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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | 2a5e070e-e74a-4389-855f-d634bfce7109 | no_churn | 0.016473 | 0 | no_churn | -0.056553 | -0.002906 | -0.016187 | -0.015503 | 0.001747 | -0.124478 | -0.02171 | -0.033437 | Male | 20 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
29 | Yes | No | Fiber optic | Phone_Support | Month-to-month | 100hrs+ | Active | 417692ed-cf17-4d50-a8a9-4cd29e1d3115 | no_churn | 0.35116 | 0 | no_churn | -0.121865 | -0.005039 | -0.077926 | -0.053209 | 0.037712 | 0.051531 | -0.019256 | -0.024308 | Female | 64 | Yes | No | Unemployed | Suburban | College | 1,671,343,200 |
42 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | d623b8f9-54ed-4f5f-bf8c-80219ec75249 | churn | 0.517907 | 1 | churn | 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 | Female | 57 | No | No | Employed | Urban | Bachelor | 1,671,343,200 |
59 | Yes | No | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | ccadb6eb-f4e1-41b8-a4ea-61e0614087c7 | no_churn | 0.061943 | 0 | no_churn | -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 | Female | 77 | Yes | Yes | Unemployed | Rural | High School or Below | 1,671,343,200 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 71738117-3a52-44b1-941b-0c0cf9cbe29b | no_churn | 0.545175 | 0 | no_churn | 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 | Female | 50 | No | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
5 | Yes | No | Fiber optic | In_Store_Support | Month-to-month | 0hrs | Disabled | f01d70e5-fd19-4edd-8ce6-05b140a5c136 | churn | 0.699851 | 1 | churn | 0.026585 | -0.010039 | -0.069926 | 0.058021 | -0.158469 | 0.051783 | -0.040961 | -0.049354 | Female | 46 | No | No | Medical Leave | Suburban | College | 1,671,343,200 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | a6a19a4c-3866-4e63-a0ec-9b0a64a6c9f7 | no_churn | 0.20912 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 46 | Yes | No | Employed | Urban | Bachelor | 1,671,343,200 |
3 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | e69560d4-c885-4022-9376-3f25c02d6094 | churn | 0.474186 | 1 | churn | 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 | Female | 61 | No | No | Unemployed | Suburban | Bachelor | 1,671,343,200 |
8 | Yes | Yes | Low Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 74a39d16-456e-42f1-8457-7c826669aafb | no_churn | 0.710769 | 0 | no_churn | 0.136402 | -0.000876 | 0.036771 | -0.002397 | 0.096391 | 0.162652 | 0.159346 | 0.142684 | Male | 58 | Yes | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
59 | Yes | No | Fiber optic | Web_Chat_Support | One year | 0hrs | Disabled | 33363823-f50b-4663-bbdd-d9bad04396ac | no_churn | 0.061943 | 0 | no_churn | -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 | Female | 80 | No | No | Disabled | Suburban | High School or Below | 1,671,343,200 |
34 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 98ddf73e-dfc5-4c4c-a4ef-74b6e2dca63f | churn | 0.302851 | 1 | churn | 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 | Male | 64 | No | Yes | Unemployed | Suburban | College | 1,671,343,200 |
42 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | 3787f0e2-add3-4146-94e0-4d1173a1d764 | churn | 0.517907 | 1 | churn | 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 | Female | 49 | Yes | Yes | Unemployed | Suburban | College | 1,671,343,200 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 09b59d29-609f-458b-9915-784213aab7cb | no_churn | 0.552754 | 0 | no_churn | 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 | Male | 36 | No | No | Unemployed | Suburban | Master | 1,671,343,200 |
