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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | abf62843-80b1-4bff-8943-7e7a5571dcc2 | no_churn | 0.011006 | 0 | no_churn | -0.00578 | -0.004374 | -0.013566 | -0.032902 | -0.034107 | -0.144077 | -0.0161 | -0.018119 | Male | 62 | Yes | No | Unemployed | Urban | College | 1,671,256,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 27c46dd1-6ba2-4aab-ba78-1a05b309acb2 | no_churn | 0.630346 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 46 | No | No | Disabled | Suburban | Bachelor | 1,671,256,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d00d80f2-2f18-4447-bbca-9db0f4f887d5 | churn | 0.461061 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 80 | Yes | Yes | Unemployed | Suburban | College | 1,671,256,800 |
16 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 3688f50b-ebc2-45bc-b39d-0618a1bf2612 | no_churn | 0.034091 | 0 | no_churn | 0.009115 | -0.004192 | -0.030909 | -0.016301 | -0.031971 | -0.143702 | -0.022294 | -0.028773 | Female | 53 | Yes | Yes | Unemployed | Rural | Bachelor | 1,671,256,800 |
33 | Yes | Yes | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | beff93d0-3d21-4434-b547-c2e3b2ee4197 | no_churn | 0.052153 | 0 | no_churn | -0.046111 | -0.004811 | -0.00368 | -0.103317 | 0.041315 | 0.043948 | -0.053808 | -0.057562 | Female | 77 | Yes | No | Unemployed | Rural | Bachelor | 1,671,256,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | ceefecd0-525c-4f91-af8d-3be4b8109209 | churn | 0.629044 | 1 | churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 64 | No | No | Employed | Suburban | College | 1,671,256,800 |
39 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | d927649d-880d-41fc-94e4-37ff2bed62dc | no_churn | 0.015923 | 0 | no_churn | -0.025044 | -0.007613 | -0.002511 | -0.09399 | -0.005442 | -0.079409 | -0.021146 | -0.033871 | Female | 78 | No | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 174901b3-d461-43e2-b009-ad3ab1ce7d30 | no_churn | 0.617187 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Male | 66 | Yes | No | Retired | Suburban | College | 1,671,256,800 |
72 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | aafa87a0-8534-425f-86fc-2ba5068689bd | no_churn | 0.002327 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 27 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
72 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 141870cb-33be-432e-a373-4bd1d2baa10c | no_churn | 0.001778 | 0 | no_churn | -0.078641 | -0.003957 | -0.010697 | -0.020207 | 0.000268 | -0.112405 | -0.019716 | -0.023672 | Male | 56 | No | No | Unemployed | Urban | College | 1,671,256,800 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 451817f7-0d06-4c7a-a5a2-689caf9ef5ba | no_churn | 0.570112 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 61 | No | Yes | Unemployed | Rural | Bachelor | 1,671,256,800 |
70 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | f5b909dd-7bb3-4d5b-b6d1-a4dd3d2fee95 | no_churn | 0.004603 | 0 | no_churn | -0.011337 | -0.002076 | 0.015754 | -0.05245 | 0.007794 | -0.078447 | -0.00938 | -0.010528 | Male | 22 | No | Yes | Employed | Suburban | Master | 1,671,256,800 |
46 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | dc34b744-a8bc-4f3d-a335-adda6b327e6f | no_churn | 0.007156 | 0 | no_churn | -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 | Female | 41 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a04466f3-e4a0-4cb9-8b8a-25f7ff0bb0a8 | churn | 0.543671 | 1 | churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Male | 79 | Yes | No | Employed | Urban | College | 1,671,256,800 |
59 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 3e62c819-01a9-4144-926a-90057df2752d | no_churn | 0.010777 | 0 | no_churn | -0.023914 | -0.002761 | -0.001771 | -0.011314 | -0.011865 | -0.154657 | -0.013081 | -0.009664 | Male | 33 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5998133a-aad3-4fb7-b9d4-6fa72a840fd8 | no_churn | 0.516664 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 35 | No | No | Employed | Urban | Doctor | 1,671,256,800 |
