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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2f51ce38-1f83-40bf-897d-fa5dca1f4209
|
churn
| 0.108945 | 1 |
churn
| 0.041499 | 0.106311 | 0.039229 | 0.081735 | 0.056246 | 0.009445 | -0.000267 | -0.003224 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10001583-d55e-4580-8e76-48ffab32ecd9
|
churn
| 0.622663 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
43 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
86509f9a-9cda-4c5a-ae50-23a5e6fc17be
|
no_churn
| 0.102257 | 0 |
no_churn
| -0.043972 | -0.004782 | -0.016435 | -0.038438 | -0.012868 | -0.087304 | -0.023911 | -0.041315 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
12 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
49af41e6-29ff-4345-8166-fdf789f70439
|
churn
| 0.630347 | 1 |
churn
| 0.139818 | -0.003475 | 0.033595 | 0.072416 | 0.047222 | 0.131652 | 0.175507 | 0.090572 |
Female
| 64 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,466,400 |
7 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9870751a-0c21-4c89-99c3-f1c919a79c37
|
no_churn
| 0.031141 | 0 |
no_churn
| 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 |
Female
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,466,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ac4408e9-fa05-48b3-ac2b-1a81797e1bf9
|
no_churn
| 0.055284 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
1c13d2ac-1c39-4226-9d9e-575718cbc7ae
|
no_churn
| 0.017654 | 0 |
no_churn
| -0.076477 | -0.003944 | -0.010238 | -0.010144 | -0.105141 | -0.107197 | 0.016708 | 0.027407 |
Male
| 26 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,466,400 |
31 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
560fa581-4217-414f-9f44-c6a2b4db84da
|
churn
| 0.506009 | 1 |
churn
| -0.084365 | -0.004015 | -0.090761 | 0.039516 | 0.037454 | 0.063519 | -0.037063 | 0.022498 |
Female
| 62 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,466,400 |
68 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
e00f27de-97c4-44cc-8128-3ff4a024f2c3
|
no_churn
| 0.239214 | 0 |
no_churn
| -0.06105 | -0.001506 | 0.018744 | -0.048349 | -0.094257 | -0.065753 | 0.029269 | 0.046875 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4e21775f-578c-43f3-b61c-f5e98ff96080
|
no_churn
| 0.076156 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
d9233031-85aa-4a26-9a53-c69ca520e3b0
|
no_churn
| 0.005905 | 0 |
no_churn
| -0.093953 | 0.001545 | -0.004754 | -0.015008 | -0.056214 | -0.135096 | 0.013401 | 0.021052 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
79846d17-078f-408a-9214-3d469595d22f
|
churn
| 0.74444 | 1 |
churn
| 0.185379 | -0.011123 | -0.036618 | -0.106532 | -0.075056 | 0.091473 | -0.050013 | -0.038532 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84e2539c-1cb2-42ea-b4b9-8efb4b53580c
|
no_churn
| 0.314077 | 0 |
no_churn
| 0.05007 | -0.015926 | -0.084074 | -0.127133 | -0.030942 | 0.077835 | -0.037735 | -0.058954 |
Female
| 75 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
512bea5c-3bf9-49f3-896d-cd2be76039a9
|
no_churn
| 0.077632 | 0 |
no_churn
| 0.0171 | -0.003464 | -0.012207 | -0.075607 | 0.015697 | -0.088916 | -0.03157 | -0.038227 |
Male
| 58 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
58d68f9a-634e-41fe-a112-f5313895b26b
|
no_churn
| 0.005948 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Male
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a3a87ec-fe98-430d-8381-91f1f7f0303a
|
no_churn
| 0.314077 | 0 |
no_churn
| 0.05007 | -0.015926 | -0.084074 | -0.127133 | -0.030942 | 0.077835 | -0.037735 | -0.058954 |
Female
| 40 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
14 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
548876f0-af34-4d6f-8abd-adaf38a3f093
|
churn
| 0.666766 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 24 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
62 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
cb065727-e1eb-4fac-8154-64c43372ded0
|
no_churn
| 0.013429 | 0 |
no_churn
| -0.061901 | -0.001986 | -0.001677 | 0.001275 | -0.020192 | -0.073457 | -0.040628 | -0.05046 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4622185f-3502-4ba8-a350-b77cb6e99043
|
no_churn
| 0.463677 | 0 |
no_churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Female
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a9e98ad-77ed-466e-83ca-24e7b90297ba
|
no_churn
| 0.448244 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Female
