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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c68f5684-eb61-4cb6-8c2e-b4e0e9e9024d
|
no_churn
| 0.234534 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Female
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
31937804-34ae-4651-af1c-85cc6ecb7bda
|
no_churn
| 0.094953 | 0 |
no_churn
| 0.020413 | -0.006177 | -0.01304 | -0.049148 | 0.014696 | -0.153462 | -0.033106 | -0.037537 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
547cf346-2fdd-4b21-919a-1ea010c03f67
|
no_churn
| 0.351934 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
3 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f807e2d1-2979-42f6-986b-2bbce8d9cc30
|
no_churn
| 0.159217 | 0 |
no_churn
| 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7fd996a6-8ec0-4841-8c6e-f86133d5cbdc
|
no_churn
| 0.106636 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
72 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
52e189a9-7758-4735-bd9a-06bed929df9b
|
no_churn
| 0.005243 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Male
| 78 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
43 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0d62f65d-c043-4b98-9305-7d063ff51c66
|
no_churn
| 0.013238 | 0 |
no_churn
| -0.039536 | -0.003866 | -0.017516 | -0.03875 | 0.011861 | -0.112609 | -0.023961 | -0.044649 |
Male
| 31 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,466,400 |
67 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9be8001e-2b3e-4d6f-a6bf-75029db1a388
|
no_churn
| 0.006909 | 0 |
no_churn
| -0.047596 | -0.002845 | -0.009841 | -0.02084 | 0.001964 | -0.132109 | -0.027436 | -0.030324 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
3 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e6484e9-2a8c-4ceb-9094-fbdfdf4c71dc
|
churn
| 0.523693 | 1 |
churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Female
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
59 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
768c6d9d-5a3d-488b-b262-f225ac89bcd3
|
no_churn
| 0.060409 | 0 |
no_churn
| 0.040402 | -0.00104 | 0.023606 | 0.026374 | 0.106311 | -0.201721 | 0.153774 | 0.075362 |
Male
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
47 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
0ff62eec-d8b8-4108-abc7-c5c1c622cda8
|
no_churn
| 0.318926 | 0 |
no_churn
| 0.094376 | -0.00127 | 0.032574 | 0.067051 | 0.12716 | -0.057829 | 0.113771 | 0.105142 |
Male
| 59 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
51 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
31accf64-1a58-44aa-ad7a-a0ed15d27bd7
|
no_churn
| 0.193342 | 0 |
no_churn
| 0.035092 | -0.004781 | 0.066227 | 0.049048 | 0.103686 | -0.084932 | 0.129512 | 0.077122 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
60 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
ad7f6c81-5667-4743-b30f-8b48f6d3c0c3
|
churn
| 0.251474 | 1 |
churn
| 0.002434 | -0.002881 | -0.017141 | 0.051669 | 0.101458 | -0.073335 | 0.108607 | 0.07683 |
Female
| 45 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,466,400 |
46 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
3dd6477e-151b-4bd7-85ab-fdf11f686609
|
churn
| 0.217434 | 1 |
churn
| -0.026154 | -0.002318 | -0.049246 | 0.036734 | 0.075249 | -0.089241 | 0.060663 | 0.076786 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
59 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
17c3648d-5556-4c11-82c2-aa6985724258
|
no_churn
| 0.261267 | 1 |
churn
| -0.02139 | 0.000736 | 0.086235 | 0.096594 | 0.138246 | 0.075344 | 0.103384 | 0.099826 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
15 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
82f4da0d-3f0d-42d0-9f4c-12da77911849
|
no_churn
| 0.801324 | 1 |
churn
| 0.094708 | -0.002877 | 0.034491 | 0.098354 | 0.108855 | 0.157812 | 0.098939 | 0.09186 |
Male
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
bd1a7d41-d23f-4407-adb7-8729ff417a0a
|
no_churn
| 0.178136 | 0 |
no_churn
| 0.100952 | -0.003084 | 0.070772 | 0.049425 | 0.129258 | -0.086659 | 0.038294 | 0.034826 |
Male
| 75 |
No
|
Yes
|
Retired
|
Rural
|
College
| 1,672,466,400 |
2 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
749f8636-8da1-4829-be8b-342508461a04
|
churn
| 0.848365 | 1 |
churn