1 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 5837b77c-e893-43b2-9486-899dbe58c6b8 | no_churn | 0.175543 | 0 | no_churn | 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 | Female | 39 | No | No | Employed | Suburban | High School or Below | 1,671,343,200 |
12 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 5dafe217-c554-4d96-ab2a-068b59509ed3 | churn | 0.70797 | 1 | churn | 0.02548 | -0.002215 | 0.102443 | -0.003895 | 0.03161 | 0.114669 | 0.009265 | 0.03559 | Female | 70 | No | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
66 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5133ac9c-4438-44db-9949-58000c7194ba | churn | 0.512139 | 0 | no_churn | -0.019915 | -0.000896 | 0.026765 | 0.039812 | 0.119141 | 0.087806 | 0.063137 | 0.066353 | Male | 28 | Yes | No | Employed | Suburban | High School or Below | 1,671,343,200 |
35 | Yes | No | Low Speed | In_Store_Support | One year | 100hrs+ | Active | 1f0fff5f-91cc-4593-b50d-899fccae0361 | churn | 0.30658 | 0 | no_churn | -0.023039 | -0.00137 | -0.038386 | 0.038839 | -0.026496 | 0.015219 | 0.055758 | 0.07045 | Female | 38 | Yes | No | Employed | Suburban | High School or Below | 1,671,343,200 |
49 | Yes | No | Fiber optic | In_Store_Support | One year | 100hrs+ | Active | fff92b5f-8f42-4438-b936-d34e6034b1bc | no_churn | 0.210896 | 0 | no_churn | -0.130761 | -0.00323 | -0.095219 | 0.042494 | -0.053695 | -0.050978 | 0.028261 | 0.044102 | Male | 22 | No | No | Unemployed | Suburban | College | 1,671,343,200 |
12 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 8a5e6909-6214-4784-972d-5d637dc67ce0 | no_churn | 0.088052 | 0 | no_churn | 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 | Female | 73 | Yes | Yes | Employed | Urban | College | 1,671,343,200 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | fef06c08-bbe0-4540-a152-54f8fa25dd64 | no_churn | 0.472272 | 0 | no_churn | -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 | Female | 22 | No | No | Unemployed | Suburban | Bachelor | 1,671,343,200 |
26 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d4d65906-899e-4b06-b096-f654ba066819 | no_churn | 0.472272 | 0 | no_churn | -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 | Male | 24 | No | Yes | Employed | Urban | College | 1,671,343,200 |
13 | Yes | No | Medium Speed | Phone_Support | Two year | 0hrs | Disabled | 5f85fd0a-41a7-4d4c-9b51-45125832fa7b | no_churn | 0.010162 | 0 | no_churn | -0.018804 | -0.006178 | -0.010269 | -0.052354 | 0.011594 | -0.115474 | -0.033118 | -0.044422 | Female | 60 | No | Yes | Employed | Suburban | Doctor | 1,671,343,200 |
36 | No | No phone service | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 74b2819c-83e7-4393-a4c7-48a35d125e3f | no_churn | 0.019991 | 0 | no_churn | -0.063752 | 0.019465 | 0.000944 | -0.029612 | -0.04427 | -0.1225 | -0.012798 | -0.016503 | Male | 27 | No | Yes | Medical Leave | Suburban | Master | 1,671,343,200 |
1 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | badbdfef-f802-4225-a238-b96ebae4deff | no_churn | 0.38693 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 65 | No | No | Employed | Suburban | Bachelor | 1,671,343,200 |
70 | No | No phone service | Low Speed | In_Store_Support | Two year | <80hrs | Active | 6c6fc76f-2dec-475c-a8d1-bf69b422bdf9 | no_churn | 0.008997 | 0 | no_churn | -0.09644 | 0.005439 | -0.007461 | -0.018463 | -0.030646 | -0.157642 | 0.011795 | 0.02439 | Female | 31 | No | No | Unemployed | Suburban | High School or Below | 1,671,343,200 |
