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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f6af42d3-2f64-4782-8510-5fba6702cb60
|
no_churn
| 0.214254 | 0 |
no_churn
| -0.068335 | -0.001977 | 0.097594 | 0.044581 | 0.049516 | 0.109545 | 0.107213 | 0.111652 |
Male
| 68 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e0bfaa6d-7f8d-45d0-8520-2b8580859c20
|
no_churn
| 0.029518 | 0 |
no_churn
| -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 |
Female
| 49 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e4cb50c4-154a-4eb8-9775-f2047fe2af9b
|
no_churn
| 0.040737 | 0 |
no_churn
| -0.09255 | -0.004351 | 0.052867 | 0.044547 | 0.082524 | 0.080907 | 0.119208 | 0.065402 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6e50bf1e-3deb-40ba-b5ff-6edb2881741a
|
churn
| 0.441017 | 1 |
churn
| -0.061382 | -0.004629 | 0.088327 | 0.111351 | -0.018344 | 0.059903 | 0.094487 | 0.046595 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d1a6d8fb-7b4b-48ca-8cb2-6e81380815f4
|
no_churn
| 0.077063 | 0 |
no_churn
| -0.294336 | -0.003838 | 0.025106 | -0.075096 | 0.002139 | 0.043473 | 0.017348 | 0.016179 |
Male
| 38 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
38d682e9-7286-42da-9dc5-04a564100b03
|
no_churn
| 0.143487 | 0 |
no_churn
| -0.303627 | -0.003345 | -0.040759 | -0.032945 | 0.012391 | 0.033912 | 0.030163 | 0.035185 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
845a258a-11c1-43b0-836f-34562b197605
|
no_churn
| 0.145258 | 0 |
no_churn
| -0.105215 | -0.003144 | 0.023267 | 0.060642 | 0.028563 | 0.072282 | 0.0224 | 0.064234 |
Female
| 26 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
c600c9ec-b261-450e-9a44-6fb537f0a0eb
|
no_churn
| 0.032732 | 0 |
no_churn
| -0.123266 | -0.002095 | -0.026585 | -0.040278 | -0.049599 | -0.068483 | -0.001192 | 0.042473 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
67 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3d2252c7-8715-49cd-a37d-c5e6fe01c5e7
|
no_churn
| 0.05766 | 0 |
no_churn
| -0.213681 | -0.003796 | -0.024192 | -0.064258 | -0.006512 | 0.030914 | -0.007825 | 0.030322 |
Male
| 53 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,330,400 |
52 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d0a2d777-09d8-43be-8b9c-fc94feec297a
|
no_churn
| 0.248195 | 0 |
no_churn
| -0.120766 | -0.003628 | -0.109985 | -0.053796 | 0.022687 | 0.060482 | -0.018373 | -0.015648 |
Male
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
35 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
dbd66a62-dedc-462d-a554-1f6f69dbf277
|
no_churn
| 0.397071 | 0 |
no_churn
| -0.22021 | -0.004077 | -0.032761 | 0.025408 | -0.022703 | 0.026732 | -0.021757 | -0.009658 |
Female
| 53 |
Yes
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,673,330,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f6157e51-5882-46a5-bcc7-ef0a41f78090
|
churn
| 0.725746 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 53 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b72d71a5-89a2-48a9-be81-fed0d0b93a5a
|
no_churn
| 0.395351 | 0 |
no_churn
| 0.281117 | -0.006496 | -0.033893 | 0.085196 | -0.051211 | 0.111766 | -0.027273 | -0.016511 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae4283d8-00b4-4b63-a787-ec4e00178ef3
|
churn
| 0.500432 | 1 |
churn
| 0.281326 | -0.003907 | -0.035671 | 0.175075 | 0.00905 | 0.117443 | -0.015653 | -0.008305 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
50 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
aa9dd9b9-7f31-4634-bab6-095d9cbae958
|
no_churn
| 0.049291 | 0 |
no_churn
| -0.082534 | -0.003652 | -0.026464 | 0.033605 | -0.048573 | -0.093676 | -0.020613 | -0.017119 |
Male
| 45 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
