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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
6b1d0989-f308-48e1-9a53-6b6e36c0414e
|
churn
| 0.218246 | 1 |
churn
| 0.077211 | -0.001064 | 0.108742 | 0.0685 | 0.111377 | -0.049879 | 0.142144 | 0.113944 |
Male
| 55 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,380,000 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9285228f-cd9c-46d0-b943-8d8acd1f9c46
|
no_churn
| 0.458197 | 0 |
no_churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,380,000 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f4a57553-5fba-48b5-964d-3f0cd6ad515a
|
no_churn
| 0.364555 | 0 |
no_churn
| 0.026426 | -0.002019 | 0.063279 | 0.01817 | 0.18173 | 0.124399 | 0.133782 | 0.059206 |
Female
| 56 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e49723e0-cd2d-4565-8a39-ab3a3a6e38c1
|
no_churn
| 0.359482 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
27868d9a-e71a-439c-beb0-231cf8bb07c5
|
no_churn
| 0.013167 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Female
| 56 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,380,000 |
45 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
980c62c8-f72a-4082-a7c3-a6ddcbe679dd
|
no_churn
| 0.007465 | 0 |
no_churn
| -0.054827 | -0.004631 | -0.006493 | -0.038031 | -0.040645 | -0.095726 | -0.014461 | -0.014212 |
Female
| 58 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,672,380,000 |
50 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6a34e1c7-14b1-4176-9276-be93b0ec8890
|
churn
| 0.32944 | 1 |
churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
32 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
d067c65d-2246-4c91-ad58-6e74bc0cc503
|
no_churn
| 0.285854 | 0 |
no_churn
| -0.034153 | -0.001074 | 0.007273 | -0.017729 | 0.062886 | -0.161797 | 0.031352 | 0.055466 |
Male
| 77 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,380,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
dce9650b-29b6-4eac-92de-41c44a28b750
|
churn
| 0.654746 | 1 |
churn
| -0.105215 | -0.003144 | 0.023267 | 0.060642 | 0.028563 | 0.072282 | 0.0224 | 0.064234 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
52 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82cdc82c-a0e4-4fd9-9b1b-f9f3b847fc28
|
no_churn
| 0.103665 | 0 |
no_churn
| -0.006753 | -0.001164 | 0.032308 | 0.129388 | 0.101674 | 0.09736 | -0.004772 | 0.002932 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5671d082-8ad4-4f84-8555-b3013cf2d2f0
|
no_churn
| 0.724361 | 0 |
no_churn
| 0.074535 | -0.004501 | 0.110634 | 0.008177 | 0.062705 | 0.083209 | 0.043878 | 0.033754 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
fbe8fb3d-8d09-4d7f-948b-e7ef985c0ab0
|
churn
| 0.375964 | 1 |
churn
| 0.106171 | -0.007826 | -0.062426 | -0.061481 | -0.022765 | 0.08663 | 0.048213 | 0.064458 |
Female
| 41 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4b9928d5-8eb4-4d5c-b0e6-c976c9bd70a2
|
no_churn
| 0.100704 | 0 |
no_churn
| 0.017214 | -0.004631 | -0.005258 | -0.045737 | -0.006973 | -0.03535 | -0.016204 | -0.047303 |
Female
| 25 |
Yes
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,380,000 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4e6be10-5f2f-4caf-9c9c-37dd6854225b
|
no_churn
| 0.345946 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 63 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,380,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
fa5728d0-0522-4b1a-ba3d-d5d9fb20b09f
|
no_churn
| 0.077174 | 0 |
no_churn
| 0.084264 | 0.000684 | 0.099325 | 0.144016 | 0.050756 | -0.006862 | 0.176277 | 0.082513 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cef7d7c-7b5a-4629-84d2-f4b4cec7a82b
|
no_churn
| 0.387437 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a7761874-d13f-43c1-8c45-d23cf7dd7948
|
no_churn
| 0.100704 | 0 |
no_churn
| 0.017214 | -0.004631 | -0.005258 | -0.045737 | -0.006973 | -0.03535 | -0.016204 | -0.047303 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
3292bdaf-1990-4896-b67d-3ae4ebd812d9
