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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 41483e18-519c-4bf7-8dea-f8166f3bac1e | no_churn | 0.085286 | 0 | no_churn | -0.008071 | -0.004127 | -0.023719 | 0.078627 | 0.131113 | 0.086198 | 0.114256 | 0.096698 | Male | 40 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,466,400 |
43 | Yes | No | Low Speed | In_Store_Support | One year | 100hrs+ | Active | 4dec8665-876d-4dc9-b95f-058faeee3554 | churn | 0.210993 | 0 | no_churn | 0.029712 | -0.000416 | -0.014605 | 0.010223 | 0.043371 | -0.000922 | 0.057909 | 0.065703 | Female | 64 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
12 | Yes | No | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | f72eda5c-0bec-47a0-991d-ac4221588fa9 | churn | 0.630347 | 1 | churn | 0.139818 | -0.003475 | 0.033595 | 0.072416 | 0.047222 | 0.131652 | 0.175507 | 0.090572 | Male | 28 | No | Yes | Employed | Suburban | Master | 1,672,466,400 |
72 | Yes | No | Fiber optic | Phone_Support | Two year | <50hrs | Active | d74600e8-3b66-4f32-afb0-a02283b29062 | no_churn | 0.021602 | 0 | no_churn | -0.125428 | -0.002382 | -0.012799 | 0.004478 | 0.007844 | -0.184458 | 0.02292 | 0.034131 | Female | 78 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
41 | Yes | No | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | 9531962b-4720-4fb7-835c-b0e7b00d9cf3 | no_churn | 0.061145 | 0 | no_churn | -0.028082 | -0.003513 | -0.014734 | 0.058203 | -0.029938 | -0.199765 | 0.010872 | 0.007931 | Male | 30 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | b39bd572-53a0-4652-aba2-10b329a02e4e | no_churn | 0.052667 | 0 | no_churn | -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 | Female | 58 | No | No | Employed | Suburban | High School or Below | 1,672,466,400 |
33 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 50314588-243a-4692-9d03-d958aff42c0d | no_churn | 0.227754 | 0 | no_churn | -0.147248 | -0.003053 | 0.057071 | -0.042391 | 0.042769 | 0.046715 | -0.020702 | -0.04 | Female | 66 | No | No | Employed | Rural | Bachelor | 1,672,466,400 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <50hrs | Active | 3fca150d-efc2-4127-a6b8-f7dde56b646d | no_churn | 0.018814 | 0 | no_churn | -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 | Male | 40 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,466,400 |
37 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <80hrs | Active | 715d5f65-48dc-4b5d-8316-7eeb9de6577a | no_churn | 0.310123 | 0 | no_churn | -0.072089 | -0.003022 | 0.099141 | 0.082377 | 0.042086 | 0.107919 | 0.015812 | 0.030176 | Male | 23 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
50 | Yes | Yes | Fiber optic | In_Store_Support | One year | <80hrs | Active | 147db7ec-9544-465b-a2e6-37a9f61ee4bc | no_churn | 0.210642 | 0 | no_churn | 0.034293 | -0.005483 | 0.092563 | 0.138776 | 0.083315 | -0.028418 | 0.150322 | 0.085606 | Male | 42 | No | Yes | Employed | Urban | Bachelor | 1,672,466,400 |
68 | Yes | Yes | Fiber optic | In_Store_Support | Two year | <80hrs | Active | a3c96eb8-c940-4874-ba8f-08d66c2dc52d | no_churn | 0.085201 | 0 | no_churn | 0.010194 | -0.000697 | 0.070794 | 0.135839 | 0.058052 | -0.026174 | 0.121095 | 0.07187 | Female | 62 | Yes | No | Employed | Urban | Bachelor | 1,672,466,400 |
35 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | c30f90a9-e2d9-4190-9710-767ecfc7ccd4 | churn | 0.223059 | 1 | churn | -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 | Male | 70 | No | Yes | Employed | Rural | High School or Below | 1,672,466,400 |
55 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | b07af541-bac9-45ef-89c9-13a07dcb1642 | no_churn | 0.209809 | 0 | no_churn | -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 | Female | 55 | No | No | Employed | Suburban | Bachelor | 1,672,466,400 |
30 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | a357e324-fe00-43f4-b27e-de61787b830b | churn | 0.361533 | 1 | churn | -0.031813 | -0.009541 | -0.045829 | 0.074394 | -0.025645 | 0.089992 | -0.004231 | -0.002642 | Male | 25 | No | No | Retired | Suburban | Doctor | 1,672,466,400 |
