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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5cdcebae-4bb2-41e0-ad64-5dfe519bdf7f | no_churn | 0.223923 | 0 | no_churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Male | 24 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
64 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 15e971a5-fdef-47ed-858a-5ac8bffd299e | no_churn | 0.083295 | 0 | no_churn | -0.174489 | -0.00229 | 0.010109 | 0.005727 | 0.015796 | -0.14363 | 0.014062 | 0.02569 | Female | 57 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 780287cb-9ba2-42bb-a63d-4da22f0e65bb | no_churn | 0.016714 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 73 | No | No | Retired | Rural | Bachelor | 1,671,688,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d887a7ff-4c77-4d27-a794-549c8b7ca9c1 | churn | 0.773976 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Male | 46 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
57 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 489a1916-24ae-4eb8-a180-f26c74cefda4 | no_churn | 0.032755 | 0 | no_churn | -0.026424 | -0.003082 | 0.002696 | -0.049914 | 0.016533 | -0.122605 | -0.036948 | -0.049282 | Male | 38 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
24 | Yes | Yes | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 78a90cf6-865b-4fc1-823b-36e54e70244e | no_churn | 0.066267 | 0 | no_churn | -0.082188 | -0.004097 | 0.014463 | -0.049968 | -0.034712 | -0.070029 | -0.018103 | -0.024392 | Male | 33 | No | Yes | Unemployed | Urban | College | 1,671,688,800 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 32400f6f-fdd6-4cfa-ac5f-0a8c31c7c11e | no_churn | 0.086333 | 0 | no_churn | 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 | Female | 43 | Yes | No | Unemployed | Suburban | College | 1,671,688,800 |
14 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 9a683ce1-5052-4acd-b28b-a4a323cbe1c5 | no_churn | 0.077255 | 0 | no_churn | -0.018983 | -0.007168 | -0.015551 | 0.018069 | -0.014305 | 0.064894 | -0.022685 | -0.035939 | Male | 60 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 527b75e7-7fca-497e-a781-ec6933908d01 | no_churn | 0.014148 | 0 | no_churn | -0.011701 | -0.00394 | 0.009863 | -0.024807 | 0.019744 | -0.190122 | -0.026881 | -0.031182 | Male | 78 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
42 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ea5a0a4b-d582-4fd7-b2e8-4f55cc99ed5a | no_churn | 0.401322 | 0 | no_churn | 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 | Male | 80 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5ca56eaa-162f-40fb-9c18-38b5b6162326 | no_churn | 0.145601 | 0 | no_churn | 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 | Male | 77 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
50 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | 562ab0dc-3268-47a4-9dda-4a3c8927915f | no_churn | 0.112963 | 0 | no_churn | -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 | Female | 54 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
37 | Yes | Yes | High Speed | Phone_Support | One year | 0hrs | Disabled | 86a4ab66-cb82-4823-a3c6-aa3c61181488 | no_churn | 0.050857 | 0 | no_churn | -0.057051 | -0.007202 | 0.014593 | -0.019147 | 0.015016 | -0.139792 | -0.017882 | -0.052106 | Female | 56 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
20 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 06b53c74-159b-499e-93bc-38f24d9ba1c1 | no_churn | 0.354949 | 0 | no_churn | -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 | Male | 66 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
12 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | f08febb9-3ecc-42bc-b737-d0dc7d2d5f41 | churn | 0.495376 | 1 | churn | -0.014629 | 0.011823 | -0.006258 | -0.06533 | -0.146308 | 0.06121 | 0.017101 | 0.033364 | Female | 54 | No | Yes | Unemployed | Urban | College | 1,671,688,800 |
