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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 663cf3d4-bbff-4b95-9b43-58b1dfe04ccd | no_churn | 0.002588 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Male | 71 | No | No | Unemployed | Urban | Doctor | 1,671,948,000 |
32 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 80eb6489-b972-4894-b043-772671567fc6 | no_churn | 0.011274 | 0 | no_churn | -0.009258 | -0.003544 | -0.072242 | -0.052333 | 0.02392 | -0.091137 | -0.020544 | -0.033889 | Male | 32 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
72 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 9af1bbc0-2889-448b-873b-76a3447d73bf | no_churn | 0.001473 | 0 | no_churn | -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 | Female | 59 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
15 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 355660bd-40d1-40c6-8af3-308b38e498d2 | no_churn | 0.16163 | 0 | no_churn | 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 | Male | 64 | No | Yes | Unemployed | Suburban | College | 1,671,948,000 |
3 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7e4e03ac-95e9-43ef-a792-7f507604d6ae | no_churn | 0.522408 | 0 | no_churn | 0.261438 | 0.081735 | 0.046566 | 0.082775 | 0.069246 | 0.130024 | -0.018544 | -0.004933 | Female | 33 | Yes | No | Employed | Suburban | Master | 1,671,948,000 |
23 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | d16b559c-2f47-4b56-9d5f-fd63b1f9780c | churn | 0.12624 | 1 | churn | -0.017979 | -0.004794 | 0.036911 | -0.008967 | -0.042808 | -0.142012 | -0.031168 | -0.058208 | Female | 40 | No | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
46 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 22941035-d5f5-43b6-9b47-9b1ed5c9efc7 | churn | 0.256474 | 1 | churn | -0.156161 | 0.028086 | 0.00512 | -0.044005 | -0.04408 | 0.039214 | -0.030426 | -0.036774 | Male | 38 | No | No | Employed | Suburban | College | 1,671,948,000 |
6 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ac696d62-a97d-48ba-ad0c-cc1bd4575b4c | no_churn | 0.074185 | 0 | no_churn | 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 | Male | 62 | Yes | No | Disabled | Suburban | High School or Below | 1,671,948,000 |
51 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | c6715bd9-b666-4f36-ae9c-51ecd3eaf639 | no_churn | 0.005595 | 0 | no_churn | -0.054506 | -0.003815 | 0.00757 | -0.034636 | -0.042098 | -0.105157 | -0.017876 | -0.018508 | Female | 66 | Yes | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
68 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 66c1919b-34ef-4b26-8aa4-17fdcedf6b04 | no_churn | 0.009548 | 0 | no_churn | -0.069781 | -0.003549 | -0.000196 | -0.022955 | -0.000584 | -0.114779 | -0.022081 | -0.035102 | Male | 27 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
17 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | c5f62867-b159-4882-9c21-bb0461e6e633 | no_churn | 0.039071 | 0 | no_churn | 0.042999 | -0.005021 | -0.043885 | -0.022749 | -0.001184 | -0.175128 | -0.035565 | -0.028494 | Female | 39 | No | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
41 | No | No phone service | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 14134eb3-b809-495c-a683-528848b14337 | no_churn | 0.047029 | 0 | no_churn | 0.013749 | 0.098939 | 0.035504 | 0.066565 | 0.035531 | -0.00525 | 0.001414 | -0.005476 | Male | 76 | No | No | Employed | Suburban | College | 1,671,948,000 |
64 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | db04d462-5cbe-44e8-8562-38d4480476d1 | no_churn | 0.005851 | 0 | no_churn | -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 | Female | 31 | No | Yes | Unemployed | Suburban | College | 1,671,948,000 |
2 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 077f1eb4-734e-4348-b4b0-0a01f41f3f56 | no_churn | 0.082267 | 0 | no_churn | 0.081817 | -0.006487 | -0.020009 | -0.055236 | -0.030155 | -0.161326 | -0.028802 | -0.035494 | Female | 37 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