65 | Yes | Yes | Fiber optic | Phone_Support | One year | 0hrs | Disabled | 64b7581f-6aa0-4c8d-b213-ae15297bbbbd | no_churn | 0.083605 | 0 | no_churn | 0.079373 | -0.00035 | 0.102263 | 0.113986 | 0.085336 | 0.00342 | -0.00061 | 0.010485 | Male | 38 | No | Yes | Unemployed | Suburban | College | 1,672,466,400 |
43 | Yes | No | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 47dfc9fa-6771-49ab-b66b-aacac755ed30 | no_churn | 0.060194 | 0 | no_churn | -0.053469 | -0.003917 | -0.035366 | 0.033811 | -0.026446 | -0.099653 | -0.029587 | -0.034398 | Female | 62 | Yes | No | Employed | Urban | College | 1,672,466,400 |
58 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | 4e93c8d8-b050-4de9-ad9f-b64b161218b6 | no_churn | 0.127352 | 0 | no_churn | -0.207794 | -0.006658 | 0.014908 | 0.044915 | -0.050177 | 0.026832 | -0.015126 | -0.025926 | Male | 48 | No | No | Unemployed | Urban | College | 1,672,466,400 |
39 | Yes | No | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 3fcb1e7f-08f1-4eef-b2e3-83de770d1839 | churn | 0.145811 | 1 | churn | 0.068095 | -0.002951 | -0.058441 | 0.086891 | -0.0772 | -0.040979 | -0.007963 | -0.030142 | Female | 43 | No | No | Employed | Suburban | Bachelor | 1,672,466,400 |
45 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | 47bb56ec-6500-4a1d-96f5-da0982691718 | no_churn | 0.170171 | 0 | no_churn | -0.217906 | -0.00475 | -0.077871 | 0.02916 | 0.006389 | 0.034614 | -0.021115 | -0.017547 | Female | 61 | No | No | Employed | Suburban | College | 1,672,466,400 |
14 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | fe52b7bf-7a12-42e7-a85f-c5a552702ee6 | churn | 0.666766 | 1 | churn | 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 | Male | 22 | Yes | No | Unemployed | Suburban | High School or Below | 1,672,466,400 |
24 | No | No phone service | High Speed | Phone_Support | One year | <50hrs | Active | adebd9af-db56-405f-b5f8-920443634a31 | no_churn | 0.150309 | 0 | no_churn | 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 | Male | 49 | No | Yes | Retired | Suburban | High School or Below | 1,672,466,400 |
24 | No | No phone service | Medium Speed | Phone_Support | One year | 100hrs+ | Active | cc2a7156-7a12-4d46-9757-9c8755f86018 | no_churn | 0.110383 | 0 | no_churn | -0.045844 | -0.016011 | 0.001935 | 0.035094 | 0.074848 | -0.050507 | 0.08402 | 0.077439 | Male | 25 | Yes | No | Employed | Suburban | Bachelor | 1,672,466,400 |
21 | Yes | No | Low Speed | In_Store_Support | One year | <50hrs | Active | 47e069cb-281e-481f-9eab-04ced166d3a4 | no_churn | 0.06587 | 0 | no_churn | -0.031844 | -0.003928 | 0.010717 | 0.025191 | -0.003878 | -0.027899 | 0.107047 | 0.065567 | Female | 44 | Yes | Yes | Employed | Rural | Bachelor | 1,672,466,400 |
11 | Yes | No | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 4536dae0-e101-4c3b-81f9-b32a0b97a811 | no_churn | 0.26867 | 0 | no_churn | 0.017432 | -0.00376 | -0.103402 | 0.031337 | 0.102166 | 0.090311 | -0.086422 | 0.008324 | Female | 31 | No | No | Unemployed | Suburban | High School or Below | 1,672,466,400 |
28 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | a56fe025-d3d1-4769-9366-aacd36455eb0 | no_churn | 0.112551 | 0 | no_churn | 0.008875 | -0.004434 | 0.090311 | -0.049018 | 0.152209 | 0.077481 | 0.111348 | 0.121917 | Male | 26 | Yes | Yes | Employed | Suburban | High School or Below | 1,672,466,400 |
60 | No | No phone service | High Speed | Phone_Support | One year | 100hrs+ | Active | 816225b4-8fe1-459c-9999-b0588f72aa10 | no_churn | 0.078775 | 0 | no_churn | -0.096629 | -0.016921 | -0.006429 | -0.002391 | 0.046195 | -0.115803 | 0.008311 | 0.039642 | Male | 54 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,466,400 |
12 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | 28daacd3-4fef-4fcf-b7e2-36f0b0b6e2e3 | no_churn | 0.179277 | 0 | no_churn | -0.07597 | -0.013892 | -0.090604 | -0.066496 | -0.134373 | 0.04393 | 0.047991 | 0.020389 | Female | 22 | Yes | Yes | Employed | Rural | High School or Below | 1,672,466,400 |
