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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
feeec400-3e59-4878-90c1-754e5cbad843
|
no_churn
| 0.006936 | 0 |
no_churn
| -0.070697 | -0.003947 | -0.019366 | -0.024083 | 0.012995 | -0.096847 | -0.023388 | -0.043695 |
Male
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f2f23f1-0c12-442e-b999-666536f3d7f6
|
no_churn
| 0.084461 | 0 |
no_churn
| -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 |
Male
| 80 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,775,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ba01d41f-40a9-4630-9bff-c444fc67801c
|
no_churn
| 0.684831 | 0 |
no_churn
| 0.109563 | -0.003598 | -0.066902 | -0.030148 | -0.003964 | 0.106678 | 0.135985 | 0.098835 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fef9d1c8-4ffc-4aba-b658-a28104dcd680
|
no_churn
| 0.458209 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 41 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
40 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
e2f6b4e1-6c27-4acb-93cd-5624e4ceceb5
|
no_churn
| 0.309019 | 0 |
no_churn
| -0.142049 | -0.002756 | 0.030962 | -0.029574 | -0.056577 | -0.160006 | 0.058979 | 0.059329 |
Male
| 26 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
af9ba566-e1d2-4a8b-8d3b-2d340a1d7cab
|
no_churn
| 0.003727 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Female
| 39 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,775,200 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3b99a666-aca4-46f8-92e0-4f2c1bdfb4fc
|
no_churn
| 0.025381 | 0 |
no_churn
| -0.069201 | -0.002838 | -0.002952 | 0.000619 | -0.0002 | -0.161198 | -0.016775 | -0.01648 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b4adb9bd-f35a-4726-b3cb-86ffd584635f
|
no_churn
| 0.252192 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 30 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,775,200 |
26 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e693cfb4-d0a7-45e3-b7bc-7939324dce68
|
no_churn
| 0.217745 | 0 |
no_churn
| -0.182478 | -0.002753 | -0.049823 | -0.056093 | 0.034715 | 0.039883 | -0.066874 | 0.064399 |
Female
| 26 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
5 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2fd819a5-b674-482a-97c2-406e15b11528
|
churn
| 0.379942 | 1 |
churn
| 0.103405 | -0.004263 | -0.066005 | -0.075011 | 0.05217 | 0.109288 | 0.022951 | 0.084438 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
38835f1f-f670-4c38-90a7-23a004578b83
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Female
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,775,200 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a02c79c5-dd5e-4529-85f6-3a62e51b136f
|
churn
| 0.647274 | 1 |
churn
| 0.129696 | -0.006658 | -0.047204 | 0.00121 | 0.138816 | 0.122328 | 0.143816 | 0.126506 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47d03664-5d6d-4f14-894d-9d129227c2c8
|
churn
| 0.239032 | 1 |
churn
| -0.084982 | -0.0058 | -0.070603 | -0.070732 | 0.013434 | 0.047455 | -0.026398 | -0.035119 |
Male
| 44 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b17622db-845d-4fad-a3eb-e8ea36f53c78
|
no_churn
| 0.400487 | 0 |
no_churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bce6f1f0-8ce1-4844-993a-8617b8855248
|
churn
| 0.691174 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 47 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
beba0c4d-a086-43de-b2e7-871dc706931c
|
no_churn
| 0.10919 | 0 |
no_churn
| 0.082945 | -0.007069 | -0.018311 | -0.06181 | -0.001162 | -0.166761 | -0.040735 | -0.047037 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
093188ff-c5e5-46f3-b469-3e4ef95f1c63
|
no_churn
| 0.059748 | 0 |
no_churn
| 0.00412 | -0.001809 | -0.058424 | 0.06737 | 0.028602 | -0.212068 | -0.011763 | -0.025054 |
Male
| 60 |
No
|
No
|
Employed
|
Urban
|
Doctor
| 1,671,775,200 |
14 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
03076f80-ded9-4f5b-9149-10adcb89adfc
|
no_churn
| 0.009142 | 0 |
no_churn
| -0.03169 | -0.004937 | -0.012133 | -0.051209 | -0.029617 | -0.100055 | -0.01751 | -0.021876 |
Female
| 80 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,775,200 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
