Tenure
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stringclasses 4
values | SupportEligibility
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stringclasses 4
values | PremiumHDStreaming
stringclasses 2
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stringlengths 36
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float64 0
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values | shap/Tenure
float64 -0.3
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float64 -0.11
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float64 -0.15
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float64 -0.22
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float64 -0.22
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float64 -0.28
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int64 1.67B
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|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Yes | Yes | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 300b8f15-a70b-4bd4-b495-3a8d78c526a4 | no_churn | 0.714761 | 1 | churn | 0.284981 | -0.006176 | 0.098003 | 0.032313 | 0.042957 | 0.160941 | 0.030417 | -0.017462 | Female | 23 | No | Yes | Disabled | Suburban | Master | 1,670,824,800 |
24 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 039b0ce5-4abc-4925-9f2b-343f84ab8338 | no_churn | 0.01502 | 0 | no_churn | -0.113271 | -0.008186 | -0.043637 | -0.075571 | -0.002964 | 0.03071 | -0.024204 | -0.021902 | Male | 68 | No | Yes | Retired | Suburban | College | 1,670,824,800 |
15 | Yes | Yes | High Speed | Expired | Two year | <80hrs | Disabled | f930218d-8a4f-4bce-9873-2667384addda | no_churn | 0.017551 | 0 | no_churn | 0.027434 | -0.00408 | 0.024733 | -0.03719 | -0.036372 | -0.188245 | -0.000556 | -0.013749 | Female | 46 | No | No | Unemployed | Suburban | College | 1,670,824,800 |
58 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | a0c8408e-d73e-4eba-9533-eef293054348 | no_churn | 0.059027 | 0 | no_churn | -0.111979 | -0.012881 | -0.02854 | -0.029375 | -0.051298 | 0.027443 | 0.018146 | -0.020543 | Female | 35 | No | No | Employed | Urban | Bachelor | 1,670,824,800 |
56 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | d76e0869-559c-40ec-8ed8-42b09b97d0d7 | no_churn | 0.010555 | 0 | no_churn | -0.068954 | -0.010752 | 0.001944 | 0.00031 | -0.12824 | 0.029764 | 0.048308 | -0.031407 | Male | 73 | No | No | Employed | Suburban | College | 1,670,824,800 |
64 | Yes | No | Low Speed | In_Store_Support | One year | 100hrs+ | Disabled | b3223032-7c03-4453-bbd2-9e11a3657675 | no_churn | 0.01776 | 0 | no_churn | -0.083351 | -0.00479 | -0.017628 | -0.01713 | -0.022065 | -0.100532 | 0.014171 | -0.017701 | Female | 23 | No | No | Unemployed | Suburban | Bachelor | 1,670,824,800 |
11 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | b25630d6-5433-4e56-8b76-39038693a1e8 | no_churn | 0.147692 | 0 | no_churn | 0.029286 | -0.012667 | -0.025482 | -0.095286 | -0.06354 | 0.050861 | -0.013959 | -0.007182 | Female | 78 | No | Yes | Employed | Rural | Bachelor | 1,670,824,800 |
6 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 9125b582-eec1-43d4-848b-c7549394e965 | no_churn | 0.103797 | 0 | no_churn | 0.107391 | -0.001759 | -0.01152 | -0.057093 | 0.011798 | 0.068729 | 0.034464 | -0.012835 | Male | 25 | Yes | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
17 | Yes | No | Medium Speed | Phone_Support | One year | 100hrs+ | Disabled | 4d351b0a-c68b-4e6d-9c49-a9dc06435dd2 | no_churn | 0.038392 | 0 | no_churn | -0.009277 | -0.003748 | -0.016682 | -0.012419 | 0.032516 | -0.114622 | 0.068932 | -0.043727 | Male | 56 | No | Yes | Employed | Suburban | College | 1,670,824,800 |
18 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 6503fae5-cd92-4062-a2a6-146a4336b109 | no_churn | 0.01312 | 0 | no_churn | 0.035146 | -0.008366 | -0.008274 | 0.017647 | -0.028759 | 0.068695 | 0.101559 | -0.056674 | Female | 41 | Yes | No | Employed | Suburban | College | 1,670,824,800 |