70 | No | No phone service | Low Speed | In_Store_Support | Two year | <80hrs | Active | 44823981-b25f-465a-8cec-790e2cf2b588 | no_churn | 0.008997 | 0 | no_churn | -0.09644 | 0.005439 | -0.007461 | -0.018463 | -0.030646 | -0.157642 | 0.011795 | 0.02439 | Male | 80 | Yes | Yes | Employed | Suburban | Master | 1,671,343,200 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 250a550d-9242-4035-8cc7-1ff732918a10 | no_churn | 0.347262 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 61 | No | No | Unemployed | Suburban | College | 1,671,343,200 |
47 | Yes | Yes | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 65e3a664-7559-4230-9c0c-c30d4a72d859 | no_churn | 0.021741 | 0 | no_churn | -0.042373 | -0.004028 | -0.00588 | -0.037105 | -0.0326 | -0.109791 | -0.017101 | -0.020148 | Female | 60 | No | Yes | Unemployed | Rural | College | 1,671,343,200 |
7 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 75dfa9e4-0d6e-4697-8a33-c629c953c948 | no_churn | 0.121818 | 0 | no_churn | 0.055046 | -0.014258 | 0.023948 | -0.029597 | -0.003085 | 0.062243 | -0.044803 | -0.037441 | Female | 45 | Yes | No | Unemployed | Suburban | High School or Below | 1,671,343,200 |
33 | No | No phone service | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Active | 8cf88496-d3ad-4936-9287-cb6976fe95ed | no_churn | 0.290819 | 0 | no_churn | -0.127533 | 0.041808 | 0.014086 | -0.05395 | -0.045492 | 0.068141 | 0.015718 | 0.038197 | Male | 53 | No | Yes | Employed | Rural | High School or Below | 1,671,343,200 |
36 | Yes | Yes | High Speed | In_Store_Support | Two year | <50hrs | Active | 0849ad3e-b970-4825-b48d-c4d986498361 | no_churn | 0.22452 | 0 | no_churn | -0.069968 | -0.002959 | 0.011943 | -0.025259 | -0.041137 | -0.207474 | 0.038005 | 0.027822 | Male | 63 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,343,200 |
43 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | 964fde91-4980-4ebb-a652-7602e96e9d6f | no_churn | 0.2145 | 0 | no_churn | -0.120587 | -0.004157 | 0.013686 | -0.043543 | -0.000309 | -0.122142 | -0.025626 | 0.053651 | Male | 49 | No | Yes | Disabled | Urban | Master | 1,671,343,200 |
7 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | ba5193de-42ef-47bd-8562-2bae7b856cef | churn | 0.864276 | 1 | churn | 0.08416 | -0.000614 | 0.110814 | 0.047668 | 0.1379 | 0.133521 | 0.086385 | 0.121141 | Female | 50 | No | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
3 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 0ed95d97-4f8f-4fe3-ba67-b3c9f6d2fcbb | no_churn | 0.523626 | 0 | no_churn | -0.07451 | -0.008221 | -0.072062 | -0.135331 | -0.028461 | 0.049515 | -0.004666 | 0.02471 | Female | 33 | No | Yes | Unemployed | Suburban | College | 1,671,343,200 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 140dba10-2c26-43a8-9f49-417465b963af | no_churn | 0.20912 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Male | 50 | Yes | Yes | Medical Leave | Urban | Bachelor | 1,671,343,200 |
10 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 63c042e2-c3ce-4635-a170-d831593f478c | churn | 0.728551 | 1 | churn | 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 | Female | 48 | No | No | Employed | Suburban | Bachelor | 1,671,343,200 |
54 | Yes | No | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 74d3059d-6ce8-47c9-bf93-8a133f71bca4 | no_churn | 0.083611 | 0 | no_churn | -0.098115 | -0.003899 | -0.029824 | 0.018517 | -0.043318 | -0.058732 | -0.029158 | -0.024497 | Female | 40 | No | Yes | Employed | Rural | High School or Below | 1,671,343,200 |
72 | Yes | Yes | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 6b4216b9-598d-46ac-bbdf-6e3dd2981220 | no_churn | 0.002295 | 0 | no_churn | -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 | Male | 68 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,343,200 |
