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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6699a5a9-053c-4400-afc2-ffecb8619a4f
|
no_churn
| 0.015288 | 0 |
no_churn
| -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 |
Male
| 79 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,898,400 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59b2acbd-6adb-4569-bbf8-e20bfb0b9a50
|
no_churn
| 0.174726 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Male
| 29 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,898,400 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62032d95-ba2c-4ebf-85c4-4c723da92579
|
no_churn
| 0.073009 | 0 |
no_churn
| -0.046821 | -0.014198 | -0.014061 | -0.038849 | -0.087002 | 0.01844 | -0.034453 | -0.018082 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
22 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8310966-b29c-4b59-83a8-f7a95976d226
|
no_churn
| 0.137639 | 0 |
no_churn
| -0.024519 | -0.001857 | 0.076261 | 0.012947 | 0.067373 | 0.084855 | -0.036055 | -0.023485 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e6d1f1a7-e3e1-46a7-a769-2b60817fbae0
|
no_churn
| 0.108326 | 0 |
no_churn
| -0.066017 | -0.009521 | 0.041846 | -0.127502 | 0.023414 | 0.05888 | -0.041846 | -0.068281 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a68ec033-4c35-46dd-9b79-a0807cf36adf
|
churn
| 0.536225 | 1 |
churn
| -0.034165 | -0.01209 | 0.03722 | -0.044373 | -0.188183 | 0.045455 | -0.019221 | 0.026331 |
Male
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a8248918-3ce2-454b-96ec-3c05eee5871d
|
no_churn
| 0.015488 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
53dcb961-6394-4874-a15e-0c91a9ea3a08
|
no_churn
| 0.152272 | 0 |
no_churn
| 0.103612 | -0.004146 | -0.039079 | 0.029092 | 0.106581 | 0.109698 | 0.159829 | 0.130674 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
40 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
4ea5c31d-b972-4e01-8ef7-6a6fda8d1c1d
|
churn
| 0.413639 | 1 |
churn
| -0.013749 | -0.011918 | 0.019752 | -0.009759 | -0.067791 | 0.107751 | 0.114312 | 0.074579 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
146d29f1-18d6-4339-b02b-c64dcca095f4
|
churn
| 0.596614 | 1 |
churn
| -0.007841 | -0.002811 | -0.074556 | -0.110707 | 0.007396 | 0.083751 | -0.024117 | 0.089858 |
Female
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9ec4fbb8-db61-4149-9ec7-41bb56b63925
|
churn
| 0.750133 | 1 |
churn
| 0.120208 | -0.001794 | 0.114869 | 0.010885 | 0.073662 | 0.136349 | 0.121075 | 0.133221 |
Female
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
23d3ace6-6724-4d30-bb64-10f9606b3fc7
|
no_churn
| 0.074795 | 0 |
no_churn
| -0.031503 | -0.001701 | 0.021535 | 0.005965 | 0.148365 | 0.062341 | 0.079645 | 0.10966 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e85b2c96-9124-4bef-ac85-9b4186c6d124
|
no_churn
| 0.487258 | 0 |
no_churn
| 0.014881 | -0.005539 | 0.052077 | -0.082351 | -0.104398 | 0.074673 | 0.063237 | 0.049977 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3200e9d1-d1ce-4a89-9c3e-0fbfeba54220
|
no_churn
| 0.732914 | 0 |
no_churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Female
| 59 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
be27e9fc-8e17-46a3-a0c2-5470d10d1357
|
no_churn
| 0.01922 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Female
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b4c6ca8a-5598-4f80-908a-c67c7054c582
|
no_churn
| 0.148135 | 0 |
no_churn
| -0.172184 | -0.010869 | -0.022391 | -0.012439 | -0.092121 | 0.039019 | 0.008219 | 0.030407 |
Male
| 39 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
0997fdd3-f40a-4bd6-8a08-d584356d79bb
|
churn
| 0.770502 | 1 |
churn
| 0.109801 | -0.005057 | -0.004758 | -0.056739 | -0.190645 | 0.060151 | 0.007349 | 0.058371 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
