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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b0cdda27-7860-4300-a284-fc229e2d76a2
|
no_churn
| 0.122581 | 0 |
no_churn
| 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 |
Male
| 67 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
feba8be7-3cb3-4ed3-923e-3904a9feccfe
|
churn
| 0.836146 | 1 |
churn
| 0.130341 | 0.001054 | 0.089928 | -0.000827 | -0.002896 | 0.138326 | 0.143002 | 0.103463 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
36a1626b-24ba-4b92-815e-5e8d55dda38f
|
no_churn
| 0.55615 | 0 |
no_churn
| -0.001164 | -0.003352 | -0.019597 | 0.003127 | 0.001841 | 0.108102 | 0.085132 | 0.067551 |
Male
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
73f975c9-bd98-4230-9135-831921b37c8b
|
no_churn
| 0.612274 | 0 |
no_churn
| -0.147248 | -0.003053 | 0.057071 | -0.042391 | 0.042769 | 0.046715 | -0.020702 | -0.04 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5a14509-e80e-4d18-9197-ad7021f929a7
|
no_churn
| 0.013411 | 0 |
no_churn
| -0.043235 | -0.003661 | -0.000711 | -0.034279 | -0.001738 | 0.05374 | -0.018172 | -0.01097 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ee78ffb4-4b34-4b0e-941f-5a2bacfcea3d
|
no_churn
| 0.004834 | 0 |
no_churn
| -0.090869 | -0.002439 | 0.047397 | -0.013266 | 0.061205 | 0.079151 | -0.016168 | -0.02592 |
Male
| 57 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bba40874-30ac-4335-9e58-777f1e6a439e
|
no_churn
| 0.008215 | 0 |
no_churn
| -0.068576 | -0.00346 | -0.09088 | -0.001634 | -0.003346 | 0.051529 | -0.010401 | -0.032259 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
46 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4654fb35-fc29-43fa-b95e-5c7411934a87
|
no_churn
| 0.012657 | 0 |
no_churn
| -0.057328 | 0.029009 | 0.011736 | -0.027357 | -0.013853 | -0.190099 | -0.011571 | -0.009564 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
52 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d8075505-63b2-49b7-a3bb-689847ded127
|
no_churn
| 0.005271 | 0 |
no_churn
| -0.064369 | -0.002973 | 0.000692 | -0.053174 | 0.011983 | -0.109921 | -0.025553 | -0.025711 |
Female
| 43 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
11 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a15d373-e586-4ac2-a266-f2b00dcbc9f4
|
churn
| 0.382413 | 1 |
churn
| -0.063772 | -0.096983 | -0.063092 | -0.037015 | 0.035124 | 0.055841 | -0.048411 | -0.040719 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
985a26ab-ebeb-455c-a7c5-2621b0ff910b
|
no_churn
| 0.034835 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
48207c91-6987-4558-93af-dfbfb797582b
|
churn
| 0.704294 | 1 |
churn
| -0.120613 | -0.00179 | 0.013217 | -0.002381 | 0.062425 | 0.021264 | -0.01131 | 0.024162 |
Female
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
29 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94444150-b865-4853-848a-0193ac16f3cf
|
churn
| 0.464291 | 1 |
churn
| 0.014703 | -0.007793 | -0.015711 | 0.121006 | 0.054778 | 0.105027 | -0.000249 | 0.010097 |
Female
| 52 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
39 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d45d071c-d7d0-4dbf-8908-9ba0bd78b7d1
|
no_churn
| 0.02074 | 0 |
no_churn
| -0.0596 | -0.015967 | -0.01093 | -0.047173 | -0.10385 | 0.035836 | -0.04176 | -0.023082 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3dc46a4d-3ac4-48ba-80c0-398ee52bb4a4
|
no_churn
| 0.495268 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
556cbf62-3f74-40ad-a9a1-9b2088b3bc30
|
no_churn
| 0.002378 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1d27f9a4-e35e-4a7d-9af6-004837a0c0c3
|
no_churn
| 0.3196 | 0 |
no_churn
| 0.157525 | 0.066548 | 0.037229 | -0.059335 | -0.025146 | 0.112588 | -0.028306 | 0.004601 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14ce516e-cd0f-479b-9782-2bac6f2e94a1
|
churn
| 0.655117 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
21 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e04b38cd-4f58-49cb-9b74-77bf0d686d5e
|
no_churn
| 0.122581 | 0 |
no_churn
| 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f4077a2-aba1-4db1-a556-e72ce6235083
|
no_churn