| 40 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,466,400 |
58 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1dcda81c-daca-4c68-ac78-dd069fbe3936
|
no_churn
| 0.014669 | 0 |
no_churn
| -0.049244 | -0.00302 | -0.001486 | -0.031408 | 0.008872 | -0.10757 | -0.034483 | -0.050688 |
Female
| 29 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
25 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
753a2ab3-27ee-46f6-ad8a-9b00111c80df
|
churn
| 0.53495 | 1 |
churn
| 0.093098 | -0.001108 | 0.023999 | 0.027602 | 0.146631 | 0.102242 | 0.092789 | 0.12572 |
Male
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
17e73fd7-5469-4cdb-84b3-84aa76dab198
|
no_churn
| 0.012463 | 0 |
no_churn
| -0.123463 | -0.002335 | -0.018173 | -0.013647 | 0.032377 | -0.212945 | 0.031349 | 0.037811 |
Female
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48d20c83-78f4-4a8c-92b0-7f5611aef347
|
churn
| 0.464897 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 46 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,466,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
65724f5c-bbf2-4dde-80ac-8ab5a6ff9f52
|
no_churn
| 0.083605 | 0 |
no_churn
| 0.079373 | -0.00035 | 0.102263 | 0.113986 | 0.085336 | 0.00342 | -0.00061 | 0.010485 |
Female
| 63 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,466,400 |
25 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6c07901-96db-4031-9a12-47771569c0bb
|
no_churn
| 0.146081 | 0 |
no_churn
| -0.103168 | -0.007022 | -0.032056 | -0.056655 | -0.055333 | 0.029371 | -0.023975 | -0.020189 |
Male
| 24 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
3 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e970588-e47c-4392-adf9-337e5a06ae4e
|
no_churn
| 0.348863 | 0 |
no_churn
| 0.261438 | 0.081735 | 0.046566 | 0.082775 | 0.069246 | 0.130024 | -0.018544 | -0.004933 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
31 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ff876d9e-1d15-4215-8eb1-fe8db02fc266
|
churn
| 0.506009 | 1 |
churn
| -0.084365 | -0.004015 | -0.090761 | 0.039516 | 0.037454 | 0.063519 | -0.037063 | 0.022498 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
261c58af-9b87-4cd9-ae31-07638a9e0a74
|
no_churn
| 0.179277 | 0 |
no_churn
| -0.07597 | -0.013892 | -0.090604 | -0.066496 | -0.134373 | 0.04393 | 0.047991 | 0.020389 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7915e7d5-8bb6-41e9-9037-a03fb7fe1585
|
no_churn
| 0.006317 | 0 |
no_churn
| -0.068666 | -0.003623 | -0.012954 | -0.017303 | 0.003804 | -0.117554 | -0.024736 | -0.027994 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
96704fd1-0d5e-41fb-b99b-da15df79ee86
|
churn
| 0.145811 | 1 |
churn
| 0.068095 | -0.002951 | -0.058441 | 0.086891 | -0.0772 | -0.040979 | -0.007963 | -0.030142 |
Male
| 71 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,466,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
51c1688e-d249-42a8-bede-02acfd2ecbb2
|
no_churn
| 0.004742 | 0 |
no_churn
| -0.07563 | -0.004983 | -0.017068 | -0.017693 | -0.039508 | -0.151407 | 0.016212 | 0.021052 |
Female
| 27 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
41 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
556f5783-d78c-428e-b070-0c1b50096917
|
no_churn
| 0.007287 | 0 |
no_churn
| -0.008528 | -0.004039 | -0.004198 | -0.024619 | -0.012325 | -0.184454 | -0.012064 | -0.018799 |
Female
| 48 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d2e4abb6-0186-4409-95c0-6d15e9060b42
|
no_churn
| 0.119197 | 0 |
no_churn
| 0.086158 | 0.144487 | 0.065638 | 0.002718 | -0.131171 | 0.108779 | -0.019014 | -0.018955 |
Male
| 25 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
8a43a4fd-145d-48b7-b4a5-25c20416d495
|
no_churn
| 0.009696 | 0 |
no_churn
| -0.092892 | -0.003678 | 0.006301 | -0.011443 | -0.042036 | -0.128529 | 0.027604 | 0.026652 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
12 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f4a2c760-7d48-42a4-a8a3-c317c97c565e
|
churn
| 0.630347 | 1 |
churn
| 0.139818 | -0.003475 | 0.033595 | 0.072416 | 0.047222 | 0.131652 | 0.175507 | 0.090572 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
54 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56872ec9-7bd4-43ea-a179-74974a8904b0
|
no_churn
| 0.234534 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Male
| 34 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b475dac3-cfce-4d0f-bdd9-48ced77f7ce0
|
no_churn
| 0.314494 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