44 | No | No phone service | High Speed | In_Store_Support | One year | <80hrs | Active | 9478dc6a-de57-4fe5-a690-2372e70fe90d | no_churn | 0.193489 | 0 | no_churn | -0.067337 | -0.039677 | -0.00888 | -0.02478 | 0.023763 | -0.071749 | 0.035982 | 0.043652 | Female | 59 | No | No | Employed | Rural | College | 1,671,343,200 |
17 | Yes | No | Low Speed | In_Store_Support | One year | 0hrs | Disabled | af24ff5e-93c5-4293-83dd-afd571256ba4 | no_churn | 0.039017 | 0 | no_churn | 0.033629 | -0.006748 | -0.01096 | -0.027631 | -0.009338 | -0.159324 | -0.037516 | -0.041138 | Male | 52 | No | No | Employed | Suburban | High School or Below | 1,671,343,200 |
54 | Yes | No | Fiber optic | In_Store_Support | One year | 0hrs | Disabled | 67704354-b1f4-4b5a-bad8-219b1a361035 | no_churn | 0.083611 | 0 | no_churn | -0.098115 | -0.003899 | -0.029824 | 0.018517 | -0.043318 | -0.058732 | -0.029158 | -0.024497 | Female | 70 | Yes | No | Unemployed | Urban | High School or Below | 1,671,343,200 |
63 | Yes | No | Medium Speed | Web_Chat_Support | Two year | 0hrs | Disabled | f385021a-f3b0-4916-8062-09c8efa2cc76 | no_churn | 0.020365 | 0 | no_churn | -0.049817 | -0.002922 | -0.007758 | -0.018211 | 0.002708 | -0.13358 | -0.028019 | -0.031427 | Male | 33 | No | No | Retired | Rural | High School or Below | 1,671,343,200 |
5 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | 5171eb49-3dc9-48c1-aca0-fff0a6dca208 | no_churn | 0.111564 | 0 | no_churn | 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 | Male | 53 | No | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
32 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Active | 01a4abf1-9c5b-4fca-a76d-d7560e05fd8c | no_churn | 0.502741 | 0 | no_churn | -0.044227 | -0.002001 | -0.053478 | 0.049999 | 0.038015 | 0.044725 | 0.041093 | 0.014658 | Female | 42 | No | No | Employed | Suburban | Bachelor | 1,671,343,200 |
7 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | 009d6020-b2af-4ee5-b50b-b12419b33db6 | churn | 0.864276 | 1 | churn | 0.08416 | -0.000614 | 0.110814 | 0.047668 | 0.1379 | 0.133521 | 0.086385 | 0.121141 | Male | 25 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
21 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 40ffa250-dfea-4639-b61e-eb648d8146c9 | no_churn | 0.019735 | 0 | no_churn | 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 | Female | 32 | Yes | No | Employed | Suburban | High School or Below | 1,671,343,200 |
56 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <50hrs | Active | 014ecb6e-6820-4f12-b21c-2db6a8caac58 | no_churn | 0.487666 | 0 | no_churn | -0.021718 | -0.001103 | 0.04611 | 0.110327 | 0.080101 | 0.055536 | 0.114173 | 0.047548 | Male | 36 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
16 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | a378f2a1-323c-437a-97c8-a84d5ece7e28 | no_churn | 0.256408 | 0 | no_churn | 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 | Female | 31 | No | No | Medical Leave | Suburban | Bachelor | 1,671,343,200 |
12 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 4aa4b23a-60ef-4ba4-94c0-6414134dce22 | no_churn | 0.20912 | 0 | no_churn | 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 | Female | 55 | No | No | Unemployed | Suburban | Bachelor | 1,671,343,200 |
18 | Yes | No | High Speed | Phone_Support | One year | 0hrs | Disabled | f128e5c7-d76f-4c98-a994-ed42432f839d | no_churn | 0.062462 | 0 | no_churn | -0.044237 | -0.006204 | -0.034929 | -0.018206 | -0.000261 | -0.083025 | -0.040512 | -0.041653 | Male | 53 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