19 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0498e0a9-0ae0-4e02-a72b-fcdac11c4710 | no_churn | 0.186584 | 0 | no_churn | -0.068635 | -0.007536 | -0.022794 | -0.076431 | -0.054451 | 0.030302 | -0.039664 | -0.029817 | Female | 69 | No | Yes | Medical Leave | Suburban | College | 1,671,948,000 |
53 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | db2a3510-d19b-43c9-aeb3-3b76f21a854e | no_churn | 0.009781 | 0 | no_churn | -0.010211 | -0.002527 | -0.008136 | -0.002382 | 0.034146 | -0.215576 | -0.012976 | -0.023585 | Female | 40 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
72 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 2acae154-47bf-4ee2-919c-2592ccaa3ba7 | no_churn | 0.004497 | 0 | no_churn | -0.08341 | -0.003985 | -0.005843 | -0.02752 | -0.021773 | -0.076448 | -0.025982 | -0.024065 | Male | 27 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
39 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | e14722ea-68b0-423b-907b-3a79f48451aa | no_churn | 0.00809 | 0 | no_churn | -0.025776 | -0.006111 | 0.005512 | -0.021944 | 0.013887 | -0.173339 | -0.020661 | -0.030596 | Female | 55 | No | Yes | Medical Leave | Rural | College | 1,671,948,000 |
49 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 9699a06d-5031-45ff-afba-db7f838b9b7e | no_churn | 0.087741 | 0 | no_churn | -0.057228 | -0.004001 | -0.014086 | -0.047833 | -0.024859 | -0.088953 | -0.015417 | -0.016649 | Male | 25 | Yes | Yes | Employed | Suburban | College | 1,671,948,000 |
11 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | de759f40-b48d-453a-b2c9-d26193e53906 | no_churn | 0.014139 | 0 | no_churn | 0.015701 | -0.008861 | -0.031321 | -0.037587 | 0.019967 | -0.13115 | -0.030648 | -0.035126 | Male | 79 | No | No | Employed | Rural | High School or Below | 1,671,948,000 |
4 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 34a165b3-9e6b-41b2-9a8f-bd344a42775f | no_churn | 0.163759 | 0 | no_churn | 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 | Female | 66 | Yes | Yes | Medical Leave | Rural | High School or Below | 1,671,948,000 |
16 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f96337db-6fbf-40b1-a50b-e316f8bd86cd | no_churn | 0.48466 | 0 | no_churn | 0.18257 | 0.132669 | 0.037019 | 0.112274 | 0.104573 | 0.119956 | -0.007838 | -0.018999 | Male | 54 | Yes | Yes | Employed | Urban | High School or Below | 1,671,948,000 |
50 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 57f33520-af85-49ef-bce1-ff00d95e7090 | no_churn | 0.017224 | 0 | no_churn | -0.03566 | -0.00283 | -0.007499 | -0.045868 | 0.016095 | -0.117743 | -0.03018 | -0.045342 | Female | 47 | No | Yes | Employed | Suburban | College | 1,671,948,000 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | f581fbb7-5dc6-48f2-90c0-82f9e42a4227 | no_churn | 0.422347 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 58 | Yes | No | Employed | Suburban | Bachelor | 1,671,948,000 |
63 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | c0e77434-cde8-4438-aca5-7e1db1097641 | no_churn | 0.008206 | 0 | no_churn | -0.045753 | -0.002835 | -0.008615 | -0.02022 | -0.012133 | -0.146069 | -0.012974 | -0.020426 | Male | 51 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
56 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 93624681-4825-4cb9-8356-4d717b1ce125 | churn | 0.016238 | 1 | churn | -0.034895 | -0.003784 | -0.000755 | -0.041099 | 0.010771 | -0.130532 | -0.036625 | -0.032108 | Female | 57 | Yes | No | Unemployed | Urban | Bachelor | 1,671,948,000 |
1 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5ae47392-d32f-47c7-b0db-3ba00582f19a | churn | 0.590015 | 1 | churn | 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 | Male | 34 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
3 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 64a6c18a-afd6-4f4e-bb0f-d729ef82f56a | no_churn | 0.232996 | 0 | no_churn | 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 | Female | 80 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
