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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e9ea066-88b0-40d1-91bf-992703cbdef1
|
no_churn
| 0.166522 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
49 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a20a6f78-1605-40c8-a458-cdae53475478
|
no_churn
| 0.02874 | 0 |
no_churn
| -0.059933 | -0.012288 | -0.038505 | -0.015449 | 0.013935 | -0.086427 | -0.025017 | -0.045342 |
Male
| 74 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,673,330,400 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
49f6be33-eb30-4de8-8cac-cb5949c26490
|
churn
| 0.013148 | 0 |
no_churn
| -0.040452 | -0.004001 | -0.016466 | -0.00887 | 0.022753 | -0.14019 | -0.026522 | -0.055277 |
Male
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b61d38d6-af32-4f0a-8894-f34aafeb2cf5
|
churn
| 0.437481 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 80 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
24 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
ab56ad79-c1f2-4554-af01-3253e680e942
|
churn
| 0.035358 | 0 |
no_churn
| -0.023202 | -0.004801 | 0.025619 | -0.013629 | 0.004918 | -0.18871 | -0.030812 | -0.03841 |
Female
| 59 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fb2a0b13-94eb-4775-a5b1-057726f63e38
|
churn
| 0.338281 | 1 |
churn
| 0.073023 | -0.006079 | -0.05304 | 0.056671 | 0.108848 | 0.09753 | 0.176346 | 0.123889 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
63 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
1bd7c06f-13c5-405c-90e9-bd79f2ba139d
|
no_churn
| 0.06422 | 0 |
no_churn
| -0.121435 | -0.002854 | -0.013527 | 0.014148 | 0.048145 | -0.211463 | 0.04876 | 0.049199 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e2c6b656-f110-4265-a1c8-2eb0a290de04
|
churn
| 0.262534 | 1 |
churn
| 0.042582 | -0.003581 | 0.053831 | 0.041776 | 0.128222 | 0.102077 | 0.161877 | 0.05919 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
be8e19a8-f146-4dbc-9431-e0e62ef903e2
|
no_churn
| 0.246953 | 1 |
churn
| -0.153332 | -0.003762 | 0.018034 | 0.047127 | 0.085219 | 0.084269 | 0.015371 | 0.046853 |
Male
| 64 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
0ccbbe1b-557d-4451-9e67-c69ba01b6086
|
churn
| 0.324724 | 1 |
churn
| -0.0407 | -0.00048 | -0.021577 | 0.036343 | 0.092842 | -0.087774 | 0.018181 | 0.08964 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d3a1690d-ab90-4894-9c07-5778c21f1b3b
|
no_churn
| 0.341131 | 0 |
no_churn
| -0.186094 | -0.004931 | -0.016649 | -0.145095 | 0.018643 | 0.050983 | -0.035603 | 0.059721 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,673,330,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
b4b62420-043f-4f4d-8273-04e85cc1ff93
|
churn
| 0.289953 | 1 |
churn
| 0.085182 | -0.000657 | 0.005528 | 0.030145 | 0.112748 | -0.049457 | 0.146035 | 0.096782 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
58 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
300fdaa2-7ff9-41d0-8876-7c1cb6ea6a0a
|
no_churn
| 0.254997 | 0 |
no_churn
| -0.157316 | -0.006026 | -0.011647 | 0.008424 | 0.029034 | 0.053326 | 0.011227 | 0.044668 |
Female
| 66 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0e556062-a918-462f-af86-1ede33a61059
|
churn
| 0.4762 | 1 |
churn
| -0.206682 | -0.006795 | -0.038826 | -0.063028 | 0.041434 | 0.027453 | 0.006501 | 0.040918 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
66 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
d40f1eda-ec35-40a2-affe-8f2ab9b458d3
|
churn
| 0.228494 | 1 |
churn
| -0.049188 | -0.00046 | 0.036632 | -0.034061 | -0.020231 | -0.131902 | 0.018414 | 0.065659 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
358eda0b-d523-4e3f-ac77-0feb07f99d69
|
churn
| 0.736734 | 0 |
no_churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Male
| 68 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
67 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
ad2df45c-3fff-4141-a19a-a6ad5d61200d
|
churn
| 0.18897 | 1 |
churn
| 0.011727 | -0.000651 | 0.045206 | 0.086193 | 0.098356 | -0.040302 | 0.121807 | 0.088636 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