31 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a7429a6-20ec-4d10-b98b-d84add7bd94d
|
no_churn
| 0.338978 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
20 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
144230dd-b5f6-4d47-893c-0276c5b29f4e
|
no_churn
| 0.225046 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e4d0722-be2c-436e-8367-1419d2813436
|
no_churn
| 0.16127 | 0 |
no_churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
45 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
55c5b87a-8e56-4bb4-baef-57342b7b86e4
|
no_churn
| 0.10975 | 0 |
no_churn
| -0.044041 | -0.000763 | 0.014113 | 0.085952 | 0.075684 | -0.00982 | -0.043135 | -0.007016 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
98bbc5af-37bb-47ab-9684-339295ac37c0
|
no_churn
| 0.418437 | 0 |
no_churn
| 0.083922 | 0.051303 | 0.037569 | -0.01831 | 0.004206 | 0.122158 | 0.056239 | 0.015588 |
Male
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
20 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
d9b91f22-f1de-43ed-a094-ad50bad1beaf
|
no_churn
| 0.255961 | 0 |
no_churn
| -0.054695 | -0.018548 | -0.024571 | -0.043187 | -0.131597 | 0.030293 | -0.009697 | 0.027975 |
Male
| 39 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
14e1d80b-578a-4f6e-afee-0aa43d6c9d87
|
no_churn
| 0.021143 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
72552ae4-5c08-47f8-ac9b-f2de21baa196
|
no_churn
| 0.66849 | 0 |
no_churn
| 0.178905 | 0.012784 | 0.02469 | -0.01805 | -0.044268 | 0.139911 | 0.148939 | 0.038062 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
4afa6296-5dd0-498b-969a-f5a0136a050f
|
no_churn
| 0.110159 | 0 |
no_churn
| 0.046412 | 0.000058 | 0.041656 | 0.047089 | 0.155703 | 0.125197 | 0.114248 | 0.13061 |
Male
| 74 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
14 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
72ef6448-9a76-4396-ba4b-b228095bfd7c
|
no_churn
| 0.013588 | 0 |
no_churn
| 0.034228 | -0.005907 | -0.086826 | -0.081871 | 0.058284 | 0.099006 | 0.073714 | 0.107528 |
Female
| 36 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
fd41fadc-8ef9-4ec3-8aec-e91ad24e72b7
|
churn
| 0.351389 | 1 |
churn
| -0.061647 | -0.024565 | -0.029928 | -0.010518 | -0.054659 | 0.090455 | -0.060283 | -0.007881 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
40 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9c9d2620-cbea-46f2-bb5b-5aeeb48d7047
|
no_churn
| 0.142212 | 0 |
no_churn
| -0.099146 | -0.018701 | -0.04287 | -0.059807 | -0.04603 | -0.003037 | -0.017494 | 0.028057 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
3b8aae95-0f93-4956-a47c-77e92da6c6f0
|
churn
| 0.634407 | 1 |
churn
| -0.038724 | 0.066048 | 0.027475 | -0.058074 | -0.11585 | 0.09842 | 0.02872 | 0.052958 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
29 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f3524e7-a155-4f5b-8721-c68e17c6faf5
|
no_churn
| 0.239056 | 0 |
no_churn
| -0.070244 | 0.054794 | 0.026894 | -0.07377 | -0.162415 | 0.063651 | -0.0125 | -0.015437 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e98e11e-8f7f-473e-8eb4-29d7051d58eb
|
churn
| 0.114973 | 1 |
churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a2779e73-10b9-4edb-9be9-11f3e2d19cbe
|
no_churn
| 0.317484 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 67 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5e39628e-9e9f-4c60-878e-1fbe8aaf2f72
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 43 |
No
|
No
|
Retired
|
Urban
|
College
| 1,673,330,400 |
46 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a765ea3-ffee-4e22-bea6-ed98555d7bba
|
no_churn
| 0.038046 | 0 |
no_churn