67 | Yes | No | Fiber optic | In_Store_Support | Two year | <80hrs | Active | b5e7b53c-21e3-44ab-83cc-cf73dffbd6ac | no_churn | 0.099605 | 0 | no_churn | -0.080657 | -0.002516 | -0.103492 | 0.053083 | -0.004737 | -0.103723 | 0.050719 | 0.032297 | Male | 77 | No | No | Employed | Rural | Master | 1,671,688,800 |
57 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | f7b1b0c5-1579-47fe-821b-1ac6b69ff01f | no_churn | 0.032755 | 0 | no_churn | -0.026424 | -0.003082 | 0.002696 | -0.049914 | 0.016533 | -0.122605 | -0.036948 | -0.049282 | Male | 34 | Yes | No | Employed | Suburban | Bachelor | 1,671,688,800 |
57 | Yes | No | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 647bfb24-d725-4672-a350-f0d120188a41 | no_churn | 0.036975 | 0 | no_churn | -0.048147 | -0.002461 | 0.005312 | -0.023588 | -0.0119 | -0.077906 | -0.045872 | -0.054463 | Male | 39 | No | No | Unemployed | Suburban | College | 1,671,688,800 |
38 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ecd50b85-6342-411a-8104-4e1ed3336dd6 | churn | 0.184207 | 1 | churn | -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 | Female | 79 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
11 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | d34fb86e-ac60-4abe-babe-8ee3a8e26e2c | churn | 0.814682 | 1 | churn | -0.017956 | -0.003374 | 0.036092 | 0.100458 | -0.152403 | 0.073895 | -0.036453 | -0.029564 | Female | 62 | Yes | No | Employed | Rural | Bachelor | 1,671,688,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | b3ace09b-96d5-45d3-9bd3-3a608efcf086 | no_churn | 0.621171 | 0 | no_churn | 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 | Female | 42 | No | No | Employed | Suburban | Bachelor | 1,671,688,800 |
32 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | e6edd44d-e4f5-4a95-b822-047158ced7de | churn | 0.352623 | 1 | churn | -0.098415 | -0.002273 | 0.074412 | 0.000222 | -0.025938 | 0.085086 | -0.032138 | 0.017768 | Female | 69 | No | No | Medical Leave | Suburban | College | 1,671,688,800 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 5ad07ab6-0060-4887-ba30-ba2d52593fcc | churn | 0.775758 | 1 | churn | 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 | Female | 39 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,688,800 |
12 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | d5795f38-9dc3-460d-89a7-81473b80ee12 | no_churn | 0.130379 | 0 | no_churn | -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 | Female | 56 | No | Yes | Unemployed | Suburban | Master | 1,671,688,800 |
69 | No | No phone service | High Speed | Phone_Support | Two year | 0hrs | Disabled | 36650002-2be3-469f-ac69-e7d7935de611 | no_churn | 0.013982 | 0 | no_churn | -0.089366 | 0.008464 | -0.003883 | -0.014955 | 0.003122 | -0.135179 | -0.016312 | -0.020917 | Female | 63 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
19 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 27c4178e-c174-4c65-bf55-59a3c3471570 | no_churn | 0.232853 | 0 | no_churn | -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 | Female | 30 | No | Yes | Employed | Rural | Master | 1,671,688,800 |
60 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 34755f9f-e49c-476a-9d98-d4439f4c4252 | no_churn | 0.103001 | 0 | no_churn | -0.114806 | -0.001284 | 0.017184 | 0.044024 | 0.099153 | 0.07156 | 0.137728 | 0.047415 | Male | 78 | No | Yes | Medical Leave | Suburban | Bachelor | 1,671,688,800 |
29 | Yes | Yes | Low Speed | Phone_Support | Two year | 0hrs | Disabled | bbd95473-1754-4c18-b338-a22f14880c7c | no_churn | 0.007525 | 0 | no_churn | -0.024132 | -0.005062 | -0.008484 | -0.021672 | 0.022825 | -0.130719 | -0.043028 | -0.038753 | Male | 52 | No | Yes | Employed | Rural | Bachelor | 1,671,688,800 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | b3574abe-fd73-42e1-aa30-31087d8449ae | no_churn | 0.614814 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 37 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