42 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c1a5ab91-72c9-4129-8c3e-df157a982205 | no_churn | 0.206325 | 0 | no_churn | -0.038316 | -0.054848 | -0.015522 | -0.100961 | -0.042645 | 0.051095 | -0.021938 | -0.035892 | Male | 23 | Yes | Yes | Disabled | Suburban | High School or Below | 1,671,256,800 |
11 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 28eed160-12f2-4c9b-8702-900ce329d76e | no_churn | 0.035958 | 0 | no_churn | -0.009936 | -0.009074 | -0.014101 | -0.041847 | 0.025963 | -0.070904 | -0.026985 | -0.042142 | Female | 31 | Yes | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
67 | Yes | No | Low Speed | Phone_Support | Two year | 0hrs | Disabled | 4b68228e-23f0-4062-98ef-463324093e68 | no_churn | 0.011018 | 0 | no_churn | -0.055061 | -0.003676 | -0.017272 | -0.019762 | -0.000203 | -0.116597 | -0.026769 | -0.029686 | Female | 79 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,256,800 |
42 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c21eddd9-300f-4d58-b5d7-4eec505fb8f7 | no_churn | 0.181158 | 0 | no_churn | -0.062862 | 0.073306 | 0.031262 | -0.000976 | -0.039773 | 0.072838 | -0.010186 | -0.012635 | Male | 52 | No | No | Employed | Suburban | College | 1,671,256,800 |
26 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 34858ee6-1b16-4885-861c-e0aeb002c1e7 | no_churn | 0.050358 | 0 | no_churn | -0.062388 | -0.004463 | -0.02695 | -0.025571 | 0.008913 | -0.076535 | -0.039477 | -0.042555 | Male | 55 | Yes | No | Employed | Suburban | High School or Below | 1,671,256,800 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 2c2b2dd7-40af-41e2-bb9e-6791e7ae0beb | no_churn | 0.024169 | 0 | no_churn | 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 | Male | 63 | No | No | Unemployed | Urban | College | 1,671,256,800 |
12 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ef1d05ea-e9aa-4f02-84b9-edeb6774f03b | no_churn | 0.221626 | 0 | no_churn | -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 | Male | 53 | No | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
60 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 53f1a2b1-82b8-40be-aad9-62e3f0fbc950 | no_churn | 0.006924 | 0 | no_churn | -0.056129 | -0.003968 | -0.010231 | -0.027065 | -0.005244 | -0.110848 | -0.029385 | -0.026157 | Male | 66 | No | Yes | Employed | Suburban | Master | 1,671,256,800 |
55 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 28144881-5b62-4625-97f3-7d030f6ad32b | no_churn | 0.233101 | 0 | no_churn | -0.153369 | 0.021292 | 0.00449 | -0.070433 | -0.031407 | 0.036317 | -0.033487 | -0.04243 | Female | 74 | Yes | Yes | Employed | Suburban | Master | 1,671,256,800 |
11 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 07c41ba1-38c7-4a8e-a481-3bc9115b07d6 | churn | 0.312643 | 1 | churn | 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 | Male | 20 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
33 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 73babea6-3ce9-437b-aa55-ee89c94a838e | no_churn | 0.019272 | 0 | no_churn | -0.02759 | -0.003849 | -0.021756 | -0.091092 | 0.014971 | -0.062518 | -0.036264 | -0.040929 | Male | 70 | No | Yes | Unemployed | Suburban | Doctor | 1,671,256,800 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c071497b-65bc-46f2-aa21-5f380dd5709e | no_churn | 0.29278 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 54 | No | Yes | Unemployed | Suburban | Master | 1,671,256,800 |
25 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 99d8178d-60b6-4768-b00a-4a9cfd26fdf6 | no_churn | 0.063871 | 0 | no_churn | -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 | Male | 35 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
13 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 8430f4ba-d645-4687-8190-23c00dfe24ca | no_churn | 0.014477 | 0 | no_churn | -0.016162 | -0.005595 | -0.021038 | -0.036738 | 0.008904 | -0.120726 | -0.036111 | -0.041561 | Female | 42 | No | No | Unemployed | Rural | Master | 1,671,256,800 |