15 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 525327ab-b570-4e9c-9e16-5d16a6bb9ace | churn | 0.571438 | 1 | churn | 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 | Female | 43 | Yes | No | Unemployed | Rural | Bachelor | 1,671,343,200 |
50 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 32180944-7ba1-4d85-9a24-af05c1639ed8 | no_churn | 0.159558 | 0 | no_churn | 0.089452 | 0.004779 | 0.124799 | 0.010754 | 0.082238 | 0.137951 | -0.009837 | -0.006352 | Male | 66 | No | No | Employed | Suburban | Bachelor | 1,671,343,200 |
21 | Yes | No | High Speed | In_Store_Support | Two year | 0hrs | Disabled | 86c305ad-8538-4e04-a82f-51f713f05168 | no_churn | 0.019735 | 0 | no_churn | 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 | Female | 36 | No | No | Employed | Rural | Bachelor | 1,671,343,200 |
50 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 88527c04-1035-4545-b43b-f935fcd5b7ee | no_churn | 0.159558 | 0 | no_churn | 0.089452 | 0.004779 | 0.124799 | 0.010754 | 0.082238 | 0.137951 | -0.009837 | -0.006352 | Male | 37 | No | No | Unemployed | Suburban | College | 1,671,343,200 |
56 | Yes | Yes | High Speed | Web_Chat_Support | One year | <50hrs | Active | 7cf49376-ea22-4f66-83bf-4eefc4bc6495 | no_churn | 0.238456 | 0 | no_churn | 0.119123 | -0.000549 | 0.100459 | 0.085697 | 0.125844 | -0.053713 | 0.070077 | 0.045845 | Female | 75 | Yes | Yes | Unemployed | Rural | College | 1,671,343,200 |
12 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 01baadb7-0c62-4352-a333-58f0a9fe92ac | no_churn | 0.400728 | 0 | no_churn | -0.07559 | -0.001942 | -0.058587 | -0.037416 | 0.001403 | 0.080407 | 0.029289 | 0.05541 | Female | 39 | Yes | No | Employed | Suburban | College | 1,671,343,200 |
3 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | e52c2fef-441e-4be1-aa5b-9f9e11f2b14b | no_churn | 0.523626 | 0 | no_churn | -0.07451 | -0.008221 | -0.072062 | -0.135331 | -0.028461 | 0.049515 | -0.004666 | 0.02471 | Female | 52 | No | Yes | Unemployed | Rural | Master | 1,671,343,200 |
53 | No | No phone service | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 78a2cc8b-5dc1-4193-b5ab-8db9703fa7cd | no_churn | 0.134205 | 0 | no_churn | -0.061677 | 0.098619 | 0.029652 | 0.017125 | -0.006746 | 0.077754 | 0.162971 | 0.073275 | Female | 24 | No | Yes | Unemployed | Urban | High School or Below | 1,671,343,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 7aea59d8-dfa4-49c1-aae5-d2e7a2878c4c | churn | 0.622224 | 1 | churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Female | 54 | No | Yes | Unemployed | Suburban | College | 1,671,343,200 |
15 | Yes | No | Fiber optic | Phone_Support | Month-to-month | <50hrs | Active | 0d824c10-76b3-45be-9c6e-4d86dd580a1a | churn | 0.801168 | 1 | churn | -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 | Male | 56 | Yes | No | Medical Leave | Suburban | Master | 1,671,343,200 |
69 | Yes | No | Medium Speed | In_Store_Support | One year | 0hrs | Disabled | 0d1ee3cd-5c1c-4827-985c-5a02b9f59f8a | no_churn | 0.013482 | 0 | no_churn | -0.050452 | -0.002598 | -0.007623 | 0.000876 | -0.00446 | -0.164414 | -0.018344 | -0.022011 | Female | 60 | Yes | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 9d544061-14d7-4e9f-93eb-07370445c305 | churn | 0.510258 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 39 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
2 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | 2cb2d3a6-1c71-4a60-8fa9-9952190b1efd | no_churn | 0.537529 | 0 | no_churn | 0.110349 | -0.006372 | -0.084263 | -0.008125 | 0.060544 | 0.111302 | 0.010934 | 0.09666 | Female | 27 | No | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
