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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | <80hrs | Active | 6047a2bf-4019-4c43-ba3b-a692bc77cf0b | churn | 0.42658 | 1 | churn | -0.046235 | -0.003265 | -0.046887 | 0.076107 | -0.014535 | 0.067711 | -0.084793 | -0.028797 | Female | 51 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
71 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 1e72fccc-7e44-4a6b-8a90-c50fd1f87a16 | no_churn | 0.018382 | 0 | no_churn | -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 | Male | 31 | No | Yes | Employed | Rural | Master | 1,672,207,200 |
70 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | eebe0545-c5dc-4da8-9eb1-bf3e7ecf8bcd | no_churn | 0.105263 | 0 | no_churn | -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 | Female | 46 | No | Yes | Retired | Suburban | Master | 1,672,207,200 |
61 | Yes | No | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | dcf04ef5-fdf6-49db-8d77-dc4cd4ece814 | no_churn | 0.062944 | 0 | no_churn | -0.210913 | -0.004621 | -0.017849 | -0.092556 | 0.002953 | 0.037727 | 0.011211 | 0.025022 | Male | 57 | Yes | No | Employed | Rural | Master | 1,672,207,200 |
58 | Yes | No | Fiber optic | In_Store_Support | One year | 100hrs+ | Active | 3cf85ad9-f829-4663-b01d-3b95920d20c7 | no_churn | 0.313423 | 1 | churn | -0.136324 | -0.00252 | -0.023965 | 0.045567 | -0.011716 | -0.026904 | 0.001673 | 0.047663 | Female | 76 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,207,200 |
70 | Yes | No | Fiber optic | Phone_Support | One year | <50hrs | Active | 1d046d7f-3810-4212-8732-2890bdba7868 | no_churn | 0.185178 | 0 | no_churn | -0.090012 | -0.00259 | -0.003669 | 0.01478 | -0.014808 | -0.11722 | 0.057487 | 0.051674 | Female | 70 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,207,200 |
70 | Yes | Yes | Fiber optic | Phone_Support | One year | <80hrs | Active | 43087324-fcba-4bfd-9007-d290e4d9823d | churn | 0.422948 | 1 | churn | -0.122148 | -0.002068 | 0.008139 | 0.023131 | -0.109415 | -0.132098 | 0.014124 | 0.051309 | Male | 73 | Yes | Yes | Employed | Rural | Bachelor | 1,672,207,200 |
47 | Yes | No | Fiber optic | In_Store_Support | One year | 100hrs+ | Active | c9aafa2d-3681-43c4-aeb7-8955e191f634 | no_churn | 0.279064 | 0 | no_churn | -0.127163 | -0.003619 | -0.034482 | 0.030319 | -0.090762 | -0.088532 | 0.006958 | 0.038255 | Male | 76 | Yes | No | Employed | Suburban | College | 1,672,207,200 |
55 | Yes | No | Fiber optic | Phone_Support | Two year | 0hrs | Disabled | 49f0275e-eb68-4e07-8d48-c8237b74a214 | no_churn | 0.073768 | 0 | no_churn | -0.083873 | -0.003509 | -0.021762 | 0.024597 | -0.027574 | -0.106554 | -0.021853 | -0.028499 | Female | 75 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
40 | Yes | No | Fiber optic | Phone_Support | One year | 0hrs | Disabled | 36e4980b-e7a2-41c8-a90e-4a0161754846 | no_churn | 0.121887 | 0 | no_churn | -0.093009 | -0.007801 | -0.011693 | 0.029993 | -0.01689 | -0.127085 | -0.012076 | -0.020466 | Male | 54 | No | No | Unemployed | Suburban | Bachelor | 1,672,207,200 |
71 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 0hrs | Disabled | 5a1d40b3-91ac-4960-9579-64826e55562a | no_churn | 0.005971 | 0 | no_churn | -0.096577 | -0.002424 | 0.014861 | 0.051391 | -0.007797 | -0.102994 | -0.005342 | -0.009478 | Male | 52 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,207,200 |
29 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 5aaf583b-a48d-48c8-acfd-469d228fac57 | no_churn | 0.431964 | 0 | no_churn | -0.061684 | -0.00402 | -0.042809 | 0.115052 | -0.042702 | 0.071527 | -0.032012 | -0.035348 | Male | 33 | Yes | No | Retired | Suburban | High School or Below | 1,672,207,200 |
23 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 4e650f45-3fb4-4789-89f9-3c8a82e23504 | no_churn | 0.27656 | 0 | no_churn | -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 | Female | 44 | No | No | Unemployed | Rural | Bachelor | 1,672,207,200 |
