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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c07c1d5-014b-4143-b80a-c1cd256c03f9
|
churn
| 0.767261 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
54 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a3e99919-37ea-4c26-a0ee-488cd5ef2c1c
|
no_churn
| 0.01137 | 0 |
no_churn
| -0.067561 | -0.003812 | -0.017649 | -0.02337 | -0.027537 | -0.09496 | -0.016188 | -0.017948 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
898e47d4-1afd-465b-a11b-28637b83d4af
|
no_churn
| 0.074365 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
60d8ea27-24bd-4f59-a6e3-b601e74fdf51
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Male
| 47 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
44 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
331bb197-18e6-43ca-b215-fe34fb8ac5f5
|
no_churn
| 0.339018 | 0 |
no_churn
| -0.22839 | -0.006748 | -0.000377 | -0.07388 | 0.046597 | 0.01075 | -0.007629 | 0.005651 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
44bef528-c4b0-4f1f-bcde-da15e0a76e4a
|
no_churn
| 0.22032 | 0 |
no_churn
| -0.114245 | -0.001906 | 0.011655 | -0.050194 | -0.040708 | -0.090504 | 0.004955 | 0.011921 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
70 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
8c46173a-4623-4218-bd70-dcb6ffe924b9
|
no_churn
| 0.017194 | 0 |
no_churn
| -0.06272 | -0.002312 | -0.032582 | -0.021476 | -0.036375 | -0.14669 | 0.007332 | 0.025797 |
Male
| 27 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,207,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5cce60c5-77c3-49ef-8c6b-cbd91b67d7db
|
no_churn
| 0.180295 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 26 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,207,200 |
40 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0b25e931-963d-4525-88d9-e9523a62af60
|
churn
| 0.166536 | 1 |
churn
| 0.025092 | 0.112799 | 0.039548 | 0.018085 | 0.018017 | -0.171779 | 0.005851 | -0.006641 |
Female
| 48 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,207,200 |
3 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
859dc4d8-93ec-42b3-80a1-fb5d496bf885
|
no_churn
| 0.384927 | 0 |
no_churn
| 0.11719 | -0.006858 | 0.014355 | -0.144648 | 0.036822 | 0.099394 | -0.04708 | -0.061053 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,207,200 |
14 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
38682a7a-30bf-4ced-87fd-7dce6d2bc75d
|
no_churn
| 0.015647 | 0 |
no_churn
| -0.03169 | -0.004937 | -0.012133 | -0.051209 | -0.029617 | -0.100055 | -0.01751 | -0.021876 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2298d37c-7369-42f6-a05b-d3fe60bca165
|
no_churn
| 0.2515 | 0 |
no_churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
b1575e2d-37e3-4d26-985b-6b30ecd50865
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Male
| 52 |
No
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,207,200 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
488a90aa-f987-4108-8019-3607203c94a6
|
churn
| 0.246299 | 1 |
churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
c4e93e16-2974-4d2b-b3a6-2c9f076be9e5
|
churn
| 0.422948 | 1 |
churn
| -0.122148 | -0.002068 | 0.008139 | 0.023131 | -0.109415 | -0.132098 | 0.014124 | 0.051309 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
12 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
23ef9848-9738-4cfa-954b-ddcd71d518e1
|
no_churn
| 0.196732 | 0 |
no_churn
| -0.030794 | 0.018437 | -0.03079 | -0.018679 | -0.010733 | 0.027488 | -0.028856 | -0.045099 |
Female
| 66 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,207,200 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3b3510d7-8f72-4c37-a9df-12524128e13e
|
churn
| 0.756883 | 1 |
churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,207,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5666b407-22bb-42cc-a1ae-5c660377000a
|
no_churn
| 0.592167 | 0 |
no_churn
| 0.081935 | -0.002454 | -0.01706 | -0.03141 | 0.089861 | 0.125164 | 0.106231 | 0.127458 |
Male
| 50 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,207,200 |
25 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
336b89e4-fc76-43bf-b6c5-0f2183869a37
|
no_churn
| 0.031871 | 0 |
no_churn
| -0.05265 | -0.011653 | -0.044723 | -0.088565 | 0.008013 | 0.040448 | -0.054341 | -0.065556 |
Female
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aea7ff8f-d98c-4478-859c-03b1dced9d00
|
no_churn
| 0.074365 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
04b7002d-aec3-4d38-8cb7-510ea45c9c4d
|
no_churn
| 0.004235 | 0 |
no_churn