67067370-8fed-43d0-a05b-925754216d71
|
no_churn
| 0.32117 | 0 |
no_churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Female
| 59 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7a74375e-b477-4281-bd31-81bd0022607b
|
churn
| 0.138057 | 0 |
no_churn
| -0.198117 | -0.0067 | 0.012065 | 0.042414 | -0.065217 | 0.005189 | 0.011969 | 0.03937 |
Female
| 63 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
11df3e2e-892d-4227-bb94-f770bd9fc672
|
no_churn
| 0.132636 | 0 |
no_churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
ada96425-e8d7-4b93-8d2f-081845bcadf1
|
no_churn
| 0.009577 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
eefe0875-c72d-45fd-af80-f59e47ad4123
|
no_churn
| 0.124057 | 0 |
no_churn
| -0.106667 | -0.003114 | 0.028367 | 0.012939 | -0.094554 | 0.053255 | -0.000198 | 0.010945 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
49 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
5f4234ac-d57e-4ac9-b536-1393ddd71927
|
no_churn
| 0.037012 | 0 |
no_churn
| -0.084559 | -0.002028 | -0.049529 | -0.014947 | -0.020364 | -0.123934 | -0.009479 | 0.035813 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f0123709-3e72-425b-8ef9-d17c23116ba4
|
no_churn
| 0.459123 | 0 |
no_churn
| -0.186852 | -0.007606 | -0.064108 | 0.045505 | -0.064809 | 0.034388 | 0.006569 | 0.027886 |
Male
| 79 |
No
|
No
|
Disabled
|
Rural
|
Doctor
| 1,672,898,400 |
4 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5a20c89d-e49c-4df9-bc82-b0e819e91361
|
no_churn
| 0.509568 | 0 |
no_churn
| 0.252573 | -0.004381 | -0.023077 | 0.171587 | 0.006129 | 0.083298 | 0.063967 | 0.032544 |
Male
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
a8e119f7-1b2b-4acf-aaea-c0aaa2ea08c7
|
churn
| 0.313264 | 1 |
churn
| 0.008542 | -0.002426 | 0.114629 | 0.030584 | 0.124694 | 0.132386 | 0.129509 | 0.09539 |
Male
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
98f32f8d-b12c-41cc-a600-06f5932ce20d
|
no_churn
| 0.221443 | 0 |
no_churn
| -0.053043 | -0.004637 | 0.088765 | 0.098241 | -0.073726 | 0.052554 | 0.118486 | 0.048834 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
01b5440a-9130-4713-b842-3ab2712c57b6
|
no_churn
| 0.251398 | 0 |
no_churn
| -0.159136 | -0.001618 | 0.041724 | -0.026942 | -0.061364 | -0.17442 | 0.057427 | 0.065304 |
Female
| 58 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
41 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8f486874-7fcc-42cf-955e-9da2723650bb
|
no_churn
| 0.091548 | 0 |
no_churn
| -0.028889 | -0.006286 | -0.000263 | 0.049267 | 0.001351 | -0.235921 | -0.011076 | -0.017209 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2acfd88f-ae0a-4b09-bc54-1c3b52f4dd04
|
no_churn
| 0.210408 | 0 |
no_churn
| -0.071302 | -0.004321 | 0.047515 | 0.101255 | -0.158132 | 0.060534 | -0.02033 | -0.010759 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
22 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
576840d7-5f56-4721-8168-afe802ccbd9f
|
churn
| 0.465704 | 1 |
churn
| 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
67 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7ba2c2e8-d2d5-4067-8751-abaf5dcc1fe3
|
no_churn
| 0.074016 | 0 |
no_churn
| -0.096146 | -0.003078 | -0.022414 | 0.022998 | -0.0263 | -0.113541 | -0.017198 | -0.013348 |
Male
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
2 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c496532-f57a-41dd-acbb-de3b953751b4
|
churn
| 0.667348 | 1 |
churn
| 0.266097 | -0.00606 | -0.03215 | 0.106095 | -0.029405 | 0.116026 | -0.017565 | -0.0257 |
Male
| 35 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
fecfefa4-d075-4d63-84fd-bbad6f5d04c0
|
churn
| 0.866817 | 1 |
churn
| -0.00962 | 0.055726 | -0.010777 | -0.095673 | -0.001668 | 0.090523 | -0.040189 | -0.011264 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
