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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b15d0f4f-23fa-47ee-a7a6-0a98e7fd65ca
|
churn
| 0.725415 | 1 |
churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a18e98f2-8138-4c01-8986-a71e6175b11f
|
churn
| 0.622487 | 1 |
churn
| 0.029575 | -0.001379 | 0.093665 | 0.06109 | 0.036407 | 0.125477 | 0.058406 | 0.029233 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
109aacf8-44b3-426e-abc4-2b1ac63b071c
|
no_churn
| 0.115039 | 0 |
no_churn
| -0.130182 | -0.001813 | 0.026018 | 0.016967 | 0.007307 | -0.199683 | -0.005941 | 0.036681 |
Female
| 80 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fa766455-368c-47cf-83d0-6624023a7d1f
|
churn
| 0.828344 | 1 |
churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Male
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a5c85977-3f6f-4ff0-b201-0ee36af64048
|
churn
| 0.877077 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2b3487e7-0af5-4189-973e-366299401f6b
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Male
| 78 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d91dcb08-9054-4621-a9a9-c2fa560f74ac
|
churn
| 0.646926 | 1 |
churn
| -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 |
Male
| 27 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,672,552,800 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
bf67a7bf-108a-4ba5-94de-daa1e3cc4fed
|
churn
| 0.627521 | 1 |
churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
04913318-0038-4136-a694-446ac4680167
|
churn
| 0.660657 | 1 |
churn
| 0.139773 | -0.002822 | -0.041781 | 0.019283 | 0.081303 | 0.148109 | 0.046857 | 0.069561 |
Female
| 23 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6e16ed46-b10e-4086-abaa-8643a98398cb
|
churn
| 0.854389 | 1 |
churn
| 0.059398 | -0.0024 | 0.068328 | 0.012367 | 0.072232 | 0.079385 | 0.05405 | 0.049364 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
96f88936-e6b6-4e7b-a51e-289370e41785
|
churn
| 0.804451 | 1 |
churn
| 0.042043 | -0.00701 | -0.115558 | -0.041222 | -0.030965 | 0.095016 | -0.120777 | 0.010368 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b0e10ace-94c4-4ac2-a1db-634ca1c16643
|
no_churn
| 0.267077 | 0 |
no_churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6ae7643d-d1a4-426f-899c-53aebb23b8b1
|
no_churn
| 0.118324 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Female
| 63 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
6ddfdd33-f5a0-4d4f-9f9a-a8a9e27573f3
|
no_churn
| 0.071005 | 0 |
no_churn
| -0.136788 | -0.003518 | 0.006473 | 0.024337 | -0.017904 | -0.101008 | -0.014411 | -0.026207 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e40cfac-f394-4050-8cf0-d441785a8642
|
churn
| 0.295641 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da9fbcf7-61ab-4519-9267-110ce411ce58
|
no_churn
| 0.359835 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
acc77e18-63ce-424f-8075-b05451cc5398
|
churn
| 0.583605 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 35 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
18b5e725-f443-4940-8ab9-71d879e56997
|
no_churn
| 0.239034 | 0 |
no_churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Female
| 38 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8dc4af44-bd5a-4236-96b2-9e34432bf471
|
no_churn
| 0.378783 | 0 |
no_churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Female
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de4c6298-b6e1-4d1d-a517-955892628753
|
churn
| 0.611535 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Male
| 66 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,552,800 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85ba8da7-c94f-4b95-8cbd-50ddfa32e765
|
no_churn
| 0.136492 | 0 |
no_churn
| -0.198403 | -0.004043 | 0.030745 | 0.024506 | -0.011828 | 0.053071 | -0.006837 | -0.005395 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef112abf-9f26-408c-8a12-40bf4975db57
|
no_churn
| 0.817008 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e8cdf25-b96b-42bb-8c7d-fde7a50b4d35
|
no_churn
| 0.409951 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 42 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a7f4981-248a-480f-a793-95956c15622d