22 | No | No phone service | High Speed | Phone_Support | Two year | <50hrs | Active | a8967143-c45e-4341-921e-bd8f05db74bb | no_churn | 0.02923 | 0 | no_churn | 0.03025 | -0.005658 | -0.007316 | 0.023732 | 0.079861 | -0.191613 | 0.079575 | 0.062142 | Female | 79 | No | Yes | Unemployed | Suburban | College | 1,671,343,200 |
70 | Yes | No | High Speed | Phone_Support | Two year | 0hrs | Disabled | f7340bd3-c059-4d99-96b3-14e7b6913e75 | no_churn | 0.006699 | 0 | no_churn | -0.066831 | -0.003569 | -0.018886 | -0.015846 | 0.001311 | -0.122538 | -0.017805 | -0.024863 | Female | 41 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 806ebe61-bf94-4bc8-bb33-e14526b25f49 | churn | 0.510258 | 0 | no_churn | 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 | Male | 49 | No | No | Employed | Rural | Bachelor | 1,671,343,200 |
27 | Yes | No | Low Speed | In_Store_Support | One year | <80hrs | Active | 1a3b39a6-5eb3-42f2-b679-ad62c5c0f85b | no_churn | 0.104538 | 0 | no_churn | -0.088247 | -0.009782 | -0.016687 | -0.026816 | -0.072224 | -0.097436 | 0.01346 | 0.038705 | Female | 75 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,343,200 |
42 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a0deec6a-bbd1-4ac9-8d4d-ef16ad3cc666 | no_churn | 0.066694 | 0 | no_churn | -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 | Female | 79 | No | Yes | Employed | Suburban | College | 1,671,343,200 |
2 | Yes | No | High Speed | Phone_Support | Month-to-month | 0hrs | Disabled | 82360cba-4f10-4387-b32d-a1fe28f14963 | no_churn | 0.347262 | 0 | no_churn | 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 | Male | 54 | No | No | Employed | Urban | College | 1,671,343,200 |
27 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | d41c08fe-96bd-4b33-9159-e28431677136 | no_churn | 0.58713 | 1 | churn | -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 | Male | 25 | Yes | No | Employed | Suburban | Doctor | 1,671,343,200 |
27 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | d8faf2be-4ffc-41d5-a53c-a9678b23bc0e | no_churn | 0.036226 | 0 | no_churn | -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 | Male | 25 | Yes | Yes | Employed | Suburban | College | 1,671,343,200 |
1 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Active | 7e049ce4-0518-4705-acf4-10bf87d15316 | churn | 0.722808 | 1 | churn | 0.323946 | -0.00903 | -0.021436 | -0.022362 | -0.067798 | 0.149798 | 0.162789 | 0.049409 | Female | 46 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
46 | Yes | Yes | Fiber optic | Phone_Support | Two year | <50hrs | Active | 4574d52a-0f35-4618-b041-1a170275f5c1 | no_churn | 0.048103 | 0 | no_churn | -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 | Male | 39 | No | No | Unemployed | Rural | High School or Below | 1,671,343,200 |
35 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 0a5a530a-8af5-4261-94a2-23129825fe26 | no_churn | 0.243999 | 0 | no_churn | -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 | Male | 20 | Yes | Yes | Unemployed | Suburban | High School or Below | 1,671,343,200 |
18 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <50hrs | Active | 91cd60f6-2923-4301-b986-5f9a3c495215 | no_churn | 0.464025 | 0 | no_churn | -0.092249 | -0.006495 | -0.068431 | -0.066848 | 0.056795 | 0.07619 | 0.001381 | 0.07892 | Female | 62 | Yes | No | Unemployed | Rural | Master | 1,671,343,200 |
10 | No | No phone service | Low Speed | Phone_Support | Month-to-month | <80hrs | Active | 6c671204-132a-4843-a559-4eb744fdd1c7 | no_churn | 0.45958 | 0 | no_churn | -0.000016 | 0.020535 | -0.060107 | -0.100365 | -0.019387 | 0.078756 | -0.035775 | 0.055667 | Female | 45 | No | No | Employed | Suburban | High School or Below | 1,671,343,200 |