67 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 3236041b-7ffd-4f69-bdb7-ce8b15a1c77b | churn | 0.135189 | 1 | churn | -0.068576 | -0.002766 | 0.007934 | -0.017616 | -0.04976 | -0.181359 | 0.026412 | 0.026706 | Female | 56 | Yes | No | Employed | Rural | Bachelor | 1,672,466,400 |
22 | No | No phone service | High Speed | Phone_Support | One year | <80hrs | Active | e74434b9-7dc5-4384-9395-c7b7925c1780 | no_churn | 0.156647 | 0 | no_churn | 0.00941 | 0.033532 | -0.00212 | 0.008555 | 0.015287 | -0.072737 | 0.044926 | 0.057454 | Female | 28 | No | Yes | Unemployed | Urban | Bachelor | 1,672,466,400 |
72 | Yes | Yes | Medium Speed | Phone_Support | Two year | 100hrs+ | Active | 9b7cadd9-ce58-47a8-81ba-679587708199 | no_churn | 0.033021 | 0 | no_churn | -0.131381 | -0.002439 | -0.019872 | -0.033232 | 0.026877 | -0.174947 | 0.029955 | 0.046014 | Female | 53 | No | Yes | Employed | Suburban | Bachelor | 1,672,466,400 |
13 | No | No phone service | High Speed | Phone_Support | Month-to-month | <50hrs | Active | 7e2c364f-ed37-489f-ace6-dc4734f087ad | no_churn | 0.591807 | 1 | churn | 0.123473 | 0.019001 | -0.026254 | 0.010365 | 0.051217 | 0.137451 | 0.127119 | 0.105055 | Female | 38 | Yes | Yes | Employed | Urban | College | 1,672,466,400 |
52 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | c2363a0a-7702-4c57-9f60-a2c81028dbbb | no_churn | 0.011663 | 0 | no_churn | -0.039095 | -0.003928 | -0.009711 | -0.022736 | 0.017332 | -0.131323 | -0.024078 | -0.049653 | Male | 80 | Yes | No | Unemployed | Suburban | Master | 1,672,466,400 |
12 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 33d95385-75c5-4b0a-b590-7631571d45d0 | no_churn | 0.060294 | 0 | no_churn | 0.011398 | -0.0053 | -0.030038 | -0.016063 | -0.034266 | -0.097777 | -0.029776 | -0.031538 | Male | 78 | No | No | Employed | Suburban | Bachelor | 1,672,466,400 |
17 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 95cc1535-e1a0-4ec2-8cd9-a06cb80423a0 | no_churn | 0.056941 | 0 | no_churn | -0.000005 | -0.00364 | -0.021565 | -0.044962 | 0.001041 | -0.129864 | -0.026305 | -0.043727 | Male | 29 | Yes | Yes | Employed | Urban | Master | 1,672,466,400 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7c504866-6017-4c84-b349-60e80fd380cd | no_churn | 0.520132 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 54 | No | Yes | Employed | Suburban | High School or Below | 1,672,466,400 |
32 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 5c0152e2-2401-49cd-b3ed-2a03306a4eee | no_churn | 0.037063 | 0 | no_churn | -0.023808 | -0.005173 | -0.028167 | -0.058854 | -0.027765 | -0.086891 | -0.017974 | -0.020394 | Male | 64 | No | No | Employed | Suburban | High School or Below | 1,672,466,400 |
10 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a428bcb5-489c-42f6-9b24-69a7b1fd9e9b | no_churn | 0.25937 | 0 | no_churn | -0.062912 | 0.070782 | 0.025827 | -0.08643 | 0.017845 | 0.076001 | -0.060991 | -0.04915 | Female | 39 | No | No | Unemployed | Suburban | High School or Below | 1,672,466,400 |
2 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 14cb71fd-7339-4a4c-bfcd-2f5af027e66b | no_churn | 0.396694 | 0 | no_churn | 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 | Female | 36 | No | Yes | Employed | Urban | College | 1,672,466,400 |
36 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 82f0cc13-9683-488e-b1b0-38524fcd6185 | no_churn | 0.028399 | 0 | no_churn | 0.008552 | -0.001303 | 0.023142 | -0.04459 | 0.045005 | -0.113698 | -0.024247 | -0.041886 | Female | 52 | No | No | Employed | Urban | College | 1,672,466,400 |
15 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 1d4c31e5-b010-490a-bdc7-43b111f0c615 | no_churn | 0.141577 | 0 | no_churn | 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 | Female | 30 | Yes | Yes | Medical Leave | Suburban | College | 1,672,466,400 |
4 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c8c60240-80c7-4afe-8360-94cce3d74a9e | no_churn | 0.301972 | 0 | no_churn | 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 | Female | 20 | No | Yes | Unemployed | Suburban | College | 1,672,466,400 |