|
no_churn
| 0.535213 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Female
| 40 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,552,800 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cbc4697-9fbb-49db-badb-0cf7d6a62d74
|
no_churn
| 0.65626 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09fdc747-3905-4785-9d83-beb158e9fe95
|
churn
| 0.618137 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Male
| 44 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,672,552,800 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
441026fd-df83-41c3-9ba5-92f115cbafde
|
churn
| 0.48248 | 1 |
churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,552,800 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e07c1b2d-ce8e-427f-9294-c265c8306393
|
no_churn
| 0.099955 | 0 |
no_churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Male
| 23 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,552,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
667a50ec-4ab9-4239-bcf8-fa825a7e14a6
|
no_churn
| 0.568597 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6cd6729-6736-466d-9b8e-f860383433fc
|
churn
| 0.661642 | 1 |
churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,552,800 |
48 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
376639cb-e587-421c-b43b-b181d0bc1612
|
no_churn
| 0.098325 | 0 |
no_churn
| -0.074443 | -0.002796 | -0.072213 | 0.096611 | 0.042736 | 0.068122 | -0.013222 | -0.038488 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
402f8e0e-34f9-4d07-ac11-d2bbee74f14d
|
no_churn
| 0.332077 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e982461-05c6-4c44-9b3e-728a372561af
|
churn
| 0.727609 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 79 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,552,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60fb59f1-6b22-4b9c-a8d2-aacef8335770
|
no_churn
| 0.700218 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Male
| 68 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f93c3b8f-7161-415b-ba36-23ae1e0e741f
|
no_churn
| 0.54097 | 0 |
no_churn
| 0.008312 | -0.006355 | 0.012914 | 0.120567 | -0.011532 | 0.11827 | -0.019765 | -0.045725 |
Female
| 61 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cbcdc464-450c-40aa-9cd5-e825f8f7bb8f
|
churn
| 0.897968 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 61 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5e8b208-f685-4013-a433-47a1281d2ea6
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 77 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,552,800 |
71 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e386ea48-8666-4174-809c-76dfd95430ae
|
no_churn
| 0.025693 | 0 |
no_churn
| -0.219782 | -0.004668 | -0.028862 | 0.009074 | -0.003563 | 0.044165 | -0.018714 | -0.032676 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2f9bc278-0b16-4d95-9261-408c01ffe182
|
no_churn
| 0.054668 | 0 |
no_churn
| -0.087096 | -0.004914 | 0.000027 | 0.035975 | 0.007743 | -0.124863 | -0.016481 | -0.025367 |
Female
| 37 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09044f9d-5fb6-4b3f-917d-222b3a8e36e3
|
no_churn
| 0.818933 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 66 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,552,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e19dd629-fef7-4991-a417-b6bbc3e19c22
|
churn
| 0.482898 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 61 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8bbfe740-5feb-4571-ad5b-7c2ca873eb3e
|
no_churn
| 0.186677 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
70 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
c4e43d8f-4646-40f6-b999-c7641bc8001e
|
no_churn
| 0.00679 | 0 |
no_churn
| -0.064337 | -0.002939 | -0.00089 | -0.03597 | -0.001191 | -0.117291 | -0.021179 | -0.025229 |
Female
| 31 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b91f84ea-e550-4719-9490-b5fe684bdcbe
|
no_churn
| 0.267077 | 0 |
no_churn
| -0.274041 | -0.004653 | 0.014328 | -0.086072 | 0.00962 | 0.033292 | 0.025944 | 0.029223 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f19edd05-6a17-46c5-9cc4-ca56b85a973d
|
churn
| 0.212335 | 1 |
churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
17657ff6-0bf5-40f5-bfa6-1efd51a3bb12
|
no_churn
| 0.017207 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Female
| 21 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,552,800 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b7726fea-9114-4798-8039-30471b0e927f
|
no_churn
| 0.302143 | 0 |
no_churn
| 0.028339 | -0.007448 | -0.04009 | -0.043422 | 0.139924 | 0.081593 | 0.062177 | 0.104901 |
Male
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,552,800 |
44 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
61c20f2a-6ab9-4b1d-9dbd-98e70ec18b9b
|
churn
| 0.434295 | 1 |
churn
| -0.202106 | 0.022399 | -0.012821 | -0.005078 | 0.015569 | 0.045472 | -0.025103 | -0.037357 |
Male
| 33 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
068b2288-b5e1-4d56-82c7-3a035bae8570
|
churn
| 0.03814 | 1 |
churn
| -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 |
Male
| 67 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,552,800 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
38f736fc-ed30-4e94-bc8a-2e2568f20937
|
churn
| 0.205725 | 1 |
churn
| 0.008262 | -0.0027 | -0.066419 | 0.052694 | 0.135719 | 0.090516 | 0.062036 | 0.090866 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ea4a5113-dcf5-47cc-a1e5-a01eb1d142dc
|
churn
| 0.036213 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Female
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
06146ebc-6ce6-4869-b5dc-52f6a23a5af1
|
churn
| 0.03814 | 1 |
churn
| -0.042303 | -0.003595 | -0.01246 | -0.059975 | 0.021805 | -0.093517 | -0.027923 | -0.042058 |
Female
| 44 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
bfded43a-8693-4c93-97ea-e9943586046b
|
no_churn
| 0.032255 | 0 |
no_churn
| -0.016152 | -0.009643 | -0.014016 | -0.088205 | -0.010914 | -0.089616 | -0.010969 | -0.029512 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
71 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
196f34e1-0c55-4b23-bca3-0856ffcdafcd
|
no_churn
| 0.025693 | 0 |
no_churn
| -0.137927 | -0.003787 | -0.013079 | 0.020144 | -0.007501 | -0.087578 | -0.018912 | -0.020385 |
Male
| 43 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
02c464b0-e483-4460-be3c-df414a6010cf
|
no_churn
| 0.09536 | 0 |
no_churn
| -0.073748 | -0.000237 | 0.035422 | 0.033054 | 0.079895 | 0.093629 | 0.046376 | 0.061087 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8df99c9d-bafe-4d02-88fb-8a06a003298f
|
no_churn
| 0.65626 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
60 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a30626db-3146-446f-952e-dceed5692961
|
no_churn
| 0.006348 | 0 |
no_churn
| -0.057228 | -0.00207 | 0.002009 | -0.003567 | -0.027611 | 0.051477 | -0.041043 | -0.040993 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,672,552,800 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57152e6c-d8da-4895-b8c2-bbac11bd230d
|
no_churn
| 0.159217 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f968c1a-2dc2-43fa-81ac-fb094cdc64e2
|
churn
| 0.299386 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
5e53875f-b9fb-4dd5-984e-60b3c38d6ba6
|
no_churn
| 0.005631 | 0 |
no_churn
| -0.168964 | -0.002125 | -0.004878 | 0.012818 | -0.095707 | 0.05025 | 0.079838 | 0.053075 |
Male
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
32 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c024a049-29f6-4b93-befa-264edf5f8ea2
|
no_churn
| 0.005725 | 0 |
no_churn
| -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 |
Male
| 59 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
27 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
005f1c4f-9547-4cb0-a368-77b66e1b1a98
|
no_churn
| 0.077177 | 0 |
no_churn
| -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
81cd1b44-fdfa-4f42-90ec-d892a1abcbac
|
no_churn
| 0.004996 | 0 |
no_churn
| -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 |
Female
| 59 |
Yes
|
No
|
Disabled
|
Suburban
|
Master
| 1,672,552,800 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
88ebf096-32cc-4937-89b7-ccd5b1b3ebbd
|
no_churn
| 0.007334 | 0 |
no_churn
| -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 |
Female