62 | Yes | No | Low Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | f9486d6a-a08e-4740-abf3-9b2c6bd1c4a4 | no_churn | 0.007525 | 0 | no_churn | -0.072479 | -0.007255 | 0.006067 | -0.012399 | -0.009924 | 0.062309 | 0.008458 | -0.013804 | Male | 79 | Yes | Yes | Employed | Rural | Bachelor | 1,670,824,800 |
10 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 9e005e74-d20a-4c96-a3e7-4ebbefc206e5 | no_churn | 0.125389 | 0 | no_churn | 0.02409 | -0.014305 | -0.052216 | -0.063033 | -0.031968 | 0.044817 | 0.044701 | -0.033624 | Female | 34 | Yes | No | Disabled | Suburban | College | 1,670,824,800 |
24 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 51a401f2-0dd7-4bc6-8572-338c8acc40b5 | no_churn | 0.061159 | 0 | no_churn | -0.060771 | -0.010771 | -0.08792 | -0.032547 | 0.011907 | 0.053505 | -0.004034 | -0.015228 | Male | 65 | No | No | Unemployed | Suburban | Master | 1,670,824,800 |
37 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | e0a4ddb1-ded6-444d-b669-19633dbf2a26 | no_churn | 0.032067 | 0 | no_churn | 0.028048 | -0.010579 | 0.009371 | -0.020355 | 0.085952 | 0.083206 | -0.024587 | 0.019917 | Female | 22 | Yes | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
9 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 1840de38-32e9-4406-ae85-72af45694c61 | no_churn | 0.073467 | 0 | no_churn | 0.022606 | -0.017071 | -0.065755 | -0.164609 | -0.019969 | 0.053483 | 0.038652 | -0.036364 | Male | 60 | No | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
29 | Yes | No | High Speed | Expired | One year | <80hrs | Disabled | 4dbf03c4-17e3-427b-a9e8-9a815b1b9fa6 | no_churn | 0.01663 | 0 | no_churn | -0.096499 | -0.004331 | -0.020671 | -0.050441 | -0.021034 | -0.06614 | 0.009259 | -0.01917 | Male | 37 | No | Yes | Employed | Rural | Bachelor | 1,670,824,800 |
24 | Yes | No | Low Speed | In_Store_Support | One year | <80hrs | Disabled | a5cf2ea0-c4b9-4daf-8397-d8e340846b24 | no_churn | 0.015156 | 0 | no_churn | -0.078157 | -0.008945 | -0.019543 | -0.019879 | -0.032818 | -0.072648 | 0.02756 | -0.024596 | Female | 69 | Yes | Yes | Employed | Suburban | Bachelor | 1,670,824,800 |
24 | Yes | Yes | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 2b16a7ea-f274-428f-b87b-38ca171918a3 | no_churn | 0.008172 | 0 | no_churn | -0.084718 | -0.006402 | -0.004058 | -0.033114 | -0.033146 | 0.064363 | 0.050644 | -0.042596 | Female | 20 | Yes | Yes | Employed | Suburban | Bachelor | 1,670,824,800 |
25 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 8f524f97-b8ba-4e5f-81a2-00bcd73502e1 | no_churn | 0.026205 | 0 | no_churn | -0.082474 | -0.012752 | -0.071368 | -0.06787 | -0.03006 | 0.005937 | 0.009231 | -0.01967 | Female | 64 | No | No | Retired | Suburban | High School or Below | 1,670,824,800 |
11 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 391bde6a-b9ea-4001-8ed6-45a35217b9ae | no_churn | 0.207364 | 1 | churn | 0.029286 | -0.012667 | -0.025482 | -0.095286 | -0.06354 | 0.050861 | -0.013959 | -0.007182 | Male | 50 | No | No | Employed | Rural | High School or Below | 1,670,824,800 |
72 | Yes | Yes | High Speed | Expired | Two year | <80hrs | Disabled | f661102c-2034-41d4-b649-dacc5c01fa3d | no_churn | 0.001763 | 0 | no_churn | -0.097103 | -0.007192 | 0.002973 | -0.023799 | -0.024479 | -0.11748 | 0.012262 | -0.014208 | Female | 30 | No | No | Retired | Suburban | Bachelor | 1,670,824,800 |
4 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 98fe6dca-2756-4832-8025-4729e8ca951b | no_churn | 0.168585 | 0 | no_churn | 0.112921 | -0.008028 | -0.059569 | -0.087406 | -0.028945 | 0.064951 | -0.03045 | -0.017897 | Female | 28 | Yes | No | Unemployed | Suburban | Bachelor | 1,670,824,800 |
30 | Yes | Yes | High Speed | Phone_Support | Two year | <80hrs | Disabled | 98257fc7-93a9-4af4-8220-a82f9e1568b4 | no_churn | 0.00939 | 0 | no_churn | -0.016496 | -0.003702 | 0.016227 | -0.024534 | 0.051137 | -0.104294 | 0.044789 | -0.032041 | Female | 21 | No | Yes | Employed | Suburban | Master | 1,670,824,800 |