7 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | f9027219-1d4f-4cc7-a135-c98fabb11ac4 | churn | 0.200617 | 1 | churn | -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 | Female | 29 | No | No | Employed | Urban | High School or Below | 1,672,466,400 |
2 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7922fc61-0b29-4e16-b17c-ed5d5c7af8da | no_churn | 0.118489 | 0 | no_churn | 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 | Female | 50 | No | No | Employed | Suburban | College | 1,672,466,400 |
18 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 777a214b-8f30-4cd4-89c4-0825dd632ede | no_churn | 0.130727 | 0 | no_churn | -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 | Male | 39 | No | No | Disabled | Suburban | High School or Below | 1,672,466,400 |
63 | Yes | No | Medium Speed | In_Store_Support | Two year | 0hrs | Disabled | 7b182198-a1a1-4db6-a2e8-b193af4e98a4 | no_churn | 0.013979 | 0 | no_churn | -0.014508 | -0.00242 | -0.00305 | -0.006976 | -0.001984 | -0.212514 | -0.011353 | -0.016221 | Male | 36 | No | No | Retired | Rural | Bachelor | 1,672,466,400 |
17 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 82aef296-3a08-4dc1-9d9f-9e8c20e22d47 | no_churn | 0.202376 | 0 | no_churn | 0.034468 | -0.103573 | -0.030504 | -0.009156 | -0.08392 | 0.076069 | -0.036195 | -0.051215 | Female | 71 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
6 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 59550895-9310-48fc-9edb-d74fc212e404 | no_churn | 0.009861 | 0 | no_churn | -0.012333 | -0.004682 | -0.012765 | -0.047522 | -0.026701 | -0.114784 | -0.022647 | -0.020925 | Female | 33 | No | No | Unemployed | Suburban | Bachelor | 1,672,466,400 |
1 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 02380425-f5e0-4106-995d-7896ad3bf2a2 | churn | 0.74444 | 1 | churn | 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 | Female | 58 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,466,400 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | df7d2bfc-1100-4ae9-a623-de22629a15cf | no_churn | 0.443202 | 0 | no_churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Male | 25 | Yes | No | Unemployed | Suburban | Master | 1,672,466,400 |
10 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 98dd6c8d-95e4-45f6-a564-6dd53ae28038 | churn | 0.38608 | 1 | churn | -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 | Female | 58 | Yes | No | Employed | Urban | Doctor | 1,672,466,400 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e4239d6b-2618-4cd6-9dcb-3c3423c70ce8 | churn | 0.622663 | 1 | churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Male | 23 | No | No | Employed | Suburban | College | 1,672,466,400 |
1 | Yes | No | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 3011b529-8277-4255-af97-c45150383312 | churn | 0.559921 | 1 | churn | 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 | Male | 23 | No | Yes | Employed | Urban | High School or Below | 1,672,466,400 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4896abbc-5336-48e1-90cf-42a9c813c558 | no_churn | 0.191934 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Female | 45 | Yes | Yes | Employed | Suburban | College | 1,672,466,400 |
46 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 4465176e-cb61-4dee-9274-515accfe165c | no_churn | 0.006817 | 0 | no_churn | -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 | Male | 41 | No | No | Employed | Suburban | Bachelor | 1,672,466,400 |
69 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | a92f12fd-cc1b-4bf2-93f8-cce54246f744 | no_churn | 0.005948 | 0 | no_churn | -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 | Male | 26 | No | Yes | Unemployed | Suburban | College | 1,672,466,400 |
49 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 542e28ec-83ee-48a9-a387-cc1cbd6991e5 | no_churn | 0.012652 | 0 | no_churn | -0.044657 | -0.003115 | 0.014633 | -0.025699 | -0.046934 | -0.134539 | -0.014036 | -0.014679 | Female | 23 | Yes | No | Retired | Suburban | College | 1,672,466,400 |
