Tenure
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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
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| 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
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| 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
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stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d34df3af-1ed2-4db9-81bf-96f8b77e2b20
|
no_churn
| 0.694117 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0186ab66-aaf4-4daa-9769-d848016b8d41
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e9c0fc5f-46cf-4680-95d7-56b5f64f80d8
|
no_churn
| 0.084874 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3f21182-245e-4a94-8e85-e96aa577ed60
|
churn
| 0.879064 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 26 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f3282f6-c034-4ee7-bfa0-a91263929458
|
churn
| 0.330741 | 1 |
churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e171047e-2919-481c-a6b5-0abb33825fe2
|
no_churn
| 0.38188 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58a9a525-d97d-4e63-9426-63fe220b2bb4
|
churn
| 0.479971 | 1 |
churn
| -0.136845 | -0.003162 | 0.073801 | 0.017493 | 0.061018 | 0.071424 | -0.014447 | -0.051718 |
Male
| 73 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
070e4fc3-e24b-49b5-881f-932c47599eab
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a481f9fd-59e2-4cfc-8380-6fd0b6cfd6e8
|
no_churn
| 0.254537 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 37 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10c7c1ec-4e6e-4e63-9a19-a996cdf6bfbc
|
churn
| 0.818874 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
883bc901-f5a4-43b4-ab41-3c7ef09a9005
|
no_churn
| 0.40219 | 0 |
no_churn
| -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 |
Female
| 51 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff005aa8-1710-4b09-bd60-24103fc5db28
|
churn
| 0.730951 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d2d4741-b184-4bd2-a2d7-7070ba089793
|
no_churn
| 0.418285 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5edcd28b-f585-4d59-80dc-e7c2fbda234d
|
no_churn
| 0.499579 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 70 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad299348-b501-4dd1-b440-f97d5448689a
|
no_churn
| 0.569588 | 0 |
no_churn
| -0.064265 | -0.002039 | 0.004311 | 0.113956 | 0.064175 | 0.082727 | 0.001506 | 0.005234 |
Male
| 35 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ff0078b-6298-46b2-9653-d45c455ea929
|
churn
| 0.878255 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 72 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
856a55bd-f612-47d8-806a-1a91dace9313
|
churn
| 0.596185 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1cc72905-27fa-4a48-bce3-a42512b871e7
|
no_churn
| 0.539199 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c68fc8c7-f88d-4bb5-841f-ff0e23438c81
|
no_churn
| 0.11761 | 0 |
no_churn
| -0.123675 | -0.003122 | 0.068447 | 0.063555 | 0.045199 | 0.089987 | -0.013162 | -0.040149 |
Female
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c4d27b0a-b0ca-4e9d-a3ed-f2ed842d73be
|
no_churn
| 0.004029 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 60 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,812,000 |
24 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c5f6e9cd-ae86-4b41-923d-582fb9220168
|
no_churn
| 0.136367 | 0 |
no_churn
| -0.011464 | -0.002797 | 0.087197 | -0.022735 | 0.037722 | 0.099358 | 0.114125 | 0.075068 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f8b1198-c40e-4fe6-a67d-0de70a92d9ee
|
no_churn
| 0.232989 | 0 |
no_churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f79eb03-7eb4-4ae3-a67c-fe57ccc887a8
|
no_churn
| 0.007979 | 0 |
no_churn
| -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
68 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
1dd469a2-94ab-48c1-89eb-90510116a9eb
|
no_churn
| 0.067418 | 0 |
no_churn