2 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f656194e-3248-4b34-8330-c81a808e5d7e
|
churn
| 0.856956 | 1 |
churn
| 0.171617 | -0.003272 | 0.044011 | -0.001154 | 0.046573 | 0.128604 | 0.063081 | 0.081513 |
Male
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
1 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bcc0916f-4954-4355-90b9-557afdb7fae1
|
churn
| 0.93866 | 1 |
churn
| 0.260026 | -0.004489 | 0.010868 | -0.028575 | 0.059984 | 0.161195 | 0.090646 | 0.096891 |
Male
| 62 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,330,400 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
11076746-4ee2-474e-8267-0177ea7f2b6d
|
churn
| 0.281672 | 1 |
churn
| 0.004857 | -0.000253 | -0.074318 | -0.024775 | 0.09232 | -0.075428 | 0.044394 | 0.067511 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
075a605a-1d22-4057-8c12-a30065812eb8
|
churn
| 0.491559 | 1 |
churn
| -0.247652 | -0.002782 | -0.045864 | -0.020886 | 0.034852 | 0.041505 | 0.031279 | 0.030522 |
Female
| 44 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
67b77447-c644-44c1-8cc5-99e7432be5f1
|
churn
| 0.53944 | 1 |
churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Male
| 38 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,330,400 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e60080ee-5f06-481b-afca-baf984ed2d9c
|
churn
| 0.455672 | 1 |
churn
| 0.027442 | -0.00176 | 0.091644 | -0.019201 | 0.123099 | 0.129508 | 0.166986 | 0.133255 |
Male
| 34 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1deace51-38ae-4e7f-b1fe-7caafd62ec2f
|
churn
| 0.411976 | 1 |
churn
| -0.009556 | -0.002393 | 0.137887 | 0.111224 | 0.066834 | 0.055617 | 0.106303 | 0.093391 |
Male
| 80 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f2a6aaa9-f345-45ac-ab9c-f9b122374914
|
no_churn
| 0.318454 | 0 |
no_churn
| -0.013047 | -0.003182 | 0.127216 | 0.08888 | 0.087087 | 0.130879 | 0.050886 | 0.033484 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
58 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
28609d87-697d-4b72-a43d-cf2bca1ef7e8
|
no_churn
| 0.277399 | 0 |
no_churn
| -0.090119 | -0.002272 | -0.011002 | -0.065183 | -0.036527 | -0.130368 | 0.05324 | 0.060484 |
Male
| 40 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,330,400 |
39 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4cc52af1-4f70-4a3d-b1ae-ffff79a6b971
|
no_churn
| 0.682855 | 0 |
no_churn
| -0.172969 | -0.004853 | 0.019709 | -0.033885 | -0.012506 | 0.0599 | -0.09726 | -0.000494 |
Male
| 24 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
14cf6967-bc6d-4ff1-8f86-c32b484af72f
|
churn
| 0.685171 | 1 |
churn
| 0.21011 | -0.004109 | 0.038044 | 0.078709 | 0.049991 | 0.11607 | 0.106769 | 0.07539 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b210f8b8-fb75-42cb-9bc7-abe863ea285c
|
churn
| 0.863529 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Female
| 32 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,673,330,400 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fac347b8-c073-4d39-a0ac-2301f6b3e6d1
|
churn
| 0.513935 | 1 |
churn
| 0.123332 | -0.004454 | -0.036992 | 0.042442 | 0.053051 | 0.130497 | 0.174195 | 0.074069 |
Female
| 24 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2dccc2b6-7110-4153-8b46-b56a195dc038
|
no_churn
| 0.680685 | 0 |
no_churn
| 0.272153 | -0.000102 | -0.026664 | 0.104267 | 0.08758 | 0.136905 | 0.06191 | 0.073092 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
be3e4a72-b5f1-4279-a2e7-9c20728f8212
|
no_churn
| 0.096451 | 0 |
no_churn
| -0.276684 | -0.003898 | 0.025964 | -0.045927 | 0.017261 | 0.032966 | -0.020202 | 0.001493 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,330,400 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3d7436ac-75c1-41aa-bcf0-65064f177986
|
churn
| 0.715027 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
109a1b0d-f184-4b02-93b2-b0b551be39c4
|
no_churn
| 0.367753 | 0 |
no_churn
| -0.169538 | -0.001414 | -0.001871 | -0.050591 | 0.004378 | 0.055069 | 0.018492 | -0.004052 |