| -0.058348 | -0.002922 | 0.008997 | -0.01582 | 0.007424 | -0.167728 | -0.019657 | -0.020972 |
Male
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5ce7aa43-2022-4749-997d-61c725f89871
|
no_churn
| 0.254913 | 0 |
no_churn
| 0.146121 | -0.003461 | -0.046824 | -0.023244 | 0.129934 | 0.133821 | 0.157759 | 0.129416 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
38 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
30a24427-09ba-48ca-bc60-55ac3a2a0e22
|
no_churn
| 0.008693 | 0 |
no_churn
| -0.019178 | -0.003711 | 0.001998 | -0.070588 | 0.014074 | -0.125871 | -0.025045 | -0.040705 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,207,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e5764418-304d-4160-a356-8715e3c36fde
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07fe5357-6a52-40c7-a471-2dedf97536cc
|
churn
| 0.161767 | 1 |
churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 76 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,207,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
88a0829b-bff6-464c-ac87-80adbf480cdc
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.095219 | -0.002537 | 0.001226 | -0.023505 | -0.036815 | -0.157925 | 0.022617 | 0.023132 |
Male
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
6e6ca270-9d2d-4a4b-a4a6-84abc13f4272
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
510d5003-beac-469a-b7c7-5976559f10ed
|
no_churn
| 0.036377 | 0 |
no_churn
| -0.050971 | -0.002623 | -0.009147 | 0.001973 | -0.004227 | -0.161681 | -0.018504 | -0.023847 |
Male
| 66 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,207,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
fb3099b4-f98e-41f9-8a4a-8c3241a7fede
|
no_churn
| 0.023998 | 0 |
no_churn
| -0.082781 | -0.005789 | -0.018945 | -0.023074 | -0.036474 | -0.137541 | 0.012216 | 0.023362 |
Female
| 25 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,207,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7cffdd1-232d-4f5d-ac19-3ebd9d809528
|
no_churn
| 0.125931 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Female
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4813b204-d4a6-4926-8aee-1a29ac98a15e
|
no_churn
| 0.029534 | 0 |
no_churn
| -0.063194 | 0.016432 | 0.001417 | -0.004589 | 0.026064 | -0.136081 | -0.021048 | -0.038027 |
Male
| 34 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,207,200 |
67 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
c4ae5daa-06fa-4ea1-9094-c5052c07ef62
|
no_churn
| 0.195266 | 0 |
no_churn
| -0.099276 | -0.002559 | -0.038188 | -0.023882 | 0.024817 | -0.137118 | 0.044675 | 0.052504 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
28 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
17a8c9c7-6697-4641-9bbd-47091ceb6301
|
no_churn
| 0.27323 | 0 |
no_churn
| -0.028152 | -0.001596 | -0.048724 | -0.124021 | 0.075287 | -0.169645 | 0.075394 | 0.08243 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
27 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2905abe3-c835-46ab-989d-284f675ddec8
|
no_churn
| 0.21611 | 0 |
no_churn
| -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 |
Female
| 65 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,207,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
5044bdc0-9a96-4540-9cd8-f844f394f0db
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.095219 | -0.002537 | 0.001226 | -0.023505 | -0.036815 | -0.157925 | 0.022617 | 0.023132 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,207,200 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a9bc086d-9520-42e1-9793-1be5fd7a12aa
|
churn
| 0.246299 | 1 |
churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Female
| 21 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9681c9db-ed57-4bf2-b37d-c88691960a2b
|
no_churn
| 0.034963 | 0 |
no_churn
| 0.134032 | 0.001856 | 0.014452 | 0.027186 | 0.058943 | 0.00336 | -0.004226 | -0.012834 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,207,200 |
3 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84120f6e-44b5-4d0e-a441-97c937d0412b
|
no_churn
| 0.745826 | 0 |
no_churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Male
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
44 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b0874dc7-555b-4be4-b5b4-9f7679ea75c0
|
no_churn
| 0.287906 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Male
| 47 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac508cfb-479f-4ae6-a3b4-1781664cf47b
|
no_churn
| 0.245666 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Female
| 37 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,207,200 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