72 | Yes | Yes | High Speed | Expired | Month-to-month | 0hrs | Disabled | dc8be239-3b64-4140-bbe5-2d72b2c27d46 | no_churn | 0.001981 | 0 | no_churn | -0.134819 | -0.017149 | 0.00083 | -0.03344 | -0.031508 | 0.03947 | -0.014805 | -0.035938 | Male | 71 | No | No | Employed | Urban | College | 1,670,824,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 90d95d35-8649-41fe-871b-760d052ca70e | churn | 0.577903 | 0 | no_churn | 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 | Female | 73 | No | No | Medical Leave | Suburban | Master | 1,670,824,800 |
3 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | c736c486-ba8e-4ce4-b3db-75052b6228dd | no_churn | 0.507173 | 0 | no_churn | 0.122123 | -0.009795 | 0.024158 | -0.094825 | -0.044316 | 0.090956 | 0.096968 | -0.050962 | Female | 49 | Yes | Yes | Unemployed | Rural | High School or Below | 1,670,824,800 |
2 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Disabled | d2ea2c33-cb39-40e7-b743-fe4bd7e897f2 | no_churn | 0.115046 | 1 | churn | 0.142337 | -0.00693 | -0.031788 | -0.076019 | 0.018235 | 0.096927 | 0.072761 | -0.059144 | Male | 37 | Yes | No | Employed | Rural | High School or Below | 1,670,824,800 |
8 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 1caa545f-802a-49f9-be10-32c8ddea33eb | no_churn | 0.345487 | 0 | no_churn | 0.024812 | -0.017217 | -0.021723 | -0.110033 | -0.024079 | 0.0517 | -0.015855 | -0.018274 | Female | 57 | No | Yes | Unemployed | Suburban | College | 1,670,824,800 |
72 | Yes | Yes | High Speed | Expired | Two year | 100hrs+ | Disabled | 42aec991-6331-460b-8177-27e426a0bfad | no_churn | 0.002164 | 0 | no_churn | -0.096888 | -0.004858 | 0.004773 | -0.027838 | -0.014716 | -0.134363 | 0.02163 | -0.016767 | Male | 53 | No | Yes | Unemployed | Rural | College | 1,670,824,800 |
20 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | f5e2c320-8f76-4a97-a3e9-369c24eb96cf | no_churn | 0.421441 | 1 | churn | -0.161462 | 0.00682 | -0.010699 | -0.065589 | -0.064331 | 0.052279 | 0.001139 | -0.027183 | Male | 58 | No | No | Medical Leave | Suburban | College | 1,670,824,800 |
59 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Disabled | 29392164-fba6-4702-808b-282e2d6b9d1f | no_churn | 0.007659 | 0 | no_churn | -0.05639 | -0.015023 | 0.039405 | 0.010987 | -0.010999 | 0.070834 | 0.069506 | -0.042347 | Male | 55 | No | Yes | Employed | Rural | High School or Below | 1,670,824,800 |
57 | Yes | No | Low Speed | Phone_Support | One year | <80hrs | Disabled | c5c24541-7bd5-47d7-8280-5bdf5f7278b4 | no_churn | 0.03911 | 0 | no_churn | -0.010794 | -0.004657 | -0.017705 | -0.00057 | 0.052837 | -0.091487 | 0.078116 | -0.049767 | Male | 70 | Yes | No | Unemployed | Suburban | College | 1,670,824,800 |
3 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | bf9efaa7-cf51-4771-9c28-c3dc62b1a30e | no_churn | 0.222642 | 1 | churn | 0.124996 | -0.007543 | -0.046483 | -0.029701 | -0.033623 | 0.082641 | 0.045263 | -0.043736 | Female | 30 | No | No | Medical Leave | Rural | High School or Below | 1,670,824,800 |
28 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 63a23556-b45f-42b9-bfd5-d17aeac30396 | no_churn | 0.014671 | 0 | no_churn | -0.100879 | -0.015262 | -0.027875 | -0.04963 | -0.07566 | 0.035155 | 0.021279 | -0.026154 | Female | 61 | No | No | Disabled | Rural | High School or Below | 1,670,824,800 |
45 | Yes | Yes | High Speed | Expired | Month-to-month | 0hrs | Disabled | 0ffa6c1a-3467-4a9e-aba8-8a76890b140f | no_churn | 0.009062 | 0 | no_churn | -0.144471 | -0.007559 | 0.016254 | -0.04576 | -0.069194 | 0.03474 | -0.034021 | -0.019016 | Female | 66 | No | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