| -0.125533 | -0.006651 | 0.004946 | -0.10474 | 0.023135 | 0.028479 | -0.0277 | -0.023962 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,330,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ac0ace1-087b-4a63-accb-c42fb18f31e3
|
no_churn
| 0.185579 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26f3a322-34f7-45b5-bccb-00e78a856133
|
no_churn
| 0.031041 | 0 |
no_churn
| -0.097999 | -0.012032 | 0.011342 | -0.079369 | -0.039021 | 0.034255 | -0.01909 | -0.033779 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
3 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fbe60983-9dfc-40bb-9ff4-2974352efe3f
|
no_churn
| 0.220752 | 0 |
no_churn
| 0.125449 | -0.01113 | 0.010675 | -0.084754 | 0.020111 | 0.087284 | -0.023894 | -0.014659 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
12963f32-d75e-40a6-929d-f7f6d6eef8b5
|
no_churn
| 0.001981 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4bbbceac-1c57-49b6-a175-bd1c71c34df1
|
no_churn
| 0.002951 | 0 |
no_churn
| -0.048424 | -0.001008 | 0.019101 | -0.005099 | 0.027143 | 0.066873 | -0.006601 | -0.011013 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
45 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35f7b554-3e8b-48c5-80cc-10773b0f1ed3
|
no_churn
| 0.008743 | 0 |
no_churn
| -0.099599 | -0.007143 | 0.007776 | -0.072312 | -0.036505 | 0.036637 | -0.027097 | -0.045782 |
Female
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3bd2dd1-1944-4f94-bdc8-d61cbd2a93f4
|
churn
| 0.314164 | 1 |
churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
23 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8a5402d-134e-4328-9bb8-50bfe16c519f
|
no_churn
| 0.033828 | 0 |
no_churn
| -0.017448 | -0.011476 | 0.098776 | -0.011372 | 0.083095 | 0.093549 | -0.017343 | -0.039884 |
Male
| 44 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2216a7e7-f565-4b4b-81f2-2904a87fb095
|
no_churn
| 0.060371 | 0 |
no_churn
| -0.108279 | -0.007329 | -0.047269 | -0.028212 | -0.022829 | 0.033631 | -0.03007 | -0.021924 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
30 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de175ce0-f8ee-408c-8fb6-6bd2edb0a39a
|
no_churn
| 0.122132 | 0 |
no_churn
| -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e8e3075f-69f8-4649-af71-2c2adf19fd90
|
no_churn
| 0.00287 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 49 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
669b53ea-d2ac-43a0-bd3a-17d00a2cf327
|
no_churn
| 0.02265 | 0 |
no_churn
| -0.031392 | -0.006694 | -0.065906 | -0.139986 | 0.021379 | 0.051199 | -0.026409 | -0.025503 |
Female
| 45 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,330,400 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6aa16662-6c00-4d8e-9a69-3a28dc186ebf
|
no_churn
| 0.046512 | 0 |
no_churn
| 0.139547 | 0.00117 | 0.044567 | -0.084847 | 0.026057 | 0.101304 | -0.018388 | 0.001699 |
Male
| 27 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3346886f-f183-48cb-94ef-d075e7241b42
|
no_churn
| 0.004154 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f75ffd8a-058f-4b50-918f-92a425e73cd0
|
no_churn
| 0.009474 | 0 |
no_churn
| -0.094643 | -0.011004 | -0.02942 | -0.035708 | -0.079873 | 0.041909 | -0.039376 | -0.020911 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
16 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efd26369-a467-46f6-a75f-0f8607d8356e
|
no_churn
| 0.064593 | 0 |
no_churn
| 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9997682d-8b55-4138-b12d-9b9336e6b74f
|
churn
| 0.028559 | 0 |
no_churn
| 0.000212 | -0.0067 | 0.038294 | -0.014749 | -0.089558 | 0.002328 | -0.029247 | -0.020106 |
Male
| 59 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
18 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4457e92d-0d95-4f4a-bff0-0654518e3241
|
no_churn
| 0.030547 | 0 |
no_churn