64 | Yes | Yes | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 2292ec74-cdfb-415d-9504-c16abff4ba53 | no_churn | 0.03106 | 0 | no_churn | -0.072735 | -0.006891 | -0.012813 | -0.022518 | -0.022343 | -0.068014 | -0.019272 | -0.024441 | Female | 71 | Yes | No | Employed | Urban | High School or Below | 1,671,948,000 |
19 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 45415386-cc7f-43d2-ae7c-f2bfcb3b87f3 | no_churn | 0.007334 | 0 | no_churn | -0.021835 | -0.004298 | -0.019055 | -0.037312 | -0.03824 | -0.105256 | -0.01975 | -0.02328 | Male | 30 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 79c4871b-4195-4892-b886-8e4db2b33a38 | churn | 0.283128 | 1 | churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Female | 25 | No | No | Employed | Suburban | Master | 1,671,948,000 |
42 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 855dabc9-58e4-4a50-8bcd-e2feb3ae36a5 | no_churn | 0.051628 | 0 | no_churn | -0.023565 | -0.005156 | -0.013952 | -0.046456 | -0.022286 | -0.089453 | -0.022212 | -0.045946 | Male | 35 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
13 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | e13843ab-4cf2-4dc1-ba60-02b8a8120d3f | no_churn | 0.100285 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Female | 48 | No | No | Medical Leave | Urban | Master | 1,671,948,000 |
64 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | d9b77e7a-6523-49ea-aac8-fea56802ad75 | no_churn | 0.012685 | 0 | no_churn | -0.064919 | -0.003793 | -0.010654 | -0.021095 | -0.006029 | -0.108659 | -0.026346 | -0.027532 | Male | 53 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
20 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 5476a9b7-33ad-47a0-a5f2-3dc05da657ba | no_churn | 0.0073 | 0 | no_churn | -0.026 | -0.003964 | -0.021802 | -0.029426 | 0.006218 | -0.111355 | -0.039216 | -0.04348 | Female | 31 | Yes | Yes | Employed | Suburban | College | 1,671,948,000 |
13 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f67898c0-a7de-4651-aa86-e3adb5143ab6 | no_churn | 0.12168 | 0 | no_churn | -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 | Female | 49 | No | Yes | Employed | Urban | Bachelor | 1,671,948,000 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 56f4b904-c53b-471b-8393-81e8e3c4fdc2 | no_churn | 0.413514 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 38 | No | No | Unemployed | Suburban | Bachelor | 1,671,948,000 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 472a71d5-a426-474a-be3b-4cde6ff430de | churn | 0.524546 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 72 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,948,000 |
71 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | e2dc271a-8291-48eb-90e9-67bf3df162dd | no_churn | 0.002468 | 0 | no_churn | -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 | Female | 38 | No | Yes | Employed | Rural | College | 1,671,948,000 |
7 | Yes | No | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 6b6e54d5-7903-48e3-8fde-bc1f85b830bc | churn | 0.128036 | 1 | churn | 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 | Male | 43 | No | No | Employed | Rural | Master | 1,671,948,000 |
20 | Yes | No | Low Speed | Web_Chat_Support | One year | 0hrs | Disabled | 41830485-74ef-4a8d-a43a-74750dcbef56 | no_churn | 0.023989 | 0 | no_churn | -0.043937 | -0.008496 | -0.024801 | -0.038225 | 0.001274 | -0.081731 | -0.034203 | -0.038908 | Female | 77 | No | Yes | Employed | Rural | College | 1,671,948,000 |
9 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | b0d91ff1-522e-4c8e-b78e-fdd4fc22fae5 | no_churn | 0.009009 | 0 | no_churn | -0.00436 | -0.008843 | -0.021675 | -0.037592 | 0.005303 | -0.131606 | -0.031797 | -0.038457 | Male | 63 | No | No | Medical Leave | Suburban | Bachelor | 1,671,948,000 |