69 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 8ea639a5-fe3c-4d64-acab-9205d34b4fe7 | no_churn | 0.012042 | 0 | no_churn | -0.095213 | -0.007709 | -0.069167 | -0.023517 | -0.049778 | 0.034847 | 0.037211 | -0.035701 | Male | 71 | No | No | Employed | Suburban | High School or Below | 1,670,824,800 |
6 | Yes | Yes | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | b09b8cb2-9804-4255-b84b-9a29a7e295a2 | no_churn | 0.386986 | 0 | no_churn | 0.028228 | -0.003586 | -0.048166 | -0.089941 | -0.060948 | 0.071634 | 0.049125 | -0.039371 | Male | 71 | Yes | No | Disabled | Rural | College | 1,670,824,800 |
3 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | f0d61b02-6a8e-48ef-9606-36a4bf4ec068 | no_churn | 0.545418 | 0 | no_churn | 0.08657 | -0.01326 | -0.069369 | -0.089676 | -0.068191 | 0.05521 | -0.027576 | -0.017556 | Male | 26 | No | No | Employed | Suburban | High School or Below | 1,670,824,800 |
1 | Yes | No | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | 80a11ae4-ba3a-46d3-9d96-d5e2af6f6a31 | no_churn | 0.288461 | 0 | no_churn | 0.244116 | -0.00648 | -0.043291 | -0.066378 | -0.007533 | 0.110156 | 0.071517 | -0.015839 | Female | 60 | No | No | Employed | Urban | Bachelor | 1,670,824,800 |
6 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | abb83e10-5086-4491-89f6-c0ee8a14cd9e | no_churn | 0.160563 | 0 | no_churn | -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 | Male | 20 | Yes | No | Disabled | Suburban | High School or Below | 1,670,824,800 |
62 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | a8a92ff0-da82-4d25-943b-b7b3db505c3a | no_churn | 0.003615 | 0 | no_churn | -0.159522 | -0.016691 | 0.005304 | -0.043863 | -0.047789 | 0.035971 | 0.023552 | -0.020989 | Male | 23 | No | Yes | Disabled | Suburban | Bachelor | 1,670,824,800 |
59 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 883a8e2f-4d0e-4051-829b-2eb9596a42aa | no_churn | 0.046512 | 0 | no_churn | -0.054608 | -0.003362 | 0.012275 | -0.005589 | 0.013928 | -0.176321 | -0.031703 | -0.023646 | Female | 45 | No | Yes | Retired | Suburban | Master | 1,670,824,800 |
37 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 60ca8b85-b94c-4ad7-8253-6f1d9dc4d54f | no_churn | 0.023226 | 0 | no_churn | -0.08079 | -0.01252 | -0.024821 | -0.150454 | -0.016951 | 0.042148 | 0.008362 | -0.0165 | Male | 42 | No | Yes | Unemployed | Suburban | High School or Below | 1,670,824,800 |
18 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | e653dd3c-b3f5-4283-be72-7262027af77e | no_churn | 0.178131 | 0 | no_churn | -0.089575 | -0.014471 | -0.060528 | -0.057335 | -0.052412 | 0.021089 | 0.009283 | -0.025078 | Male | 39 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,670,824,800 |
33 | Yes | Yes | Low Speed | Web_Chat_Support | One year | <80hrs | Disabled | bddf6be7-d2fe-4fe0-b5bc-85d990689cb2 | no_churn | 0.036569 | 0 | no_churn | -0.019525 | -0.004666 | -0.004545 | -0.045229 | 0.028063 | -0.165447 | 0.043418 | -0.032345 | Female | 68 | No | No | Employed | Suburban | Master | 1,670,824,800 |
8 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 2b158d97-f702-4c12-95ba-d03f1b64413b | no_churn | 0.540825 | 1 | churn | 0.093819 | 0.114248 | 0.055532 | -0.006489 | 0.01456 | 0.135166 | 0.014666 | -0.015528 | Female | 79 | Yes | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
2 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | ce3e63f2-e163-4cf0-9bba-12fa1dc5a3f1 | no_churn | 0.186111 | 0 | no_churn | 0.187911 | -0.01074 | -0.030322 | -0.035998 | 0.040212 | 0.116948 | 0.128007 | -0.068178 | Male | 43 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,670,824,800 |
1 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | fc66c492-9211-4900-87f5-4c825bd6defc | no_churn | 0.852202 | 1 | churn | 0.217904 | 0.025527 | 0.002254 | -0.127959 | 0.016514 | 0.12551 | 0.074527 | -0.047144 | Male | 33 | No | No | Retired | Suburban | Bachelor | 1,670,824,800 |