| 0.125643 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Female
| 72 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ebe3c793-51a9-4a47-bf86-e0eff5b29404
|
no_churn
| 0.498625 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff5c5d8e-165a-426c-a16b-f08f39b43576
|
no_churn
| 0.002378 | 0 |
no_churn
| -0.130325 | -0.002316 | 0.030519 | 0.024619 | 0.053355 | 0.076573 | -0.025408 | -0.047043 |
Female
| 46 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8478b665-d39a-4766-bc8a-9f04b2431b51
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.099751 | 0.003861 | 0.04791 | 0.123327 | 0.07173 | -0.038659 | -0.022084 | -0.024863 |
Female
| 51 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,673,071,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe68089f-eac9-4626-b7c8-e7d277102ab3
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62b89961-d87a-4f76-bf75-2a80aef12a8f
|
churn
| 0.696332 | 1 |
churn
| 0.115631 | -0.003265 | 0.077652 | 0.160745 | 0.04713 | 0.1505 | -0.02603 | 0.003542 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
46 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80ba0bf7-41c5-47bf-b74f-232c77efa588
|
no_churn
| 0.012657 | 0 |
no_churn
| -0.03696 | 0.153041 | 0.066262 | 0.125239 | 0.034213 | 0.110516 | 0.003837 | 0.014826 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
51598c97-b22e-4366-b4cd-6118ad0f977b
|
churn
| 0.373131 | 1 |
churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a767a82d-0e24-4cb1-8573-9c53389db4ea
|
no_churn
| 0.498599 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 34 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,071,200 |
37 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c62e4bd6-04dd-4f1a-b8f2-30c1590a5385
|
no_churn
| 0.655835 | 0 |
no_churn
| -0.177695 | -0.00419 | 0.060583 | -0.053527 | 0.005401 | 0.072271 | 0.048324 | 0.022009 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
319046ba-e55a-4012-90b9-feb3eb5a0df9
|
no_churn
| 0.014449 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Female
| 57 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fbdabf42-db27-4d13-b4f5-d5b75cdb8d51
|
churn
| 0.666026 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 66 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e55ad878-0b85-45d6-a4d2-3e493fc4024d
|
no_churn
| 0.105358 | 0 |
no_churn
| -0.05727 | -0.001881 | -0.032009 | -0.018887 | 0.020764 | -0.068347 | 0.034948 | 0.053655 |
Male
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b64247fb-db57-4fe7-9c99-bd350f161cea
|
churn
| 0.848625 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 75 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
28eb2adf-a7fb-4a49-869b-b62d3a8d806e
|
no_churn
| 0.053113 | 0 |
no_churn
| 0.011398 | -0.0053 | -0.030038 | -0.016063 | -0.034266 | -0.097777 | -0.029776 | -0.031538 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f10a1e0c-5b61-4b07-b638-8ea266fa848a
|
no_churn
| 0.241472 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 69 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,071,200 |
32 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d21c3acf-6fc6-4b36-ab45-704ae98612ee
|
no_churn
| 0.03905 | 0 |
no_churn
| -0.075705 | 0.083637 | 0.040031 | -0.157083 | 0.032985 | 0.083253 | -0.004224 | -0.001921 |
Female
| 47 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cb60c8a-b4fb-4060-b4b6-156c134eb45b
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 |
Female
| 77 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
30 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
fba22787-fab7-45c0-aa14-11c29921c56d
|
no_churn
| 0.11376 | 0 |
no_churn
| -0.02673 | 0.041861 | -0.026151 | 0.019696 | 0.057256 | 0.101941 | 0.008884 | -0.000187 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd8f6982-821e-4736-a2c7-06ec48de5d52
|
no_churn
| 0.403769 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Male
| 39 |
Yes
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7fae4dc3-f9ad-4795-a458-f4742861235b
|
churn
| 0.659005 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0597aa50-08c0-4f34-98cf-1212d3b22390
|
churn
| 0.345919 | 1 |
churn