|
no_churn
| 0.213169 | 0 |
no_churn
| -0.074997 | -0.002838 | -0.005177 | -0.017936 | -0.046299 | -0.183922 | 0.037724 | 0.024418 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
3 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
888871e1-5904-46ce-b39e-bfc2964964b0
|
no_churn
| 0.381588 | 0 |
no_churn
| 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 |
Female
| 45 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,380,000 |
45 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f1ad85c4-9562-4fcc-8b3b-945294ce42cf
|
no_churn
| 0.007465 | 0 |
no_churn
| -0.054827 | -0.004631 | -0.006493 | -0.038031 | -0.040645 | -0.095726 | -0.014461 | -0.014212 |
Male
| 40 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
9 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
78c509c8-6633-4c94-8709-9b49b687c9c4
|
no_churn
| 0.080703 | 0 |
no_churn
| 0.015724 | -0.002827 | -0.014323 | 0.004377 | 0.042738 | -0.177975 | 0.073225 | 0.041201 |
Male
| 80 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
51 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
fedc52b3-9eb0-4a86-898a-3eb878c46df8
|
no_churn
| 0.11201 | 0 |
no_churn
| 0.009577 | 0.141315 | 0.069252 | 0.03838 | 0.057405 | -0.004646 | 0.189823 | 0.069868 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
cf579fa1-6f24-480d-841d-982d8de40238
|
no_churn
| 0.009597 | 0 |
no_churn
| -0.132473 | -0.00246 | -0.01454 | -0.00652 | 0.027278 | -0.190267 | 0.023763 | 0.046193 |
Male
| 35 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
55 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
9632ba74-7d29-452b-a974-be31f5ceec58
|
no_churn
| 0.128955 | 0 |
no_churn
| -0.057631 | -0.002232 | -0.012632 | -0.021842 | 0.045886 | -0.185784 | 0.026116 | 0.049094 |
Female
| 51 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
4d72e48c-5f0a-4609-a810-8ac0586743b8
|
churn
| 0.543731 | 1 |
churn
| 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d798fd16-8dd0-4c4e-aab6-f828121ef81c
|
churn
| 0.827015 | 1 |
churn
| 0.131171 | -0.004224 | 0.124869 | 0.097965 | 0.101845 | 0.115712 | 0.043859 | 0.064776 |
Male
| 58 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,380,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9da4ea16-230d-40c3-8162-3e2614f50d03
|
no_churn
| 0.724361 | 0 |
no_churn
| 0.074535 | -0.004501 | 0.110634 | 0.008177 | 0.062705 | 0.083209 | 0.043878 | 0.033754 |
Male
| 20 |
No
|
No
|
Disabled
|
Rural
|
College
| 1,672,380,000 |
48 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
0bc0e954-d6ae-4c03-b04b-b7c2bffe5510
|
no_churn
| 0.064507 | 0 |
no_churn
| -0.037365 | -0.023372 | 0.020312 | 0.022221 | 0.096066 | -0.020301 | 0.056913 | 0.0765 |
Male
| 30 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d601f6f-9b80-440d-b290-2fd3ee131588
|
no_churn
| 0.458197 | 0 |
no_churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Female
| 77 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,380,000 |
70 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
00e0e363-fe3c-4523-8b5b-eafdbea7fef3
|
no_churn
| 0.016743 | 0 |
no_churn
| -0.059218 | -0.002812 | -0.026708 | -0.022194 | -0.031675 | -0.178941 | 0.028051 | 0.024471 |
Male
| 32 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7086b20d-4c21-4298-982a-a3655db64d75
|
no_churn
| 0.013167 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Female
| 47 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,380,000 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5507e6e-a1fc-4d7f-95b9-c67be68c8332
|
no_churn
| 0.380865 | 0 |
no_churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 72 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8215c0f3-b87c-4fa6-bb9d-10e0bfdf0df1
|
no_churn
| 0.321197 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
99abedba-79fd-4f61-8207-6356f1e05e05
|
churn
| 0.311951 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
543fd527-bc88-4655-a001-09716a293834
|
no_churn
| 0.100704 | 0 |
no_churn