64 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | ed459737-8d89-4976-a7cf-6c05f906bd83 | no_churn | 0.029891 | 0 | no_churn | -0.067262 | -0.003981 | 0.009076 | -0.009728 | 0.014678 | -0.113981 | -0.041169 | -0.056658 | Female | 47 | No | No | Retired | Suburban | High School or Below | 1,671,256,800 |
48 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 8fb9ba03-0de5-4e01-a9c8-c3adb8b000bb | no_churn | 0.009673 | 0 | no_churn | -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 | Male | 58 | No | No | Employed | Suburban | Master | 1,671,256,800 |
61 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | f519e8dd-3d74-4bf2-86e0-8addcd3fa684 | no_churn | 0.005477 | 0 | no_churn | -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 | Female | 59 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9a8d2984-bc60-4308-adca-047a260c4617 | no_churn | 0.191331 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 66 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
60 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 5d87e972-d896-44bb-a23a-f188154be1ab | no_churn | 0.01755 | 0 | no_churn | -0.044229 | -0.004669 | -0.016507 | -0.071238 | 0.008685 | -0.074774 | -0.034917 | -0.031377 | Male | 54 | Yes | No | Unemployed | Urban | College | 1,671,256,800 |
22 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5716c277-08ce-492d-a5d1-26e7589664dd | no_churn | 0.040238 | 0 | no_churn | -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 | Male | 41 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
23 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 211c6867-a4ad-477c-b518-ff63f6d10d53 | no_churn | 0.016975 | 0 | no_churn | -0.017979 | -0.004794 | 0.036911 | -0.008967 | -0.042808 | -0.142012 | -0.031168 | -0.058208 | Female | 57 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
17 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | 91cae1cd-615d-4021-b67b-8690544d6875 | no_churn | 0.031457 | 0 | no_churn | -0.000005 | -0.00364 | -0.021565 | -0.044962 | 0.001041 | -0.129864 | -0.026305 | -0.043727 | Male | 38 | Yes | Yes | Disabled | Rural | High School or Below | 1,671,256,800 |
25 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | dea15e5b-b8bb-4014-b850-26d77d3fc215 | no_churn | 0.010037 | 0 | no_churn | 0.029135 | -0.004026 | 0.03181 | -0.020796 | -0.045306 | -0.18695 | -0.028492 | -0.034401 | Female | 74 | No | No | Employed | Suburban | High School or Below | 1,671,256,800 |
72 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 7f7d6b7c-7a02-4dbb-96f5-d623ae5a7493 | no_churn | 0.002485 | 0 | no_churn | -0.068223 | -0.00301 | -0.004667 | -0.018331 | 0.002265 | -0.127098 | -0.022298 | -0.027665 | Male | 69 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
48 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 7872dbb1-af67-4258-9b22-3ce47ae644be | no_churn | 0.009543 | 0 | no_churn | -0.034956 | -0.004971 | 0.016748 | -0.023561 | 0.017716 | -0.195392 | -0.016057 | -0.028554 | Male | 27 | No | Yes | Employed | Rural | Master | 1,671,256,800 |
24 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 72231bdf-461e-41d9-b3a1-d9f368c7e12c | no_churn | 0.017085 | 0 | no_churn | -0.052036 | -0.00537 | -0.030194 | -0.017659 | 0.012853 | -0.102288 | -0.033495 | -0.040837 | Female | 58 | No | Yes | Employed | Urban | Bachelor | 1,671,256,800 |
27 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5f60e46d-3616-4ca9-b792-9dda820d258d | no_churn | 0.114061 | 0 | no_churn | -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 | Female | 72 | No | No | Employed | Rural | Bachelor | 1,671,256,800 |
43 | No | No phone service | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | ca274458-adee-4007-8b04-886e7ee4903a | no_churn | 0.062533 | 0 | no_churn | -0.047605 | 0.056711 | 0.007123 | -0.017348 | 0.037629 | -0.066419 | -0.009123 | -0.019992 | Male | 45 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