5 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 0hrs | Disabled | dccee392-9990-428a-814d-a30d37870628 | churn | 0.208712 | 1 | churn | 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 | Male | 75 | No | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
27 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 5f3576da-a4fa-490a-82dc-3f99da3d69b0 | no_churn | 0.036226 | 0 | no_churn | -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 | Male | 32 | No | No | Employed | Rural | High School or Below | 1,671,343,200 |
52 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 865686b5-aa33-4fb8-bfae-c2cc8a32761d | churn | 0.613582 | 1 | churn | -0.023699 | -0.001013 | -0.004476 | 0.010826 | 0.14165 | 0.111146 | 0.063182 | 0.043359 | Male | 41 | No | Yes | Unemployed | Rural | Master | 1,671,343,200 |
7 | Yes | Yes | Medium Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | a759f897-7235-432c-8486-96deffc8c20a | no_churn | 0.121818 | 0 | no_churn | 0.055046 | -0.014258 | 0.023948 | -0.029597 | -0.003085 | 0.062243 | -0.044803 | -0.037441 | Female | 50 | No | No | Unemployed | Suburban | Bachelor | 1,671,343,200 |
16 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | e171e441-b852-4e76-8249-bad3f8e6252a | churn | 0.142337 | 1 | churn | 0.103155 | -0.004815 | -0.026793 | 0.025393 | -0.062838 | 0.09609 | -0.012781 | -0.023744 | Female | 47 | No | No | Employed | Urban | High School or Below | 1,671,343,200 |
17 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 6bd06098-20fb-451c-8cbb-98342cbcefcb | churn | 0.605644 | 1 | churn | 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 | Female | 51 | No | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
66 | Yes | Yes | Low Speed | In_Store_Support | One year | 0hrs | Disabled | 3ed8ee2e-5077-425c-b356-4595d954ff66 | no_churn | 0.031882 | 0 | no_churn | -0.038602 | -0.006458 | -0.000772 | -0.038568 | -0.030678 | -0.087034 | -0.020732 | -0.026182 | Female | 38 | No | No | Employed | Suburban | College | 1,671,343,200 |
43 | Yes | Yes | Fiber optic | Phone_Support | Month-to-month | 0hrs | Disabled | a4b91a9b-14e5-4f03-a72a-1098d4d4d0dd | no_churn | 0.399598 | 0 | no_churn | -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 | Male | 62 | No | No | Employed | Urban | College | 1,671,343,200 |
12 | Yes | Yes | High Speed | Web_Chat_Support | One year | 0hrs | Disabled | 59507ac4-4180-4a26-83bd-d8d3dc9cf4c4 | no_churn | 0.041577 | 0 | no_churn | 0.029538 | -0.004357 | 0.02019 | -0.001792 | 0.003893 | -0.180006 | -0.033057 | -0.058436 | Male | 55 | Yes | Yes | Medical Leave | Suburban | Bachelor | 1,671,343,200 |
5 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | a51e731f-d0c5-4950-9b7e-e3b9fe160912 | churn | 0.67944 | 1 | churn | 0.226873 | -0.001085 | 0.061669 | 0.005378 | 0.09296 | 0.130607 | 0.089466 | 0.090106 | Male | 80 | No | No | Employed | Suburban | High School or Below | 1,671,343,200 |
2 | Yes | No | Low Speed | Phone_Support | Month-to-month | <50hrs | Active | cede97a9-f7ef-40d5-a762-bd44ad3ee8a9 | no_churn | 0.537529 | 0 | no_churn | 0.110349 | -0.006372 | -0.084263 | -0.008125 | 0.060544 | 0.111302 | 0.010934 | 0.09666 | Female | 26 | No | Yes | Employed | Suburban | Bachelor | 1,671,343,200 |
7 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | e656dbfb-b8ab-4575-b049-f25ae8a5f26d | no_churn | 0.11823 | 0 | no_churn | 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 | Male | 67 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