| -0.096718 | -0.002484 | -0.028438 | -0.044317 | -0.104626 | 0.04362 | 0.025342 | 0.015261 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
39 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f5f2c527-cd8f-4d5c-a674-2ee91b4d98a2
|
no_churn
| 0.497922 | 0 |
no_churn
| -0.021832 | -0.001716 | 0.008719 | 0.036736 | 0.018927 | 0.096371 | 0.123048 | 0.050721 |
Female
| 31 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9dcbbc4d-f9be-468e-9d61-15b6facbac13
|
no_churn
| 0.039004 | 0 |
no_churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,812,000 |
34 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34434fc4-b882-43fc-a6b8-0bc7ad3010f5
|
no_churn
| 0.043526 | 0 |
no_churn
| -0.094012 | -0.008419 | -0.0233 | -0.096567 | -0.027475 | 0.032023 | -0.033092 | -0.018185 |
Male
| 63 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e926277-12a1-4213-bf44-dcd2eb8f4b93
|
no_churn
| 0.52144 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e10f53d0-377e-4d51-93ab-911d2a36ef7c
|
no_churn
| 0.004813 | 0 |
no_churn
| -0.064851 | -0.003418 | 0.002731 | -0.017839 | -0.045941 | -0.11246 | -0.013625 | -0.013623 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
54 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
850952d6-60ac-40dc-9298-b9180ec51c64
|
no_churn
| 0.212807 | 0 |
no_churn
| -0.093907 | -0.007586 | -0.041059 | -0.012243 | -0.119021 | 0.024213 | 0.009134 | 0.041442 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
34 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b027d8de-6229-4766-9d1e-e8a7a1273798
|
no_churn
| 0.095553 | 0 |
no_churn
| -0.182546 | -0.011512 | -0.036835 | -0.037492 | -0.017752 | 0.076335 | 0.015465 | 0.025311 |
Female
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34ce7ecf-f2e0-494d-b9d9-d109eda068a2
|
no_churn
| 0.020453 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Female
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3deffc1a-e1f1-45f0-b591-41472c224615
|
no_churn
| 0.260749 | 0 |
no_churn
| 0.019883 | -0.003397 | 0.091606 | 0.049375 | 0.125572 | 0.113616 | 0.202662 | 0.087656 |
Male
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
48963bfc-083b-438f-b456-cf6725ff89b1
|
no_churn
| 0.548766 | 0 |
no_churn
| -0.202231 | -0.00346 | 0.029287 | -0.076859 | 0.028897 | 0.035426 | -0.003334 | -0.013621 |
Male
| 44 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,812,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42949283-1612-4974-a67f-16548105d763
|
churn
| 0.43353 | 1 |
churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7aa1125c-d04f-4f78-81fe-19e8afbff694
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
7c64d7bb-6d83-4209-bac5-dcdeed0d36dd
|
no_churn
| 0.253683 | 0 |
no_churn
| -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 |
Female
| 70 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
49 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db219530-8d88-48fc-9d9c-b41d90e691ed
|
no_churn
| 0.065612 | 0 |
no_churn
| -0.095584 | -0.00409 | -0.109098 | -0.004191 | 0.028687 | 0.050775 | -0.038809 | -0.056716 |
Male
| 79 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
13 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
661b5e9d-1947-4817-abd1-4a01fe350473
|
no_churn
| 0.295719 | 0 |
no_churn
| -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 |
Male
| 73 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80d9f810-b8c2-490a-9cd4-dbf86d7cef4a
|
no_churn
| 0.703957 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 78 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
15 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76019382-54bc-4953-b27c-2a446bb38d66
|
churn
| 0.212 | 1 |
churn
| 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 |
Female
| 53 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
6244769d-06f0-46db-ab33-f6f918dd1162
|
no_churn
| 0.037775 | 0 |
no_churn
| 0.013422 | -0.008244 | -0.005993 | -0.018842 | 0.016615 | -0.066812 | -0.030857 | -0.036982 |
Female
| 77 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d0afb35-7138-4ba8-9a5f-6a7bf9970634
|
no_churn
| 0.020453 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Male