69 | Yes | No | High Speed | Expired | Two year | 0hrs | Disabled | da41be00-f4f9-48eb-b55c-a0582665017c | no_churn | 0.008628 | 0 | no_churn | -0.064166 | -0.005001 | -0.02189 | -0.033694 | -0.007725 | -0.105484 | -0.011613 | -0.019453 | Male | 70 | Yes | No | Unemployed | Suburban | Master | 1,670,824,800 |
18 | Yes | No | Medium Speed | Expired | Month-to-month | 0hrs | Disabled | e74dbe98-9dde-4997-944d-f4044ba37a1d | no_churn | 0.073332 | 0 | no_churn | -0.091779 | -0.009211 | -0.060073 | -0.070752 | -0.005798 | 0.032177 | -0.032716 | -0.030872 | Female | 62 | Yes | No | Employed | Suburban | High School or Below | 1,670,824,800 |
34 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7f38296a-83e9-426e-b558-be85fc7b5aa8 | no_churn | 0.037298 | 0 | no_churn | -0.102314 | -0.005923 | -0.041145 | -0.102844 | 0.020749 | 0.032249 | -0.026364 | -0.043434 | Male | 69 | Yes | Yes | Employed | Suburban | Bachelor | 1,670,824,800 |
2 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | d114355f-20b6-4f4e-bfd1-3d5d856f06d1 | no_churn | 0.190623 | 0 | no_churn | 0.20585 | -0.012621 | -0.086967 | -0.047225 | -0.029897 | 0.08273 | 0.045627 | -0.030551 | Female | 49 | No | No | Unemployed | Urban | High School or Below | 1,670,824,800 |
31 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 910f6995-1132-48e7-aaad-4f592f2e9a8a | no_churn | 0.007073 | 0 | no_churn | 0.104184 | -0.005417 | 0.028544 | 0.028913 | 0.084915 | 0.10903 | -0.057856 | 0.01866 | Female | 45 | No | No | Disabled | Rural | High School or Below | 1,670,824,800 |
63 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 24b9280e-1748-4743-a057-b406c36f97b0 | no_churn | 0.009349 | 0 | no_churn | -0.115004 | -0.016385 | -0.030249 | -0.042349 | -0.071912 | 0.034269 | 0.017206 | -0.014603 | Male | 20 | No | No | Unemployed | Suburban | High School or Below | 1,670,824,800 |
11 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 97d3b33e-ff94-4018-be70-1b23ac81a602 | no_churn | 0.088052 | 0 | no_churn | 0.055938 | -0.007045 | -0.013646 | -0.086239 | -0.068833 | 0.06182 | -0.012143 | -0.007973 | Male | 75 | No | Yes | Employed | Rural | Master | 1,670,824,800 |
71 | Yes | No | High Speed | Expired | Two year | 100hrs+ | Disabled | 492f3b7a-41e5-44cd-86f2-d398090fec6f | churn | 0.002329 | 0 | no_churn | -0.086823 | -0.005433 | -0.021258 | -0.026286 | -0.019309 | -0.111641 | 0.016536 | -0.014812 | Female | 33 | Yes | Yes | Employed | Suburban | Doctor | 1,670,824,800 |
2 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 3101b5ef-7dec-4f91-8f01-f5cf19b4a524 | churn | 0.179194 | 0 | no_churn | 0.171817 | -0.005565 | -0.02651 | -0.046702 | 0.02718 | 0.116413 | 0.14224 | -0.072328 | Female | 48 | Yes | No | Employed | Suburban | College | 1,670,824,800 |
66 | Yes | No | Medium Speed | Expired | Month-to-month | 0hrs | Disabled | 8756130e-49d4-4e4a-9f82-d6ce0ee1ea62 | no_churn | 0.005024 | 0 | no_churn | -0.03754 | -0.010619 | -0.024284 | -0.014055 | -0.070616 | 0.050846 | -0.013176 | -0.019582 | Male | 31 | No | No | Unemployed | Suburban | College | 1,670,824,800 |
60 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 064bba92-63e5-4dfc-9035-9d336edd70b5 | no_churn | 0.005597 | 0 | no_churn | -0.126532 | -0.019949 | -0.035567 | -0.040937 | -0.042332 | 0.029227 | -0.017199 | -0.015737 | Female | 20 | No | Yes | Unemployed | Urban | College | 1,670,824,800 |
2 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 782cb785-be12-4f91-a41a-64bd4ddf5acb | no_churn | 0.084234 | 0 | no_churn | 0.20585 | -0.012621 | -0.086967 | -0.047225 | -0.029897 | 0.08273 | 0.045627 | -0.030551 | Male | 71 | No | No | Employed | Suburban | Master | 1,670,824,800 |
4 | No | No phone service | High Speed | Expired | Month-to-month | 0hrs | Disabled | a9d6d14b-f717-4ba3-b194-ea3b45d2ce93 | no_churn | 0.733105 | 1 | churn | -0.00701 | 0.044259 | -0.013092 | -0.048741 | -0.073048 | 0.100154 | -0.037946 | -0.012987 | Female | 80 | No | No | Employed | Rural | High School or Below | 1,670,824,800 |