| 0.017214 | -0.004631 | -0.005258 | -0.045737 | -0.006973 | -0.03535 | -0.016204 | -0.047303 |
Male
| 45 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,380,000 |
11 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
dc21f059-1c81-4434-86b1-62ccb235d50b
|
no_churn
| 0.480351 | 0 |
no_churn
| 0.017432 | -0.00376 | -0.103402 | 0.031337 | 0.102166 | 0.090311 | -0.086422 | 0.008324 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,380,000 |
11 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f2a8092-fac3-466b-bf75-8e6fadff1875
|
no_churn
| 0.206477 | 0 |
no_churn
| 0.020673 | -0.006283 | 0.005203 | -0.03007 | -0.135286 | 0.05764 | -0.049148 | -0.059754 |
Male
| 35 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a74153ed-5cc8-42f2-a29e-ac03a233425d
|
no_churn
| 0.307459 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Female
| 20 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
1972e261-0b1b-41e4-ad0b-8084c0e48a18
|
no_churn
| 0.007327 | 0 |
no_churn
| -0.096208 | -0.003764 | -0.001178 | -0.03211 | -0.04937 | -0.127425 | 0.017434 | 0.023595 |
Male
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
24 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f592b703-67d2-4e10-a33d-4088bc54328e
|
no_churn
| 0.557771 | 0 |
no_churn
| -0.028298 | -0.005068 | 0.023263 | 0.040818 | 0.109464 | 0.085267 | 0.013212 | 0.102317 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
47 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b4224c17-f790-4df5-94d8-2796ebbd9fa7
|
no_churn
| 0.009536 | 0 |
no_churn
| -0.030589 | -0.003533 | -0.001316 | -0.054061 | 0.016723 | -0.122569 | -0.028684 | -0.044997 |
Male
| 51 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,380,000 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
48f049bf-68a7-46fe-acfd-259ff55f2aa8
|
churn
| 0.59937 | 1 |
churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Female
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0c0ad8c8-06b4-4d43-95d1-1db87b358376
|
churn
| 0.817477 | 1 |
churn
| 0.203034 | -0.004277 | 0.104425 | 0.140981 | 0.07174 | 0.146985 | 0.027337 | 0.04075 |
Female
| 51 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
8a877710-2fa1-491e-aa9e-6f99e5193318
|
no_churn
| 0.013167 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Male
| 68 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
bd9cd7c5-7425-4976-b71e-270cb46c4be5
|
no_churn
| 0.119632 | 0 |
no_churn
| -0.106295 | -0.001918 | 0.016794 | -0.010462 | 0.033303 | -0.201105 | 0.018027 | 0.045191 |
Male
| 77 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,380,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f3d1b590-c21f-4284-b99a-b04e9d85a422
|
no_churn
| 0.001585 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Female
| 39 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,380,000 |
27 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9395d3e-91c4-415b-9d4d-eb23080a2d35
|
churn
| 0.326846 | 1 |
churn
| -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5e4cf72c-d8fe-46a4-a65a-68b2febcfcd5
|
churn
| 0.781034 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26eb8aeb-6947-4540-a713-b704a0b97942
|
churn
| 0.66686 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c282fb43-6cf3-4936-8130-45ecd84d4f07
|
no_churn
| 0.381668 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70a944bc-6813-4c2d-8032-e5af6feb2817
|
no_churn
| 0.341527 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 30 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
54 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
fe28c96d-8db1-418b-b49d-5f0c85530282
|
no_churn
| 0.011462 | 0 |
no_churn
| -0.057125 | -0.003883 | 0.006873 | -0.01824 | -0.044806 | -0.117876 | -0.013722 | -0.015248 |
Female
| 72 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
bd15a14a-1da9-4c79-94e8-4975bc8823f2
|
churn
| 0.59937 | 1 |
churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Male
| 25 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