| 37 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c4d43094-01b7-4f7d-888d-0955a2322775
|
no_churn
| 0.637911 | 0 |
no_churn
| -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 |
Female
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d65e865-8d18-488b-9303-e16d8f960706
|
churn
| 0.730951 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 44 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2b270564-ade4-4841-a895-ed296ad9f9d8
|
churn
| 0.882696 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Female
| 44 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,812,000 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
72026a2a-f7a1-4af2-ad68-bb305a89f378
|
no_churn
| 0.637911 | 0 |
no_churn
| -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 |
Male
| 69 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,812,000 |
59 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
cc77e64b-6130-49a0-87a6-0d537bf43d34
|
no_churn
| 0.299943 | 0 |
no_churn
| -0.002213 | 0.13135 | 0.077669 | 0.036122 | -0.006133 | 0.137391 | 0.203782 | 0.073006 |
Male
| 43 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,812,000 |
15 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47864b01-56d7-4bbb-8be8-c0e9e085ee0d
|
churn
| 0.212 | 1 |
churn
| 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 |
Male
| 24 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,812,000 |
8 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
66adc7dc-4a3a-4268-b6a6-811788eed306
|
churn
| 0.723657 | 1 |
churn
| -0.049861 | -0.005126 | 0.007634 | -0.118629 | 0.085124 | 0.081347 | -0.045246 | 0.07754 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
36 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
eaa9820d-cf9a-42d0-bdb1-e08ba4343d95
|
no_churn
| 0.09194 | 0 |
no_churn
| -0.075621 | -0.000672 | -0.018821 | 0.001154 | -0.048758 | -0.05997 | 0.018605 | 0.055059 |
Male
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4558c58b-b9ed-4fa2-905d-5fd7e648465a
|
churn
| 0.312834 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Male
| 25 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
22 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90d5a9bd-aff8-448e-8e5c-8849e2fba113
|
no_churn
| 0.263736 | 0 |
no_churn
| -0.141745 | 0.027137 | -0.011144 | -0.029495 | 0.021842 | 0.058206 | -0.040608 | -0.04322 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad2666d0-a16e-4cf9-9806-a3c7b47ba1e6
|
no_churn
| 0.007979 | 0 |
no_churn
| -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 |
Male
| 55 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e78d6afc-7c7c-4f4a-92d4-59c52081cdda
|
no_churn
| 0.017208 | 0 |
no_churn
| -0.08237 | -0.003094 | 0.000874 | -0.020736 | -0.039761 | -0.18943 | 0.039976 | 0.025515 |
Female
| 38 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c89e9ee1-d0b3-440f-b489-d3d659b5b92d
|
no_churn
| 0.499579 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 24 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
11 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33e142e3-64f7-4231-832e-2f573d65e1eb
|
no_churn
| 0.059035 | 0 |
no_churn
| 0.016503 | -0.008317 | 0.024094 | -0.20693 | 0.053015 | 0.068806 | -0.054779 | -0.061417 |
Male
| 79 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
377ec8b9-7c1f-49ee-9763-eee678d47cc3
|
churn
| 0.730951 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
546c15b7-3f9b-41ef-ab03-282661c52af8
|
no_churn
| 0.673629 | 0 |
no_churn
| -0.030138 | -0.000354 | 0.051769 | 0.100203 | 0.125878 | 0.120076 | 0.175137 | 0.068403 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
886bffbd-e300-4f67-b435-b15ad463165c
|
no_churn
| 0.011478 | 0 |
no_churn
| -0.045753 | -0.002835 | -0.008615 | -0.02022 | -0.012133 | -0.146069 | -0.012974 | -0.020426 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22d5e9e9-e5ad-48cc-86e6-cd52344c684c
|
churn
| 0.609434 | 1 |
churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9843be8-4ddb-47cc-a709-8981a6d7665b
|
no_churn
| 0.193927 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Female