Female
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
44 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c5675809-03af-47bd-9e64-a2c0d88a311a
|
no_churn
| 0.310025 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Male
| 51 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5bb84a8c-75d8-44b0-a79c-3dcee79eb5d1
|
churn
| 0.726166 | 1 |
churn
| -0.05377 | -0.004757 | -0.083609 | -0.045237 | 0.045781 | 0.078092 | -0.005424 | 0.081398 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5b6b8d02-2107-4f92-a821-c4b3325f11f1
|
no_churn
| 0.152006 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d201ea0c-1df2-46f9-9169-3f03f0292284
|
churn
| 0.803511 | 1 |
churn
| 0.140587 | -0.002144 | 0.049934 | 0.051507 | 0.101762 | 0.147712 | 0.076373 | 0.068338 |
Female
| 42 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
28c7d585-ae5f-4745-b5bf-9c598beaa19c
|
churn
| 0.299521 | 1 |
churn
| 0.156695 | -0.001737 | 0.121687 | 0.045173 | 0.080328 | 0.064772 | 0.114914 | 0.109142 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
89150edd-4571-4a8c-a208-f4a3c90de909
|
no_churn
| 0.214821 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Female
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
79ffee3c-cca1-4be5-a2df-27f240a5d06c
|
no_churn
| 0.168906 | 0 |
no_churn
| -0.200157 | -0.001953 | 0.02321 | -0.075506 | 0.012873 | -0.060122 | 0.038437 | 0.046191 |
Male
| 34 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b5ebdc5a-2e7c-4616-a33f-781d4d74a8af
|
churn
| 0.02801 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
72904a3f-1fd5-4452-b2a9-9418d63c4226
|
churn
| 0.72681 | 1 |
churn
| 0.226873 | -0.001085 | 0.061669 | 0.005378 | 0.09296 | 0.130607 | 0.089466 | 0.090106 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1efed501-8ec5-4e6b-bf4c-13c123522e48
|
no_churn
| 0.605688 | 0 |
no_churn
| -0.070946 | -0.001086 | 0.050328 | 0.010468 | 0.042622 | 0.082976 | 0.044733 | -0.014432 |
Male
| 78 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4fb33930-253c-4239-87aa-0de7a3b5579b
|
no_churn
| 0.543151 | 0 |
no_churn
| -0.17178 | -0.003479 | -0.020167 | -0.058926 | -0.058829 | 0.059805 | 0.013256 | -0.011633 |
Male
| 56 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
800e29a4-2875-4511-9c1a-7971aff3bac7
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f3dd51f2-4780-497b-9eaa-acbb510a8fed
|
churn
| 0.817794 | 1 |
churn
| 0.143447 | -0.002267 | 0.131871 | 0.080633 | 0.122465 | 0.119629 | 0.060961 | 0.069235 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e4cf23d9-a7da-4b03-a155-ca255108fa2d
|
no_churn
| 0.564727 | 0 |
no_churn
| 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2fc4f85-3cca-4d4c-a90d-207bc902e8d2
|
churn
| 0.569588 | 1 |
churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c9c841d-7400-4fe9-ba18-f4d89f68e64b
|
churn
| 0.421174 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 47 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9a9779ae-68a7-4ad4-a6be-871051e44d04
|
churn
| 0.310345 | 1 |
churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Female
| 74 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d0b13a9-6d8d-4bc5-9bfe-d5e398027514
|
no_churn
| 0.439021 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Female
| 52 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
23 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
45485b0e-8012-44de-a25c-04e93f15b870
|
no_churn
| 0.320507 | 0 |
no_churn
| -0.189144 | -0.009724 | -0.116661 | 0.043 | -0.004063 | 0.047558 | -0.026026 | -0.013966 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d1d5db9-36e2-4ea3-8b49-b00a8d9207a1
|
churn
| 0.810883 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
590aafdf-cda2-48a1-a7ca-3154b6479418
|
churn
| 0.512821 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 31 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,330,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc401989-5e7f-49a6-bd89-3388c57eba16
|
churn
| 0.780569 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 45 |
No
|
No
|
Retired