012fa04b-cd56-4c9b-8142-73068f0f8092
|
no_churn
| 0.084461 | 0 |
no_churn
| -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,775,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
25a66ba1-cd1c-4350-8146-5b20366f7f75
|
no_churn
| 0.08584 | 0 |
no_churn
| -0.020187 | -0.001018 | 0.065536 | 0.070268 | 0.014315 | -0.131837 | 0.110121 | 0.063776 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a098e4bf-390e-4f84-8277-8ed8036f6839
|
churn
| 0.76724 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 41 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
f770297d-bee3-445a-810f-5551bd39e9f7
|
no_churn
| 0.123872 | 0 |
no_churn
| -0.103621 | -0.002422 | -0.003516 | -0.017647 | 0.01991 | -0.197285 | 0.033548 | 0.042008 |
Female
| 24 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
219040b8-d1df-4e01-a004-eecc20378a12
|
no_churn
| 0.012869 | 0 |
no_churn
| 0.000725 | -0.002504 | -0.000748 | -0.07992 | -0.016863 | -0.133376 | -0.01652 | -0.014821 |
Female
| 52 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cc3d52e3-d2ac-4d60-b8a0-19b7a7eb939f
|
no_churn
| 0.235855 | 0 |
no_churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Male
| 78 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Doctor
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f2bd2082-645b-43b6-aaac-4f454f9c5b1e
|
no_churn
| 0.420306 | 0 |
no_churn
| 0.039286 | -0.016937 | -0.0878 | -0.120189 | -0.032741 | 0.054326 | -0.058014 | 0.023043 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
12468f3b-85c2-46c8-9b3a-f7e90051c83e
|
no_churn
| 0.172465 | 0 |
no_churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
22 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b0953c6-845c-4ad4-905e-829927264f11
|
churn
| 0.220717 | 1 |
churn
| -0.083213 | -0.004532 | -0.032046 | -0.074998 | -0.009801 | 0.040666 | -0.046155 | -0.051447 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
a4210c42-ab36-4e51-bda2-e89d0a061653
|
no_churn
| 0.11365 | 0 |
no_churn
| -0.003786 | -0.001635 | 0.003497 | 0.007212 | 0.068253 | -0.162571 | 0.03214 | 0.081032 |
Male
| 33 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cd88ed6-33c6-46b5-88de-024d0f20d96c
|
no_churn
| 0.458209 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 64 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91e769aa-d1ab-4499-bca1-aabdffddc0da
|
no_churn
| 0.546886 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bea2ee1f-f850-4988-abc0-baf2d0cfffd1
|
churn
| 0.217158 | 1 |
churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Female
| 39 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,775,200 |
45 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
be85544e-6547-4efd-8fbf-8fb0f1a413c0
|
no_churn
| 0.135611 | 0 |
no_churn
| -0.078106 | -0.002867 | 0.043562 | 0.069893 | 0.012063 | -0.104513 | -0.008474 | -0.017252 |
Female
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
5 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
24efc29a-7233-4624-bc24-1b8847bd806f
|
churn
| 0.379942 | 1 |
churn
| 0.103405 | -0.004263 | -0.066005 | -0.075011 | 0.05217 | 0.109288 | 0.022951 | 0.084438 |
Male
| 48 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
211d4357-0595-4fc5-a95c-238bd0ac42ab
|
churn
| 0.866903 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Male
| 39 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fcc73cda-e2bd-4dbb-9c28-209585e4e883
|
no_churn
| 0.458209 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
27976b08-f207-414d-9309-e0f3028f3df1
|
no_churn
| 0.235855 | 0 |
no_churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Male
| 78 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c8ac64a-0e0a-4681-b478-c6086ad94a4b
|
no_churn
| 0.67469 | 0 |
no_churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
38 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6d345bbe-6c9b-425d-8b9b-fcdfc03240a8
|
no_churn
| 0.216037 | 0 |
no_churn
| 0.068658 | -0.008714 | 0.005341 | 0.174442 | 0.013833 | 0.065926 | 0.013773 | 0.029058 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b0046f50-494e-4434-b6c2-5f63692736a4
|
no_churn
| 0.00998 | 0 |
no_churn