| 37 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
875cfee3-a67a-497c-a041-2572acd89ac1
|
no_churn
| 0.011459 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Male
| 79 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
58 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
44b53e3d-0fff-492e-a10e-ddca4beb6548
|
no_churn
| 0.012332 | 0 |
no_churn
| -0.122599 | -0.008459 | -0.021789 | -0.029067 | -0.044845 | 0.02813 | -0.02991 | -0.020488 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,552,800 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37cf5bc1-7693-44e6-be63-9a16f8a2e23a
|
churn
| 0.250534 | 1 |
churn
| -0.040067 | -0.005499 | 0.005298 | -0.12244 | 0.018898 | 0.060982 | -0.045836 | -0.065363 |
Male
| 26 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,552,800 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1a3a1a06-8943-4c76-99ae-c3a0024964dd
|
no_churn
| 0.384693 | 0 |
no_churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Male
| 59 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
7070252a-dfb3-402a-8619-74867e7eef74
|
no_churn
| 0.631806 | 1 |
churn
| -0.043028 | -0.00334 | 0.105865 | 0.096616 | 0.088291 | 0.13118 | 0.141937 | 0.128454 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
50900e3b-abf3-4f0b-8a9a-41d1a99a54ae
|
no_churn
| 0.094836 | 0 |
no_churn
| -0.058103 | -0.003379 | -0.013834 | -0.049437 | -0.074832 | -0.108029 | 0.043943 | 0.034644 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
30f2e93b-ff42-4c6a-aeb7-acecb55ba1bf
|
no_churn
| 0.083003 | 0 |
no_churn
| -0.169858 | -0.002993 | 0.063188 | 0.017801 | 0.03464 | 0.083007 | 0.000034 | 0.077297 |
Female
| 36 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,552,800 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c17698f-8532-4f11-ae83-bd9b13a1e33e
|
no_churn
| 0.65626 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
52 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8d151207-7024-47f1-836f-733e2d11514f
|
no_churn
| 0.020299 | 0 |
no_churn
| -0.051554 | -0.007925 | -0.01881 | -0.024395 | 0.013233 | -0.111125 | -0.024865 | -0.043585 |
Male
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
27297d6f-7806-42fb-b78b-b4f83a03cf8f
|
no_churn
| 0.09536 | 0 |
no_churn
| -0.073748 | -0.000237 | 0.035422 | 0.033054 | 0.079895 | 0.093629 | 0.046376 | 0.061087 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7bbbc981-4725-4c28-acc9-2af71a2aa23d
|
no_churn
| 0.007334 | 0 |
no_churn
| -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 |
Female
| 37 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
32 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
33770c2f-0886-480d-af71-a57b535127ab
|
no_churn
| 0.088944 | 0 |
no_churn
| 0.008162 | 0.00029 | -0.041981 | 0.071301 | 0.108035 | 0.089277 | 0.068947 | 0.098609 |
Male
| 31 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,552,800 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
7322bd6d-9f6d-4652-8873-22885e91782b
|
churn
| 0.255927 | 1 |
churn
| 0.107877 | 0.000084 | 0.034451 | 0.012694 | 0.021492 | -0.077752 | 0.133307 | 0.098822 |
Female
| 77 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,552,800 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
98bfd2d6-0424-4669-b39b-e184c7769997
|
churn
| 0.205725 | 1 |
churn
| 0.025652 | -0.005059 | -0.06311 | 0.006441 | 0.075152 | -0.102155 | -0.015192 | 0.004245 |
Male
| 59 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
da3b456b-e0b4-4bd4-8806-2bc2f2663161
|
no_churn
| 0.631806 | 1 |
churn
| -0.043028 | -0.00334 | 0.105865 | 0.096616 | 0.088291 | 0.13118 | 0.141937 | 0.128454 |
Female
| 41 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
37 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5249b313-7a40-4487-9f5c-08ede48f49cc
|
churn
| 0.20254 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
51 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b2b59eef-b74e-431f-9208-32394d2585fe
|
no_churn
| 0.200192 | 0 |
no_churn
| -0.041806 | -0.001868 | 0.057937 | 0.103689 | 0.078165 | 0.107344 | 0.046628 | 0.010885 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f1d4391-face-49b6-adb5-9f7f944b8bb2
|
no_churn