72 | Yes | No | Fiber optic | In_Store_Support | Two year | 100hrs+ | Active | 34f70a0a-d1c6-4616-87e3-719e15f7981c | no_churn | 0.021602 | 0 | no_churn | -0.126317 | -0.003491 | -0.017199 | 0.026936 | -0.029852 | -0.150246 | 0.009787 | 0.021355 | Female | 62 | Yes | Yes | Employed | Suburban | College | 1,671,688,800 |
40 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5ebbda5c-771c-4f5f-b374-1221c13f3005 | no_churn | 0.462791 | 0 | no_churn | -0.205289 | -0.012272 | -0.050849 | -0.030136 | 0.047916 | 0.023383 | 0.01892 | 0.044824 | Male | 64 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
11 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | f8b672b4-9507-4cb4-8a69-d2814f152f40 | no_churn | 0.367603 | 0 | no_churn | 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 | Male | 39 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,688,800 |
61 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 7991b004-018d-4635-8647-f23340673b34 | no_churn | 0.093133 | 0 | no_churn | -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 | Male | 41 | Yes | Yes | Employed | Urban | College | 1,671,688,800 |
33 | Yes | No | Fiber optic | Phone_Support | One year | <50hrs | Active | 460f1e3a-260f-4351-82dc-460f3fb618e1 | churn | 0.313303 | 1 | churn | 0.030964 | 0.000258 | 0.022296 | -0.008968 | -0.033745 | 0.007784 | -0.023787 | 0.006171 | Female | 23 | Yes | Yes | Medical Leave | Suburban | High School or Below | 1,671,688,800 |
72 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 12d0e9a7-078a-464d-81b0-7be28a808cf7 | no_churn | 0.114758 | 0 | no_churn | -0.157279 | -0.002152 | -0.029254 | 0.008595 | 0.030829 | -0.08627 | 0.02459 | 0.051914 | Female | 34 | No | Yes | Employed | Rural | College | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7349d80a-54f4-499d-adc5-1c6b949fac21 | no_churn | 0.076514 | 0 | no_churn | 0.007438 | -0.002083 | 0.067188 | -0.007373 | 0.09178 | 0.101813 | -0.031843 | -0.005898 | Female | 63 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
67 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <50hrs | Active | b82f92c2-8332-480b-8ef1-5324394a02c0 | no_churn | 0.241217 | 0 | no_churn | -0.114245 | -0.001906 | 0.011655 | -0.050194 | -0.040708 | -0.090504 | 0.004955 | 0.011921 | Female | 26 | No | No | Employed | Suburban | High School or Below | 1,671,688,800 |
50 | Yes | No | Low Speed | Phone_Support | One year | <50hrs | Active | 24e02e1f-ee00-4ceb-9941-36542c633f7e | no_churn | 0.112963 | 0 | no_churn | -0.116316 | -0.002582 | -0.020982 | -0.027196 | 0.021591 | -0.130295 | 0.021541 | 0.045213 | Female | 54 | No | Yes | Employed | Suburban | College | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | ad723f1d-71e0-4745-89d5-4544528611d5 | no_churn | 0.010934 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 69 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
11 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | eb7f96b9-5674-419a-9e17-3383c65c57e7 | churn | 0.860834 | 1 | churn | 0.195451 | -0.002399 | 0.049388 | 0.046396 | 0.076286 | 0.164607 | 0.12071 | 0.080535 | Female | 30 | Yes | Yes | Employed | Rural | College | 1,671,688,800 |
2 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a51dc2ad-d28b-4b48-a162-b97a9907ebf0 | no_churn | 0.249164 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 45 | No | No | Employed | Suburban | College | 1,671,688,800 |
47 | Yes | No | Low Speed | Web_Chat_Support | Two year | 0hrs | Disabled | 4bdcc19c-538c-4812-b870-6d4049c9ed9b | no_churn | 0.009796 | 0 | no_churn | -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 | Male | 35 | No | No | Employed | Urban | College | 1,671,688,800 |
37 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e2f385a9-fec3-4759-8eca-1d1661ac5a9e | no_churn | 0.038968 | 0 | no_churn | -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 | Male | 61 | Yes | Yes | Unemployed | Rural | Bachelor | 1,671,688,800 |