24 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
b15fb466-e6b6-4178-b1ec-d88c48b861c7
|
no_churn
| 0.144649 | 0 |
no_churn
| 0.00048 | -0.001753 | -0.015566 | 0.046162 | 0.002492 | 0.117843 | 0.200696 | 0.098119 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
62 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
3872662e-1f6c-4b32-96a2-2cce68533658
|
no_churn
| 0.189563 | 0 |
no_churn
| -0.149788 | -0.002659 | 0.006354 | 0.009549 | -0.099844 | 0.053708 | 0.032335 | 0.023819 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
21f01815-c42a-4402-9936-03f0c61feb0d
|
no_churn
| 0.214746 | 0 |
no_churn
| 0.003738 | 0.06706 | 0.020825 | 0.011096 | 0.055947 | -0.092544 | 0.111036 | 0.063816 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
027afde6-a7cf-4ec6-9a24-9f4c5acf5e4f
|
churn
| 0.65217 | 1 |
churn
| 0.271522 | 0.124747 | 0.03899 | 0.001265 | -0.041549 | 0.168939 | 0.077766 | 0.06596 |
Male
| 65 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
45 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
79ed0995-14ae-4f35-8c8a-1709c3fba0c8
|
no_churn
| 0.151619 | 0 |
no_churn
| -0.124671 | 0.003918 | -0.038231 | 0.026243 | 0.069077 | 0.09287 | 0.05833 | 0.068439 |
Female
| 41 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,898,400 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9419c5e1-b703-4e02-976c-4221d15111df
|
no_churn
| 0.095227 | 0 |
no_churn
| -0.117088 | -0.005933 | -0.085348 | -0.032604 | -0.106745 | 0.052717 | 0.041449 | 0.03224 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
596fcab0-bc04-432e-b304-dc6a58c7486f
|
no_churn
| 0.422781 | 0 |
no_churn
| 0.218512 | -0.007112 | -0.015082 | -0.014567 | 0.093425 | 0.135641 | 0.061242 | 0.105581 |
Female
| 36 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,898,400 |
33 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
ad60a940-9bfb-4faf-ab72-7d2f5b1a6cdf
|
no_churn
| 0.349879 | 0 |
no_churn
| -0.122791 | 0.012211 | -0.043583 | 0.011325 | 0.078747 | 0.065071 | 0.066683 | 0.067477 |
Female
| 22 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
24 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0afc6103-617a-4494-82ba-c5d0e8acbbd6
|
churn
| 0.344212 | 1 |
churn
| -0.039573 | 0.01923 | -0.048197 | -0.036757 | 0.038734 | 0.084796 | 0.027027 | 0.055381 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
57 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
26942ba6-3a0b-4b79-8b28-31ecc05d2c2c
|
no_churn
| 0.40639 | 0 |
no_churn
| -0.143804 | -0.032131 | -0.033281 | -0.003784 | -0.114383 | 0.055591 | 0.025697 | 0.027069 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
2641838f-33c9-48c0-a518-a26f3ea7e60e
|
no_churn
| 0.128199 | 0 |
no_churn
| -0.015311 | -0.005811 | -0.071669 | -0.074516 | -0.072815 | -0.07576 | 0.048918 | 0.047938 |
Female
| 77 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3f01dad3-6358-437f-a43c-c565f38f597b
|
churn
| 0.527287 | 1 |
churn
| 0.217899 | 0.015269 | 0.00687 | 0.040811 | 0.060686 | 0.161492 | 0.104044 | 0.059486 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
add9dc38-27bc-467d-b928-dde02ee5018b
|
churn
| 0.186797 | 0 |
no_churn
| 0.11764 | -0.0077 | -0.028502 | 0.018864 | 0.156313 | 0.124353 | 0.1295 | 0.130506 |
Female
| 30 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,898,400 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
948ea2cc-6015-46aa-a431-ac92cfb92c1b
|
no_churn
| 0.129326 | 0 |
no_churn
| 0.073571 | -0.007087 | 0.012227 | 0.066394 | -0.037283 | 0.121677 | 0.134865 | 0.00661 |
Male
| 76 |
Yes
|
No
|
Retired
|
Urban
|
Master
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
9c663ef4-63ac-4171-91a7-46bb3bda9db9
|
no_churn
| 0.006851 | 0 |
no_churn
| -0.080087 | -0.003033 | -0.015305 | -0.01142 | -0.034613 | -0.175198 | 0.027007 | 0.023623 |
Female