| 0.262843 | -0.004901 | 0.022256 | -0.016562 | 0.0647 | 0.145844 | 0.132134 | 0.12466 |
Female
| 27 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,466,400 |
33 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d86f4587-8fab-41de-9a9d-fa8e85818bc0
|
no_churn
| 0.467796 | 0 |
no_churn
| -0.033196 | -0.00102 | 0.096269 | 0.093233 | 0.094426 | 0.113115 | 0.106185 | 0.103482 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
aea5d9be-9571-415b-bb57-cc157d072945
|
churn
| 0.704403 | 1 |
churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Male
| 31 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
64098d81-c4fc-4894-882c-8f10f41d40d9
|
no_churn
| 0.515012 | 0 |
no_churn
| -0.165476 | -0.002007 | 0.005585 | -0.175726 | 0.048716 | 0.054415 | 0.086817 | 0.068649 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,466,400 |
60 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ab93080a-b4fb-4df8-9797-b40d791e2766
|
no_churn
| 0.208094 | 0 |
no_churn
| -0.237565 | -0.006146 | -0.03972 | -0.035896 | 0.033364 | 0.041969 | -0.001627 | 0.006594 |
Female
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
25 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9dc31731-4e33-4481-9d21-fcc0d89afc9d
|
churn
| 0.53495 | 1 |
churn
| 0.093098 | -0.001108 | 0.023999 | 0.027602 | 0.146631 | 0.102242 | 0.092789 | 0.12572 |
Male
| 54 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e3f65e77-1866-4b54-99e0-3cab54e52b94
|
churn
| 0.749194 | 1 |
churn
| 0.193452 | -0.003678 | 0.042168 | 0.067627 | 0.075888 | 0.161454 | 0.113885 | 0.080177 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5532926d-f42c-4fb5-83c4-136e206c14a7
|
churn
| 0.795483 | 1 |
churn
| -0.038876 | -0.002786 | 0.054474 | -0.029964 | 0.016743 | 0.096882 | -0.060253 | 0.028469 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
24 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e1bebd17-3613-49f6-ba69-905a0e1c7d4b
|
no_churn
| 0.486568 | 0 |
no_churn
| -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 |
Male
| 55 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
8bf33367-fbd3-49f2-a60c-ee5d0e68b274
|
no_churn
| 0.230416 | 0 |
no_churn
| -0.200157 | -0.001953 | 0.02321 | -0.075506 | 0.012873 | -0.060122 | 0.038437 | 0.046191 |
Female
| 53 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,466,400 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f91ab0d9-4b24-4cc4-b838-4df54b9cd61d
|
churn
| 0.461613 | 1 |
churn
| -0.208797 | -0.003802 | -0.000421 | 0.006338 | 0.040726 | 0.017149 | -0.015152 | 0.024931 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
33 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
258cce64-9e8f-47fe-b92d-f1391fdf0c50
|
no_churn
| 0.392402 | 0 |
no_churn
| -0.060058 | -0.001537 | -0.03409 | 0.046875 | 0.011653 | 0.026108 | 0.077966 | 0.020367 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,466,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
ec616bb7-e3b7-41b2-bdd7-de3ce2267f43
|
no_churn
| 0.13504 | 0 |
no_churn
| -0.164245 | -0.002315 | 0.014074 | 0.007394 | 0.010505 | -0.16106 | 0.006113 | 0.020508 |
Female
| 23 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
dadbf29f-3eba-4792-a872-9ed9a60c893a
|
churn
| 0.870003 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9f01ff4d-7634-4988-8989-f6e56db4ea4b
|
no_churn
| 0.747763 | 0 |
no_churn
| 0.196632 | -0.00092 | 0.035647 | 0.050591 | 0.112334 | 0.156604 | 0.11141 | 0.068675 |
Female
| 28 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,466,400 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f567571d-0a27-45f6-b502-013de3e28f5b
|
churn
| 0.583555 | 1 |
churn
| -0.009112 | -0.004619 | -0.034079 | -0.00625 | 0.027506 | 0.047347 | -0.005447 | 0.027803 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,466,400 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1e34b0f5-2dfc-4873-805c-231c8ae61cbc
|
churn
| 0.605312 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2e751944-533a-453e-8a70-53bb78f6cf67
|
no_churn
| 0.162327 | 0 |
no_churn
| -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 |
Male
| 69 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
dc157245-3508-4f5e-b63e-5692c7c65c03
|
no_churn
| 0.064635 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 36 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28266af4-8083-418f-9f86-ebc31de48ffa