47 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 974a2b29-35e0-48f9-a95e-4f7c7caf6e80 | no_churn | 0.006915 | 0 | no_churn | -0.027083 | -0.004937 | 0.012331 | -0.024823 | 0.017727 | -0.197714 | -0.017563 | -0.026963 | Female | 56 | No | Yes | Medical Leave | Suburban | High School or Below | 1,672,466,400 |
38 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 3382d6ee-1347-4903-ae85-3edf96133d31 | churn | 0.028846 | 0 | no_churn | 0.122677 | 0.00173 | 0.045782 | 0.012827 | 0.063304 | 0.042186 | -0.003764 | -0.035228 | Female | 78 | No | No | Unemployed | Suburban | High School or Below | 1,672,466,400 |
18 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 7001340b-5ba6-4eda-adbd-e8cbc14ba9b9 | churn | 0.344861 | 1 | churn | -0.153803 | 0.038525 | 0.009318 | -0.053615 | -0.019098 | 0.045328 | -0.022756 | -0.039592 | Male | 45 | Yes | Yes | Employed | Suburban | College | 1,672,466,400 |
62 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 18283dbb-71a5-4f13-b533-119c2e98ad22 | no_churn | 0.013429 | 0 | no_churn | -0.061901 | -0.001986 | -0.001677 | 0.001275 | -0.020192 | -0.073457 | -0.040628 | -0.05046 | Male | 57 | Yes | Yes | Employed | Suburban | Bachelor | 1,672,466,400 |
46 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c9ff803c-0490-4324-8bb7-3db02d97a664 | no_churn | 0.1013 | 0 | no_churn | -0.110422 | -0.006511 | 0.000554 | -0.018362 | 0.032133 | -0.001388 | -0.030319 | -0.034711 | Male | 28 | No | No | Employed | Urban | High School or Below | 1,672,466,400 |
15 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | c93beed6-eb3b-4778-baac-c6e145c9e785 | churn | 0.218466 | 1 | churn | 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 | Female | 28 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,672,466,400 |
7 | Yes | No | Low Speed | Phone_Support | One year | 0hrs | Disabled | 9dce4607-607e-4424-b656-d85e15e92025 | no_churn | 0.031141 | 0 | no_churn | 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 | Male | 44 | Yes | Yes | Employed | Suburban | College | 1,672,466,400 |
41 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 7535bdea-de18-401a-9e9f-79027df8aace | no_churn | 0.007287 | 0 | no_churn | -0.008528 | -0.004039 | -0.004198 | -0.024619 | -0.012325 | -0.184454 | -0.012064 | -0.018799 | Male | 80 | Yes | No | Employed | Suburban | College | 1,672,466,400 |
19 | Yes | Yes | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 37d9038d-a587-440d-8b04-3662f5ef9e43 | no_churn | 0.056646 | 0 | no_churn | -0.054595 | -0.013642 | -0.020581 | -0.057761 | -0.073231 | 0.027113 | -0.037582 | -0.038747 | Female | 51 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,466,400 |
8 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 2b6d8a9e-98f1-4a02-b15f-6e104e68a22e | churn | 0.318991 | 1 | churn | 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 | Female | 30 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
6 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9f1ce23b-7b7d-4a72-b627-83c9dc164d58 | no_churn | 0.100623 | 0 | no_churn | -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 | Female | 31 | No | No | Employed | Urban | Doctor | 1,672,466,400 |
3 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d32eaa57-1e25-4b32-a180-16d8872f72d9 | no_churn | 0.348863 | 0 | no_churn | 0.261438 | 0.081735 | 0.046566 | 0.082775 | 0.069246 | 0.130024 | -0.018544 | -0.004933 | Male | 68 | Yes | No | Employed | Suburban | High School or Below | 1,672,466,400 |
1 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5c9affc8-4c56-4d25-a7f6-e42b160ccdd3 | no_churn | 0.702673 | 0 | no_churn | 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 | Female | 29 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 173b1dd1-818c-4420-96f7-02124ebe33d0 | churn | 0.561612 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 40 | No | Yes | Employed | Suburban | High School or Below | 1,672,466,400 |
2 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | aa889b62-8207-4105-9b5c-b31ba11fcd71 | churn | 0.458989 | 1 | churn | 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 | Female | 63 | Yes | No | Employed | Suburban | Bachelor | 1,672,466,400 |