60 | Yes | No | High Speed | In_Store_Support | One year | <80hrs | Active | 0cbe9ffc-6293-45f7-a8c9-a2a5f53c76db | no_churn | 0.031723 | 0 | no_churn | -0.084639 | -0.006132 | -0.008145 | -0.04164 | -0.046499 | -0.075516 | 0.023588 | 0.029958 | Female | 61 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
31 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 8d3d4e38-267b-4fcb-b93f-96bc59cb02df | no_churn | 0.049411 | 0 | no_churn | -0.066243 | -0.008273 | -0.039115 | -0.060907 | -0.085675 | 0.05607 | -0.020503 | -0.044379 | Male | 75 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,688,800 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 28850467-1431-406a-aef9-08d2d87c994a | no_churn | 0.223923 | 0 | no_churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Male | 67 | No | No | Employed | Suburban | Master | 1,671,688,800 |
36 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | fc346fa3-793d-49d6-a974-5642503ccad7 | churn | 0.612274 | 1 | churn | -0.063067 | -0.003794 | 0.095198 | 0.079637 | 0.079323 | 0.093877 | -0.006878 | 0.018361 | Female | 75 | Yes | No | Medical Leave | Suburban | High School or Below | 1,671,688,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 94b6090e-0930-44e9-884a-02afd2ef6d93 | no_churn | 0.621171 | 0 | no_churn | 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 | Female | 56 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 1af6559e-af0a-4d00-9ae4-640ba1cbd1b9 | churn | 0.812514 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Female | 32 | No | No | Employed | Rural | Bachelor | 1,671,688,800 |
50 | Yes | No | Fiber optic | In_Store_Support | Two year | <80hrs | Active | e129dbec-2858-49e4-915c-313e0fafdb91 | no_churn | 0.048585 | 0 | no_churn | -0.096079 | -0.003655 | -0.051997 | 0.04278 | -0.072096 | -0.122142 | 0.023308 | 0.010856 | Female | 56 | Yes | Yes | Employed | Urban | Bachelor | 1,671,688,800 |
56 | Yes | Yes | Medium Speed | Phone_Support | One year | <80hrs | Active | 27a06341-c6cb-4d26-a3ce-e6c41d056ed3 | no_churn | 0.103073 | 0 | no_churn | 0.10589 | 0.000777 | 0.014447 | 0.061556 | 0.153516 | 0.03745 | 0.17584 | 0.091497 | Male | 67 | No | No | Employed | Suburban | College | 1,671,688,800 |
26 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | eb536294-293e-46f7-9d2c-427ef2a148f9 | no_churn | 0.051305 | 0 | no_churn | -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 | Male | 53 | No | No | Medical Leave | Suburban | Bachelor | 1,671,688,800 |
10 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 0371b110-8fc1-4810-927e-52609f42e30c | no_churn | 0.086333 | 0 | no_churn | 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 | Female | 42 | Yes | No | Employed | Suburban | High School or Below | 1,671,688,800 |
4 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | afd8042d-29d1-41f7-bc0c-e6a1a8551fe1 | churn | 0.658473 | 1 | churn | 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 | Male | 54 | Yes | Yes | Employed | Suburban | College | 1,671,688,800 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 003a920a-f2ce-46fb-a511-e2fd0c58ed48 | no_churn | 0.614814 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 29 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | 874742fb-07f5-4eb0-810f-225187db6f99 | churn | 0.004994 | 0 | no_churn | -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 | Female | 76 | No | No | Employed | Suburban | College | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2a660ca0-5e02-49e0-8519-f32ea597d692 | churn | 0.708104 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Male | 54 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
72 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 7eeb01a4-39d1-4ff1-b2a3-d2198cd419f0 | no_churn | 0.029108 | 0 | no_churn | -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 | Female | 57 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
5 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | aba7b364-7c82-43e5-b76f-ec9db9c66b68 | churn | 0.274168 | 1 | churn | 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 | Male | 64 | Yes | No | Unemployed | Suburban | College | 1,671,688,800 |