511782c4-7382-42f4-9ee4-f7b43ebe9e43
|
no_churn
| 0.028182 | 0 |
no_churn
| -0.065508 | -0.004419 | 0.000615 | -0.033274 | -0.036719 | -0.085873 | -0.022046 | -0.021803 |
Female
| 39 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,207,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
54a5893e-f031-4ce6-a504-14886c5069c7
|
no_churn
| 0.592167 | 0 |
no_churn
| 0.081935 | -0.002454 | -0.01706 | -0.03141 | 0.089861 | 0.125164 | 0.106231 | 0.127458 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
82f63e0f-45b4-46cb-9473-82b097f0fcf2
|
no_churn
| 0.308794 | 0 |
no_churn
| 0.032376 | -0.004318 | -0.075589 | -0.029198 | -0.138899 | 0.075184 | 0.083071 | 0.058346 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
625b1e0f-9944-4f7f-af3f-d76211c6b35a
|
no_churn
| 0.046949 | 0 |
no_churn
| 0.031972 | -0.000691 | 0.084679 | 0.084574 | 0.042654 | -0.025169 | 0.122177 | 0.060778 |
Male
| 39 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,207,200 |
2 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86812f4f-c6a9-4ec6-81ed-cd868e3ab4b2
|
no_churn
| 0.610051 | 0 |
no_churn
| 0.084363 | -0.008383 | 0.007867 | -0.122084 | -0.037907 | 0.086481 | -0.065684 | -0.078895 |
Female
| 52 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,207,200 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
c28eab62-7d78-474c-8284-0bb1ddc8e287
|
no_churn
| 0.020892 | 0 |
no_churn
| -0.061914 | -0.001315 | -0.056238 | -0.039392 | 0.057446 | -0.204853 | 0.055071 | 0.055502 |
Male
| 21 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
24e0d3f6-0671-41d4-82d6-9a1c4fcd0ce0
|
no_churn
| 0.057576 | 0 |
no_churn
| -0.046125 | -0.002431 | 0.015393 | 0.019685 | 0.083149 | -0.013697 | 0.063922 | 0.058791 |
Female
| 48 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,207,200 |
68 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
cc344cd3-cba1-4ce7-b4e5-5386815eb175
|
no_churn
| 0.008874 | 0 |
no_churn
| -0.06142 | -0.003706 | -0.014377 | -0.018269 | -0.000219 | -0.11634 | -0.024979 | -0.029715 |
Female
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4dfad4f1-7e62-43b9-a1fd-569625df854d
|
no_churn
| 0.461326 | 0 |
no_churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Female
| 69 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,207,200 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58d13d6f-5330-4dd0-9b22-c854935d694e
|
no_churn
| 0.107069 | 0 |
no_churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Male
| 51 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,207,200 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4abc5f40-001d-43f9-9b89-142fcbad22c9
|
no_churn
| 0.513162 | 0 |
no_churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
49 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b5dd208a-bbc5-4a3e-8674-074f1a675939
|
no_churn
| 0.007467 | 0 |
no_churn
| -0.051065 | -0.004848 | -0.023345 | -0.017386 | 0.014031 | -0.110216 | -0.024116 | -0.052081 |
Male
| 36 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
a6d6da75-e2dc-461d-8af5-91c9983b86fd
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Female
| 64 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
58 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
fe513e35-aefa-4907-af3a-d1946926ac4c
|
churn
| 0.313423 | 1 |
churn
| -0.136324 | -0.00252 | -0.023965 | 0.045567 | -0.011716 | -0.026904 | 0.001673 | 0.047663 |
Male
| 70 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,207,200 |
43 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
8e64de9f-ddbe-49de-a3be-d41f347e185a
|
no_churn
| 0.062738 | 0 |
no_churn
| 0.012811 | -0.000517 | -0.063913 | 0.037099 | 0.091879 | -0.098321 | 0.072743 | 0.079193 |
Female
| 74 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,207,200 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
99e2c153-fbaf-4f05-8ee5-bb5201d899ab
|
no_churn
| 0.308794 | 0 |
no_churn
| 0.032376 | -0.004318 | -0.075589 | -0.029198 | -0.138899 | 0.075184 | 0.083071 | 0.058346 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
71 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6dd151bb-f409-4289-bb3a-89b3fa734c82
|
no_churn
| 0.003328 | 0 |
no_churn
| -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c07a6b35-0936-402c-970d-690c01850a72
|
churn
| 0.157854 | 1 |
churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Female
| 38 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce5fc9cc-ad84-4a74-8916-21081b3c2655
|
no_churn
| 0.074365 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