61 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
e41c08d2-3c91-4a73-8567-aa2313d48e88
|
no_churn
| 0.008653 | 0 |
no_churn
| -0.051324 | -0.001342 | -0.001248 | 0.001889 | 0.06203 | -0.196072 | 0.045177 | 0.051863 |
Male
| 28 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,466,400 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
377692ef-1017-49b4-bcc4-7ccd3aac6da7
|
no_churn
| 0.005905 | 0 |
no_churn
| -0.093953 | 0.001545 | -0.004754 | -0.015008 | -0.056214 | -0.135096 | 0.013401 | 0.021052 |
Male
| 58 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
e140dba5-3871-493d-bb85-a2084939b6be
|
no_churn
| 0.054296 | 0 |
no_churn
| -0.061192 | -0.012447 | -0.03288 | -0.013636 | -0.023211 | -0.063041 | 0.056095 | 0.041286 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
aa9df722-ce2c-48b9-9833-44dfd3181498
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
370c0a8e-5f5e-478d-b9d4-527a7d43c930
|
no_churn
| 0.005962 | 0 |
no_churn
| -0.101556 | -0.00126 | -0.006021 | -0.012521 | -0.037678 | -0.151619 | 0.02095 | 0.020679 |
Female
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
52 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
ffc18fa1-068f-4fe3-83e0-134db20c57dd
|
no_churn
| 0.015229 | 0 |
no_churn
| -0.072742 | -0.003654 | -0.002672 | -0.009137 | -0.084554 | -0.134304 | 0.011394 | 0.026642 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,466,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f327185c-eea1-462c-b4f0-e416f3c4b5c9
|
no_churn
| 0.004742 | 0 |
no_churn
| -0.07563 | -0.004983 | -0.017068 | -0.017693 | -0.039508 | -0.151407 | 0.016212 | 0.021052 |
Female
| 68 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,466,400 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f4f65553-4f4f-4cca-a0ce-b349d10ddbf1
|
no_churn
| 0.01769 | 0 |
no_churn
| -0.072934 | -0.002553 | 0.003824 | -0.036981 | -0.031821 | -0.140205 | -0.01254 | 0.024184 |
Female
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
29f014ba-2f7f-4133-96a0-18679d68c224
|
no_churn
| 0.011451 | 0 |
no_churn
| -0.093348 | -0.003542 | -0.00134 | -0.031278 | -0.047939 | -0.142426 | 0.023264 | 0.027583 |
Female
| 66 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,466,400 |
41 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
4a93205a-5b50-41a0-9a5b-7e53c5402388
|
no_churn
| 0.102587 | 0 |
no_churn
| -0.087375 | -0.00262 | -0.025242 | -0.040659 | 0.01493 | -0.144591 | 0.00258 | 0.043952 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
a748944f-e353-4100-b166-8b7bc72827e0
|
no_churn
| 0.121713 | 0 |
no_churn
| -0.11634 | -0.002947 | 0.005554 | -0.017268 | -0.117438 | -0.060242 | 0.005798 | 0.033857 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
398bb6fe-db69-46ba-8e41-f57db18cbc2f
|
no_churn
| 0.487624 | 0 |
no_churn
| 0.273244 | -0.006688 | -0.033203 | 0.005085 | 0.167522 | 0.145772 | 0.094387 | 0.084855 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
a055056f-7243-4ad0-bff4-50b7ef7aa4ee
|
no_churn
| 0.017654 | 0 |
no_churn
| -0.076477 | -0.003944 | -0.010238 | -0.010144 | -0.105141 | -0.107197 | 0.016708 | 0.027407 |
Male
| 74 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
7779c906-202c-49a7-82c1-1a68bd65251d
|
no_churn
| 0.00564 | 0 |
no_churn
| -0.099812 | -0.003089 | -0.002321 | -0.030191 | -0.037028 | -0.135272 | 0.016468 | 0.022218 |
Female
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
51 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
85a023e6-2db4-4978-9468-22115c00a5c0
|
no_churn
| 0.023517 | 0 |
no_churn
| -0.064918 | -0.001325 | -0.044377 | -0.041849 | 0.055301 | -0.19938 | 0.043212 | 0.047643 |
Male
| 23 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
1283b1cc-10dc-4372-8666-a29fd5e99683
|
no_churn
| 0.012463 | 0 |
no_churn
| -0.123463 | -0.002335 | -0.018173 | -0.013647 | 0.032377 | -0.212945 | 0.031349 | 0.037811 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
2fd3eeb0-b09f-427a-b0a9-9b16b3d53480
|
churn