26 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7abe2342-d5eb-4b25-ad1b-11699f75c0b7 | no_churn | 0.195785 | 0 | no_churn | -0.097592 | -0.009498 | -0.033806 | -0.046007 | 0.005298 | 0.039987 | -0.057719 | -0.06969 | Female | 47 | Yes | Yes | Employed | Rural | High School or Below | 1,671,948,000 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 991805a7-6d0c-47e8-ac0b-e228cce99590 | no_churn | 0.442206 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 20 | Yes | No | Employed | Suburban | Master | 1,671,948,000 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 751b4164-9cda-40b4-af1c-7463b4ac3801 | no_churn | 0.415259 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 59 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
41 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1072bbf1-027b-46da-8327-56e39b4cff66 | no_churn | 0.067293 | 0 | no_churn | -0.069487 | -0.017533 | -0.064943 | -0.13142 | 0.023349 | 0.044739 | -0.026379 | -0.027352 | Female | 59 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4789734d-e20b-4c40-9076-3ed769ce5bd4 | churn | 0.186991 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 67 | Yes | No | Medical Leave | Rural | Master | 1,671,948,000 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 63872995-33db-4c35-9ed5-b3bda4a7150d | churn | 0.667018 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 21 | No | No | Disabled | Suburban | College | 1,671,948,000 |
47 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | d4dac7f9-0d17-41ba-90c1-406daa438ef7 | no_churn | 0.008676 | 0 | no_churn | -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 | Male | 63 | Yes | No | Employed | Suburban | College | 1,671,948,000 |
67 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | bde1ff05-0c71-4195-9dd2-6e2f1008db66 | no_churn | 0.007627 | 0 | no_churn | -0.047596 | -0.002845 | -0.009841 | -0.02084 | 0.001964 | -0.132109 | -0.027436 | -0.030324 | Male | 80 | No | Yes | Employed | Rural | Master | 1,671,948,000 |
12 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 06110cb1-f7f5-4a93-9d04-22d372f73a20 | no_churn | 0.102219 | 0 | no_churn | -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 | Male | 60 | Yes | No | Employed | Suburban | College | 1,671,948,000 |
3 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 69a233c3-8f73-4b95-8f39-3948cdef822b | no_churn | 0.42865 | 0 | no_churn | 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 | Male | 30 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
58 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | c48192c9-c63c-409d-83fc-861afd7076c5 | no_churn | 0.01622 | 0 | no_churn | -0.049071 | -0.003753 | 0.011006 | -0.006445 | 0.020707 | -0.167949 | -0.034846 | -0.038675 | Female | 22 | No | No | Retired | Suburban | Master | 1,671,948,000 |
6 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 4d4b211e-745f-4e0f-8361-8a3508217952 | no_churn | 0.356437 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Male | 71 | No | Yes | Unemployed | Urban | College | 1,671,948,000 |
24 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | bc909cec-f729-438e-8189-b9d11d60be2e | no_churn | 0.008512 | 0 | no_churn | -0.052036 | -0.00537 | -0.030194 | -0.017659 | 0.012853 | -0.102288 | -0.033495 | -0.040837 | Male | 54 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
25 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 09584d38-bea0-49d9-b6e9-1cf8e9daf6bf | no_churn | 0.187013 | 0 | no_churn | -0.0278 | -0.010006 | 0.02844 | -0.157461 | 0.029262 | 0.054278 | -0.057026 | -0.078713 | Female | 49 | Yes | No | Unemployed | Rural | Bachelor | 1,671,948,000 |
2 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d846cd96-a58a-40d2-a00a-8211924e7d92 | no_churn | 0.165108 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 66 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
46 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | f3f1f29d-e907-4100-9fee-a83bbe5be042 | no_churn | 0.009847 | 0 | no_churn | -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 | Male | 57 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