32 | No | No phone service | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2b7a683a-94c5-4d93-82e9-934c41ff7ad8 | no_churn | 0.213284 | 0 | no_churn | -0.043925 | -0.01548 | -0.010146 | -0.02433 | -0.016583 | 0.060272 | -0.029644 | -0.04619 | Male | 53 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
58 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | d55d92af-f53e-4140-99ea-4e50f26c5bfb | no_churn | 0.147596 | 0 | no_churn | 0.036734 | -0.001066 | 0.068703 | 0.038213 | 0.103463 | -0.132877 | 0.133355 | 0.090004 | Male | 51 | Yes | Yes | Medical Leave | Suburban | Bachelor | 1,671,256,800 |
49 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 609ecaf1-35b3-4158-ab15-643f9d9ca19d | no_churn | 0.530906 | 0 | no_churn | -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 | Male | 38 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
63 | Yes | Yes | Low Speed | Web_Chat_Support | One year | <80hrs | Active | 2c892839-260d-42d3-87b8-cbf745c573e4 | no_churn | 0.202008 | 0 | no_churn | -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 | Male | 59 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
11 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 2f486a9f-0cad-448d-b709-36af0d27b48c | churn | 0.601029 | 1 | churn | 0.097297 | -0.001456 | -0.01367 | 0.044236 | 0.159999 | 0.112133 | 0.127233 | 0.126035 | Female | 40 | No | No | Disabled | Suburban | College | 1,671,256,800 |
67 | Yes | Yes | High Speed | Web_Chat_Support | One year | 100hrs+ | Active | c8d81e45-9ef1-4d84-986f-93429f7728e0 | no_churn | 0.262232 | 0 | no_churn | -0.058993 | 0.000227 | 0.088552 | 0.042046 | 0.112369 | 0.007301 | 0.123105 | 0.094367 | Female | 45 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,256,800 |
33 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 7d9c45d1-eb55-40a2-8911-394ddfdc445f | churn | 0.60142 | 1 | churn | -0.079903 | -0.000866 | 0.092316 | -0.028786 | 0.061511 | 0.069946 | 0.055 | 0.078887 | Male | 29 | No | No | Unemployed | Suburban | High School or Below | 1,671,256,800 |
27 | Yes | Yes | Medium Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | a83a2b1c-4e9a-4fee-ae69-fcb6acacab91 | no_churn | 0.294139 | 0 | no_churn | 0.064172 | -0.001857 | 0.032896 | 0.021129 | 0.171723 | 0.128986 | 0.116614 | 0.133977 | Female | 43 | Yes | Yes | Unemployed | Suburban | College | 1,671,256,800 |
33 | Yes | No | High Speed | Web_Chat_Support | One year | <50hrs | Active | c99b30fa-0d24-4d4c-b1cf-4aa3079bd880 | no_churn | 0.253423 | 1 | churn | 0.072359 | 0.002071 | 0.022409 | 0.019973 | 0.036858 | 0.024315 | 0.133887 | 0.099102 | Female | 32 | No | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
64 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 100hrs+ | Active | 448473ce-e6fa-44c6-a7d7-7c347798068f | churn | 0.239139 | 1 | churn | -0.001606 | 0.000255 | 0.028588 | 0.017792 | 0.099267 | -0.010461 | 0.097746 | 0.092727 | Female | 45 | Yes | Yes | Employed | Suburban | College | 1,671,256,800 |
61 | Yes | Yes | Medium Speed | Web_Chat_Support | One year | 100hrs+ | Active | 264dec0d-1fc0-4bc4-8689-905b8ea9c70f | churn | 0.22986 | 1 | churn | -0.063996 | -0.001103 | -0.030837 | -0.018578 | 0.064152 | -0.044778 | 0.037634 | 0.068479 | Male | 42 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
21 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 7d388b87-5769-4880-b1a9-9638745533c6 | churn | 0.642417 | 1 | churn | -0.062069 | -0.005577 | 0.058042 | -0.033419 | 0.080238 | 0.064273 | -0.016639 | 0.095292 | Male | 21 | No | Yes | Retired | Suburban | High School or Below | 1,671,256,800 |
49 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | f7de2824-1e91-4af6-8d3d-b8d3e848db42 | churn | 0.600363 | 1 | churn | -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 | Female | 33 | No | Yes | Unemployed | Suburban | College | 1,671,256,800 |