| 0.015889 | 0 |
no_churn
| -0.051617 | -0.00075 | 0.03122 | 0.023307 | -0.026966 | -0.165751 | 0.054052 | 0.047479 |
Male
| 28 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
61 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
215bfbd1-c4fb-4555-8dd2-829193188e7b
|
no_churn
| 0.014718 | 0 |
no_churn
| -0.086017 | -0.00404 | -0.000323 | -0.071107 | -0.03799 | -0.119451 | 0.029512 | 0.020389 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
37 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
42a3fbb5-1ff6-411a-b4b9-36f780fd519a
|
no_churn
| 0.018626 | 0 |
no_churn
| -0.052636 | -0.003976 | 0.001897 | -0.032899 | -0.032357 | -0.108243 | -0.017034 | -0.02378 |
Female
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
62 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
34b8aba5-b9a3-4be2-9253-67b1d90a0815
|
no_churn
| 0.015905 | 0 |
no_churn
| -0.10501 | 0.013955 | -0.000721 | -0.015039 | 0.003645 | -0.108744 | -0.023919 | -0.023193 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c44d62b-23a2-4c4d-9432-93c030d7126d
|
no_churn
| 0.314077 | 0 |
no_churn
| 0.05007 | -0.015926 | -0.084074 | -0.127133 | -0.030942 | 0.077835 | -0.037735 | -0.058954 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
50 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5b5935d5-9c6b-4a0d-aa68-a41bfa637b85
|
no_churn
| 0.022101 | 0 |
no_churn
| -0.074259 | 0.014157 | 0.006089 | -0.073661 | 0.013013 | -0.069854 | -0.038778 | -0.045734 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
61 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
cf76a749-f58b-468e-914d-3bcc6a65bf57
|
no_churn
| 0.024958 | 0 |
no_churn
| -0.095169 | 0.008907 | 0.002982 | -0.01915 | 0.003876 | -0.126232 | -0.02392 | -0.02032 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
59 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5b8da2aa-5ddd-480b-9675-c5b6fe1fc04c
|
no_churn
| 0.019991 | 0 |
no_churn
| -0.054986 | -0.003904 | -0.004118 | -0.032315 | -0.027564 | -0.10933 | -0.016136 | -0.017338 |
Female
| 49 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,466,400 |
42 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0136511f-3e16-4c44-84b6-a05d2c39bbe9
|
churn
| 0.108945 | 1 |
churn
| 0.041499 | 0.106311 | 0.039229 | 0.081735 | 0.056246 | 0.009445 | -0.000267 | -0.003224 |
Male
| 23 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
53 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
33f2b224-335a-46de-a04b-9ab8d8bce464
|
churn
| 0.107391 | 1 |
churn
| -0.059114 | -0.002875 | 0.019999 | -0.045002 | -0.002758 | -0.027831 | -0.011259 | -0.020187 |
Male
| 62 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
62 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
db478f41-7f82-4e49-a9f1-1f664f89a122
|
no_churn
| 0.019599 | 0 |
no_churn
| -0.080642 | 0.006984 | -0.004377 | -0.017237 | -0.022769 | -0.125069 | -0.012787 | -0.013129 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
40181844-95af-44e1-bee8-b9418c196351
|
no_churn
| 0.078435 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Male
| 67 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9e350410-011f-4171-9711-3006be881d03
|
no_churn
| 0.080642 | 0 |
no_churn
| -0.050267 | -0.004594 | -0.026969 | -0.022538 | 0.001415 | -0.094567 | -0.038184 | -0.033322 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d18c870e-2b5e-49e0-9f78-9ba54604cfbf
|
no_churn
| 0.119197 | 0 |
no_churn
| 0.086158 | 0.144487 | 0.065638 | 0.002718 | -0.131171 | 0.108779 | -0.019014 | -0.018955 |
Female
| 61 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,466,400 |
60 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f2174480-cf75-4674-a443-f2a0feed307b
|
no_churn
| 0.007335 | 0 |
no_churn
| -0.056129 | -0.003968 | -0.010231 | -0.027065 | -0.005244 | -0.110848 | -0.029385 | -0.026157 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
25 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6aeddb7-eeab-4f5c-b540-684c5dbc9aa5
|
no_churn