| -0.015866 | -0.006109 | -0.011557 | -0.063497 | 0.003328 | -0.121987 | -0.018531 | -0.034807 |
Male
| 31 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e91990d-ad68-4d7e-965e-1db163902f6f
|
no_churn
| 0.103797 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7095b54e-db2c-499a-a1cb-90858e5fba60
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78c03417-4583-4418-ad9f-e273111a58aa
|
churn
| 0.175804 | 1 |
churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
70 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
82265a53-a980-45fd-b0ef-9932f808985c
|
no_churn
| 0.235855 | 0 |
no_churn
| -0.173164 | 0.000899 | -0.010389 | -0.01609 | 0.045478 | 0.088185 | 0.054581 | 0.106807 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
30e49644-eba8-44c1-9174-ed9eb788c2da
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Female
| 42 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,775,200 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2549d0e7-e4f8-4eb5-b6fe-871406b04a0e
|
churn
| 0.852988 | 1 |
churn
| 0.124707 | -0.001101 | 0.001219 | -0.04808 | 0.109155 | 0.109408 | 0.106457 | 0.129209 |
Female
| 33 |
Yes
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
1407cf8c-a41e-4ce6-8d52-9f6379b55496
|
no_churn
| 0.002621 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,775,200 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f243694-4103-43c6-b23d-781c274d1698
|
no_churn
| 0.106478 | 0 |
no_churn
| 0.044793 | 0.166404 | 0.054213 | 0.068585 | 0.136994 | 0.131742 | 0.00166 | -0.003418 |
Male
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
346de4c7-1d85-4e07-a09d-2fd4bec3dcd9
|
no_churn
| 0.196289 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
30 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
6ad01c92-25e3-40e7-996c-1502f279f074
|
no_churn
| 0.086548 | 0 |
no_churn
| 0.010462 | -0.001356 | 0.000524 | -0.016819 | 0.078887 | -0.212378 | 0.057423 | 0.064231 |
Male
| 62 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
384be078-5f69-4251-a2c5-05f327ed3137
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 37 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e97b2a4-1f62-4cf2-b644-3f3c9827e776
|
churn
| 0.384257 | 1 |
churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 67 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cfc6dac-5ad7-4743-8434-ae1cb6615f80
|
no_churn
| 0.38715 | 0 |
no_churn
| 0.003688 | -0.003332 | -0.038435 | 0.124405 | 0.014193 | 0.037841 | 0.00146 | 0.001235 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
680c80de-b604-4721-8028-4df2009cadd5
|
no_churn
| 0.003912 | 0 |
no_churn
| -0.083792 | -0.003166 | 0.004891 | -0.024109 | -0.041273 | -0.161161 | 0.015544 | 0.024038 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02331211-7fae-4fdf-8b02-a6a3f47a1339
|
no_churn
| 0.103797 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f21f3482-4fde-400c-8a27-67f50fb96610
|
no_churn
| 0.687018 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 50 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86355027-ad36-4155-acbd-8e43c6b4e614
|
no_churn
| 0.603475 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 63 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
63 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
9302d524-8ef1-460a-9406-a42f91d8ec03
|
no_churn
| 0.241031 | 0 |
no_churn
| -0.116376 | -0.00248 | -0.067358 | -0.033228 | -0.004758 | -0.051778 | 0.042085 | 0.034199 |
Female
| 23 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,775,200 |
1 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0fc2456d-3f1d-45be-aa3c-269a876a047c
|
no_churn
| 0.488396 | 0 |
no_churn
| 0.1247 | 0.006033 | -0.012867 | -0.221582 | -0.064765 | 0.090704 | -0.05876 | -0.061347 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
64 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
be0fed94-078e-415f-ac85-0668b19a684d
|
no_churn
| 0.079131 | 0 |
no_churn
| -0.120149 | -0.015332 | -0.001248 | 0.009865 | 0.03217 | -0.160248 | 0.035418 | 0.040498 |
Male
| 47 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
44af40f5-aa3d-4f25-b78d-a714ca40807f
|
no_churn
| 0.106478 | 0 |
no_churn
| 0.044793 | 0.166404 | 0.054213 | 0.068585 | 0.136994 | 0.131742 | 0.00166 | -0.003418 |