|
no_churn
| 0.448244 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Female
| 64 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,466,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14b25f0d-00d9-4726-ae12-df48fe2ab646
|
churn
| 0.533358 | 1 |
churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0aa85446-bdb7-4fec-9335-663bd41d418b
|
churn
| 0.453136 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 76 |
Yes
|
No
|
Employed
|
Urban
|
Doctor
| 1,672,466,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
941568d2-0f69-46b4-956d-5f2352b0c7bd
|
no_churn
| 0.463677 | 0 |
no_churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
833ad06b-cad5-48cc-9778-b46b1f00c3ff
|
churn
| 0.578508 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 40 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f8a0ad4-7a2f-4470-9da7-1e02ab31707a
|
churn
| 0.370906 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,466,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47ee07cf-860d-4d6f-ac84-4d3ebec1bc8f
|
no_churn
| 0.386183 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
77cce049-2983-4eaa-93be-495238026b47
|
no_churn
| 0.017277 | 0 |
no_churn
| -0.1374 | -0.003482 | 0.006671 | 0.024209 | -0.007661 | -0.106321 | -0.013805 | -0.031236 |
Male
| 60 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,466,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58532a91-bbaa-4761-9010-bb8c1785859b
|
churn
| 0.464897 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
052be542-bedc-4d00-b26f-47cdf4b2088a
|
churn
| 0.820828 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,466,400 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
148d5e0b-2dee-4278-ae61-df73f0076fca
|
no_churn
| 0.4986 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 61 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4dd07c31-a78e-4c8b-9207-85aff4b61623
|
no_churn
| 0.380139 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07cdb7d9-7636-4a77-8fdc-4fac60f6d213
|
no_churn
| 0.31364 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
16876817-e0ff-471f-9f3f-98927f6511fc
|
churn
| 0.165816 | 1 |
churn
| -0.039964 | -0.002493 | 0.043354 | 0.06123 | 0.024708 | -0.042753 | -0.021657 | -0.024605 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33bb1f99-c0a9-46f5-b04b-7b62e51ba66f
|
churn
| 0.470016 | 1 |
churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10c10e99-bae3-497a-a04c-3cdbbdbd14da
|
no_churn
| 0.619787 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 44 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,466,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b075ed5a-1d10-4a2c-8d61-7ce025fa7db8
|
no_churn
| 0.535636 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ae01b93-019c-4659-aaa2-1a764073cea6
|
churn
| 0.719089 | 1 |
churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Female
| 43 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
44 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9374fc46-13c0-47ef-9f56-5647e2b7b463
|
no_churn
| 0.279844 | 0 |
no_churn
| -0.217903 | -0.005114 | -0.072678 | 0.033546 | 0.002636 | 0.034308 | -0.019418 | -0.024403 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6173c046-2103-41e4-b74f-d40679ea2bb7
|
churn
| 0.576482 | 1 |
churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
439960c0-fd8d-47c9-a977-45545ffedf83
|
no_churn
| 0.091476 | 0 |
no_churn
| -0.09176 | -0.002737 | 0.018329 | 0.035764 | 0.003913 | -0.196767 | -0.015309 | -0.013794 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
46 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
5a574487-8996-4d30-9730-fae9818f776b
|
no_churn
| 0.100775 | 0 |
no_churn
| -0.116202 | -0.007627 | -0.011206 | -0.001051 | -0.005752 | -0.083503 | -0.022014 | -0.021671 |
Female
| 28 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aad6a41f-7496-4c55-84ce-09d38081cdfc
|
churn
| 0.42331 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,466,400 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
13ba6aba-906a-4e9f-a2da-bf27dbc841b3
|
churn
| 0.491852 | 1 |
churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0e885e7-166a-4292-a4a0-7aa0f1055fdf
|
churn
| 0.409051 | 1 |
churn