| 0.146081 | 0 |
no_churn
| -0.103168 | -0.007022 | -0.032056 | -0.056655 | -0.055333 | 0.029371 | -0.023975 | -0.020189 |
Female
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,466,400 |
39 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e229f1f0-77a5-4875-b586-979d43161437
|
no_churn
| 0.049294 | 0 |
no_churn
| 0.046496 | 0.095713 | 0.039673 | -0.028345 | 0.042586 | -0.18542 | 0.008125 | -0.007855 |
Female
| 74 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7bd2b036-a98b-49b3-967a-b8d1cbb79936
|
churn
| 0.306348 | 1 |
churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,466,400 |
67 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ef83fb10-d5dd-4f26-84f5-f11e68716677
|
no_churn
| 0.071636 | 0 |
no_churn
| -0.064098 | 0.001849 | -0.007619 | -0.020463 | -0.030046 | -0.121574 | -0.013249 | -0.013825 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
64 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1077bb10-0a30-494b-b681-30713d0e8494
|
churn
| 0.093516 | 1 |
churn
| 0.031176 | 0.001159 | 0.024113 | 0.015309 | 0.038248 | -0.076656 | -0.005345 | -0.023042 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,466,400 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d0454fa-5de3-49a1-81ad-25a669c59d44
|
no_churn
| 0.233069 | 0 |
no_churn
| 0.017089 | -0.011454 | -0.026559 | -0.134057 | 0.023193 | 0.043788 | -0.053568 | -0.069958 |
Female
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
68 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
c7277878-ef70-4206-89f6-a7575f9c0920
|
no_churn
| 0.239214 | 0 |
no_churn
| -0.06105 | -0.001506 | 0.018744 | -0.048349 | -0.094257 | -0.065753 | 0.029269 | 0.046875 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
55 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
794a1374-80ec-46bd-abcf-f16540dcc5df
|
no_churn
| 0.166043 | 0 |
no_churn
| -0.001337 | -0.004522 | -0.042576 | 0.037183 | 0.098096 | -0.078393 | 0.114071 | 0.078452 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
12788b29-7fa4-4c7c-bfda-bb813f5f43d5
|
churn
| 0.012734 | 0 |
no_churn
| -0.098981 | -0.003066 | 0.011121 | -0.002491 | -0.047457 | -0.188772 | 0.027769 | 0.032851 |
Male
| 27 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
56 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7f199c7d-6e25-4f88-ad98-7793bd989a0c
|
churn
| 0.265877 | 1 |
churn
| -0.073622 | -0.005627 | 0.023853 | -0.020882 | -0.064307 | 0.047211 | -0.014535 | 0.038882 |
Male
| 68 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
45 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
48a5307b-7962-4ea2-9a65-5d6fff439659
|
no_churn
| 0.241151 | 0 |
no_churn
| -0.16041 | -0.008611 | 0.021105 | -0.059803 | -0.138261 | 0.058765 | 0.013753 | 0.054436 |
Male
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
be137bec-343f-4716-86ec-e349e2d4689b
|
no_churn
| 0.601566 | 0 |
no_churn
| 0.238836 | -0.002972 | -0.045752 | -0.105542 | 0.059929 | 0.139861 | 0.087084 | 0.09753 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5e4d1619-d8e9-4421-9b00-575ac3ae6937
|
churn
| 0.690267 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 45 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
8f87a9a4-3b34-4c13-9ed5-788476c9a6c6
|
churn
| 0.032383 | 0 |
no_churn
| 0.060165 | 0.001157 | 0.042189 | 0.055627 | 0.151196 | -0.111902 | 0.093071 | 0.093423 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
cc428e37-f21a-4b2c-9525-c90488943c9a
|
no_churn
| 0.009696 | 0 |
no_churn
| -0.092892 | -0.003678 | 0.006301 | -0.011443 | -0.042036 | -0.128529 | 0.027604 | 0.026652 |
Female
| 51 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,466,400 |
31 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5b2971f2-abf0-43be-a04b-8d845f570102
|
churn
| 0.506009 | 1 |
churn
| -0.084365 | -0.004015 | -0.090761 | 0.039516 | 0.037454 | 0.063519 | -0.037063 | 0.022498 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
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