19 | Yes | No | High Speed | Expired | Two year | 100hrs+ | Disabled | 02139ae8-44a6-45fb-92a9-ec7ba0c7285f | no_churn | 0.009306 | 0 | no_churn | -0.012147 | -0.003812 | -0.043018 | -0.047151 | -0.033277 | -0.109812 | 0.021488 | -0.021297 | Male | 53 | No | No | Unemployed | Rural | High School or Below | 1,670,824,800 |
3 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | c694f556-17c8-4289-b331-b9596eac72d1 | churn | 0.141948 | 0 | no_churn | 0.09905 | -0.009954 | -0.059737 | -0.063707 | -0.006298 | 0.065798 | 0.023489 | -0.022234 | Female | 77 | No | No | Employed | Rural | College | 1,670,824,800 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 988ccd2a-40a2-4758-9c97-4c05932466d2 | no_churn | 0.305014 | 0 | no_churn | 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 | Male | 29 | No | No | Employed | Suburban | College | 1,670,824,800 |
1 | No | No phone service | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | eec67017-78e1-4171-a603-aa581e72267c | no_churn | 0.754858 | 1 | churn | 0.247845 | 0.080078 | 0.003951 | -0.004507 | 0.020637 | 0.140728 | -0.011106 | -0.008775 | Female | 52 | Yes | No | Unemployed | Urban | College | 1,670,824,800 |
36 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 100hrs+ | Disabled | d07c67ac-66ad-4f00-8eec-e1ac41ad1504 | no_churn | 0.0245 | 0 | no_churn | -0.010709 | -0.001859 | 0.007591 | -0.003032 | 0.069569 | -0.181482 | 0.064014 | -0.043117 | Female | 54 | Yes | Yes | Employed | Suburban | College | 1,670,824,800 |
27 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 015c87ed-fd43-467d-a52b-304c541db161 | no_churn | 0.06641 | 0 | no_churn | -0.11744 | -0.013142 | -0.051309 | -0.053969 | -0.034332 | 0.017113 | 0.006069 | -0.022016 | Female | 52 | No | No | Medical Leave | Rural | High School or Below | 1,670,824,800 |
15 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | d63b630f-a8ab-4724-81d5-729d8faab0a8 | no_churn | 0.034975 | 0 | no_churn | 0.060051 | -0.014336 | -0.059893 | -0.107427 | -0.070662 | 0.060407 | 0.04957 | -0.026735 | Female | 28 | No | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
31 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 471d115c-7ba6-4ceb-9262-16c00d3bdedb | no_churn | 0.151798 | 0 | no_churn | 0.080994 | 0.093683 | 0.048007 | 0.056798 | 0.085574 | 0.15679 | -0.004171 | 0.013299 | Female | 33 | Yes | No | Employed | Rural | Bachelor | 1,670,824,800 |
9 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 1806aad0-99bf-479f-b8c7-a5e67d9507a0 | no_churn | 0.24116 | 1 | churn | 0.022606 | -0.017071 | -0.065755 | -0.164609 | -0.019969 | 0.053483 | 0.038652 | -0.036364 | Male | 69 | No | No | Unemployed | Suburban | Bachelor | 1,670,824,800 |
15 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | d4404583-d17b-4a36-bd0a-5f59f8328b2a | no_churn | 0.59587 | 1 | churn | 0.096467 | -0.009537 | -0.02997 | -0.091192 | -0.074797 | 0.067923 | 0.048848 | 0.053231 | Male | 79 | Yes | No | Employed | Suburban | High School or Below | 1,670,824,800 |
22 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 4bb827a7-4171-4000-a7c3-0be76af78f0f | no_churn | 0.378324 | 1 | churn | -0.078852 | -0.01311 | -0.065807 | -0.057375 | -0.074519 | 0.023391 | -0.018392 | 0.015639 | Male | 52 | Yes | No | Employed | Suburban | College | 1,670,824,800 |
66 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | e84dadf7-beb5-4c6a-abba-7c8c05f7da07 | no_churn | 0.241453 | 0 | no_churn | -0.046516 | -0.000679 | 0.024075 | -0.005289 | 0.056328 | 0.070047 | 0.02952 | 0.081153 | Male | 43 | No | No | Medical Leave | Rural | Bachelor | 1,670,824,800 |
65 | Yes | Yes | Medium Speed | Expired | Month-to-month | <80hrs | Active | 41dc3a23-af8a-4948-908c-bfec545f7707 | no_churn | 0.441397 | 1 | churn | -0.102586 | -0.006027 | 0.017435 | -0.0106 | -0.071923 | 0.043042 | -0.030665 | 0.042298 | Male | 26 | No | No | Employed | Suburban | Bachelor | 1,670,824,800 |