| 20 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,898,400 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
418e9665-1384-490c-a1c1-5af8d3c0f8c2
|
no_churn
| 0.126639 | 0 |
no_churn
| -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 |
Female
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b79b1b44-0510-492d-8a14-fbf9326e2b90
|
no_churn
| 0.025792 | 0 |
no_churn
| -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 |
Male
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d48f30fa-837e-4ddd-84c8-d1340678df68
|
no_churn
| 0.108893 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Female
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b7578cb-6921-4a40-95f1-9821154f2839
|
no_churn
| 0.591177 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4304f279-ff73-4781-aa5a-69b338e8d78c
|
no_churn
| 0.041816 | 0 |
no_churn
| -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ab3dd8d-b153-4cf3-be57-aa103b3a497e
|
no_churn
| 0.008382 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
1a34e113-53c9-49f6-a7b5-cde5e739eaa1
|
no_churn
| 0.012458 | 0 |
no_churn
| -0.046827 | -0.003584 | 0.005558 | -0.047868 | 0.013025 | -0.134884 | -0.026259 | -0.028189 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
61 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de942de7-47a3-40a7-91cf-90757eee1687
|
no_churn
| 0.005573 | 0 |
no_churn
| -0.03592 | -0.003456 | 0.007155 | -0.035576 | 0.012818 | 0.057855 | -0.018482 | -0.00342 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,898,400 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3643e61e-bc4c-48ca-a72c-41c4f460e90f
|
no_churn
| 0.043987 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b040181f-70fa-46ad-b860-f41ce7460d03
|
churn
| 0.329431 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
23cecc23-4506-48c2-b678-7b758f6fb2bf
|
no_churn
| 0.012754 | 0 |
no_churn
| -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 |
Male
| 63 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,898,400 |
14 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9a0e7583-739b-4184-acf3-1166335c2588
|
churn
| 0.112494 | 0 |
no_churn
| -0.00044 | -0.004778 | 0.026168 | -0.029265 | -0.022212 | -0.139033 | -0.04203 | -0.047435 |
Female
| 58 |
No
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,672,898,400 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80340cb9-78cf-4080-806a-987844eb1a1a
|
churn
| 0.525979 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 76 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38f27d1b-3d2d-46d3-a8e0-2bedcbdb6dc4
|
no_churn
| 0.00743 | 0 |
no_churn
| -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 |
Male
| 64 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,898,400 |
60 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
bfe820b9-efab-4f9c-9594-567cbeb25f5f
|
no_churn
| 0.007112 | 0 |
no_churn
| -0.043886 | -0.003508 | -0.011308 | -0.023258 | -0.023544 | -0.136455 | -0.013187 | -0.01388 |
Female
| 34 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,898,400 |
47 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d336c6d-50d8-4ab8-a17d-b30a19f99bdd
|
no_churn
| 0.009763 | 0 |
no_churn
| -0.091481 | -0.006764 | -0.027165 | -0.041546 | -0.060571 | 0.02771 | -0.03307 | -0.026139 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
41 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56976803-c03c-499a-bf54-8a3dc86273ba
|
no_churn
| 0.011835 | 0 |
no_churn
| -0.077313 | -0.009746 | -0.020135 | -0.07545 | -0.041002 | 0.035266 | -0.037566 | -0.023081 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
5 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22da5a0b-51c4-4a6d-9d4a-ecb27855dd68
|
no_churn
| 0.312679 | 0 |
no_churn
| 0.166816 | 0.191388 | 0.048936 | 0.067333 | 0.104667 | 0.131823 | -0.005947 | 0.000623 |
Male