Female
| 50 |
Yes
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,671,775,200 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
97f63fe5-46de-45e3-b4d7-91affcc79466
|
no_churn
| 0.198693 | 0 |
no_churn
| -0.063669 | -0.000938 | 0.037154 | -0.023076 | 0.009448 | -0.13231 | 0.023233 | 0.066687 |
Female
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
66 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
d2d3978d-f341-477e-9dd8-f73c89c4fbea
|
no_churn
| 0.01183 | 0 |
no_churn
| -0.071853 | -0.016682 | -0.01503 | -0.018937 | 0.025355 | -0.172213 | 0.026185 | 0.035578 |
Male
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
289cc27d-7b4f-4af9-be91-d77164691761
|
churn
| 0.814822 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
26 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f68f910b-0374-4101-bffa-d31a82f7accb
|
no_churn
| 0.217745 | 0 |
no_churn
| -0.182478 | -0.002753 | -0.049823 | -0.056093 | 0.034715 | 0.039883 | -0.066874 | 0.064399 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
11dbfeb6-11af-4e59-9bd0-d40be612bb10
|
churn
| 0.27143 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 43 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
28 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eadbc8fd-d149-4eb1-9387-f59287762acf
|
no_churn
| 0.441982 | 0 |
no_churn
| -0.079189 | -0.005869 | -0.032693 | 0.106386 | 0.016852 | 0.077926 | -0.013452 | -0.0132 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
19 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b50a2dab-97d5-4125-94d1-d58dbfcfb75a
|
churn
| 0.551805 | 1 |
churn
| 0.056233 | -0.00423 | 0.073998 | 0.003885 | 0.017525 | 0.115658 | 0.067643 | 0.045654 |
Male
| 57 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6d825c2-d916-4420-a53e-45db0019e6a7
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
11 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c98a3c0a-60f7-4edb-9192-9491d19ba403
|
no_churn
| 0.239334 | 0 |
no_churn
| -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 |
Female
| 43 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
47 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
284d54ee-f05d-4393-b7cc-1b4943d98d13
|
no_churn
| 0.137437 | 0 |
no_churn
| -0.046141 | -0.004098 | -0.064355 | -0.065505 | 0.041294 | 0.053906 | -0.037401 | -0.056012 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e28b17e-d681-471b-9986-588fb67e8e84
|
no_churn
| 0.172465 | 0 |
no_churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c62ce6fa-5089-4e8e-9c46-97bae438f0c4
|
no_churn
| 0.361945 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Female
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95856e43-1e45-4e0a-bae0-49b70d69af93
|
no_churn
| 0.068642 | 0 |
no_churn
| -0.035437 | -0.014003 | 0.00183 | -0.141581 | 0.008136 | 0.056262 | -0.063515 | -0.070719 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c14879b6-4381-4e20-a19d-954d2fc663f5
|
churn
| 0.366939 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
f5d821e4-e03e-4bc3-9c3a-32952dad4ded
|
no_churn
| 0.007129 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
19 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
242dbf59-3614-4941-bd60-5d4207624906
|
churn
| 0.551805 | 1 |
churn
| 0.056233 | -0.00423 | 0.073998 | 0.003885 | 0.017525 | 0.115658 | 0.067643 | 0.045654 |
Female
| 23 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,671,775,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d969ba60-8066-4775-8972-a52055790631
|
churn
| 0.62984 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2ab5d664-1765-4842-98a2-c6b3599e6a7f
|
no_churn
| 0.064882 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Male
| 57 |
Yes
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,671,775,200 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8836789b-e954-46a2-b198-da0074f7abf0
|
no_churn
| 0.546397 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efcfbbfc-f9bb-417b-be99-3226e0b63ccb
|
no_churn
| 0.400487 | 0 |
no_churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41be400e-66af-4d94-92c2-89af6fe125d8
|
churn
| 0.141238 | 1 |
churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Female