33 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | bc2c2bd8-ad61-443a-8f61-9e1c6a46200f | churn | 0.326643 | 1 | churn | -0.024214 | -0.003502 | 0.060542 | 0.019004 | 0.146503 | 0.05782 | 0.090214 | 0.086844 | Male | 65 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,256,800 |
48 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | 0a2bf52c-6cce-4f18-ba71-fa2db9140730 | churn | 0.260049 | 1 | churn | -0.089886 | -0.005023 | 0.022287 | -0.025156 | 0.033128 | -0.1407 | -0.067273 | 0.057597 | Female | 63 | No | No | Employed | Suburban | College | 1,671,256,800 |
10 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | fa492d63-8a7c-44e2-80d1-0e9d66211c6a | churn | 0.591154 | 1 | churn | 0.140152 | -0.00675 | -0.035688 | -0.035757 | 0.161052 | 0.1281 | 0.148779 | 0.123503 | Female | 27 | Yes | No | Disabled | Suburban | Bachelor | 1,671,256,800 |
72 | Yes | Yes | High Speed | Web_Chat_Support | Two year | 100hrs+ | Active | b0bef315-ddf1-4ec6-a72e-6b4a2fa35938 | no_churn | 0.02342 | 0 | no_churn | -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 | Female | 23 | No | Yes | Employed | Suburban | High School or Below | 1,671,256,800 |
60 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 3f9cc771-0502-47a4-bcd3-66847ec25652 | no_churn | 0.160019 | 0 | no_churn | -0.178071 | -0.002159 | 0.014029 | -0.013225 | -0.023169 | -0.073861 | 0.033633 | 0.031678 | Male | 37 | Yes | No | Employed | Urban | Bachelor | 1,671,256,800 |
66 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | fccb97b8-341c-45d0-a51c-6a2f1f3d2b0d | no_churn | 0.2749 | 0 | no_churn | -0.089465 | -0.001677 | 0.017232 | -0.050881 | -0.04129 | -0.105865 | 0.034704 | 0.038216 | Female | 60 | No | Yes | Employed | Urban | Doctor | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 07cdf787-6f25-4d16-80f1-ddfef6a92881 | churn | 0.891088 | 1 | churn | 0.315653 | -0.003485 | 0.023281 | 0.057351 | 0.060702 | 0.161476 | 0.049507 | 0.04649 | Female | 71 | No | No | Employed | Urban | High School or Below | 1,671,256,800 |
46 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 0ddec8b6-4174-474f-8b55-bfc8fec29bf1 | no_churn | 0.216349 | 0 | no_churn | -0.170193 | -0.002789 | 0.029671 | -0.0324 | -0.002013 | -0.06181 | 0.041458 | 0.05417 | Male | 25 | Yes | Yes | Unemployed | Urban | Bachelor | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 05dc87a1-fda9-48d7-adda-1a6a5b8db1a0 | churn | 0.901575 | 1 | churn | 0.315653 | -0.003485 | 0.023281 | 0.057351 | 0.060702 | 0.161476 | 0.049507 | 0.04649 | Male | 28 | No | No | Employed | Urban | College | 1,671,256,800 |
58 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | 7b38d7d5-0e2f-4cce-8ec1-bfe17cb3908f | no_churn | 0.219095 | 0 | no_churn | -0.090119 | -0.002272 | -0.011002 | -0.065183 | -0.036527 | -0.130368 | 0.05324 | 0.060484 | Female | 59 | Yes | Yes | Employed | Suburban | College | 1,671,256,800 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 100hrs+ | Active | 1807a02d-7825-4271-8194-03e2cb04930d | churn | 0.111564 | 0 | no_churn | -0.19634 | -0.002292 | 0.029208 | -0.074959 | 0.016026 | -0.075647 | 0.006127 | 0.032185 | Male | 78 | No | No | Employed | Suburban | Master | 1,671,256,800 |
20 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | a1bd8d32-87a2-4ddd-bf7e-440634c2063a | churn | 0.598985 | 1 | churn | 0.105754 | -0.003065 | 0.062977 | 0.047841 | 0.05695 | 0.140061 | 0.138807 | 0.066292 | Female | 44 | No | Yes | Disabled | Suburban | College | 1,671,256,800 |
9 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | a1b4cf1c-1597-401b-b9b2-805afbe983c2 | no_churn | 0.540877 | 0 | no_churn | -0.078532 | -0.004572 | -0.034881 | -0.084526 | -0.019656 | 0.081436 | -0.08475 | 0.023122 | Male | 47 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 70735150-4665-43ea-afbd-5b4b08565876 | churn | 0.701688 | 1 | churn | 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 | Female | 29 | Yes | Yes | Employed | Suburban | Master | 1,671,256,800 |