32 | Yes | Yes | Fiber optic | Phone_Support | One year | 0hrs | Disabled | 50ae39ea-be48-4ca0-ad83-c7005f7497df | no_churn | 0.158699 | 0 | no_churn | 0.245697 | 0.001455 | 0.034942 | 0.193066 | 0.135045 | 0.018032 | 0.023748 | -0.001011 | Male | 72 | No | Yes | Employed | Rural | College | 1,672,207,200 |
52 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | <80hrs | Active | c5ed907f-5c63-463d-8724-7016c5b687b9 | churn | 0.477462 | 1 | churn | -0.094486 | 0.038474 | 0.014412 | -0.103329 | -0.016042 | 0.045004 | 0.067918 | 0.009023 | Female | 66 | No | Yes | Unemployed | Rural | Master | 1,672,207,200 |
68 | Yes | Yes | High Speed | In_Store_Support | One year | <50hrs | Active | 07e48bed-6401-4cf8-925e-ae37bcebd30a | no_churn | 0.178376 | 0 | no_churn | -0.086654 | -0.001339 | 0.033874 | -0.017239 | -0.036597 | -0.053299 | 0.072808 | 0.059421 | Male | 43 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
37 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | <80hrs | Active | b18e69e3-df6f-4cdd-aab3-a577b6c9db26 | no_churn | 0.300246 | 0 | no_churn | -0.121814 | 0.010586 | -0.019557 | -0.049901 | 0.028841 | 0.049221 | 0.014877 | 0.035388 | Female | 20 | Yes | Yes | Employed | Urban | Bachelor | 1,672,207,200 |
67 | Yes | Yes | Low Speed | In_Store_Support | One year | 100hrs+ | Active | a46636b0-0917-4c9a-879d-4dc293a8cb64 | no_churn | 0.070858 | 0 | no_churn | -0.089582 | -0.002138 | 0.023613 | 0.026389 | -0.143299 | -0.121637 | 0.03649 | 0.051138 | Female | 78 | No | No | Unemployed | Suburban | Bachelor | 1,672,207,200 |
11 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | <50hrs | Active | c73c2b8f-7cce-4bf0-ae92-83f5309b2391 | no_churn | 0.308794 | 0 | no_churn | 0.032376 | -0.004318 | -0.075589 | -0.029198 | -0.138899 | 0.075184 | 0.083071 | 0.058346 | Female | 66 | No | Yes | Unemployed | Urban | College | 1,672,207,200 |
49 | No | No phone service | High Speed | In_Store_Support | Two year | <80hrs | Active | 14a6e512-4873-48d8-aaf5-61ecdd2047b1 | no_churn | 0.031586 | 0 | no_churn | -0.048755 | 0.023152 | -0.001667 | -0.022498 | -0.03897 | -0.174713 | 0.043639 | 0.030786 | Female | 22 | No | Yes | Employed | Rural | Bachelor | 1,672,207,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 22c7b6cf-88ac-4c01-9d2d-f86606d3219a | churn | 0.664797 | 1 | churn | 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 | Female | 71 | No | Yes | Employed | Rural | Bachelor | 1,672,207,200 |
15 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 71f99954-fdb0-46a8-b0a0-ce11ac611e66 | churn | 0.323747 | 1 | churn | 0.069512 | -0.002748 | -0.076897 | 0.015003 | 0.117922 | 0.108417 | -0.00857 | 0.033731 | Female | 29 | No | No | Medical Leave | Suburban | High School or Below | 1,672,207,200 |
70 | Yes | Yes | High Speed | In_Store_Support | Two year | <80hrs | Active | 1c0db7ef-afa9-4f6d-b3e0-ff19dccfe15d | no_churn | 0.009668 | 0 | no_churn | -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 | Male | 75 | No | Yes | Employed | Urban | Bachelor | 1,672,207,200 |
13 | Yes | No | Medium Speed | Phone_Support | One year | 100hrs+ | Active | 4a0be34c-57ea-492c-8724-1e6d4525ed95 | churn | 0.235132 | 0 | no_churn | -0.003066 | -0.003942 | 0.019707 | -0.003626 | 0.062672 | -0.138715 | 0.105049 | 0.102894 | Male | 77 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,207,200 |
66 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 665257dc-df8c-4155-9214-a9c052c5227a | no_churn | 0.026933 | 0 | no_churn | -0.021636 | -0.001191 | 0.017111 | -0.007899 | -0.079903 | -0.146561 | -0.017934 | -0.011013 | Female | 43 | No | Yes | Employed | Suburban | College | 1,672,207,200 |
22 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | <50hrs | Active | 30bd60be-19d0-4f17-b9d1-9447ceaafe86 | churn | 0.376696 | 1 | churn | 0.000818 | 0.035307 | 0.008876 | -0.008085 | -0.039606 | 0.079612 | -0.039004 | 0.003056 | Female | 21 | No | No | Employed | Suburban | High School or Below | 1,672,207,200 |
9 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Active | 14c9bb54-76b4-492e-87d3-faf047d2c6c4 | churn | 0.20097 | 1 | churn | 0.046516 | -0.003222 | -0.059524 | -0.019067 | 0.015876 | 0.095204 | 0.11361 | 0.061581 | Female | 47 | Yes | No | Unemployed | Urban | College | 1,672,207,200 |