71 | Yes | Yes | High Speed | In_Store_Support | One year | <80hrs | Active | 6bc007e1-70ff-4b7d-b19f-a4c560384f97 | no_churn | 0.052233 | 0 | no_churn | -0.119982 | -0.00402 | 0.00514 | -0.006464 | -0.016614 | -0.064633 | 0.005921 | 0.041627 | Male | 22 | No | Yes | Employed | Urban | College | 1,671,688,800 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 2086756c-d458-43a5-9dd5-b4d00f9ffdd3 | no_churn | 0.614814 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 56 | Yes | Yes | Disabled | Suburban | High School or Below | 1,671,688,800 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | 778429e6-9eba-4bb0-92a8-88e02c0f779b | churn | 0.004994 | 0 | no_churn | -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 | Female | 69 | No | No | Unemployed | Suburban | College | 1,671,688,800 |
71 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5e163d79-58e8-4ac1-8bcc-f536eedc27a2 | churn | 0.0582 | 0 | no_churn | -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 | Male | 59 | No | No | Employed | Suburban | Master | 1,671,688,800 |
72 | Yes | Yes | Low Speed | In_Store_Support | Two year | 100hrs+ | Active | edf81c46-4d00-43dd-b818-a3d883b529c7 | no_churn | 0.004994 | 0 | no_churn | -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 | Male | 56 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 8df3567c-569f-4e48-ae05-8079f91a47bc | no_churn | 0.621171 | 0 | no_churn | 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 | Female | 49 | No | Yes | Employed | Suburban | Master | 1,671,688,800 |
8 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | fadce806-bd93-4dd8-857d-b9edac495dfb | no_churn | 0.010162 | 0 | no_churn | 0.018492 | -0.005406 | -0.009643 | -0.030451 | 0.017852 | -0.188041 | -0.032872 | -0.038958 | Female | 74 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
19 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | e2be2f29-6545-42d9-8676-25f82ee1b7c3 | no_churn | 0.106532 | 0 | no_churn | 0.013483 | -0.003752 | -0.034185 | 0.01759 | 0.007371 | -0.15245 | -0.020584 | -0.020833 | Female | 72 | Yes | No | Unemployed | Urban | Bachelor | 1,671,688,800 |
14 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 23437ff4-3551-45f5-bf4f-d344e8cf207f | no_churn | 0.295385 | 0 | no_churn | -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 | Female | 23 | No | No | Employed | Rural | Doctor | 1,671,688,800 |
5 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 340414c5-cd54-4fb5-8855-b14597f30e30 | no_churn | 0.439593 | 0 | no_churn | 0.197811 | -0.012486 | 0.116927 | 0.031746 | -0.02256 | 0.109993 | -0.024301 | -0.009584 | Female | 63 | Yes | No | Employed | Rural | High School or Below | 1,671,688,800 |
3 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | abed7a2d-16ab-44e3-9a61-6cfb3181b319 | churn | 0.812514 | 1 | churn | 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 | Female | 57 | No | No | Employed | Suburban | Master | 1,671,688,800 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | da41f816-0d89-481f-a58d-20680d144b28 | no_churn | 0.292214 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 56 | Yes | No | Disabled | Urban | Master | 1,671,688,800 |
13 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 97f014ea-217d-491d-ae48-55297cc164fd | no_churn | 0.232522 | 0 | no_churn | -0.061374 | -0.011527 | -0.043772 | -0.042389 | -0.049998 | 0.042731 | -0.030523 | -0.037173 | Male | 54 | No | No | Employed | Rural | Bachelor | 1,671,688,800 |
21 | No | No phone service | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | ffa99e91-2e1b-4a57-9290-fb8d9a8e48ca | no_churn | 0.127127 | 0 | no_churn | -0.143113 | 0.030375 | 0.007533 | -0.051003 | 0.012397 | 0.055953 | -0.048424 | -0.052744 | Male | 73 | No | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