| 53 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
8b295367-c345-4b8a-9f95-2aa1cb549938
|
no_churn
| 0.064882 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Female
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
65 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5a5bf982-97b3-48c2-b14e-cd38390e637c
|
no_churn
| 0.012071 | 0 |
no_churn
| -0.03712 | -0.00163 | -0.005356 | -0.015154 | -0.012193 | -0.127291 | -0.015556 | -0.054727 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
29 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
53882de5-68e9-4f1b-bb11-9b6cf177bba8
|
no_churn
| 0.556852 | 0 |
no_churn
| -0.182244 | -0.004469 | -0.004294 | -0.141527 | 0.02178 | 0.055503 | 0.009053 | 0.067173 |
Male
| 72 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
1 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21697c0a-e9cc-4e20-b8fa-16465b509222
|
churn
| 0.825048 | 1 |
churn
| 0.278207 | 0.126938 | 0.041165 | 0.042249 | 0.086491 | 0.160231 | -0.010976 | 0.000418 |
Male
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e42d1fc3-55f7-45ee-94a1-a27110342da8
|
churn
| 0.384257 | 1 |
churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
36 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
eafbce2b-bf0e-463d-bc63-337d38801e3e
|
no_churn
| 0.066211 | 0 |
no_churn
| -0.052766 | -0.003984 | -0.012348 | -0.034683 | -0.034054 | -0.055959 | -0.028339 | -0.046894 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1676237-7b28-49ee-8389-51d1d484bb1a
|
churn
| 0.787462 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 60 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
803561b4-526f-4ed1-a16c-6ad6e3bf3b65
|
no_churn
| 0.060683 | 0 |
no_churn
| -0.057459 | -0.002689 | 0.000126 | -0.047964 | 0.004378 | -0.071268 | -0.038937 | -0.051881 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
d83eccae-e0aa-4a86-a6ba-6db0ff31cdcf
|
no_churn
| 0.08584 | 0 |
no_churn
| -0.020187 | -0.001018 | 0.065536 | 0.070268 | 0.014315 | -0.131837 | 0.110121 | 0.063776 |
Male
| 72 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,775,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
3357e031-424b-46a5-99f4-fa0fd4c9b552
|
churn
| 0.866903 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Male
| 63 |
No
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,671,775,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ba2a16fc-bdc1-4f28-a3fa-13f03f601704
|
no_churn
| 0.007092 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Female
| 40 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,775,200 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5e520395-a65b-453f-b781-33067b9d0206
|
no_churn
| 0.0492 | 0 |
no_churn
| -0.015325 | -0.006046 | -0.021907 | -0.040875 | -0.024522 | -0.107217 | -0.023438 | -0.029696 |
Male
| 26 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,775,200 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d711baed-f8b0-4780-a28e-8505bbe89992
|
no_churn
| 0.422131 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
45 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f86ce475-0ce8-4d00-9bea-92fe041d688f
|
no_churn
| 0.252928 | 0 |
no_churn
| -0.226731 | -0.005141 | -0.02897 | -0.01609 | 0.063578 | 0.019683 | -0.025213 | -0.000142 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c269dfaf-245c-4668-95e7-aa671b602a94
|
no_churn
| 0.540717 | 0 |
no_churn
| -0.062592 | -0.007967 | -0.01199 | 0.12992 | 0.055456 | 0.096735 | -0.036731 | -0.020901 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
dd3dbfe7-cad1-468c-96e5-8b35406fea93
|
no_churn
| 0.012869 | 0 |
no_churn
| 0.000725 | -0.002504 | -0.000748 | -0.07992 | -0.016863 | -0.133376 | -0.01652 | -0.014821 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
51e604b6-cfc9-460d-b460-f360c37ebcc6
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c1287bf0-cb6d-47f8-8c23-e8e0e9c0aa4a
|
churn
| 0.396786 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35b1e6ae-5f34-40a8-a639-1a1a3cb39df9
|
no_churn
| 0.422131 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 28 |
Yes
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,671,775,200 |
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