48 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | c94b009e-75bd-4acd-a447-55f7947cfeb0 | no_churn | 0.007734 | 0 | no_churn | -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 | Female | 29 | Yes | Yes | Unemployed | Suburban | Master | 1,671,948,000 |
25 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 68c5a05c-a056-4bad-908b-04b506c399a2 | no_churn | 0.029864 | 0 | no_churn | -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 | Female | 20 | No | Yes | Unemployed | Rural | High School or Below | 1,671,948,000 |
65 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 516f269a-b049-43cf-bdec-94b7e073eff7 | no_churn | 0.25503 | 0 | no_churn | -0.091964 | -0.000984 | 0.019298 | 0.014509 | 0.044917 | 0.070287 | 0.043013 | 0.085232 | Female | 74 | Yes | No | Employed | Suburban | College | 1,671,948,000 |
7 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 10f9a05e-cf26-4ab8-828b-0f5aaf1294b7 | no_churn | 0.651008 | 1 | churn | 0.105707 | 0.000057 | 0.006032 | 0.024622 | 0.102135 | 0.153404 | 0.12686 | 0.142157 | Female | 39 | No | Yes | Disabled | Suburban | College | 1,671,948,000 |
10 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 87fede64-0dce-44e3-b49a-8cc57cb33347 | churn | 0.571792 | 1 | churn | 0.04604 | -0.005529 | -0.075776 | -0.060371 | 0.103825 | 0.098578 | 0.016504 | 0.087857 | Male | 73 | No | No | Employed | Suburban | High School or Below | 1,671,948,000 |
48 | Yes | Yes | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Active | 55b56ff7-a5b6-458e-a842-03d5a0808c94 | no_churn | 0.242774 | 0 | no_churn | -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 | Female | 56 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
24 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 2d643290-f557-47f9-afaa-758a1e6d4b0e | no_churn | 0.697448 | 0 | no_churn | 0.023498 | -0.002043 | 0.10837 | -0.006601 | 0.117349 | 0.135906 | 0.130489 | 0.132576 | Female | 53 | No | No | Employed | Urban | Bachelor | 1,671,948,000 |
4 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | ec0080ac-4810-4ce3-bd7a-fa1c77078350 | churn | 0.785636 | 1 | churn | 0.199603 | -0.001471 | 0.106908 | -0.026938 | 0.086269 | 0.147701 | 0.081426 | 0.124975 | Female | 49 | No | Yes | Employed | Suburban | College | 1,671,948,000 |
69 | Yes | No | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | 4c1a137a-16f4-4502-90dc-03db2051de4b | no_churn | 0.188147 | 0 | no_churn | -0.104079 | -0.002474 | -0.085084 | -0.008612 | 0.01936 | -0.167601 | 0.04277 | 0.051692 | Female | 68 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
32 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 4d73e138-f5f3-4161-8949-df32710d52e2 | no_churn | 0.386688 | 0 | no_churn | 0.029698 | 0.000612 | 0.068809 | 0.055982 | 0.134657 | 0.126312 | 0.094878 | 0.130513 | Male | 48 | No | No | Employed | Suburban | College | 1,671,948,000 |
2 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 863d22af-69bc-41a6-b7d7-2e5b96c7c072 | churn | 0.853412 | 1 | churn | 0.155679 | -0.005681 | 0.021724 | 0.02941 | 0.033836 | 0.142106 | 0.045445 | 0.09736 | Female | 35 | Yes | Yes | Employed | Suburban | Master | 1,671,948,000 |
60 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 2909fe16-beca-453e-90af-19474e079b9e | no_churn | 0.519876 | 0 | no_churn | -0.237565 | -0.006146 | -0.03972 | -0.035896 | 0.033364 | 0.041969 | -0.001627 | 0.006594 | Female | 69 | Yes | No | Employed | Rural | High School or Below | 1,671,948,000 |
8 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | dbe8424d-889a-4c99-81a2-1c49bff10b6b | churn | 0.58534 | 1 | churn | -0.049861 | -0.005126 | 0.007634 | -0.118629 | 0.085124 | 0.081347 | -0.045246 | 0.07754 | Male | 78 | No | No | Employed | Urban | College | 1,671,948,000 |
