491b-a559-10d4a099416c | churn | 0.596993 | 1 | churn | 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 | Male | 45 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
22 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 0f0d7829-504d-461d-b40a-139d11825006 | no_churn | 0.187548 | 0 | no_churn | -0.085507 | -0.004745 | -0.068933 | -0.013909 | 0.067189 | 0.05706 | -0.001463 | 0.061283 | Female | 29 | No | No | Medical Leave | Suburban | Master | 1,672,380,000 |
16 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ac958498-3465-4110-9fb6-69f51d211634 | no_churn | 0.545272 | 0 | no_churn | 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 | Female | 59 | No | Yes | Employed | Suburban | Bachelor | 1,672,380,000 |
43 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 717b2fad-8270-4fb3-848e-1ba1ac83fc4f | no_churn | 0.335158 | 0 | no_churn | -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 | Male | 72 | Yes | No | Employed | Urban | College | 1,672,380,000 |
4 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 61903a77-af63-4c1c-b0fe-9e5433e739a6 | churn | 0.764831 | 1 | churn | 0.215139 | -0.000397 | 0.026752 | 0.049706 | 0.12437 | 0.117223 | 0.043634 | 0.054548 | Female | 50 | No | Yes | Employed | Urban | High School or Below | 1,672,380,000 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 35962c43-69ed-4143-af13-3df0be40c960 | no_churn | 0.079431 | 0 | no_churn | -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 | Female | 39 | No | No | Employed | Suburban | High School or Below | 1,672,380,000 |
48 | No | No phone service | Medium Speed | Phone_Support | One year | 100hrs+ | Active | 72b0cf81-dd32-47a6-9cfc-2f0f95ca9242 | no_churn | 0.064507 | 0 | no_churn | -0.037365 | -0.023372 | 0.020312 | 0.022221 | 0.096066 | -0.020301 | 0.056913 | 0.0765 | Female | 41 | No | Yes | Employed | Urban | Bachelor | 1,672,380,000 |
72 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | f1e4379f-9a31-4b51-bd11-35b7ba759873 | no_churn | 0.001585 | 0 | no_churn | -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 | Male | 40 | Yes | No | Retired | Suburban | Bachelor | 1,672,380,000 |
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