37 | Yes | No | High Speed | In_Store_Support | One year | 0hrs | Disabled | 48856487-334e-4c9f-9bb2-6d83f9d84180 | no_churn | 0.024255 | 0 | no_churn | -0.058539 | -0.004359 | -0.015121 | -0.031652 | -0.021435 | -0.067739 | -0.023567 | -0.046613 | Female | 60 | No | No | Unemployed | Suburban | High School or Below | 1,671,343,200 |
3 | Yes | No | High Speed | In_Store_Support | Month-to-month | 0hrs | Disabled | d8ed53b5-38b7-46ad-9c44-565a2890f674 | churn | 0.467994 | 1 | churn | 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 | Female | 54 | Yes | Yes | Employed | Suburban | College | 1,671,343,200 |
54 | No | No phone service | Medium Speed | In_Store_Support | One year | <50hrs | Active | cd7a79b2-7a1f-4029-8ea8-d1b6032f7ebc | no_churn | 0.227776 | 0 | no_churn | -0.081181 | -0.007416 | -0.018441 | -0.07619 | -0.065699 | -0.043645 | 0.016249 | 0.027299 | Female | 21 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
45 | Yes | No | Fiber optic | Phone_Support | One year | <80hrs | Active | 057de335-4911-4850-9862-b70f481dfc25 | no_churn | 0.332746 | 0 | no_churn | -0.143193 | -0.002334 | -0.016569 | -0.033835 | -0.032841 | -0.091972 | 0.024562 | 0.037157 | Male | 27 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
35 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 9b058b8d-e54d-4398-b01d-e0a465cb83d3 | no_churn | 0.243999 | 0 | no_churn | -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 | Female | 74 | No | Yes | Unemployed | Suburban | High School or Below | 1,671,343,200 |
7 | No | No phone service | Medium Speed | Phone_Support | One year | 0hrs | Disabled | 67363aa6-6867-410b-a6e4-380836487a43 | no_churn | 0.11823 | 0 | no_churn | 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 | Male | 40 | No | Yes | Employed | Rural | High School or Below | 1,671,343,200 |
66 | Yes | Yes | Medium Speed | In_Store_Support | Two year | <80hrs | Active | 184977eb-cc61-4cf2-b3d0-a22b5e24109e | no_churn | 0.014786 | 0 | no_churn | -0.010222 | -0.002879 | 0.016093 | -0.126101 | -0.04566 | -0.125583 | 0.03684 | 0.028486 | Male | 47 | Yes | Yes | Disabled | Rural | Doctor | 1,671,343,200 |
47 | Yes | No | High Speed | Web_Chat_Support | Two year | 0hrs | Disabled | eca2a30f-1163-43ce-9899-1469601d356f | no_churn | 0.01231 | 0 | no_churn | -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 | Female | 63 | No | Yes | Unemployed | Suburban | Bachelor | 1,671,343,200 |
30 | Yes | Yes | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Active | f438597f-61c5-448f-ade9-ce70cff9e371 | churn | 0.575599 | 1 | churn | -0.168997 | -0.003759 | -0.045792 | -0.08079 | 0.032659 | 0.044025 | -0.035103 | 0.059897 | Male | 49 | No | Yes | Employed | Suburban | College | 1,671,343,200 |
11 | Yes | No | Low Speed | In_Store_Support | Two year | 0hrs | Disabled | 41cd3c67-4769-480b-82cc-59fe2e4f740d | no_churn | 0.010717 | 0 | no_churn | -0.011629 | -0.004678 | -0.017139 | -0.03539 | -0.037905 | -0.125079 | -0.018241 | -0.018965 | Female | 69 | Yes | Yes | Employed | Suburban | High School or Below | 1,671,343,200 |
5 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 9ce2a56d-3b68-4954-a393-6138175e3f22 | no_churn | 0.768388 | 0 | no_churn | 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 | Male | 37 | Yes | Yes | Employed | Urban | College | 1,671,343,200 |
1 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 597fdedb-cf33-46b2-9b40-9673a9f3ddaa | churn | 0.866001 | 1 | churn | 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 | Female | 25 | Yes | No | Unemployed | Suburban | College | 1,671,343,200 |
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