32 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 942d2475-1265-4490-aecb-0f053f5202dc | churn | 0.603483 | 1 | churn | -0.08864 | -0.002134 | 0.069597 | -0.022316 | 0.06713 | 0.0919 | 0.048907 | 0.094591 | Male | 53 | No | No | Disabled | Rural | High School or Below | 1,671,948,000 |
2 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 3c23ec4e-513c-4cda-a7f7-d4578872ba54 | churn | 0.734812 | 1 | churn | 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 | Female | 63 | No | Yes | Employed | Suburban | Bachelor | 1,671,948,000 |
21 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 3d4beece-5d12-4f86-83f9-d7a5d04f8452 | no_churn | 0.607546 | 0 | no_churn | 0.026191 | -0.002824 | 0.090934 | 0.027389 | 0.103528 | 0.127824 | 0.137102 | 0.137496 | Male | 51 | No | Yes | Employed | Urban | College | 1,671,948,000 |
1 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 93717bd5-bbfc-4046-b599-c94d5ff1c460 | churn | 0.846201 | 1 | churn | 0.209152 | -0.006388 | 0.105582 | -0.042643 | 0.053126 | 0.152358 | 0.056369 | 0.083419 | Female | 58 | No | Yes | Retired | Suburban | High School or Below | 1,671,948,000 |
4 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | ae169e98-6daa-4eda-aca2-c75f3d2c7807 | churn | 0.890137 | 1 | churn | 0.166809 | -0.003435 | 0.068415 | -0.028384 | 0.123252 | 0.147384 | 0.088879 | 0.098054 | Female | 79 | Yes | No | Employed | Rural | College | 1,671,948,000 |
67 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 59b549d6-ea64-4807-9f85-cd0bc3b2360f | no_churn | 0.405322 | 0 | no_churn | -0.06947 | 0.000123 | 0.044379 | 0.063551 | 0.104236 | 0.11198 | 0.134294 | 0.074131 | Male | 64 | No | No | Employed | Rural | College | 1,671,948,000 |
22 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 2679ab29-23ee-4fc1-ba24-acbcc1c4e2dc | churn | 0.718043 | 1 | churn | -0.093013 | -0.005891 | 0.004991 | -0.064422 | 0.074264 | 0.034799 | -0.009259 | 0.039504 | Female | 68 | No | No | Employed | Suburban | College | 1,671,948,000 |
35 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | f5ebfd0a-a4cd-4916-b9a5-e0c938454a09 | churn | 0.587997 | 1 | churn | -0.212378 | -0.003474 | 0.043703 | -0.003954 | 0.005787 | 0.0565 | -0.090956 | -0.015922 | Female | 54 | No | Yes | Unemployed | Rural | Bachelor | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | f3c48026-67a3-4cb6-9dee-e1a781090d79 | churn | 0.880348 | 1 | churn | 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 | Male | 23 | No | No | Employed | Suburban | College | 1,671,948,000 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1dbbd427-f650-42c7-94e9-13ab9a86bbed | churn | 0.727722 | 1 | churn | 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 | Female | 75 | No | No | Unemployed | Suburban | Bachelor | 1,671,948,000 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | cb69d748-f746-45d2-8606-58d0fdec389d | churn | 0.715943 | 1 | churn | -0.088412 | -0.002241 | 0.052542 | -0.009964 | 0.011684 | 0.092021 | -0.01236 | 0.050072 | Female | 70 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,948,000 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | ae7f7e81-2448-4d16-8080-fd8114270d8e | no_churn | 0.06571 | 0 | no_churn | -0.168918 | -0.002493 | -0.004575 | 0.008225 | -0.058956 | -0.101205 | 0.013007 | 0.045888 | Male | 77 | No | No | Employed | Suburban | College | 1,671,948,000 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <50hrs | Active | 4bf81a4a-6d67-4811-991e-e951d04e29e0 | no_churn | 0.122295 | 0 | no_churn | -0.086785 | -0.001923 | 0.035018 | 0.039262 | 0.022712 | -0.177755 | 0.052612 | 0.057834 | Male | 33 | Yes | No | Employed | Urban | Doctor | 1,671,948,000 |
30 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 57aee502-10ec-4990-a1ce-e8d9c5682346 | churn | 0.636544 | 1 | churn | 0.04701 | -0.002928 | 0.13093 | 0.120321 | 0.04833 | 0.134388 | 0.170545 | 0.062377 | Female | 80 | Yes | Yes | Employed | Suburban | College | 1,671,948,000 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 1b86f4e1-46df-41d8-bf30-02b67de2fded | no_churn | 0.190507 | 0 | no_churn | -0.265204 | -0.004885 | 0.02357 | -0.042762 | 0.026723 | 0.014867 | -0.006864 | -0.014469 | Male | 79 | No | No | Employed | Suburban | College | 1,671,948,000 |