| -0.078025 | -0.006638 | -0.008561 | -0.073346 | -0.00428 | 0.028659 | -0.03071 | -0.021471 |
Male
| 65 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
32 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66ca190e-05a4-4970-ba4f-bfac3c1f2e0a
|
no_churn
| 0.056202 | 0 |
no_churn
| -0.090898 | -0.007919 | -0.038311 | -0.100074 | 0.009041 | 0.032734 | -0.022683 | -0.050917 |
Male
| 48 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5519cdae-7f36-4aa9-9164-fb9c0537ce72
|
no_churn
| 0.022105 | 0 |
no_churn
| -0.075667 | -0.004397 | -0.022663 | -0.017389 | 0.000103 | -0.098716 | -0.020808 | -0.02949 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
38 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bea6d993-3e1e-49eb-8d11-476a92c95248
|
no_churn
| 0.017848 | 0 |
no_churn
| -0.069155 | -0.011839 | -0.030281 | -0.114873 | -0.014857 | 0.038313 | -0.030718 | -0.035617 |
Male
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
33 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
479894f9-59ca-4788-bd00-364bc9e87130
|
no_churn
| 0.007023 | 0 |
no_churn
| -0.097656 | -0.008847 | -0.008308 | -0.113393 | -0.032933 | 0.037131 | -0.022085 | -0.022936 |
Female
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e26093ef-7244-4236-951f-8b241c0404ff
|
no_churn
| 0.38989 | 0 |
no_churn
| 0.235366 | -0.005542 | 0.051534 | -0.092059 | -0.04485 | 0.122595 | -0.046801 | -0.057345 |
Male
| 24 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5ba652e-4a86-4fe4-82a2-e13e7ad5879e
|
no_churn
| 0.10467 | 0 |
no_churn
| -0.014436 | -0.009682 | -0.021143 | -0.053321 | -0.115462 | 0.050499 | -0.05217 | -0.049739 |
Female
| 45 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f5416ac1-0c96-4eef-b21d-1b2eb8b8ef42
|
no_churn
| 0.013416 | 0 |
no_churn
| 0.02767 | -0.003479 | -0.009366 | -0.056969 | 0.008745 | -0.168611 | -0.027778 | -0.039238 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
167df3da-cebf-4e4b-a467-f80d7adf04c9
|
churn
| 0.167342 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Female
| 54 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35c88c0e-5469-4997-9db4-1b685105236f
|
churn
| 0.165846 | 1 |
churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Male
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83457421-fcbd-4a80-91d3-38304609f4a9
|
no_churn
| 0.002329 | 0 |
no_churn
| -0.059845 | -0.00361 | 0.000853 | -0.031221 | 0.000365 | 0.054503 | -0.016787 | -0.013285 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ac84c5f-45e0-4cdd-8988-7e0fe0722326
|
churn
| 0.577125 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 33 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
576ffcc3-a45e-4173-849b-b8e4ffafaa0e
|
churn
| 0.364768 | 1 |
churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7066425e-802c-4344-8f30-1f1523abf709
|
no_churn
| 0.014151 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d0947748-63a1-4ad6-88ff-119f7fce75d7
|
no_churn
| 0.290656 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c06a3dd3-255e-4ec2-9403-89dbd778377b
|
no_churn
| 0.032555 | 0 |
no_churn
| -0.077153 | -0.005139 | 0.001634 | -0.062409 | -0.054821 | 0.034741 | -0.029576 | -0.062969 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c85bae51-e7c8-4a56-84ad-2477a9ce62a0
|
churn
| 0.38989 | 1 |
churn
| 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 |
Male
| 43 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,673,330,400 |
44 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25dc960c-4a25-4f2f-a35c-ce72bdddb62f
|
no_churn
| 0.148946 | 0 |
no_churn
| -0.100054 | -0.018471 | 0.010347 | -0.071964 | -0.01274 | 0.039203 | -0.021137 | -0.02921 |
Male
| 45 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