| 0.358264 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 40 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a79bdd7e-9eda-4fb0-9c7c-2fe4aabd68a5
|
no_churn
| 0.059273 | 0 |
no_churn
| -0.028813 | 0.000991 | 0.030846 | 0.157912 | 0.124821 | 0.091339 | 0.158526 | 0.105351 |
Female
| 43 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8a9725c5-3723-4d76-bc3f-dca80cba500c
|
no_churn
| 0.475922 | 0 |
no_churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Female
| 41 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,552,800 |
51 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1261ccf0-68cf-42b6-8774-26f8fca3fe7e
|
no_churn
| 0.0472 | 0 |
no_churn
| -0.098079 | -0.011056 | 0.018171 | -0.063878 | -0.055719 | 0.036299 | -0.022296 | -0.029135 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f2f0b35a-0aa0-494d-9b40-525e08d71f1e
|
no_churn
| 0.014462 | 0 |
no_churn
| -0.17145 | -0.023268 | -0.010501 | -0.030332 | -0.084229 | 0.041813 | 0.00927 | 0.029669 |
Male
| 40 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8af98747-6977-40d0-a0c0-dc3a22454fbc
|
no_churn
| 0.535213 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
16 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91eedf49-35b2-49a9-874e-d145ad5171cb
|
no_churn
| 0.224451 | 0 |
no_churn
| -0.029285 | -0.007269 | 0.000905 | -0.113549 | -0.066054 | 0.026309 | -0.03889 | -0.033193 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d85d29cc-8e7a-429c-84aa-7a7c112710a7
|
churn
| 0.250534 | 1 |
churn
| -0.040067 | -0.005499 | 0.005298 | -0.12244 | 0.018898 | 0.060982 | -0.045836 | -0.065363 |
Male
| 73 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
368e32f6-333a-4bf7-9ce6-964c72c6119b
|
no_churn
| 0.307148 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
20d12fbd-bb84-4409-a59c-5eee301700da
|
churn
| 0.725415 | 1 |
churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Male
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
13 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
ba9c5a9f-f430-46fa-8468-03564f8e26d3
|
churn
| 0.377116 | 1 |
churn
| 0.058012 | 0.056576 | 0.034026 | -0.138695 | -0.126735 | 0.082572 | 0.039667 | 0.05555 |
Male
| 69 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,552,800 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98aaf755-4348-40d8-8717-e4f41d0e0cd0
|
churn
| 0.48248 | 1 |
churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Female
| 57 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e9952311-d82e-45f7-8186-d92773a50212
|
churn
| 0.59793 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
72 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
56fd7660-9ac2-489f-b714-b78545f5b3cc
|
no_churn
| 0.005371 | 0 |
no_churn
| -0.139694 | -0.000776 | -0.006941 | -0.007007 | 0.020627 | -0.181141 | 0.01866 | 0.037246 |
Male
| 78 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
54 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bedd067e-83c5-4c9d-82fc-ed7ba61edff8
|
no_churn
| 0.030768 | 0 |
no_churn
| -0.125454 | -0.007596 | -0.035995 | -0.016425 | -0.054046 | 0.024422 | -0.029415 | -0.024516 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
2ad4cfdf-93a1-4fdf-bf21-29243488186c
|
no_churn
| 0.088911 | 0 |
no_churn
| -0.086019 | -0.002771 | -0.00818 | -0.019992 | -0.053019 | -0.125477 | 0.000169 | 0.026263 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
51 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f615754-0677-49d0-8d9e-c37d7f28934b
|
no_churn
| 0.009742 | 0 |
no_churn
| -0.115159 | -0.005045 | -0.057752 | -0.055445 | 0.013467 | 0.037143 | -0.042135 | -0.0441 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
64 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
645fe229-fd31-4a9a-9b65-09c04d103bd7
|
no_churn
| 0.115352 | 0 |
no_churn
| -0.16908 | -0.004886 | 0.013136 | 0.047499 | 0.098118 | 0.052578 | 0.037645 | 0.043963 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
65c44c5f-6e58-4fd0-8638-fa298e19317a
|
no_churn
| 0.13177 | 0 |
no_churn
| -0.057569 | 0.021529 | 0.011266 | -0.039242 | 0.002109 | -0.181752 | 0.002763 | 0.021871 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
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