37 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | db9345cc-9dcf-46e5-884d-300c11f272ef | churn | 0.692695 | 1 | churn | 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 | Male | 54 | Yes | Yes | Unemployed | Rural | Bachelor | 1,671,256,800 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 0f49c393-0d83-4de2-be92-0369095d2d54 | no_churn | 0.566323 | 0 | no_churn | 0.027006 | -0.003555 | -0.097221 | 0.007128 | -0.006347 | 0.083935 | -0.072077 | 0.022106 | Female | 29 | No | No | Employed | Suburban | College | 1,671,256,800 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | aff4eaac-0e80-432a-aa76-16e7e81e38c1 | churn | 0.826933 | 1 | churn | 0.158927 | -0.002756 | 0.040862 | 0.120457 | 0.098183 | 0.150659 | 0.107302 | 0.05734 | Male | 38 | No | No | Employed | Suburban | Bachelor | 1,671,256,800 |
41 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 0cdd6c05-e17c-4334-ac4c-6974471abaf6 | no_churn | 0.270728 | 0 | no_churn | -0.034498 | -0.004062 | -0.05226 | 0.100871 | 0.01654 | 0.103029 | 0.062609 | -0.021255 | Female | 46 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | cc6c3487-a4ff-4713-adfd-69b940702cca | churn | 0.558732 | 1 | churn | 0.1786 | -0.00332 | -0.008852 | 0.141426 | 0.05126 | 0.138744 | 0.176979 | 0.056137 | Male | 49 | No | Yes | Unemployed | Suburban | College | 1,671,256,800 |
10 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | f2b5f5db-3d84-409f-a332-183670011e16 | no_churn | 0.642361 | 0 | no_churn | 0.213749 | -0.003526 | -0.032711 | 0.141969 | 0.066223 | 0.141772 | 0.150105 | 0.053393 | Male | 69 | No | No | Employed | Suburban | College | 1,671,256,800 |
65 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | ee3f6964-928f-4e60-8fc8-c1073dce7b86 | no_churn | 0.241075 | 0 | no_churn | -0.248281 | -0.002444 | -0.017285 | -0.060226 | 0.015769 | 0.008519 | 0.026811 | 0.01411 | Male | 26 | No | Yes | Unemployed | Rural | High School or Below | 1,671,256,800 |
36 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 0de762c7-d1da-4343-9f62-2f128c2e36e8 | no_churn | 0.393831 | 0 | no_churn | -0.141527 | -0.005325 | -0.093692 | 0.0154 | 0.001316 | 0.002758 | -0.006766 | -0.003941 | Female | 45 | Yes | Yes | Employed | Urban | Master | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | c7f07e5b-3fb7-4b1e-ab2a-7cbf723d2e1e | churn | 0.891816 | 1 | churn | 0.28411 | -0.004907 | 0.070539 | 0.064627 | 0.080494 | 0.157836 | 0.036574 | 0.041702 | Male | 76 | No | Yes | Unemployed | Rural | Bachelor | 1,671,256,800 |
2 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 9a25417f-51e1-4f49-a0ee-97746dab5ef8 | churn | 0.851162 | 1 | churn | 0.218786 | -0.005116 | 0.129818 | 0.048423 | 0.055929 | 0.146592 | 0.064267 | 0.062275 | Female | 37 | No | No | Employed | Suburban | College | 1,671,256,800 |
15 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 6be1d96f-5212-4f71-8481-912786b3a1f2 | no_churn | 0.775634 | 0 | no_churn | 0.001017 | -0.004669 | -0.06062 | -0.0254 | 0.011105 | 0.064591 | -0.039422 | 0.018502 | Female | 52 | No | No | Medical Leave | Urban | High School or Below | 1,671,256,800 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 2c2128be-cb1f-486e-9196-8b53ba5f5035 | churn | 0.726694 | 1 | churn | 0.219952 | -0.000674 | -0.015623 | 0.114802 | 0.097826 | 0.141496 | 0.077494 | 0.085701 | Male | 75 | Yes | No | Retired | Suburban | Master | 1,671,256,800 |
16 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1a3d5d2b-1fc6-47e4-bca9-12799d6fae0d | no_churn | 0.566714 | 0 | no_churn | -0.003612 | -0.005464 | -0.101966 | -0.048662 | 0.048981 | 0.093134 | 0.053998 | 0.023898 | Female | 34 | Yes | No | Employed | Suburban | College | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 75d00eeb-f5ca-4622-a9f2-5eedb37496f0 | churn | 0.885627 | 1 | churn | 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 | Female | 56 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 100hrs+ | Active | 28533f56-7d23-4f62-a3c5-d32e333dbcff | no_churn | 0.043197 | 0 | no_churn | -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 | Female | 27 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