| 0.039074 | -0.001977 | 0.0301 | 0.07966 | 0.12771 | 0.132925 | 0.187863 | 0.095619 |
Female
| 31 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
24 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9b8af581-5130-4bcf-bae4-63360af916ed
|
churn
| 0.518179 | 1 |
churn
| -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 |
Female
| 45 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
2bb6e8e9-00aa-49db-bada-8d15da4060ae
|
no_churn
| 0.029585 | 0 |
no_churn
| -0.063158 | -0.001706 | 0.078168 | 0.103118 | 0.083204 | -0.136818 | 0.08758 | 0.089179 |
Male
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
066d1e64-8d44-4bbc-80ce-47565b01cc26
|
no_churn
| 0.233588 | 0 |
no_churn
| -0.051485 | -0.001507 | 0.107305 | 0.03644 | 0.06028 | 0.126623 | 0.129274 | 0.118806 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f87025a2-9f1b-48b0-9b2e-9c2ba83da078
|
no_churn
| 0.498599 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 34 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a178a482-c6d3-4d98-952e-971f1bd59bf3
|
churn
| 0.677922 | 1 |
churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Male
| 71 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5c7c429-d1fe-43db-ace5-0d93f53af856
|
no_churn
| 0.005928 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3a6601ff-a596-4f9e-95e3-516d7faf9748
|
churn
| 0.630196 | 1 |
churn
| 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0e9325a8-d24d-4944-80fa-5ba40fc381de
|
no_churn
| 0.014217 | 0 |
no_churn
| -0.001003 | 0.000758 | -0.015829 | 0.001447 | 0.028903 | 0.108622 | 0.144119 | 0.064458 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
80401eda-7352-48c7-a229-835d30966de8
|
churn
| 0.630196 | 1 |
churn
| 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ad9f70ee-48d6-4cf0-b86a-0e3808f35465
|
no_churn
| 0.55615 | 0 |
no_churn
| -0.001164 | -0.003352 | -0.019597 | 0.003127 | 0.001841 | 0.108102 | 0.085132 | 0.067551 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
29 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62338d45-40b3-489e-8bec-fa2234d27fed
|
no_churn
| 0.059836 | 0 |
no_churn
| -0.070244 | 0.054794 | 0.026894 | -0.07377 | -0.162415 | 0.063651 | -0.0125 | -0.015437 |
Female
| 64 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8ad73289-8667-45fa-8b18-860c90a23c37
|
no_churn
| 0.438003 | 0 |
no_churn
| -0.214579 | -0.00544 | 0.052916 | -0.025932 | 0.016696 | 0.034307 | -0.118173 | 0.011178 |
Male
| 24 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
894a3f9a-cc39-4d0d-9414-78ded523467e
|
churn
| 0.373131 | 1 |
churn
| -0.008017 | -0.001233 | 0.051939 | -0.001622 | 0.124401 | 0.103715 | 0.061534 | 0.024733 |
Male
| 66 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf0907f7-c1b8-4e46-9fbf-06ee5c57c8fd
|
no_churn
| 0.403769 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
20 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fff20130-35cb-4b23-b3e6-1c5dbd8645c5
|
no_churn
| 0.206376 | 0 |
no_churn
| -0.044882 | 0.067244 | 0.012416 | -0.017549 | -0.024049 | 0.058031 | -0.033795 | -0.059134 |
Female
| 63 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
69 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5dea5a5-2a3f-48fe-8d51-2dc5155f132e
|
no_churn
| 0.005637 | 0 |
no_churn
| -0.07735 | -0.003782 | -0.053574 | -0.014637 | 0.012392 | 0.058125 | -0.033915 | -0.056284 |
Female
| 63 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,673,071,200 |
53 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e5b92efe-29d9-4d27-93ab-6c6f0f5be3f6
|
churn
| 0.17517 | 1 |
churn
| -0.012097 | 0.000191 | 0.020049 | 0.055808 | 0.08242 | -0.032709 | 0.003495 | 0.081318 |
Female
| 63 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c4423e1f-a4ea-49e9-bf58-5381ca633fe2
|
churn
| 0.83243 | 1 |
churn
| 0.088331 | -0.010154 | -0.049035 | -0.096988 | -0.039291 | 0.069111 | 0.027966 | 0.017701 |
Male
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa4fcd36-d5ce-4d11-9205-0e0b23ed85c5
|
churn
| 0.468816 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 57 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0379c0ef-808e-439a-bf74-7cca36e0f934