53 | Yes | No | Medium Speed | In_Store_Support | One year | <80hrs | Active | 79e9adcc-67ff-410a-a85f-15016d22bf08 | no_churn | 0.146581 | 0 | no_churn | -0.029016 | -0.006024 | 0.014379 | 0.014984 | -0.047996 | -0.010991 | 0.093168 | 0.052471 | Female | 78 | No | No | Employed | Urban | College | 1,672,207,200 |
1 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f06332bf-5e48-4217-a0d3-b7abf393ab6d | churn | 0.523441 | 1 | churn | 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 | Male | 24 | Yes | No | Employed | Suburban | College | 1,672,207,200 |
10 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | d3179135-a0fc-42ad-95b3-9de98d99d6b6 | no_churn | 0.078712 | 0 | no_churn | -0.015325 | -0.006046 | -0.021907 | -0.040875 | -0.024522 | -0.107217 | -0.023438 | -0.029696 | Male | 52 | Yes | No | Unemployed | Suburban | Master | 1,672,207,200 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 024e0a1d-a7a9-4c97-a2e0-b7ec9ceed850 | churn | 0.634098 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 62 | Yes | No | Employed | Suburban | Doctor | 1,672,207,200 |
10 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 291d8869-6efe-41f6-a08f-0aa7e720643a | churn | 0.246299 | 1 | churn | -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 | Female | 75 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,207,200 |
55 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 98f72474-d247-4234-b22a-f1eb56bcb900 | no_churn | 0.031937 | 0 | no_churn | -0.020759 | -0.003163 | -0.00984 | 0.00046 | 0.002109 | -0.118273 | -0.025137 | -0.050089 | Male | 65 | No | Yes | Employed | Rural | Master | 1,672,207,200 |
65 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 9611516e-9bd0-45d1-9dc7-7194299730a1 | no_churn | 0.006036 | 0 | no_churn | -0.040156 | -0.002329 | -0.00594 | -0.019792 | -0.011382 | -0.143063 | -0.013289 | -0.033076 | Female | 62 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
7 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 1f27481a-5e05-4e05-97de-16c1b04ff672 | churn | 0.161767 | 1 | churn | 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 | Female | 56 | No | No | Employed | Urban | Bachelor | 1,672,207,200 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 948e5dfa-475e-47c9-8722-0737e8cc3ee7 | no_churn | 0.377361 | 0 | no_churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Male | 38 | Yes | Yes | Employed | Urban | Bachelor | 1,672,207,200 |
2 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4583b942-a734-42be-a0b3-b5f4bd83aa9b | no_churn | 0.177279 | 0 | no_churn | 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 | Male | 51 | Yes | No | Retired | Rural | College | 1,672,207,200 |
42 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | f60af2ae-e80a-4035-ba88-95cb9952ba1d | no_churn | 0.020312 | 0 | no_churn | -0.011701 | -0.00394 | 0.009863 | -0.024807 | 0.019744 | -0.190122 | -0.026881 | -0.031182 | Male | 50 | No | No | Employed | Suburban | College | 1,672,207,200 |
24 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 228b665b-871e-4a94-8442-0ccdb2560cdf | no_churn | 0.02671 | 0 | no_churn | -0.068374 | -0.008071 | -0.023567 | -0.021693 | 0.003728 | -0.076766 | -0.036829 | -0.037453 | Female | 59 | No | No | Employed | Suburban | College | 1,672,207,200 |
0 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | a504a505-2f10-45b3-8297-283bf1b86ba8 | no_churn | 0.015783 | 0 | no_churn | 0.075167 | -0.005496 | 0.004562 | -0.049075 | 0.015306 | -0.212548 | -0.033066 | -0.03597 | Female | 40 | No | Yes | Employed | Suburban | High School or Below | 1,672,207,200 |
15 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 784e4699-46de-427c-8c94-e9639274a952 | no_churn | 0.149254 | 0 | no_churn | 0.005461 | -0.014441 | -0.091413 | -0.02923 | -0.116748 | 0.056074 | -0.017182 | -0.04238 | Male | 26 | Yes | No | Employed | Urban | College | 1,672,207,200 |