|
Suburban
|
Master
| 1,673,330,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed67ddaa-5580-47a9-a0c8-68c3c29fdbb4
|
no_churn
| 0.761905 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Male
| 46 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,673,330,400 |
46 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8077323d-0520-4fc8-ba60-32462b27fa01
|
no_churn
| 0.18303 | 0 |
no_churn
| -0.214908 | -0.003644 | 0.043656 | 0.019836 | 0.005681 | 0.061382 | -0.03211 | -0.013606 |
Male
| 44 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a088fcf-9ba1-434e-9480-612bf2303bc9
|
churn
| 0.873898 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 41 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52c81945-7407-4903-b173-967f3b11cc88
|
no_churn
| 0.577111 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60637a2d-ed35-4055-8b09-e759fbea36e2
|
no_churn
| 0.421937 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Male
| 33 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f26b0db0-98ad-48b5-aecb-a77edf183d0c
|
no_churn
| 0.402793 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab7245f8-31fc-4c7c-bc7f-e1fe8d9a8eb1
|
no_churn
| 0.084565 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fd81aab3-ab6e-47fb-abf4-623039bb73c2
|
churn
| 0.472074 | 1 |
churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2fb018ab-45fa-4840-9bb0-e19c5a005223
|
no_churn
| 0.359548 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Male
| 21 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cd83a1d-88b7-4f5b-a42b-83ff277f46b0
|
churn
| 0.860029 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
572b7cad-d30a-4cad-bd2f-5e3f1104b84a
|
no_churn
| 0.336123 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Male
| 67 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a601070-f8cb-4371-9fe1-e3e5e17c11df
|
no_churn
| 0.640295 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Male
| 23 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d668117-bee5-4ba8-ba80-b2f024a623af
|
churn
| 0.711785 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 78 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69f91473-7bf6-4da7-9ce6-f8d8b79ac8c1
|
churn
| 0.567303 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 50 |
No
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,673,330,400 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e277582-4b7c-406d-9c39-aec8ff279bda
|
churn
| 0.40684 | 1 |
churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 66 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3d0587d-ea49-4c12-a68f-3cd70d756d7d
|
no_churn
| 0.448617 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 79 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0efc5f4f-778e-4e12-a66d-ee68f3bd52ff
|
churn
| 0.473819 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 37 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58cf7961-b692-4b03-aec7-c9e4aa6e46eb
|
no_churn
| 0.427712 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b6fc734-44cf-4e3e-8155-809dd9344a6c
|
no_churn
| 0.303596 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86b89834-766a-47e2-89fb-6bff4b886590
|
no_churn
| 0.46443 | 0 |
no_churn
| -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 |
Female
| 70 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b2fdb08-d855-49be-a6cc-4c10703e3a75
|
churn
| 0.607779 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e21137c9-42b9-4794-b073-e3e1353e0094
|
churn
| 0.804799 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0cb1f006-ed86-489e-a391-fe7549c3b693
|
no_churn
| 0.197068 | 0 |
no_churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 74 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b308a1c-9760-4998-b87c-3572d30e8308
|
churn
| 0.746949 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
251762c6-cbde-45a1-a11c-d7908a22df7a
|
churn
| 0.671165 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
57 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c596b7f9-ac53-41ad-9bd4-e984f998b3ab
|
no_churn