1 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | c49d38ab-daac-4655-b291-9f29238b15e3 | churn | 0.625038 | 1 | churn | 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 | Male | 59 | Yes | No | Unemployed | Urban | Bachelor | 1,672,466,400 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a9adfebb-ed65-4d5d-95ed-31a27b7ca153 | churn | 0.461588 | 1 | churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 40 | Yes | No | Medical Leave | Rural | High School or Below | 1,672,466,400 |
62 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | feba0087-a4bb-4d2f-8541-81810625940f | no_churn | 0.006317 | 0 | no_churn | -0.068666 | -0.003623 | -0.012954 | -0.017303 | 0.003804 | -0.117554 | -0.024736 | -0.027994 | Female | 43 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,466,400 |
43 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 55e2681d-6f06-43c3-993e-612024462bf3 | no_churn | 0.102257 | 0 | no_churn | -0.043972 | -0.004782 | -0.016435 | -0.038438 | -0.012868 | -0.087304 | -0.023911 | -0.041315 | Female | 30 | Yes | Yes | Employed | Urban | Bachelor | 1,672,466,400 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 646cd05b-90dc-478f-97f9-cd7c147de1ac | churn | 0.635557 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 55 | No | Yes | Unemployed | Suburban | Bachelor | 1,672,466,400 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 22f9b5dc-6d78-42c7-b594-e250ce118bad | churn | 0.722433 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 73 | No | Yes | Unemployed | Suburban | Master | 1,672,466,400 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 458f287f-62d6-4e77-b954-9cdd8aef3e92 | no_churn | 0.314494 | 0 | no_churn | 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 | Female | 63 | No | No | Employed | Suburban | College | 1,672,466,400 |
7 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | 58ae7b6e-6735-4536-b892-c5b05588c361 | no_churn | 0.077632 | 0 | no_churn | 0.0171 | -0.003464 | -0.012207 | -0.075607 | 0.015697 | -0.088916 | -0.03157 | -0.038227 | Male | 79 | No | No | Employed | Urban | College | 1,672,466,400 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 38fbca53-e575-484c-b627-20b8a47bda0f | no_churn | 0.321604 | 0 | no_churn | 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 | Female | 34 | Yes | No | Disabled | Urban | High School or Below | 1,672,466,400 |
19 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | bef8257e-8204-47d9-a3f5-4731a020b817 | no_churn | 0.076156 | 0 | no_churn | -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 | Female | 50 | No | No | Employed | Rural | High School or Below | 1,672,466,400 |
46 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 3ab83171-f7df-4c9e-bda9-acff02ce49fa | no_churn | 0.142065 | 0 | no_churn | -0.191238 | 0.016025 | 0.002173 | -0.001797 | 0.03436 | 0.020544 | -0.033693 | -0.0454 | Female | 66 | No | No | Disabled | Suburban | College | 1,672,466,400 |
18 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | cd2bd62a-dbbc-4005-a768-8157babe870e | no_churn | 0.22427 | 0 | no_churn | -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 | Male | 49 | No | Yes | Unemployed | Suburban | Doctor | 1,672,466,400 |
35 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 40149f39-9bce-439d-afe7-0856f67d8b2f | no_churn | 0.027145 | 0 | no_churn | -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 | Female | 49 | No | No | Unemployed | Rural | High School or Below | 1,672,466,400 |
58 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 85caf884-0ee6-4424-aff4-71846aeade1d | no_churn | 0.014669 | 0 | no_churn | -0.049244 | -0.00302 | -0.001486 | -0.031408 | 0.008872 | -0.10757 | -0.034483 | -0.050688 | Female | 71 | No | Yes | Unemployed | Suburban | College | 1,672,466,400 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 20d8ae5c-075b-4b16-950e-094f212fcb79 | no_churn | 0.001877 | 0 | no_churn | -0.088546 | -0.003852 | -0.000792 | -0.027589 | 0.003078 | -0.108256 | -0.016707 | -0.026362 | Female | 70 | No | No | Unemployed | Urban | Bachelor | 1,672,466,400 |