54 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | a63d69f4-de4b-4696-b4df-acd315957544 | no_churn | 0.01137 | 0 | no_churn | -0.067561 | -0.003812 | -0.017649 | -0.02337 | -0.027537 | -0.09496 | -0.016188 | -0.017948 | Female | 60 | No | Yes | Employed | Rural | High School or Below | 1,672,207,200 |
25 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 59087720-db20-49ea-a1d0-7a6145f7cb80 | no_churn | 0.031871 | 0 | no_churn | -0.05265 | -0.011653 | -0.044723 | -0.088565 | 0.008013 | 0.040448 | -0.054341 | -0.065556 | Male | 74 | No | No | Unemployed | Suburban | Bachelor | 1,672,207,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 3eab0b0b-0047-4aa9-b761-38cd355e3f41 | churn | 0.404079 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 49 | Yes | No | Employed | Suburban | High School or Below | 1,672,207,200 |
35 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | bf81fe6d-23cd-486b-800e-76dd0be99608 | no_churn | 0.011026 | 0 | no_churn | -0.051132 | -0.00374 | 0.005224 | -0.03565 | -0.033856 | -0.115555 | -0.014527 | -0.01979 | Male | 33 | No | No | Unemployed | Urban | High School or Below | 1,672,207,200 |
18 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a7820a05-f5e2-4ebe-8a07-e01163f5acb7 | no_churn | 0.228715 | 0 | no_churn | 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 | Male | 35 | No | No | Employed | Suburban | Bachelor | 1,672,207,200 |
47 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7a679f09-bac3-4f13-bf44-b1dcd5745b3e | no_churn | 0.082648 | 0 | no_churn | -0.084902 | -0.015284 | 0.008242 | -0.077616 | -0.040806 | 0.037651 | -0.023087 | -0.039892 | Male | 57 | No | No | Employed | Suburban | Bachelor | 1,672,207,200 |
46 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 578f5237-8e44-40b4-828f-43eff61f37f2 | no_churn | 0.010293 | 0 | no_churn | -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 | Female | 77 | No | No | Employed | Suburban | High School or Below | 1,672,207,200 |
54 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | fc542ea2-aec7-434e-a46f-dfbe4133a730 | no_churn | 0.245666 | 0 | no_churn | -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 | Male | 22 | No | Yes | Employed | Suburban | Doctor | 1,672,207,200 |
56 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 416f0caf-8e48-4df9-9db1-51a72484497f | no_churn | 0.052021 | 0 | no_churn | -0.022684 | -0.00353 | 0.002823 | -0.007852 | -0.105669 | -0.09098 | -0.020788 | -0.020347 | Male | 68 | Yes | No | Unemployed | Urban | Bachelor | 1,672,207,200 |
27 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 819f4348-3520-41a1-b2a0-4815ab7e9783 | no_churn | 0.059392 | 0 | no_churn | -0.068785 | -0.002964 | -0.005239 | -0.025311 | 0.01702 | -0.069282 | -0.041452 | -0.063013 | Male | 46 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
1 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 0fb277be-d2d0-426b-aabd-8e3320e28b4b | no_churn | 0.570836 | 0 | no_churn | 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 | Female | 62 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
2 | Yes | Yes | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 095a8a2c-4f36-45c2-b4f1-bd0c0866746f | churn | 0.723101 | 1 | churn | 0.188002 | -0.00563 | 0.036776 | -0.048192 | -0.000087 | 0.107963 | -0.031529 | -0.047151 | Female | 55 | Yes | No | Employed | Suburban | High School or Below | 1,672,207,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 4a273186-e186-4beb-b9de-b07616c61c27 | churn | 0.342279 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 44 | No | No | Employed | Suburban | College | 1,672,207,200 |
40 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | 24172aab-81af-451b-a955-555ede5f9530 | churn | 0.166536 | 1 | churn | 0.025092 | 0.112799 | 0.039548 | 0.018085 | 0.018017 | -0.171779 | 0.005851 | -0.006641 | Female | 30 | Yes | No | Medical Leave | Suburban | High School or Below | 1,672,207,200 |
6 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | aae200ab-0ce1-42d5-8b31-f1eb6f0f4212 | no_churn | 0.103797 | 0 | no_churn | 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 | Male | 69 | No | Yes | Unemployed | Suburban | College | 1,672,207,200 |