20 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
a15dac6e-5b14-4cef-be71-39d58c76ad1f
|
no_churn
| 0.04077 | 0 |
no_churn
| -0.05448 | -0.003854 | -0.016088 | -0.031085 | -0.006001 | -0.074115 | -0.028915 | -0.050488 |
Female
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f9364a62-5d67-4728-bcce-3b5a958eccc5
|
no_churn
| 0.03176 | 0 |
no_churn
| -0.060688 | -0.004083 | -0.024472 | -0.049593 | -0.035181 | -0.058265 | -0.013737 | -0.023008 |
Female
| 72 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
9 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1dc1495b-6a9d-4ea3-b718-52a74d6869ca
|
churn
| 0.153042 | 1 |
churn
| 0.120252 | -0.010514 | -0.029916 | 0.020591 | 0.025976 | 0.100657 | -0.030683 | -0.042837 |
Female
| 33 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0865e2f3-e732-4eaa-a216-da0f70377909
|
no_churn
| 0.024273 | 0 |
no_churn
| -0.135976 | -0.008356 | -0.033611 | -0.028064 | -0.031719 | 0.02866 | -0.036511 | -0.02345 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
0 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6052ea27-1a0d-4923-a2ef-675ddc2a84ba
|
no_churn
| 0.018053 | 0 |
no_churn
| 0.218212 | -0.012218 | -0.019464 | -0.056212 | 0.031008 | 0.125092 | -0.032254 | -0.050229 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d36f41cc-7c2e-46da-b2e5-733b5a40327f
|
no_churn
| 0.383645 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66766464-d84c-4d29-9b70-2e5bd315c4b9
|
no_churn
| 0.127569 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 34 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
59 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
276bef1a-a857-495c-8f5d-221085001c9f
|
no_churn
| 0.025123 | 0 |
no_churn
| -0.066506 | -0.001062 | 0.066666 | 0.056949 | 0.079985 | 0.084578 | -0.028397 | -0.007238 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6096663c-3ef1-4ac6-b4f7-ed9e7f33b17b
|
no_churn
| 0.019019 | 0 |
no_churn
| -0.117302 | -0.006825 | -0.024879 | -0.046603 | -0.041218 | 0.035263 | -0.02359 | -0.023872 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
50 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
3395e873-5aef-45df-a421-b9cb78ea4c70
|
no_churn
| 0.008445 | 0 |
no_churn
| -0.029753 | -0.003841 | -0.019609 | -0.026987 | 0.015982 | -0.133223 | -0.024432 | -0.047164 |
Female
| 77 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
4 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a3cf6a9-c45f-4b5d-816b-0ceea9ef309f
|
no_churn
| 0.40191 | 0 |
no_churn
| 0.14294 | -0.000715 | -0.008635 | -0.089424 | 0.05265 | 0.099151 | -0.049541 | -0.064405 |
Female
| 52 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
40 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e191cdfc-29ae-454b-b5b3-9dc6528a3265
|
churn
| 0.442982 | 1 |
churn
| 0.000298 | -0.001917 | 0.005498 | -0.130076 | -0.054134 | 0.081536 | -0.012674 | -0.027555 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
349605cc-2884-4130-9afe-15b143189e65
|
no_churn
| 0.100792 | 0 |
no_churn
| 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7740f655-296a-47bc-b74a-f4a398f83b56
|
churn
| 0.657347 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
0c37cfff-53f4-435f-8d17-3af41a64cee6
|
no_churn
| 0.024881 | 0 |
no_churn
| -0.048831 | -0.007738 | -0.006995 | -0.048383 | -0.003417 | -0.099458 | -0.018965 | -0.03524 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ee9cfae-2e73-4cff-9c96-295cc77d3826
|
no_churn
| 0.083047 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Male
| 34 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fbe44e95-33dc-4127-92ce-ca673734524d
|
no_churn
| 0.200131 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 69 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