| -0.006029 | -0.006449 | 0.060404 | 0.125139 | 0.067891 | 0.120365 | -0.024194 | -0.013619 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8814ba2-18f2-44f4-902f-9f20df193f65
|
no_churn
| 0.520377 | 0 |
no_churn
| -0.172568 | -0.007962 | -0.067256 | 0.032385 | -0.002002 | 0.049254 | -0.034661 | -0.066216 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
56 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd1af4e4-3899-4ca3-b9f4-f5dc683f8978
|
churn
| 0.279157 | 1 |
churn
| 0.096652 | -0.000499 | 0.078578 | 0.158687 | 0.141402 | 0.111559 | -0.000391 | 0.024985 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfa31074-a536-4bdd-bada-86ee9f14d495
|
churn
| 0.453136 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
70b6ba45-ae84-47f4-af46-527732dc8f71
|
no_churn
| 0.230416 | 0 |
no_churn
| -0.200157 | -0.001953 | 0.02321 | -0.075506 | 0.012873 | -0.060122 | 0.038437 | 0.046191 |
Male
| 64 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
02e5fc94-42de-462a-9051-b4bb7ff85c02
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.027083 | -0.004937 | 0.012331 | -0.024823 | 0.017727 | -0.197714 | -0.017563 | -0.026963 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
28 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d2d8171a-7af1-4224-bd44-451799c8bff5
|
no_churn
| 0.112551 | 0 |
no_churn
| 0.008875 | -0.004434 | 0.090311 | -0.049018 | 0.152209 | 0.077481 | 0.111348 | 0.121917 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
50 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
8c95992d-5892-4919-b4e5-1784944c4220
|
no_churn
| 0.210642 | 0 |
no_churn
| 0.034293 | -0.005483 | 0.092563 | 0.138776 | 0.083315 | -0.028418 | 0.150322 | 0.085606 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa5b8c91-d302-4433-b517-09d1fad29e4d
|
no_churn
| 0.191934 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 41 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
43 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1c8308f7-69a1-48c9-a2b8-b0c71a11a446
|
no_churn
| 0.102257 | 0 |
no_churn
| -0.043972 | -0.004782 | -0.016435 | -0.038438 | -0.012868 | -0.087304 | -0.023911 | -0.041315 |
Female
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
46 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efa244d8-01dc-4d68-bbc1-3765b6af7f81
|
no_churn
| 0.142065 | 0 |
no_churn
| -0.191238 | 0.016025 | 0.002173 | -0.001797 | 0.03436 | 0.020544 | -0.033693 | -0.0454 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
25 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
979b27d2-3544-4acf-84e2-f6f00c00f676
|
churn
| 0.53495 | 1 |
churn
| 0.093098 | -0.001108 | 0.023999 | 0.027602 | 0.146631 | 0.102242 | 0.092789 | 0.12572 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,466,400 |
45 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
c282ff5f-bd93-4b1f-9cb3-9479a1236f0e
|
no_churn
| 0.241151 | 0 |
no_churn
| -0.16041 | -0.008611 | 0.021105 | -0.059803 | -0.138261 | 0.058765 | 0.013753 | 0.054436 |
Female
| 76 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ca349dd0-5319-450e-b3c5-3363f366cd27
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
56297d18-5eaa-4a4f-8470-a2b28120b657
|
no_churn
| 0.150309 | 0 |
no_churn
| 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
46 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
cce07373-5023-4887-bc10-8cdd5caf7c6e
|
no_churn
| 0.100775 | 0 |
no_churn
| -0.116202 | -0.007627 | -0.011206 | -0.001051 | -0.005752 | -0.083503 | -0.022014 | -0.021671 |
Male
| 38 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ee34fba0-5a14-4c6c-a381-a23d5296e4e5
|
no_churn
| 0.006817 | 0 |
no_churn
| -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 |
Female
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a4fa05cc-3ae8-4a9f-98c9-e4ff4e32c2dc
|
no_churn
| 0.078435 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Male
| 62 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
531704ba-f9af-481a-8e34-ebbf9bd06033
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82c10270-20cd-4687-b851-fc0ba34e3538
|
no_churn
| 0.100623 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
51 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7df6cbb0-c47e-4497-9637-2870286f66b0
|
no_churn
| 0.023517 | 0 |
no_churn