9149ca73-550a-476d-b437-8f670f43c4b9
|
no_churn
| 0.150309 | 0 |
no_churn
| 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 |
Male
| 65 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,466,400 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35eb6f68-c6ac-46f5-8b5a-d9cac664dc0b
|
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 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
650f76b5-8176-4b3e-b09f-2b4fd32e6bc4
|
churn
| 0.622663 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
b4b8a4c0-a554-406d-8c03-d6d4f7c4ea2c
|
no_churn
| 0.150309 | 0 |
no_churn
| 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c00ef7bf-90cc-4cc9-bf2d-3b11f593c7a2
|
no_churn
| 0.535636 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
d51d2d0a-6d01-461b-bb61-f9e22b3aa0df
|
no_churn
| 0.230416 | 0 |
no_churn
| -0.200157 | -0.001953 | 0.02321 | -0.075506 | 0.012873 | -0.060122 | 0.038437 | 0.046191 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,466,400 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29bd8bef-1115-48e8-9d72-53e6abe6e004
|
no_churn
| 0.130727 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Male
| 44 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8560e13b-6066-4461-af42-6cd20d0a5e4a
|
churn
| 0.635557 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 46 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
28 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
32bd84f4-e15e-42e8-9caa-5072c04a0169
|
churn
| 0.112551 | 0 |
no_churn
| 0.008875 | -0.004434 | 0.090311 | -0.049018 | 0.152209 | 0.077481 | 0.111348 | 0.121917 |
Female
| 27 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
52 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
f9180cf6-b756-420e-9dc4-f3ab5a2950ab
|
no_churn
| 0.015229 | 0 |
no_churn
| -0.072742 | -0.003654 | -0.002672 | -0.009137 | -0.084554 | -0.134304 | 0.011394 | 0.026642 |
Male
| 65 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a6f800b6-d9d9-408d-bec4-2aeaa48ee765
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Female
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3a17e2a1-3575-47e0-b3f3-1e6e6459e453
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Female
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b46ca670-bc53-4992-bd17-87c47360c5d3
|
churn
| 0.370906 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Female
| 52 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,466,400 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
41f13a3a-b427-4602-bf3d-c8e3f25d735d
|
no_churn
| 0.054296 | 0 |
no_churn
| -0.061192 | -0.012447 | -0.03288 | -0.013636 | -0.023211 | -0.063041 | 0.056095 | 0.041286 |
Male
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
56 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
1c93b554-f417-4a1d-8eb2-31b3ce6f737c
|
churn
| 0.265877 | 1 |
churn
| -0.073622 | -0.005627 | 0.023853 | -0.020882 | -0.064307 | 0.047211 | -0.014535 | 0.038882 |
Female
| 75 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,466,400 |
46 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8afce65f-0b8f-4733-8165-765b51ed5b7d
|
no_churn
| 0.1013 | 0 |
no_churn
| -0.110422 | -0.006511 | 0.000554 | -0.018362 | 0.032133 | -0.001388 | -0.030319 | -0.034711 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a88d58e3-6f47-4395-8201-0012f8351e77
|
no_churn
| 0.055284 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Female
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
60 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
37dac904-da66-498f-b7bd-21228c0ce67d
|
no_churn
| 0.208094 | 0 |
no_churn
| -0.237565 | -0.006146 | -0.03972 | -0.035896 | 0.033364 | 0.041969 | -0.001627 | 0.006594 |
Female
| 71 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,466,400 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c899a4c9-2409-4644-8d6d-a949e27f7d35
|
no_churn
| 0.591807 | 1 |
churn
| 0.123473 | 0.019001 | -0.026254 | 0.010365 | 0.051217 | 0.137451 | 0.127119 | 0.105055 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,466,400 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
6dde850c-9310-4a3c-bd7e-e4f152e67ed2
|
no_churn
| 0.012463 | 0 |
no_churn
| -0.123463 | -0.002335 | -0.018173 | -0.013647 | 0.032377 | -0.212945 | 0.031349 | 0.037811 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d53d658b-821c-4486-ad08-055fd0deebb3
|
no_churn
| 0.106636 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