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9237a881-077e-4f24-946e-65bb40bdc537
|
churn
| 0.405712 | 1 |
churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
11 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5a6f6e6b-2459-461c-a61f-db1afcfd3ad6
|
no_churn
| 0.030731 | 0 |
no_churn
| -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 |
Female
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
40 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
894dc483-1e3d-4e9a-b019-51a64e5fbc3c
|
no_churn
| 0.009189 | 0 |
no_churn
| -0.059987 | -0.006905 | -0.000922 | -0.027735 | -0.034273 | -0.107322 | -0.015014 | -0.016869 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
25 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2d81a8b-679b-454c-a073-fa1093475660
|
no_churn
| 0.136307 | 0 |
no_churn
| 0.01314 | 0.091043 | 0.027891 | -0.121326 | 0.020919 | 0.074975 | -0.035639 | -0.043696 |
Male
| 59 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
43703100-24a7-4002-9857-a814c3d7c056
|
no_churn
| 0.029116 | 0 |
no_churn
| -0.071387 | -0.003584 | -0.012869 | -0.034988 | -0.021023 | -0.08911 | -0.015492 | -0.016574 |
Female
| 38 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
25 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
05fbafc2-99cc-44dd-bc39-c659e5e1a9ae
|
no_churn
| 0.041781 | 0 |
no_churn
| -0.067593 | -0.006543 | -0.033364 | -0.104445 | 0.020335 | 0.035294 | -0.053048 | -0.049661 |
Female
| 80 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,898,400 |
33 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e0c1bce-5002-471c-8a32-d128106b55db
|
no_churn
| 0.018296 | 0 |
no_churn
| -0.097656 | -0.008847 | -0.008308 | -0.113393 | -0.032933 | 0.037131 | -0.022085 | -0.022936 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
48 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c41d55d-3a06-4e78-af47-3b389a25fb9f
|
no_churn
| 0.174132 | 0 |
no_churn
| -0.16229 | 0.003829 | -0.005694 | -0.029065 | 0.03653 | 0.017139 | -0.027612 | -0.041863 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
49 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e447473-598b-4829-8bde-cc6c5e1ec8af
|
no_churn
| 0.210978 | 0 |
no_churn
| -0.118401 | -0.0059 | -0.05387 | -0.02228 | -0.050654 | 0.03226 | -0.030407 | -0.019774 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,898,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
644d96dd-7d62-4eab-a407-3aa3ba6d3acc
|
no_churn
| 0.584084 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
807f8d2e-0a80-4576-bf07-98e378ce5cda
|
no_churn
| 0.069434 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Female
| 38 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,672,898,400 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10229215-6643-40dc-b394-24155e9bc8b3
|
no_churn
| 0.135803 | 0 |
no_churn
| -0.072847 | -0.010394 | 0.014339 | -0.107917 | 0.013846 | 0.056659 | -0.036433 | -0.067567 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4a6e6936-cccd-40a7-a5b0-a3f5e2908915
|
churn
| 0.162102 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,898,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8bc0d253-a0e9-43fc-80d8-2cff0016efbf
|
no_churn
| 0.141234 | 0 |
no_churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8fd732c-982c-440f-9fcb-ee6f3c546287
|
churn
| 0.609438 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,898,400 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d897ce5b-60e0-4e30-95fa-6a3dfd193847
|
no_churn
| 0.015002 | 0 |
no_churn
| -0.062856 | -0.003076 | -0.092129 | 0.007149 | 0.05764 | 0.004452 | -0.034931 | -0.055276 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2c0f5b4-76ad-4881-8402-3c40c7d0b0bf
|
no_churn
| 0.007473 | 0 |
no_churn
| -0.046821 | -0.014198 | -0.014061 | -0.038849 | -0.087002 | 0.01844 | -0.034453 | -0.018082 |