| 60 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
45a655c6-afe3-4d7c-b8d3-97029d154d18
|
no_churn
| 0.002588 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2677413e-7183-430f-80a7-246eddb265d0
|
churn
| 0.882696 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Female
| 34 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
34 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
48467a87-35f9-45fa-b6e9-929700bfbf88
|
no_churn
| 0.095553 | 0 |
no_churn
| -0.182546 | -0.011512 | -0.036835 | -0.037492 | -0.017752 | 0.076335 | 0.015465 | 0.025311 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b69db006-8de7-49a4-9a3f-1ed16a0b68bd
|
no_churn
| 0.295193 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
24 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
838b19e3-b39a-46bd-beaf-cda89f852d95
|
churn
| 0.414842 | 1 |
churn
| -0.077827 | -0.004931 | -0.093704 | -0.042342 | 0.072071 | 0.064481 | 0.05841 | 0.089982 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
48 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e189bafc-6f8f-4237-9bfd-572c7e5ac8a2
|
no_churn
| 0.091547 | 0 |
no_churn
| -0.014987 | 0.001286 | 0.087633 | -0.009762 | 0.086569 | 0.097374 | -0.008985 | -0.008289 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
82d4d6c1-4991-495f-b354-97737f985949
|
no_churn
| 0.029944 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Male
| 21 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,672,812,000 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0783445a-0efd-428a-afc7-b17b0ae76c83
|
churn
| 0.807092 | 1 |
churn
| 0.173132 | -0.001725 | -0.012368 | 0.01089 | 0.144539 | 0.134499 | 0.196092 | 0.085914 |
Male
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1868e372-8eee-4208-a6b4-c1afebc960fb
|
churn
| 0.484437 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 39 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac607073-6fd2-42a5-b578-638583f6461f
|
no_churn
| 0.295193 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 75 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
47 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
31c400af-1921-4d5c-a5ba-d4e917e9ceb8
|
no_churn
| 0.063033 | 0 |
no_churn
| -0.113714 | 0.030577 | 0.007671 | -0.042537 | -0.034158 | 0.028799 | -0.038084 | -0.03958 |
Male
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
65 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
471513f3-40b3-4e07-a970-ac567109e52e
|
no_churn
| 0.009752 | 0 |
no_churn
| 0.112412 | 0.003777 | 0.056129 | 0.115187 | 0.094307 | 0.115695 | 0.006602 | 0.016865 |
Male
| 24 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8524b202-07b0-49ee-bb6a-8bb099d89295
|
no_churn
| 0.070803 | 0 |
no_churn
| -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 |
Male
| 52 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,812,000 |
30 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de3775be-9cc0-42d3-ab8e-94726dbb5ace
|
no_churn
| 0.013179 | 0 |
no_churn
| 0.138579 | -0.004893 | 0.038664 | 0.093284 | 0.066222 | 0.110773 | -0.027473 | -0.034183 |
Male
| 65 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca0511be-d6b5-47ef-85f7-c61052b2f299
|
churn
| 0.920185 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
baca6193-f6b9-49c2-9baa-7b98e07d9fc4
|
churn
| 0.57052 | 1 |
churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Female
| 68 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,812,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e36e83c9-1390-4260-943d-b4b39c081491
|
churn
| 0.300513 | 1 |
churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 21 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ecc621a-5771-4b83-97dd-78ec71f354ac
|
no_churn
| 0.007979 | 0 |
no_churn
| -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33340107-19d8-4864-8ca1-d6164eea9362
|
no_churn
| 0.039396 | 0 |
no_churn
| -0.108279 | -0.007329 | -0.047269 | -0.028212 | -0.022829 | 0.033631 | -0.03007 | -0.021924 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
34 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0e0ebf69-4737-4932-9570-ff8909319e07