71 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9b15dc22-c30d-4ea1-a656-d3abc0fb8797
|
no_churn
| 0.003698 | 0 |
no_churn
| -0.075988 | -0.003154 | -0.001914 | -0.033141 | 0.004669 | -0.116725 | -0.018831 | -0.023941 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
9 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d5a4514-d2d0-49f8-8747-c712eeff65bc
|
no_churn
| 0.148255 | 0 |
no_churn
| 0.120252 | -0.010514 | -0.029916 | 0.020591 | 0.025976 | 0.100657 | -0.030683 | -0.042837 |
Female
| 66 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
7 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49d82421-7667-46cc-843e-0349f69d48e0
|
no_churn
| 0.211053 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Female
| 59 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
4 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88792365-fe7f-4648-9006-f6cd79440a64
|
churn
| 0.661375 | 1 |
churn
| 0.127048 | 0.134373 | 0.056039 | 0.004812 | 0.057893 | 0.137151 | -0.02149 | -0.005642 |
Male
| 65 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
51 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dc5d50e9-6a4b-44c2-8069-32cd3b200c7b
|
no_churn
| 0.025203 | 0 |
no_churn
| -0.115159 | -0.005045 | -0.057752 | -0.055445 | 0.013467 | 0.037143 | -0.042135 | -0.0441 |
Male
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
57 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a4babb0f-ffec-4f02-b40e-726b7e7c1f29
|
no_churn
| 0.014449 | 0 |
no_churn
| -0.030137 | -0.004085 | -0.006415 | -0.045084 | 0.014131 | -0.112707 | -0.036795 | -0.047934 |
Female
| 41 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08776a45-dfcd-475c-9687-8d3be867be37
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 35 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84682598-4a7a-4258-8724-6a78892b76ff
|
no_churn
| 0.202775 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
50 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e31e47f-e4a4-4473-9df8-e9205966b006
|
no_churn
| 0.021136 | 0 |
no_churn
| -0.076085 | -0.003954 | -0.01917 | -0.10921 | 0.027306 | 0.03777 | -0.032461 | -0.03989 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
50 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce66d159-24eb-4f4c-92e9-567e8c2e1202
|
no_churn
| 0.146688 | 0 |
no_churn
| -0.155697 | -0.029514 | -0.034754 | -0.039704 | 0.025803 | 0.039572 | -0.033493 | -0.041238 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cc3f9f7-3ece-44bd-84ae-2429fd4db285
|
no_churn
| 0.019961 | 0 |
no_churn
| -0.103348 | -0.004463 | 0.02709 | -0.162962 | 0.030663 | 0.036747 | -0.025655 | -0.028432 |
Female
| 56 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,330,400 |
17 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a9fc6f8f-5fdb-4035-b3d2-529faa4759ee
|
no_churn
| 0.060184 | 0 |
no_churn
| 0.017271 | 0.013782 | -0.000009 | -0.024194 | 0.029823 | -0.17913 | -0.030501 | -0.026069 |
Male
| 67 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c678ff82-470c-4599-807b-6044bee26a0f
|
churn
| 0.271666 | 1 |
churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 63 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
50cb82a4-ff1a-4e47-89c8-b3461e2e941d
|
no_churn
| 0.018632 | 0 |
no_churn
| -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 |
Female
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
68 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
004565af-369d-43fe-88d9-deb1fb4f6d6e
|
no_churn
| 0.009152 | 0 |
no_churn
| -0.069781 | -0.003549 | -0.000196 | -0.022955 | -0.000584 | -0.114779 | -0.022081 | -0.035102 |
Female
| 71 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
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