Female
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
30 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60c182a1-41b8-4f01-9ed2-dd190fd17a03
|
churn
| 0.458063 | 1 |
churn
| 0.063281 | 0.025167 | 0.014669 | -0.065062 | 0.015531 | 0.095764 | -0.028657 | -0.038385 |
Female
| 23 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
14 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5bc9c0c3-bb8e-41d2-adac-7b5618fdc914
|
no_churn
| 0.197069 | 0 |
no_churn
| -0.029515 | -0.018736 | -0.084562 | -0.052175 | -0.004623 | 0.056748 | -0.046984 | -0.072347 |
Male
| 31 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8be90b9f-1d72-4ffe-9fb6-9bc304fd884d
|
no_churn
| 0.376346 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
6 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94b4f25f-ef3c-46e1-93d2-da16e4ff6848
|
no_churn
| 0.27042 | 0 |
no_churn
| -0.027918 | 0.020665 | 0.016448 | -0.055528 | 0.037248 | 0.093532 | -0.036806 | -0.022047 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb3f2afc-b0ac-41e6-9eeb-f5c91b984af3
|
no_churn
| 0.123122 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Female
| 42 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,898,400 |
11 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7cc1d84-c02b-49f1-a14d-79ff7b03b81f
|
no_churn
| 0.215264 | 0 |
no_churn
| 0.071522 | -0.001349 | 0.006939 | 0.027841 | -0.083876 | 0.077337 | -0.010265 | -0.001919 |
Female
| 50 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
56 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c7c45eb2-efcf-49db-9dc9-07f0f1de88b0
|
no_churn
| 0.051348 | 0 |
no_churn
| -0.154614 | 0.025861 | 0.026397 | -0.022079 | -0.049911 | 0.050351 | -0.015739 | -0.009291 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
96e5e7b1-e2e8-428a-a9e3-1cbcf9e59b12
|
no_churn
| 0.00854 | 0 |
no_churn
| -0.098543 | -0.002921 | -0.012031 | -0.054569 | 0.002218 | 0.050972 | -0.029663 | -0.049488 |
Male
| 38 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bfaae54b-000f-421d-a21a-c2bd1315421a
|
no_churn
| 0.116864 | 0 |
no_churn
| -0.091 | -0.007845 | -0.023771 | -0.100623 | -0.016991 | 0.032477 | -0.031875 | -0.023398 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d0111cf-8fa9-41cc-8324-a012606fe4ae
|
no_churn
| 0.00653 | 0 |
no_churn
| -0.105038 | -0.006346 | -0.034191 | -0.032599 | -0.06161 | 0.033616 | -0.017203 | -0.025656 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
066ddbb4-80e7-4f7f-b529-814f54dd0936
|
no_churn
| 0.030198 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
11 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9dac1e8-1ef4-4cc4-ba6e-7c55dc8f81f6
|
churn
| 0.128767 | 1 |
churn
| 0.155522 | 0.005033 | 0.021146 | 0.029398 | 0.148619 | 0.140766 | -0.032568 | -0.015275 |
Male
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4833b95f-4e15-4cc4-94f4-339bfd49783b
|
no_churn
| 0.031138 | 0 |
no_churn
| 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 |
Female
| 23 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,898,400 |
8 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
614e8b12-4066-4eac-8ea2-dc9375db3770
|
churn
| 0.588427 | 1 |
churn
| 0.153206 | 0.134409 | 0.073847 | 0.003603 | 0.097229 | 0.149339 | -0.015357 | -0.025303 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
3e4426b0-6def-454d-b1b6-2f8532e73581
|
no_churn
| 0.006437 | 0 |
no_churn
| 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 |
Male
| 66 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,898,400 |
7 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fac1a14d-d5ed-4e5a-94e2-a1e773a3365a
|
churn
| 0.100623 | 1 |
churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Male
| 50 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,898,400 |
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