58 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | af0044a1-1cd3-43f0-826c-0ba5d8c9f6f0 | no_churn | 0.255719 | 0 | no_churn | -0.183452 | -0.005231 | -0.038284 | -0.077844 | 0.010867 | 0.03444 | -0.000255 | 0.031567 | Female | 34 | Yes | Yes | Employed | Urban | Master | 1,671,256,800 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | e9b5581e-aed6-42a4-b485-e197fbfe653c | no_churn | 0.699115 | 1 | churn | 0.219952 | -0.000674 | -0.015623 | 0.114802 | 0.097826 | 0.141496 | 0.077494 | 0.085701 | Female | 31 | No | No | Unemployed | Suburban | Bachelor | 1,671,256,800 |
8 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 7043f1f5-2e4b-40ce-9c98-d19e236bd627 | churn | 0.681248 | 1 | churn | 0.178349 | -0.002785 | 0.026468 | 0.042644 | 0.106936 | 0.156119 | 0.145336 | 0.067907 | Male | 77 | Yes | Yes | Unemployed | Suburban | College | 1,671,256,800 |
38 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | e3a09396-4a6f-4827-abc6-b650e7d6448d | no_churn | 0.386093 | 0 | no_churn | -0.009148 | -0.003654 | 0.112573 | 0.082482 | 0.038672 | 0.130938 | 0.162887 | 0.034509 | Female | 20 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 291c1961-a89d-4bcc-9dc9-6badbe77bfe8 | churn | 0.783377 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 67 | No | Yes | Employed | Suburban | College | 1,671,256,800 |
70 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 607defd6-0c8c-4b44-88f7-bd0fe8025c19 | no_churn | 0.058094 | 0 | no_churn | -0.099256 | -0.002655 | 0.01554 | 0.041088 | -0.056391 | -0.111002 | -0.022895 | -0.028454 | Male | 58 | Yes | No | Employed | Suburban | College | 1,671,256,800 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1ffdae47-9eb5-4769-ac8b-270c4f401c85 | churn | 0.333974 | 1 | churn | -0.126559 | -0.003168 | 0.083777 | 0.067687 | 0.05296 | 0.085137 | 0.003366 | 0.010253 | Female | 28 | Yes | No | Employed | Urban | High School or Below | 1,671,256,800 |
17 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1e2c2604-f301-4020-9a28-b5209201831c | churn | 0.454426 | 1 | churn | 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 | Male | 77 | No | No | Employed | Urban | Bachelor | 1,671,256,800 |
49 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b50260f4-2a1b-4958-9c1d-a5ca0328f58c | no_churn | 0.313736 | 0 | no_churn | -0.064309 | -0.001687 | 0.109327 | 0.0559 | 0.000835 | 0.104889 | -0.021242 | -0.01427 | Male | 58 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
68 | Yes | Yes | Fiber optic | Web_Chat_Support | Two year | 0hrs | Disabled | 04c19724-1eac-4f27-8299-7b13fab7b7b2 | no_churn | 0.022112 | 0 | no_churn | -0.108396 | -0.002992 | 0.008557 | 0.032295 | -0.008058 | -0.140239 | -0.022186 | -0.028006 | Female | 71 | No | No | Employed | Urban | College | 1,671,256,800 |
65 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | ba2b5ec2-ec27-472b-9994-b6381dcea29f | no_churn | 0.1407 | 0 | no_churn | 0.079373 | -0.00035 | 0.102263 | 0.113986 | 0.085336 | 0.00342 | -0.00061 | 0.010485 | Male | 78 | Yes | Yes | Employed | Rural | College | 1,671,256,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 3e941ed5-bdbb-4f7f-b0a4-392c2c6f02f5 | churn | 0.878255 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 53 | Yes | No | Unemployed | Rural | High School or Below | 1,671,256,800 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ae603deb-944e-4b4b-8a28-c2c4677e6469 | churn | 0.857863 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Male | 68 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,256,800 |
51 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | ef9d4945-edd8-4083-8042-b2ee8f50f2fc | churn | 0.171366 | 1 | churn | 0.071089 | -0.003229 | 0.099909 | 0.111264 | 0.069614 | -0.147477 | 0.005101 | 0.0078 | Female | 45 | No | Yes | Employed | Suburban | Bachelor | 1,671,256,800 |
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