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | bb255e4c-76c7-40dc-b111-560d7f3a41d9 | churn | 0.399553 | 1 | churn | 0.057217 | -0.001518 | 0.035491 | 0.04371 | 0.039156 | 0.14208 | 0.112565 | 0.055843 | Male | 43 | Yes | Yes | Unemployed | Suburban | College | 1,671,948,000 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | bce75876-06f1-4557-9a53-231262695ef7 | no_churn | 0.880348 | 0 | no_churn | 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 | Female | 40 | No | No | Unemployed | Rural | Master | 1,671,948,000 |
32 | Yes | No | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | a9af0935-d96b-4527-ab4e-ededdff9a325 | no_churn | 0.126788 | 0 | no_churn | -0.032759 | -0.001714 | -0.022422 | 0.018078 | -0.056745 | -0.050252 | -0.080497 | -0.032715 | Male | 62 | Yes | Yes | Medical Leave | Suburban | College | 1,671,948,000 |
46 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 0f090aeb-1ec6-4c1b-803b-5481e0a4a4f7 | churn | 0.380978 | 1 | churn | -0.153139 | -0.003475 | -0.012557 | -0.050918 | 0.009251 | 0.055496 | 0.025964 | 0.050351 | Male | 58 | Yes | No | Unemployed | Suburban | College | 1,671,948,000 |
71 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | <80hrs | Active | fde6528d-105e-4468-9405-ef287e757e8f | churn | 0.040008 | 1 | churn | -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 | Male | 62 | No | No | Retired | Urban | College | 1,671,948,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 01ebeee0-972a-40c3-aab7-caac01657d60 | churn | 0.757427 | 1 | churn | 0.042043 | -0.00701 | -0.115558 | -0.041222 | -0.030965 | 0.095016 | -0.120777 | 0.010368 | Male | 56 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 3fb7646c-7418-46d8-9804-8367a5b86d21 | no_churn | 0.569831 | 0 | no_churn | 0.156586 | -0.002524 | 0.11328 | 0.015258 | 0.064215 | 0.138337 | 0.094062 | 0.018379 | Female | 21 | No | No | Employed | Rural | College | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | dda0bad2-2abd-4f68-a938-eb970e90820d | churn | 0.508319 | 1 | churn | -0.105215 | -0.003144 | 0.023267 | 0.060642 | 0.028563 | 0.072282 | 0.0224 | 0.064234 | Female | 51 | Yes | Yes | Employed | Suburban | College | 1,671,948,000 |
58 | Yes | No | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 3fb10b8d-32ab-4f78-81b0-f0020aab8ab7 | churn | 0.206576 | 0 | no_churn | -0.129696 | -0.002738 | -0.032554 | -0.033562 | -0.000799 | -0.103919 | 0.012784 | 0.044208 | Female | 27 | No | Yes | Medical Leave | Suburban | College | 1,671,948,000 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 625e8f8e-0b4b-4908-96cd-54c5cff47a7e | churn | 0.713435 | 1 | churn | 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 | Male | 59 | No | No | Employed | Suburban | College | 1,671,948,000 |
55 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6caaef4b-7a57-452b-b15f-c2bd9f3892e1 | churn | 0.493839 | 1 | churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Female | 33 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
4 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 29d168ba-5ead-42cc-b904-beb74733424d | churn | 0.788966 | 1 | churn | 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 | Male | 45 | No | No | Unemployed | Rural | Master | 1,671,948,000 |
2 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 811bb31c-c7fd-4d7e-a538-e64132058ed1 | churn | 0.512821 | 1 | churn | 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 | Female | 20 | No | No | Employed | Suburban | Bachelor | 1,671,948,000 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 08ca3773-2147-4e01-82d0-ad50fa597568 | churn | 0.567714 | 1 | churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Male | 40 | No | Yes | Employed | Suburban | High School or Below | 1,671,948,000 |
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