| -0.064918 | -0.001325 | -0.044377 | -0.041849 | 0.055301 | -0.19938 | 0.043212 | 0.047643 |
Male
| 58 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa7dc37c-de1b-4b8c-a5e2-b0a4e291c697
|
churn
| 0.533358 | 1 |
churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5c6e0307-86ee-4d35-ad66-32c301a99293
|
churn
| 0.690267 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
47 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
8f1cf903-56cd-4090-89bb-af1123e3d440
|
no_churn
| 0.318926 | 0 |
no_churn
| 0.094376 | -0.00127 | 0.032574 | 0.067051 | 0.12716 | -0.057829 | 0.113771 | 0.105142 |
Male
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
60 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
65cc53d6-d231-4f23-9997-8f453aca14e7
|
no_churn
| 0.085286 | 0 |
no_churn
| -0.008071 | -0.004127 | -0.023719 | 0.078627 | 0.131113 | 0.086198 | 0.114256 | 0.096698 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0edd66e-f754-4b53-8be1-209ff570f71c
|
churn
| 0.223059 | 1 |
churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Female
| 65 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
106b131c-b4bc-40a9-bac0-baaf3c0608fb
|
no_churn
| 0.396694 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26adb63f-3953-4ee7-a226-d2e07afababe
|
churn
| 0.549493 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
39 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e9f6bb0b-bba0-4164-b7be-cb0bde9a7231
|
no_churn
| 0.089947 | 0 |
no_churn
| 0.000076 | -0.002036 | 0.022154 | -0.051187 | 0.02875 | -0.056762 | -0.022093 | -0.037927 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e89efc5-386b-4abe-bcd1-24860aac603d
|
churn
| 0.461588 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7a50bfb1-16bf-42eb-ad72-a5747844829b
|
no_churn
| 0.702673 | 0 |
no_churn
| 0.192319 | 0.022556 | -0.002802 | -0.086548 | -0.036245 | 0.106385 | -0.043964 | -0.037035 |
Male
| 53 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,466,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
71f354ca-e600-4b4f-a20e-070774be0c57
|
churn
| 0.578508 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 52 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
37 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5d3438d3-a747-4896-a725-3327f427ec65
|
no_churn
| 0.018626 | 0 |
no_churn
| -0.052636 | -0.003976 | 0.001897 | -0.032899 | -0.032357 | -0.108243 | -0.017034 | -0.02378 |
Female
| 28 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
33 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f087dec2-b27d-4b33-8307-b5665ebef135
|
no_churn
| 0.392402 | 0 |
no_churn
| -0.060058 | -0.001537 | -0.03409 | 0.046875 | 0.011653 | 0.026108 | 0.077966 | 0.020367 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2e3b8396-dabc-419b-9f5b-8330a93ab65a
|
no_churn
| 0.017277 | 0 |
no_churn
| -0.1374 | -0.003482 | 0.006671 | 0.024209 | -0.007661 | -0.106321 | -0.013805 | -0.031236 |
Female
| 43 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,466,400 |
46 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26f8f8a7-79a9-4e44-8343-60fd607006d1
|
no_churn
| 0.142065 | 0 |
no_churn
| -0.191238 | 0.016025 | 0.002173 | -0.001797 | 0.03436 | 0.020544 | -0.033693 | -0.0454 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
68 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e89d30b8-674b-4a29-8569-c65961400db9
|
no_churn
| 0.085201 | 0 |
no_churn
| 0.010194 | -0.000697 | 0.070794 | 0.135839 | 0.058052 | -0.026174 | 0.121095 | 0.07187 |
Male
| 40 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
598d2966-1038-4054-8008-e3db1d2b5a40
|
churn
| 0.625038 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
56 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7b14933-a619-41dc-a9fb-68a5fce3b6b9
|
churn
| 0.279157 | 1 |
churn
| 0.096652 | -0.000499 | 0.078578 | 0.158687 | 0.141402 | 0.111559 | -0.000391 | 0.024985 |
Female
| 49 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,466,400 |
26 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
75967fa2-46bb-4386-9478-75605811f1b7
|
no_churn
| 0.080046 | 0 |
no_churn
| -0.062388 | -0.004463 | -0.02695 | -0.025571 | 0.008913 | -0.076535 | -0.039477 | -0.042555 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
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