|
no_churn
| 0.207677 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cbac5151-f787-4c01-af2a-e01b39ea19ec
|
no_churn
| 0.498599 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 32 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1534dca0-79b1-49ea-9ba4-e7630b829342
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40961ecb-5674-4a52-8148-6568f613d54f
|
churn
| 0.666026 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
656fd8da-c0d3-4fe7-995c-d04c9df88bef
|
no_churn
| 0.207677 | 0 |
no_churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c4ea84ef-4a3b-4034-b03d-1fb4a7cf1b85
|
no_churn
| 0.03905 | 0 |
no_churn
| -0.074368 | 0.022292 | 0.005959 | -0.065132 | -0.020855 | -0.109886 | -0.012634 | -0.014403 |
Female
| 70 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
afb9127c-c04f-4af3-975e-e87ef7d4f536
|
churn
| 0.836146 | 1 |
churn
| 0.130341 | 0.001054 | 0.089928 | -0.000827 | -0.002896 | 0.138326 | 0.143002 | 0.103463 |
Male
| 47 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc106dc5-74e8-43bc-bc8d-e88954bf344d
|
churn
| 0.314494 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 24 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
cfb051fa-a001-4be8-bc46-616989991a96
|
no_churn
| 0.280318 | 0 |
no_churn
| -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 |
Female
| 28 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c435c87-4c78-4e8c-b8cf-ef705b3e44cb
|
churn
| 0.048093 | 1 |
churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Female
| 77 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
51c7c6b0-90cd-4db1-91f7-ad09c2cbc4b4
|
churn
| 0.314494 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f26d05b8-6622-4263-bdcb-4308e37dc257
|
churn
| 0.874798 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
69 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
35f802c2-f023-4b2f-a580-031573649273
|
no_churn
| 0.114766 | 0 |
no_churn
| -0.119359 | -0.022801 | -0.017136 | -0.03123 | -0.098993 | 0.05192 | 0.003497 | 0.005076 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
46 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a4b753c-b7a2-4c2b-b6a3-b48ae79eed49
|
no_churn
| 0.012657 | 0 |
no_churn
| -0.03696 | 0.153041 | 0.066262 | 0.125239 | 0.034213 | 0.110516 | 0.003837 | 0.014826 |
Female
| 41 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
67 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2ead55a5-c2a8-4573-a020-32646fa4ace0
|
churn
| 0.327862 | 1 |
churn
| -0.170318 | -0.001433 | 0.015916 | -0.008197 | 0.05367 | 0.04496 | 0.004662 | 0.061713 |
Female
| 67 |
No
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,673,071,200 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f733379-7035-44d9-853b-d759c2b39578
|
churn
| 0.778552 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Female
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7ad62a95-8ea8-45f2-a100-0a30203c2771
|
churn
| 0.66466 | 1 |
churn
| -0.038129 | -0.002449 | 0.124944 | 0.11173 | 0.052829 | 0.11863 | 0.100252 | 0.072001 |
Male
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b3f15600-d439-40a2-a3f8-6635717dfa77
|
no_churn
| 0.088195 | 0 |
no_churn
| -0.076812 | -0.001174 | 0.055951 | 0.02363 | 0.040605 | 0.114176 | 0.017626 | 0.026469 |
Female
| 20 |
No
|
No
|
Retired
|
Suburban
|
Master
| 1,673,071,200 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2dc5c5aa-7e50-43c7-bddd-82aa0b5ec1b2
|
churn
| 0.786428 | 1 |
churn
| 0.224491 | -0.002961 | 0.063578 | 0.061611 | 0.116247 | 0.149252 | 0.06073 | 0.058027 |
Female
| 37 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,071,200 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9392e3c4-db86-470a-9fbf-99b682d7eaed
|
no_churn
| 0.479248 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a38825f7-2476-4da5-96e9-c73b69960369
|
no_churn
| 0.033368 | 0 |
no_churn
| -0.113116 | -0.001913 | 0.031363 | 0.028168 | 0.053003 | 0.07742 | -0.032954 | -0.051997 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8aa8e6e6-6fae-48f7-9666-d7c8fbe791dc
|
churn
| 0.700083 | 0 |
no_churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Female