15 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Active | e2c04432-8200-4236-909f-2d071256f2e8 | no_churn | 0.473349 | 1 | churn | 0.096467 | -0.009537 | -0.02997 | -0.091192 | -0.074797 | 0.067923 | 0.048848 | 0.053231 | Female | 58 | No | No | Employed | Urban | High School or Below | 1,670,824,800 |
59 | Yes | Yes | Low Speed | Expired | Month-to-month | <80hrs | Active | c5c9ea36-f0e9-4e0e-9147-9d6c55405420 | no_churn | 0.218294 | 1 | churn | -0.104567 | -0.010223 | 0.041331 | -0.045329 | -0.094116 | 0.062306 | -0.008016 | 0.059588 | Female | 40 | No | Yes | Employed | Suburban | Bachelor | 1,670,824,800 |
8 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Active | b97d262f-6fcb-435e-8f8a-69da585073d2 | no_churn | 0.641078 | 1 | churn | 0.002822 | -0.014793 | -0.065676 | -0.111856 | -0.070519 | 0.037969 | -0.009568 | 0.03112 | Female | 38 | Yes | Yes | Employed | Suburban | College | 1,670,824,800 |
40 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | d259d016-6825-40b0-ad29-c9a4f4cc4ee6 | no_churn | 0.462155 | 1 | churn | -0.16337 | -0.010566 | 0.034331 | -0.094405 | 0.046811 | 0.034495 | -0.019262 | 0.029607 | Female | 80 | No | No | Employed | Rural | High School or Below | 1,670,824,800 |
11 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Active | 7c02ae02-f94f-4905-ac8d-aab44b26b084 | no_churn | 0.563298 | 1 | churn | 0.000568 | -0.017303 | -0.067173 | -0.095608 | -0.060782 | 0.047362 | -0.026267 | 0.030177 | Male | 80 | No | No | Unemployed | Suburban | College | 1,670,824,800 |
38 | Yes | Yes | High Speed | Expired | One year | 100hrs+ | Active | ab9054b8-7d88-42cb-baaa-d6cc5fbeb0ac | churn | 0.412009 | 0 | no_churn | -0.114795 | -0.001987 | -0.025404 | -0.047391 | -0.077462 | -0.064777 | 0.034458 | 0.038332 | Male | 31 | No | No | Employed | Suburban | Bachelor | 1,670,824,800 |
14 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 0e6ed64c-90d9-4f35-9a8f-edbb1cf2e29b | no_churn | 0.646028 | 1 | churn | 0.066585 | -0.002361 | 0.087075 | 0.045199 | 0.146169 | 0.129762 | 0.059281 | 0.111264 | Male | 25 | No | No | Employed | Suburban | Bachelor | 1,670,824,800 |
66 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | aefa3a15-4e18-46fb-ae28-a9623bef5742 | no_churn | 0.217638 | 0 | no_churn | -0.054591 | -0.002744 | -0.024345 | 0.03579 | 0.084484 | 0.083014 | 0.014621 | 0.079745 | Female | 75 | No | No | Disabled | Suburban | College | 1,670,824,800 |
42 | Yes | Yes | High Speed | Expired | One year | 100hrs+ | Active | 59068a32-b98d-4b33-9391-2ce682046d20 | churn | 0.384044 | 0 | no_churn | -0.094483 | -0.002239 | 0.003272 | -0.100278 | -0.048054 | -0.054134 | 0.044303 | 0.052586 | Female | 75 | Yes | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
13 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | 95ee352e-4598-462c-8b62-c106cf31bf8c | no_churn | 0.706847 | 1 | churn | 0.08889 | -0.011935 | 0.077732 | 0.005735 | -0.028663 | 0.078553 | 0.094451 | 0.08621 | Female | 68 | Yes | Yes | Employed | Urban | Bachelor | 1,670,824,800 |
66 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 100hrs+ | Active | 5998eb0c-6f51-4341-b39d-e350003c892c | no_churn | 0.125883 | 0 | no_churn | -0.074484 | -0.001629 | -0.010421 | -0.008613 | 0.0196 | -0.244545 | 0.018141 | 0.032924 | Male | 59 | No | No | Medical Leave | Suburban | High School or Below | 1,670,824,800 |
69 | Yes | No | Fiber optic | Expired | Month-to-month | <50hrs | Active | 826986cb-6d9b-4fc6-b050-00b69595fd58 | no_churn | 0.129599 | 0 | no_churn | -0.135775 | -0.005736 | -0.04871 | 0.03636 | -0.062844 | 0.034856 | 0.008843 | 0.03198 | Male | 52 | No | No | Employed | Suburban | Master | 1,670,824,800 |
41 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | cefbe20e-766d-42b1-8501-a64fe7ff0a73 | no_churn | 0.376466 | 0 | no_churn | -0.088412 | -0.002241 | 0.052542 | -0.009964 | 0.011684 | 0.092021 | -0.01236 | 0.050072 | Female | 77 | No | No | Employed | Suburban | High School or Below | 1,670,824,800 |