49 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 29fc7719-0970-4064-b792-ed84a85c2b99 | no_churn | 0.007467 | 0 | no_churn | -0.051065 | -0.004848 | -0.023345 | -0.017386 | 0.014031 | -0.110216 | -0.024116 | -0.052081 | Female | 34 | No | No | Unemployed | Suburban | College | 1,672,207,200 |
12 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 412698d7-bdfa-49d9-89bd-c1d1891815d5 | no_churn | 0.074365 | 0 | no_churn | 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 | Female | 25 | Yes | Yes | Unemployed | Rural | Bachelor | 1,672,207,200 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | cd664bd1-d4cf-429a-8acb-30ee53efce7c | no_churn | 0.132606 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Female | 71 | No | No | Employed | Urban | High School or Below | 1,672,207,200 |
18 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a9b321a0-3ae9-4c5e-8621-5d5b6368c01f | no_churn | 0.166021 | 0 | no_churn | 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 | Male | 68 | Yes | Yes | Retired | Suburban | High School or Below | 1,672,207,200 |
14 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | bf6548ca-b005-4bf6-92eb-c513d35708ea | no_churn | 0.015647 | 0 | no_churn | -0.03169 | -0.004937 | -0.012133 | -0.051209 | -0.029617 | -0.100055 | -0.01751 | -0.021876 | Female | 55 | No | No | Unemployed | Rural | High School or Below | 1,672,207,200 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | bcd9b7f2-6bba-4479-9ac4-d7f6799609d2 | churn | 0.5278 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 64 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,207,200 |
12 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 5a3cde01-24d5-4b1c-94b9-3fd9ffca3a54 | no_churn | 0.034963 | 0 | no_churn | 0.134032 | 0.001856 | 0.014452 | 0.027186 | 0.058943 | 0.00336 | -0.004226 | -0.012834 | Female | 64 | Yes | No | Employed | Suburban | Bachelor | 1,672,207,200 |
41 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | e5f8f379-8630-43dc-9304-3de259cf42b3 | no_churn | 0.009075 | 0 | no_churn | -0.036411 | -0.004287 | -0.011275 | -0.0509 | -0.028496 | -0.10619 | -0.012929 | -0.018538 | Female | 76 | Yes | No | Unemployed | Suburban | Master | 1,672,207,200 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a850c705-5dbf-46f5-b80c-53f65e921e16 | churn | 0.314494 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Female | 43 | No | Yes | Employed | Urban | Bachelor | 1,672,207,200 |
17 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 3d36cbb4-d332-4c1c-8458-74c1fb3e5229 | no_churn | 0.030547 | 0 | no_churn | 0.042999 | -0.005021 | -0.043885 | -0.022749 | -0.001184 | -0.175128 | -0.035565 | -0.028494 | Female | 76 | No | No | Unemployed | Suburban | High School or Below | 1,672,207,200 |
2 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a5bf395c-234e-4fad-be72-c7aba0b283dc | no_churn | 0.461326 | 0 | no_churn | 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 | Male | 52 | No | Yes | Unemployed | Urban | Bachelor | 1,672,207,200 |
7 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 60f1f5f7-2309-449b-8669-5b33cd5ce3b5 | no_churn | 0.091919 | 0 | no_churn | -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 | Male | 66 | Yes | Yes | Unemployed | Rural | Bachelor | 1,672,207,200 |
41 | Yes | Yes | High Speed | In_Store_Support | One year | 0hrs | Disabled | 8eef2d67-aae5-4f73-935b-c410eb245a8b | no_churn | 0.093635 | 0 | no_churn | -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 | Male | 20 | No | Yes | Employed | Suburban | High School or Below | 1,672,207,200 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 215ef78b-062c-4acd-9f54-ad1e261b51d1 | no_churn | 0.413514 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 22 | Yes | No | Unemployed | Suburban | College | 1,672,207,200 |
4 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 510f1bab-f9e9-48fe-80ab-1258b6554849 | no_churn | 0.513162 | 0 | no_churn | 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 | Female | 72 | Yes | Yes | Employed | Urban | Master | 1,672,207,200 |