24 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b5093c3-5bac-4f86-a639-3f00599afb1e
|
no_churn
| 0.25467 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
420ebf5a-0696-4425-839a-54cd353ac08d
|
churn
| 0.674849 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 72 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b705c176-3223-4a59-8196-3feceaebf306
|
no_churn
| 0.451417 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
36 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
da9479ed-8cf4-4429-af2e-4aeb0a86406a
|
no_churn
| 0.328705 | 0 |
no_churn
| -0.183184 | -0.00541 | -0.087403 | -0.068074 | 0.021683 | 0.047045 | 0.028644 | 0.038672 |
Female
| 28 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1d76dc6-ec2b-451b-bb8c-6f2475219d73
|
churn
| 0.86904 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,207,200 |
3 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8bb94a6f-b420-4d7f-adb5-5cb27c8c37ae
|
no_churn
| 0.384927 | 0 |
no_churn
| 0.11719 | -0.006858 | 0.014355 | -0.144648 | 0.036822 | 0.099394 | -0.04708 | -0.061053 |
Male
| 36 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,207,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1eaae2ca-a6df-43b2-963d-43b0e20f2d7f
|
no_churn
| 0.034963 | 0 |
no_churn
| 0.134032 | 0.001856 | 0.014452 | 0.027186 | 0.058943 | 0.00336 | -0.004226 | -0.012834 |
Male
| 72 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,207,200 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
8dda6167-e87b-4767-bd4f-bfc197078716
|
no_churn
| 0.041773 | 0 |
no_churn
| -0.128764 | -0.002256 | 0.007667 | -0.050377 | 0.012737 | -0.206143 | 0.049472 | 0.058637 |
Male
| 38 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
6bcad0ab-1470-4fbf-b427-8f40115de435
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.095219 | -0.002537 | 0.001226 | -0.023505 | -0.036815 | -0.157925 | 0.022617 | 0.023132 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a794ec11-763d-4b39-8e7e-c3bb6483438d
|
churn
| 0.566766 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 60 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,672,207,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
4aed5668-4105-4806-a290-afe9eee39372
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.095219 | -0.002537 | 0.001226 | -0.023505 | -0.036815 | -0.157925 | 0.022617 | 0.023132 |
Male
| 79 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,207,200 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5a1fc509-948b-48b1-a3e1-5392d044ce17
|
churn
| 0.697488 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 56 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
611add20-08ea-44c3-92ec-578d76f1404c
|
no_churn
| 0.125931 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
f25e6406-24bb-4afd-9b9e-a0b89c2e1020
|
no_churn
| 0.020892 | 0 |
no_churn
| -0.061914 | -0.001315 | -0.056238 | -0.039392 | 0.057446 | -0.204853 | 0.055071 | 0.055502 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
7ca4d86e-c3b2-4a52-adf1-2884b005a100
|
no_churn
| 0.11162 | 0 |
no_churn
| -0.115666 | -0.004465 | 0.000822 | -0.008363 | -0.124769 | -0.051373 | 0.032158 | 0.03263 |
Female
| 52 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2026047-ef3c-4714-b0f5-f7afec49cca6
|
no_churn
| 0.245666 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
410d5e78-6651-4b10-a1df-a36659f2998b
|
no_churn
| 0.019845 | 0 |
no_churn
| -0.120138 | -0.007824 | -0.007375 | -0.000664 | 0.034125 | -0.182334 | 0.039477 | 0.043707 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
19 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fdcd9557-40fd-4ef7-ab67-6e4fc5a128be
|
no_churn
| 0.211453 | 0 |
no_churn
| -0.034546 | -0.013416 | 0.012813 | -0.086038 | 0.030836 | 0.054188 | -0.054115 | -0.078749 |
Female
| 44 |
No
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,672,207,200 |
42 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8fcd5f71-8fae-4a43-a044-5100278a73c4
|
churn
| 0.274548 | 1 |
churn
| 0.182047 | -0.000331 | 0.03598 | 0.203345 | 0.134195 | 0.137896 | 0.006987 | 0.030855 |
Male
| 36 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
c622be48-306f-4c38-bf80-39067d7a9547
|
no_churn
| 0.105263 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Male
| 67 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,207,200 |
7 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca71fe96-caee-4aa4-90bb-8dd8df0a5032
|
churn
| 0.298943 | 1 |
churn
| -0.023164 | 0.042785 | 0.009862 | -0.026699 | -0.069863 | 0.033734 | -0.025286 | -0.023729 |
Male
| 70 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d499d1d8-12f3-4b90-a6c7-8d843fc39dd9