41 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 2dee2959-2533-46eb-94f3-a9e2f8c71a13 | no_churn | 0.010508 | 0 | no_churn | -0.028505 | -0.005768 | -0.015328 | -0.051172 | 0.012783 | -0.119789 | -0.022702 | -0.038545 | Male | 61 | No | Yes | Disabled | Rural | College | 1,672,466,400 |
23 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | c87e3b66-5012-4831-b2fb-4cc49a1bc9dd | no_churn | 0.021717 | 0 | no_churn | -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 | Male | 24 | No | No | Employed | Suburban | College | 1,672,466,400 |
10 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | dab35838-56c7-4e14-a818-4ca03bdab623 | no_churn | 0.055284 | 0 | no_churn | -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 | Male | 60 | No | No | Employed | Suburban | College | 1,672,466,400 |
10 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 193601f4-6568-4e98-af39-2bec7ecf2d5f | no_churn | 0.274868 | 0 | no_churn | -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 | Female | 70 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,672,466,400 |
3 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2c516dd6-aba6-4cdf-abe0-2ed0e9c83004 | no_churn | 0.365926 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Male | 79 | Yes | No | Unemployed | Suburban | Bachelor | 1,672,466,400 |
26 | Yes | No | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 6ea6a61f-ccfc-4642-a98f-e048fb3d9881 | no_churn | 0.080046 | 0 | no_churn | -0.062388 | -0.004463 | -0.02695 | -0.025571 | 0.008913 | -0.076535 | -0.039477 | -0.042555 | Male | 79 | Yes | No | Unemployed | Urban | High School or Below | 1,672,466,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 02f38abb-075f-4342-bb9f-62dca31f3ede | no_churn | 0.369347 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 63 | Yes | Yes | Disabled | Suburban | Bachelor | 1,672,466,400 |
6 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 7e4ca275-ed3d-4434-9188-c63c8045ed4d | no_churn | 0.091919 | 0 | no_churn | 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 | Female | 20 | Yes | No | Employed | Suburban | College | 1,672,466,400 |
39 | Yes | No | Medium Speed | Web_Chat_Support | One year | 0hrs | Disabled | 3488b373-79d0-4f65-af31-be71790c0641 | no_churn | 0.089947 | 0 | no_churn | 0.000076 | -0.002036 | 0.022154 | -0.051187 | 0.02875 | -0.056762 | -0.022093 | -0.037927 | Female | 66 | No | Yes | Employed | Suburban | College | 1,672,466,400 |
18 | Yes | Yes | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 3811777b-b8ce-4b34-a5cc-a781205c3d22 | no_churn | 0.010065 | 0 | no_churn | -0.024222 | -0.006099 | 0.010577 | -0.018545 | 0.00772 | -0.14667 | -0.04498 | -0.046809 | Male | 47 | No | Yes | Unemployed | Suburban | College | 1,672,466,400 |
28 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 43447efc-b5a3-4065-82db-0a4171ba2cd4 | no_churn | 0.063047 | 0 | no_churn | -0.16803 | -0.01051 | 0.011354 | -0.054547 | 0.028343 | 0.048391 | -0.050873 | -0.073154 | Female | 39 | Yes | No | Medical Leave | Suburban | Bachelor | 1,672,466,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 41c3f455-2568-43e5-9850-d1eb88d5d1be | no_churn | 0.019103 | 0 | no_churn | 0.094941 | -0.005609 | -0.019713 | -0.046951 | 0.011647 | -0.227681 | -0.030498 | -0.040161 | Male | 38 | No | No | Employed | Suburban | College | 1,672,466,400 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fef90ae7-bdb5-440e-afee-ab7942cd5eb5 | churn | 0.549493 | 1 | churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Male | 33 | No | Yes | Unemployed | Suburban | High School or Below | 1,672,466,400 |
13 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 0eef6a51-f816-4ca1-8819-6c0080b0f58d | no_churn | 0.277619 | 0 | no_churn | -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 | Male | 71 | No | No | Employed | Suburban | High School or Below | 1,672,466,400 |
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