11 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 10194456-514f-4b21-9963-5edea0c254ca | no_churn | 0.107069 | 0 | no_churn | -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 | Male | 38 | No | No | Employed | Suburban | High School or Below | 1,672,207,200 |
37 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | e39909ee-73aa-4879-b2dd-71c3c7f0862b | no_churn | 0.008339 | 0 | no_churn | -0.046877 | -0.00554 | 0.014084 | -0.022483 | 0.01598 | -0.167386 | -0.021216 | -0.030134 | Female | 40 | No | No | Unemployed | Suburban | Bachelor | 1,672,207,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 81f8ac83-ad08-48d1-822d-67599c5f5f2d | churn | 0.383986 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 25 | No | No | Unemployed | Suburban | High School or Below | 1,672,207,200 |
14 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 796d0f5a-3576-41e6-8074-d52f08dbb193 | churn | 0.192102 | 1 | churn | -0.064122 | -0.008919 | -0.04942 | -0.065173 | 0.013542 | 0.051784 | -0.060829 | -0.073389 | Male | 66 | No | No | Employed | Suburban | Doctor | 1,672,207,200 |
19 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 62aabf58-5914-4f15-a36c-425df0cc65ea | no_churn | 0.211453 | 0 | no_churn | -0.034546 | -0.013416 | 0.012813 | -0.086038 | 0.030836 | 0.054188 | -0.054115 | -0.078749 | Male | 49 | No | Yes | Unemployed | Urban | Bachelor | 1,672,207,200 |
24 | Yes | Yes | Low Speed | In_Store_Support | One year | 0hrs | Disabled | ce284d11-477f-46af-8a65-3e45cb5794d3 | no_churn | 0.035143 | 0 | no_churn | -0.066931 | -0.006972 | 0.005301 | -0.051558 | -0.034326 | -0.069589 | -0.020068 | -0.024884 | Female | 74 | No | No | Employed | Suburban | High School or Below | 1,672,207,200 |
8 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 23b586df-8b9c-4bd3-b946-d805f8afcd03 | churn | 0.073467 | 0 | no_churn | -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 | Female | 66 | No | No | Employed | Suburban | High School or Below | 1,672,207,200 |
15 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e4989ddf-9fde-4f4e-a206-05819828b0e5 | churn | 0.157854 | 1 | churn | 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 | Female | 42 | No | Yes | Employed | Suburban | College | 1,672,207,200 |
8 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 821c91d1-0453-40c8-b1f5-f6bea90267c1 | no_churn | 0.218927 | 0 | no_churn | 0.039831 | -0.013864 | 0.031138 | -0.021994 | -0.007479 | 0.055944 | -0.046644 | -0.039957 | Male | 25 | Yes | No | Employed | Suburban | Master | 1,672,207,200 |
20 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d430f3b9-36c9-490c-9bec-252caeb2ef3f | no_churn | 0.1074 | 0 | no_churn | -0.094318 | -0.01844 | -0.021612 | -0.056113 | -0.04254 | 0.038285 | -0.033626 | -0.030662 | Female | 55 | No | Yes | Employed | Suburban | College | 1,672,207,200 |
71 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 775d1fe1-5ff3-458f-b2ca-ef6bdd3d0425 | no_churn | 0.003328 | 0 | no_churn | -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 | Female | 79 | No | No | Retired | Suburban | High School or Below | 1,672,207,200 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 486f25b8-d685-467a-b44e-ee5fefdf436c | no_churn | 0.292214 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 50 | Yes | No | Disabled | Suburban | Bachelor | 1,672,207,200 |
2 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1cbb22eb-e8c6-464c-a9c5-96b6c4110bec | churn | 0.587155 | 1 | churn | 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 | Female | 24 | No | No | Employed | Rural | High School or Below | 1,672,207,200 |
71 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | b4504315-dc82-4c56-be22-eb8a27fbc6c8 | no_churn | 0.031237 | 0 | no_churn | -0.092776 | -0.004034 | 0.006538 | -0.007449 | 0.007613 | -0.120908 | -0.016878 | -0.041132 | Male | 58 | Yes | Yes | Employed | Urban | College | 1,672,207,200 |