|
churn
| 0.20097 | 1 |
churn
| 0.046516 | -0.003222 | -0.059524 | -0.019067 | 0.015876 | 0.095204 | 0.11361 | 0.061581 |
Male
| 26 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,207,200 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb3fc128-702d-43af-a25b-d867d86056c0
|
churn
| 0.592976 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 46 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,207,200 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
58a775d4-2f7b-4f85-aa21-46546ee76971
|
churn
| 0.65145 | 1 |
churn
| -0.02747 | -0.002827 | -0.100455 | -0.023757 | 0.078611 | 0.071994 | -0.069028 | 0.06762 |
Male
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d5719ae-22db-49fc-acf4-423f66040caf
|
churn
| 0.86904 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 40 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,207,200 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
677b60f8-1bfb-47a9-9ba9-4a3102838562
|
no_churn
| 0.570836 | 0 |
no_churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Male
| 31 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,207,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a8161c0a-3e16-4f20-9396-552ba763d184
|
churn
| 0.785354 | 1 |
churn
| 0.02548 | -0.002215 | 0.102443 | -0.003895 | 0.03161 | 0.114669 | 0.009265 | 0.03559 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
bf717655-fc1f-4d47-8808-0c1cfdeab050
|
no_churn
| 0.057576 | 0 |
no_churn
| -0.046125 | -0.002431 | 0.015393 | 0.019685 | 0.083149 | -0.013697 | 0.063922 | 0.058791 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d25d5393-4a11-446c-bf0d-8c54a2a8f5c6
|
churn
| 0.606871 | 1 |
churn
| 0.102516 | -0.004564 | 0.019903 | -0.014732 | 0.081907 | 0.119982 | 0.058602 | 0.007956 |
Female
| 77 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
14 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5376927-6730-428f-b457-8e1b73f6927c
|
no_churn
| 0.114928 | 0 |
no_churn
| -0.029515 | -0.018736 | -0.084562 | -0.052175 | -0.004623 | 0.056748 | -0.046984 | -0.072347 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b50cd36-4546-43bf-bc51-72ab2cd3d53c
|
no_churn
| 0.132606 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
18 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd34be32-6056-4df0-af51-45a70448d5f4
|
no_churn
| 0.228715 | 0 |
no_churn
| 0.037796 | -0.004469 | 0.032004 | 0.06329 | 0.066394 | 0.085047 | -0.026425 | -0.009303 |
Male
| 47 |
No
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,672,207,200 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
8477076b-8e87-413f-b02c-ee6d5e6791be
|
churn
| 0.041773 | 0 |
no_churn
| -0.128764 | -0.002256 | 0.007667 | -0.050377 | 0.012737 | -0.206143 | 0.049472 | 0.058637 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
38739f21-cb36-423a-8924-8d30fab79d0c
|
no_churn
| 0.046949 | 0 |
no_churn
| 0.031972 | -0.000691 | 0.084679 | 0.084574 | 0.042654 | -0.025169 | 0.122177 | 0.060778 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
83e72f68-e328-4f75-b9e7-3b915d5dae25
|
churn
| 0.008456 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
d6bd7bb0-ef59-40ab-84bb-db193eb28c76
|
no_churn
| 0.212661 | 0 |
no_churn
| 0.168759 | -0.011469 | 0.027251 | -0.009588 | -0.033632 | 0.103267 | 0.102855 | 0.09353 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a3783822-235f-478e-b55f-aeaaf434c4ec
|
churn
| 0.20097 | 1 |
churn
| 0.046516 | -0.003222 | -0.059524 | -0.019067 | 0.015876 | 0.095204 | 0.11361 | 0.061581 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,207,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5f936fb-9b83-4867-9ebb-815049f8f520
|
no_churn
| 0.299386 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 71 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ad7a40dc-61cd-4fc4-9c91-7b50a4c4882a
|
no_churn
| 0.031586 | 0 |
no_churn
| -0.048755 | 0.023152 | -0.001667 | -0.022498 | -0.03897 | -0.174713 | 0.043639 | 0.030786 |
Male
| 43 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,207,200 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f0d7de8d-7cf6-4a3d-bb68-f37ac65cd3ad
|
no_churn
| 0.661182 | 0 |
no_churn
| -0.078532 | -0.004572 | -0.034881 | -0.084526 | -0.019656 | 0.081436 | -0.08475 | 0.023122 |
Male
| 62 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,207,200 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
724d997d-574b-433e-b2e5-b24902b6347b
|
no_churn
| 0.061839 | 0 |
no_churn
| -0.047751 | -0.003947 | -0.01459 | -0.054723 | -0.024262 | -0.08532 | -0.018767 | -0.019667 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.