|
churn
| 0.648616 | 1 |
churn
| -0.022733 | -0.000725 | 0.125609 | 0.08512 | 0.098304 | 0.128578 | 0.113701 | 0.110729 |
Female
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
14 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea26f455-00f2-4cbc-ab1d-f1d46564be8b
|
no_churn
| 0.262038 | 0 |
no_churn
| -0.06192 | -0.005794 | 0.047048 | -0.071653 | -0.03211 | 0.08053 | -0.062974 | -0.072154 |
Female
| 21 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,812,000 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
42ec9a0b-4506-48e5-8d4b-2c30d515846d
|
no_churn
| 0.336433 | 1 |
churn
| -0.085823 | 0.037152 | -0.049458 | -0.004067 | 0.033692 | 0.083976 | 0.044336 | 0.023666 |
Male
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4ed91a88-5aa6-4608-b64b-d9760ee60216
|
churn
| 0.86825 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a94070c1-347e-4a6c-9bf1-03f80bd2a4a2
|
no_churn
| 0.156101 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Male
| 50 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
33 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
cdcb59a6-a9f9-42f3-b1f0-b3494331669f
|
no_churn
| 0.437225 | 0 |
no_churn
| -0.090299 | -0.002192 | 0.015403 | -0.097211 | -0.10724 | 0.069599 | 0.048225 | 0.058023 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e40f788e-9cff-46af-b899-7adcc1979378
|
churn
| 0.526607 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7fb780db-48d5-4476-ab94-57143ae0b25f
|
no_churn
| 0.106267 | 0 |
no_churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 59 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
399d0c72-b0b5-4f28-ade4-a6136fc1ae7c
|
no_churn
| 0.227935 | 0 |
no_churn
| -0.208403 | -0.00921 | -0.131635 | -0.016121 | 0.052192 | 0.016902 | 0.040683 | 0.046565 |
Female
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
2 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c8c9aaa-022d-4207-87de-d954b0a74b28
|
no_churn
| 0.549872 | 0 |
no_churn
| 0.221831 | 0.153175 | 0.072152 | 0.027431 | 0.030538 | 0.16135 | -0.025251 | -0.030838 |
Female
| 39 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
25 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e436bf6e-a755-4716-b9a3-98cbb9b6559e
|
no_churn
| 0.302349 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 61 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,812,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
944fcc70-1e04-41f7-9bcf-78af4e873b73
|
churn
| 0.659978 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c0a0409e-631b-4714-99a7-cccb1ec97d2b
|
no_churn
| 0.039004 | 0 |
no_churn
| -0.035056 | 0.042081 | 0.019282 | -0.070656 | -0.00809 | -0.158308 | -0.006696 | -0.011583 |
Male
| 47 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
179e9de6-5f0c-441c-a500-64e7ca29307c
|
no_churn
| 0.11761 | 0 |
no_churn
| -0.123675 | -0.003122 | 0.068447 | 0.063555 | 0.045199 | 0.089987 | -0.013162 | -0.040149 |
Female
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
31 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3c59de19-de8a-45bb-9477-7fad55fefa3a
|
no_churn
| 0.139537 | 0 |
no_churn
| 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 |
Male
| 52 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2a8fffea-3a25-46d6-8ef2-ecd23c786c63
|
churn
| 0.344766 | 1 |
churn
| -0.25679 | -0.002244 | -0.016678 | -0.062982 | 0.021558 | 0.061392 | -0.046144 | 0.06286 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ea5ff11-cee4-459e-bca8-dae565764a3c
|
no_churn
| 0.020453 | 0 |
no_churn
| -0.088153 | -0.010926 | -0.027303 | -0.054081 | 0.015941 | 0.041572 | -0.057518 | -0.068558 |
Male
| 40 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1a24a53f-a411-470d-91b4-db28be76b885
|
no_churn
| 0.219553 | 0 |
no_churn
| -0.085832 | -0.002061 | 0.015515 | 0.050641 | 0.045312 | 0.090738 | 0.000262 | -0.013601 |
Male
| 35 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d87c176c-d199-4aec-a1b6-31b78fd9704e
|
no_churn
| 0.018566 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
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