49 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | <80hrs | Active | e96e160c-11ed-410f-9954-8f4db027cd0d | no_churn | 0.191717 | 0 | no_churn | -0.033047 | -0.003896 | 0.056752 | -0.03598 | -0.031065 | -0.207069 | -0.018612 | 0.063891 | Female | 47 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,688,800 |
6 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | ab43f7f6-945f-44bc-a195-848dec6245a4 | no_churn | 0.417968 | 0 | no_churn | 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 | Female | 41 | Yes | Yes | Disabled | Suburban | Bachelor | 1,671,688,800 |
24 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 015c2d83-0518-43f0-ad4c-361f90a843a4 | churn | 0.722654 | 1 | churn | 0.071063 | -0.002448 | 0.075384 | 0.044057 | 0.049789 | 0.142974 | 0.118072 | 0.082992 | Male | 63 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
56 | Yes | Yes | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | e2f1e310-250b-4c5e-8065-2b8d304ee8af | no_churn | 0.110508 | 0 | no_churn | -0.049081 | -0.004439 | -0.019843 | -0.047831 | 0.022635 | -0.105128 | -0.023235 | -0.022104 | Female | 21 | No | No | Employed | Suburban | College | 1,671,688,800 |
24 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | bd6850c1-9112-4ed7-81a9-2a47181687b5 | churn | 0.722654 | 1 | churn | 0.071063 | -0.002448 | 0.075384 | 0.044057 | 0.049789 | 0.142974 | 0.118072 | 0.082992 | Female | 31 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
16 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | eb9ac6ab-3f5c-493e-8d99-92064a357615 | no_churn | 0.053539 | 0 | no_churn | 0.009115 | -0.004192 | -0.030909 | -0.016301 | -0.031971 | -0.143702 | -0.022294 | -0.028773 | Female | 25 | No | Yes | Unemployed | Urban | Bachelor | 1,671,688,800 |
12 | No | No phone service | High Speed | Phone_Support | One year | 0hrs | Disabled | c6a31f85-b803-4642-bd3f-30aff4c856fb | no_churn | 0.130379 | 0 | no_churn | -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 | Male | 51 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
5 | No | No phone service | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e80dde36-deac-41cf-8b3b-bc15a24518ef | churn | 0.274168 | 1 | churn | 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 | Male | 38 | No | Yes | Employed | Suburban | High School or Below | 1,671,688,800 |
1 | No | No phone service | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 48ccfd1f-1b2f-4e7a-aed7-7a8630a72d76 | churn | 0.782338 | 1 | churn | 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 | Female | 57 | No | Yes | Unemployed | Suburban | College | 1,671,688,800 |
42 | Yes | Yes | High Speed | Phone_Support | Two year | 0hrs | Disabled | 9727d88b-eb81-4730-80e7-757650443efe | no_churn | 0.014148 | 0 | no_churn | -0.011701 | -0.00394 | 0.009863 | -0.024807 | 0.019744 | -0.190122 | -0.026881 | -0.031182 | Male | 31 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,688,800 |
14 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e8cb4dac-5411-42ee-ab43-b04e170a38f7 | no_churn | 0.077255 | 0 | no_churn | -0.018983 | -0.007168 | -0.015551 | 0.018069 | -0.014305 | 0.064894 | -0.022685 | -0.035939 | Female | 35 | Yes | No | Disabled | Urban | College | 1,671,688,800 |
71 | Yes | Yes | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 8f4f2cad-a9a8-47c9-af66-c797628d762d | no_churn | 0.002468 | 0 | no_churn | -0.075988 | -0.003154 | -0.001914 | -0.033141 | 0.004669 | -0.116725 | -0.018831 | -0.023941 | Male | 43 | Yes | Yes | Employed | Rural | High School or Below | 1,671,688,800 |
17 | Yes | No | High Speed | In_Store_Support | Month-to-month | <50hrs | Active | ac5712ed-2987-4592-9fa8-6bcdd0c3fde1 | no_churn | 0.138541 | 0 | no_churn | 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 | Male | 75 | No | Yes | Employed | Urban | Bachelor | 1,671,688,800 |