3 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 17658b12-498f-496a-a1dd-b6e48563a673 | no_churn | 0.745826 | 0 | no_churn | 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 | Male | 30 | No | Yes | Employed | Suburban | Bachelor | 1,672,207,200 |
40 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 312ee58d-fff2-4f3c-a756-191fb95e8c12 | churn | 0.122816 | 1 | churn | -0.095225 | -0.012686 | -0.033174 | -0.070608 | 0.004604 | 0.04268 | -0.033507 | -0.03911 | Female | 78 | No | No | Unemployed | Rural | College | 1,672,207,200 |
25 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | cd5845a2-b602-4e98-9a2d-0982953268f9 | no_churn | 0.010329 | 0 | no_churn | -0.00976 | -0.004987 | -0.034064 | -0.030276 | -0.001885 | -0.113655 | -0.032792 | -0.041608 | Female | 79 | No | Yes | Medical Leave | Suburban | College | 1,672,207,200 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ae4aaad7-e016-44ab-87a2-81b02aa02eab | churn | 0.664568 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 64 | No | Yes | Employed | Urban | Master | 1,672,207,200 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | cd44e9ad-3237-415d-8822-8e1e26ed2533 | no_churn | 0.299386 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 21 | No | No | Employed | Suburban | Bachelor | 1,672,207,200 |
20 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0895704b-fdfc-4832-93b4-fdf18b3815ae | no_churn | 0.068274 | 0 | no_churn | -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 | Male | 23 | No | Yes | Disabled | Suburban | Bachelor | 1,672,207,200 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9129a1fd-7eff-49d3-ae12-35594ce5961a | churn | 0.523844 | 1 | churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Male | 65 | Yes | No | Employed | Suburban | High School or Below | 1,672,207,200 |
22 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1dc73ccf-3ba7-46d8-bdd3-4e983a813435 | no_churn | 0.071153 | 0 | no_churn | -0.044529 | -0.008502 | -0.02955 | -0.035377 | -0.050242 | 0.050337 | -0.037508 | -0.069905 | Female | 49 | Yes | No | Unemployed | Suburban | College | 1,672,207,200 |
4 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f5b148cc-b504-43aa-8efc-7dc8bb333f6d | no_churn | 0.180295 | 0 | no_churn | 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 | Female | 48 | Yes | No | Employed | Urban | College | 1,672,207,200 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b65acbf8-18ff-4ba0-8c46-8b314100ac48 | no_churn | 0.561612 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 23 | No | Yes | Unemployed | Suburban | College | 1,672,207,200 |
38 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 6525c6bf-0a3a-4e78-aa93-d82a642d47c1 | no_churn | 0.008693 | 0 | no_churn | -0.019178 | -0.003711 | 0.001998 | -0.070588 | 0.014074 | -0.125871 | -0.025045 | -0.040705 | Female | 30 | Yes | No | Employed | Urban | Bachelor | 1,672,207,200 |
47 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 9de551c4-ab27-42fc-8dad-0c918a833724 | no_churn | 0.007359 | 0 | no_churn | -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 | Female | 33 | No | No | Unemployed | Suburban | College | 1,672,207,200 |
42 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ca8f7de0-3862-4ee3-b028-d91a7b7b995c | no_churn | 0.263202 | 0 | no_churn | -0.040067 | -0.005499 | 0.005298 | -0.12244 | 0.018898 | 0.060982 | -0.045836 | -0.065363 | Female | 22 | No | No | Disabled | Urban | College | 1,672,207,200 |
26 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | 88d1505f-afef-40ae-943c-17c5d090be78 | no_churn | 0.02941 | 0 | no_churn | -0.078408 | -0.00288 | -0.005932 | -0.020801 | 0.015969 | -0.063959 | -0.038827 | -0.064187 | Female | 36 | Yes | No | Employed | Suburban | Bachelor | 1,672,207,200 |
65 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 497fd21e-110d-4d91-b16a-9f6af0653f95 | no_churn | 0.004235 | 0 | no_churn | -0.058348 | -0.002922 | 0.008997 | -0.01582 | 0.007424 | -0.167728 | -0.019657 | -0.020972 | Male | 39 | No | Yes | Employed | Urban | High School or Below | 1,672,207,200 |
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