11 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 0c6d2417-b28c-4a9a-8690-d8598764dbf4 | no_churn | 0.583552 | 0 | no_churn | 0.093268 | -0.009432 | -0.023738 | 0.131092 | 0.024533 | 0.045047 | -0.046149 | -0.053646 | Male | 64 | No | Yes | Employed | Urban | Bachelor | 1,670,824,800 |
36 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 9094cc30-c9da-4c02-b0c8-8160a5d6c04b | churn | 0.639896 | 1 | churn | -0.063067 | -0.003794 | 0.095198 | 0.079637 | 0.079323 | 0.093877 | -0.006878 | 0.018361 | Female | 57 | No | Yes | Employed | Suburban | College | 1,670,824,800 |
6 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 8a15ce6b-ab3e-43c6-b65c-caf593bec8e7 | no_churn | 0.79777 | 1 | churn | 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 | Female | 53 | Yes | No | Employed | Rural | Bachelor | 1,670,824,800 |
72 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 931bd4a5-7be6-4c34-b873-99960a04cc7e | no_churn | 0.034373 | 0 | no_churn | -0.200347 | -0.007308 | -0.016639 | 0.062998 | 0.027885 | 0.03696 | -0.056337 | 0.043762 | Male | 67 | Yes | Yes | Retired | Suburban | Bachelor | 1,670,824,800 |
63 | Yes | Yes | Fiber optic | Expired | One year | 100hrs+ | Active | 5e119f1c-3e65-4098-96c0-b31b146f3c40 | no_churn | 0.19384 | 1 | churn | -0.22664 | -0.002795 | 0.016511 | 0.033996 | 0.026659 | -0.092171 | -0.022413 | 0.032827 | Male | 42 | Yes | Yes | Unemployed | Rural | Bachelor | 1,670,824,800 |
23 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 8651b9de-11e7-480d-8fa4-2fbf5b39add5 | no_churn | 0.503454 | 0 | no_churn | -0.034334 | -0.002516 | 0.111929 | 0.113801 | 0.080366 | 0.074826 | 0.019247 | 0.057655 | Male | 50 | No | No | Employed | Urban | Master | 1,670,824,800 |
28 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 187ab45c-7f15-484f-b402-9e61d84052b1 | no_churn | 0.487776 | 0 | no_churn | -0.131363 | -0.011396 | -0.134035 | 0.051585 | -0.027006 | 0.017562 | 0.000447 | 0.008513 | Female | 72 | No | Yes | Employed | Suburban | College | 1,670,824,800 |
1 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 86180c8f-0c12-4151-bd74-4774a1e2bdcd | no_churn | 0.920574 | 1 | churn | 0.23957 | -0.005839 | 0.000127 | 0.040839 | -0.075262 | 0.112616 | 0.064433 | 0.011989 | Female | 27 | No | Yes | Employed | Suburban | High School or Below | 1,670,824,800 |
46 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | f3e7429b-a4df-4895-b1b6-bd6f1a0492ff | no_churn | 0.46419 | 0 | no_churn | -0.199005 | -0.00493 | -0.016876 | -0.051515 | 0.026185 | 0.040079 | -0.024161 | 0.041197 | Male | 41 | No | Yes | Employed | Suburban | College | 1,670,824,800 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 7cd8cfeb-f356-44a0-b5fa-318eacfd1f07 | no_churn | 0.70797 | 1 | churn | 0.143447 | -0.002267 | 0.131871 | 0.080633 | 0.122465 | 0.119629 | 0.060961 | 0.069235 | Female | 51 | No | Yes | Medical Leave | Suburban | Bachelor | 1,670,824,800 |
41 | Yes | Yes | Fiber optic | Expired | One year | <80hrs | Active | c584aaf4-77bc-4cc3-9c99-43ba41c84084 | no_churn | 0.173187 | 0 | no_churn | -0.034991 | 0.000202 | -0.044375 | 0.141806 | 0.079824 | -0.040319 | -0.045864 | 0.074691 | Male | 74 | No | Yes | Unemployed | Urban | Bachelor | 1,670,824,800 |
62 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | f6dfa735-36e5-428d-bdad-c55851b82c1f | no_churn | 0.181505 | 0 | no_churn | -0.299396 | -0.00377 | 0.018267 | -0.078698 | 0.001564 | 0.034031 | 0.02665 | 0.032326 | Female | 76 | No | Yes | Employed | Urban | College | 1,670,824,800 |
39 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | 6fa1dd4a-46e0-4595-82b5-be9de5140258 | no_churn | 0.608417 | 1 | churn | -0.028833 | -0.002383 | -0.038209 | 0.107541 | 0.07175 | 0.08316 | -0.040544 | -0.03151 | Female | 77 | No | No | Employed | Suburban | High School or Below | 1,670,824,800 |