69 | Yes | Yes | High Speed | Phone_Support | Two year | 100hrs+ | Active | 3c6c641c-3b0e-4e7e-a86f-de4ea5baf5b9 | no_churn | 0.094773 | 0 | no_churn | -0.086236 | -0.001895 | 0.006992 | -0.016214 | -0.001034 | -0.257335 | 0.037732 | 0.048964 | Male | 23 | No | Yes | Employed | Rural | College | 1,671,688,800 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | caeb4f76-55a5-48b5-addd-34b5bf3be7c9 | churn | 0.732931 | 1 | churn | 0.283015 | 0.138929 | 0.063009 | 0.000531 | -0.038983 | 0.160276 | 0.026638 | 0.053058 | Male | 38 | No | No | Medical Leave | Rural | Bachelor | 1,671,688,800 |
42 | Yes | No | Medium Speed | Phone_Support | Two year | <50hrs | Active | cbe3b610-7365-4876-ae4e-181a0a49d453 | no_churn | 0.058331 | 0 | no_churn | -0.002427 | -0.001426 | -0.00569 | 0.00365 | 0.071681 | -0.141752 | -0.002501 | 0.049438 | Female | 61 | No | No | Employed | Suburban | College | 1,671,688,800 |
47 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 7024ebfc-f0db-4c2c-a23e-23576200cf46 | no_churn | 0.549882 | 0 | no_churn | -0.119966 | -0.003263 | -0.045954 | -0.073676 | 0.058929 | 0.03497 | -0.007873 | 0.017808 | Male | 44 | No | No | Employed | Suburban | College | 1,671,688,800 |
1 | Yes | No | Medium Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | b45b4218-0d9a-44c1-b14b-5097eae5c5a7 | churn | 0.880348 | 1 | churn | 0.147978 | -0.005054 | -0.06619 | -0.0369 | 0.069485 | 0.121387 | 0.024629 | 0.078972 | Female | 57 | Yes | No | Employed | Rural | College | 1,671,688,800 |
33 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | c2fa6d01-1164-4dd2-ab11-9caeedbc6683 | no_churn | 0.035042 | 0 | no_churn | -0.108957 | -0.005929 | -0.049956 | -0.079534 | 0.021578 | 0.028969 | -0.028539 | -0.046657 | Female | 32 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
69 | Yes | Yes | High Speed | Phone_Support | Two year | <50hrs | Active | 83e5ff25-4fda-4641-952f-2449416771aa | no_churn | 0.013278 | 0 | no_churn | -0.060858 | -0.001782 | 0.026255 | -0.03185 | 0.033115 | -0.254322 | 0.059401 | 0.051016 | Male | 39 | No | No | Employed | Suburban | College | 1,671,688,800 |
58 | No | No phone service | High Speed | In_Store_Support | One year | 0hrs | Disabled | b465f7f9-652c-420c-aa2e-fed71116f013 | no_churn | 0.029393 | 0 | no_churn | -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 | Female | 21 | Yes | Yes | Employed | Urban | High School or Below | 1,671,688,800 |
1 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 364efd8e-2835-4253-9a6a-eafd9f58ea46 | churn | 0.732931 | 1 | churn | 0.283015 | 0.138929 | 0.063009 | 0.000531 | -0.038983 | 0.160276 | 0.026638 | 0.053058 | Male | 73 | No | No | Unemployed | Suburban | High School or Below | 1,671,688,800 |
5 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 186712ab-f05f-427c-9f0f-07570996fb07 | no_churn | 0.439593 | 0 | no_churn | 0.197811 | -0.012486 | 0.116927 | 0.031746 | -0.02256 | 0.109993 | -0.024301 | -0.009584 | Female | 61 | Yes | No | Employed | Suburban | Bachelor | 1,671,688,800 |
72 | Yes | Yes | Fiber optic | Phone_Support | Two year | <80hrs | Active | 843366d8-9890-4492-8577-450e77609625 | no_churn | 0.016714 | 0 | no_churn | -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 | Female | 65 | No | No | Unemployed | Urban | Bachelor | 1,671,688,800 |
25 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 81569291-50fb-4785-a4f4-cefbc9dacfff | no_churn | 0.356552 | 0 | no_churn | -0.106566 | -0.007034 | -0.095858 | -0.04743 | -0.071607 | 0.047636 | 0.028939 | 0.031607 | Female | 26 | Yes | No | Employed | Suburban | College | 1,671,688,800 |
13 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | f787f241-a2d5-41fd-b6fc-8d7dba3f609a | churn | 0.715384 | 1 | churn | 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 | Female | 78 | No | No | Employed | Rural | High School or Below | 1,671,688,800 |
22 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 1cca212b-8b4c-4aec-9f03-d40f9e23e639 | no_churn | 0.441483 | 0 | no_churn | -0.141658 | -0.002888 | -0.066533 | -0.079243 | -0.058169 | 0.062238 | -0.004123 | 0.03135 | Male | 48 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,688,800 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.