| 0.321886 | 0 |
no_churn
| -0.197239 | -0.004329 | -0.092479 | 0.010568 | 0.034353 | 0.043069 | -0.027009 | -0.025961 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b4c0bdf-75b9-4e73-a843-2b7e0aee2611
|
churn
| 0.754969 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 49 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c30ace28-a963-4b08-b181-6884b8122024
|
no_churn
| 0.261284 | 0 |
no_churn
| -0.089947 | -0.00289 | 0.060129 | 0.112927 | 0.005376 | 0.093745 | -0.009021 | -0.048384 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
54302906-37d3-47d0-b073-480e6f6a92d2
|
churn
| 0.689159 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 23 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59fb0fee-52a4-4dbb-ae8c-ca692717cb90
|
no_churn
| 0.439021 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Female
| 80 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83f7b8ac-03cb-4e97-957c-521b1295a2aa
|
churn
| 0.873898 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 22 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
18 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d828c47-0c7d-44f2-81c0-623d1cff80fb
|
no_churn
| 0.030547 | 0 |
no_churn
| -0.078025 | -0.006638 | -0.008561 | -0.073346 | -0.00428 | 0.028659 | -0.03071 | -0.021471 |
Female
| 28 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
20 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
097a4b12-78bf-4bba-b839-dfa74f10e496
|
no_churn
| 0.255961 | 0 |
no_churn
| -0.054695 | -0.018548 | -0.024571 | -0.043187 | -0.131597 | 0.030293 | -0.009697 | 0.027975 |
Female
| 60 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a86cf16-539d-4446-af54-fdf7c1f09887
|
no_churn
| 0.002329 | 0 |
no_churn
| -0.059845 | -0.00361 | 0.000853 | -0.031221 | 0.000365 | 0.054503 | -0.016787 | -0.013285 |
Male
| 24 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67e06da7-178b-43be-89ea-f2e0d6c226ff
|
churn
| 0.167342 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Female
| 72 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,330,400 |
69 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
35effb29-dfa1-4fb9-86fd-4e649342e17b
|
no_churn
| 0.255072 | 0 |
no_churn
| -0.121231 | -0.000891 | 0.009844 | -0.024526 | -0.1045 | 0.049516 | 0.02727 | 0.037992 |
Male
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
93fcd34b-552d-4f03-bf24-bc91efa7ee84
|
churn
| 0.634407 | 1 |
churn
| -0.038724 | 0.066048 | 0.027475 | -0.058074 | -0.11585 | 0.09842 | 0.02872 | 0.052958 |
Male
| 30 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f7995df-07ce-4096-bf6b-2165ec152b02
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.092087 | -0.006586 | -0.035433 | -0.035948 | -0.064115 | 0.032493 | -0.01918 | -0.02817 |
Male
| 60 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
65715f71-1df8-403f-91e9-47a46f465794
|
no_churn
| 0.014151 | 0 |
no_churn
| -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
38 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
dd3c26ee-1f4d-401f-b95d-edcdad10948f
|
no_churn
| 0.017848 | 0 |
no_churn
| -0.023634 | -0.006511 | -0.002316 | -0.099784 | -0.012942 | -0.064303 | -0.024266 | -0.03527 |
Male
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
82afa890-8dd9-4c3e-abc0-50ad92c841a5
|
churn
| 0.726166 | 1 |
churn
| -0.05377 | -0.004757 | -0.083609 | -0.045237 | 0.045781 | 0.078092 | -0.005424 | 0.081398 |
Female
| 80 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d805faa1-d6d7-46c3-9cc8-ce577ca0337d
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 54 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a77f5a59-0f3d-4aa2-9771-3c33d645a1fa
|
no_churn
| 0.640295 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Male
| 54 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
939717bc-9e6e-4409-a865-3985353686aa
|
no_churn
| 0.032555 | 0 |
no_churn
| -0.077153 | -0.005139 | 0.001634 | -0.062409 | -0.054821 | 0.034741 | -0.029576 | -0.062969 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
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