| 32 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82bf8c96-587f-473d-807f-6769a4727b11
|
no_churn
| 0.04811 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 31 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efca62a0-bac5-4031-b7f1-567c31628dfb
|
churn
| 0.812514 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 54 |
No
|
Yes
|
Retired
|
Suburban
|
Doctor
| 1,673,071,200 |
5 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2a93de8a-e6a4-4648-9571-e9cf540efbcc
|
no_churn
| 0.672825 | 1 |
churn
| 0.02532 | -0.004919 | -0.109338 | -0.037425 | 0.023521 | 0.067031 | -0.100423 | 0.048374 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
11 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c191717e-8aa4-4450-a8b3-aee4ec5d6df9
|
churn
| 0.382413 | 1 |
churn
| -0.063772 | -0.096983 | -0.063092 | -0.037015 | 0.035124 | 0.055841 | -0.048411 | -0.040719 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
46 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af76e2b9-7c4b-487a-99c9-02e6910faabf
|
no_churn
| 0.007743 | 0 |
no_churn
| -0.124765 | -0.005043 | -0.066953 | -0.010158 | 0.030379 | 0.038407 | -0.042939 | -0.052239 |
Male
| 22 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28c69e4c-481d-4c16-a1cf-96d690da1a42
|
no_churn
| 0.00509 | 0 |
no_churn
| -0.079101 | -0.001522 | 0.00116 | -0.002684 | -0.031098 | 0.057539 | -0.022987 | -0.040333 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
37 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b551b4f-77e9-4b2a-a978-6faa5791b43e
|
churn
| 0.126323 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
8c320fab-51e7-4233-a80d-04253f26e660
|
no_churn
| 0.160785 | 0 |
no_churn
| 0.025886 | -0.000992 | 0.115674 | 0.051533 | 0.127438 | -0.038771 | 0.160691 | 0.103515 |
Male
| 76 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,673,071,200 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4e7476a3-3539-41b5-a7fb-b29611a30bee
|
no_churn
| 0.02179 | 0 |
no_churn
| -0.030137 | -0.004085 | -0.006415 | -0.045084 | 0.014131 | -0.112707 | -0.036795 | -0.047934 |
Male
| 37 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
29 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e67f750-e9ae-4486-8a5f-6920830f526f
|
churn
| 0.464291 | 1 |
churn
| 0.014703 | -0.007793 | -0.015711 | 0.121006 | 0.054778 | 0.105027 | -0.000249 | 0.010097 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
12 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15263333-7ef4-4cdc-8089-c2b0d915505f
|
churn
| 0.336794 | 1 |
churn
| 0.006125 | -0.004225 | -0.026556 | 0.054522 | -0.126841 | 0.05324 | -0.027931 | -0.052026 |
Female
| 21 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ea13bf4-7306-4ad3-9dd6-72381cadf95e
|
no_churn
| 0.262445 | 0 |
no_churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
65 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26b40d78-6e6a-4627-bfd2-58659221ae74
|
no_churn
| 0.008302 | 0 |
no_churn
| -0.069059 | -0.002874 | -0.005329 | -0.073714 | 0.009472 | 0.050082 | -0.041804 | -0.05105 |
Female
| 39 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cc58a80c-f56d-4bd9-8d05-521e10e1d3ec
|
churn
| 0.792038 | 1 |
churn
| 0.196632 | -0.00092 | 0.035647 | 0.050591 | 0.112334 | 0.156604 | 0.11141 | 0.068675 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1916d9a-147e-4d7f-ad11-14cd5b0a4b74
|
no_churn
| 0.005928 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Male
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f96337cb-26b7-4dfd-84e9-f3d623816341
|
no_churn
| 0.005928 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 24 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
07f90828-3e6b-4c66-91c2-feb06aa17005
|
no_churn
| 0.015991 | 0 |
no_churn
| -0.104555 | -0.030644 | -0.020943 | 0.037118 | 0.051053 | 0.109925 | 0.0665 | 0.075187 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48bd52b7-734f-47c7-b37b-5fcef316ec50
|
no_churn
| 0.077813 | 0 |
no_churn
| -0.046111 | -0.004811 | -0.00368 | -0.103317 | 0.041315 | 0.043948 | -0.053808 | -0.057562 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
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