41 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f337ff90-a1c0-4165-893a-7f2bb2c3d23f
|
no_churn
| 0.007287 | 0 |
no_churn
| -0.008528 | -0.004039 | -0.004198 | -0.024619 | -0.012325 | -0.184454 | -0.012064 | -0.018799 |
Male
| 62 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a96531da-95f4-4321-87d8-088367107f69
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6591b3f2-8cd5-485f-a43d-b3f9039b4911
|
no_churn
| 0.31364 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Male
| 44 |
Yes
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,672,466,400 |
49 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5ea93710-bf25-4124-928d-5af52643efd6
|
no_churn
| 0.012652 | 0 |
no_churn
| -0.044657 | -0.003115 | 0.014633 | -0.025699 | -0.046934 | -0.134539 | -0.014036 | -0.014679 |
Female
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
403aec15-0e45-4579-9e89-1ae4241a3804
|
no_churn
| 0.005962 | 0 |
no_churn
| -0.101556 | -0.00126 | -0.006021 | -0.012521 | -0.037678 | -0.151619 | 0.02095 | 0.020679 |
Male
| 39 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
58 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ca1ea42-79a9-4a8f-aeb7-00128693e99e
|
no_churn
| 0.127352 | 0 |
no_churn
| -0.207794 | -0.006658 | 0.014908 | 0.044915 | -0.050177 | 0.026832 | -0.015126 | -0.025926 |
Female
| 43 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d3d0cf7-8ab8-4c6f-a320-10df958377be
|
no_churn
| 0.301972 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
61 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e7dc992e-eccd-4cb0-ab29-4a72160012af
|
no_churn
| 0.014718 | 0 |
no_churn
| -0.086017 | -0.00404 | -0.000323 | -0.071107 | -0.03799 | -0.119451 | 0.029512 | 0.020389 |
Male
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b0ca7f96-fa4f-4280-b666-4b8d3193d167
|
no_churn
| 0.011451 | 0 |
no_churn
| -0.093348 | -0.003542 | -0.00134 | -0.031278 | -0.047939 | -0.142426 | 0.023264 | 0.027583 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d03446ab-aa2b-4eff-afcf-62e77e99c3a7
|
no_churn
| 0.010508 | 0 |
no_churn
| -0.028505 | -0.005768 | -0.015328 | -0.051172 | 0.012783 | -0.119789 | -0.022702 | -0.038545 |
Female
| 30 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,466,400 |
18 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
65e06918-cd93-40b3-80d0-fe0ee98de5a4
|
churn
| 0.344861 | 1 |
churn
| -0.153803 | 0.038525 | 0.009318 | -0.053615 | -0.019098 | 0.045328 | -0.022756 | -0.039592 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,466,400 |
3 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83b22fe1-bee2-4c0f-b2c8-e1f1c30d2bad
|
churn
| 0.523693 | 1 |
churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Female
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c7c6ad9e-cd63-4331-a3c8-672b7b385c29
|
no_churn
| 0.162327 | 0 |
no_churn
| -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 |
Female
| 33 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,466,400 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a357276-7c3c-4949-9506-625e45b93cb9
|
no_churn
| 0.386183 | 0 |
no_churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
357dff38-53b3-43c0-9533-856be144af6a
|
no_churn
| 0.150309 | 0 |
no_churn
| 0.007239 | -0.004407 | -0.002408 | 0.024468 | 0.080074 | -0.102114 | 0.08726 | 0.056194 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73b2f9c6-59b3-414f-ac39-181d061e77d1
|
no_churn
| 0.4986 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ce04b1fc-2bc9-4e92-b93f-b528cb36d30d
|
no_churn
| 0.00564 | 0 |
no_churn
| -0.099812 | -0.003089 | -0.002321 | -0.030191 | -0.037028 | -0.135272 | 0.016468 | 0.022218 |
Female
| 33 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,466,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
8f37925b-88e3-490f-ad06-199b04f7b8c6
|
no_churn
| 0.178136 | 0 |
no_churn
| 0.100952 | -0.003084 | 0.070772 | 0.049425 | 0.129258 | -0.086659 | 0.038294 | 0.034826 |
Female
| 39 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7955d63b-c606-47db-97c1-a4f56df909f2
|
no_churn
| 0.130727 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
39 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c35a7b09-b576-44d2-aea1-389fda0867a5
|
no_churn
| 0.049294 | 0 |
no_churn
| 0.046496 | 0.095713 | 0.039673 | -0.028345 | 0.042586 | -0.18542 | 0.008125 | -0.007855 |
Male
| 37 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
2d4daa4c-2cad-4ae7-8d93-5f34e8de9179
|
no_churn
| 0.178136 | 0 |
no_churn
| 0.100952 | -0.003084 | 0.070772 | 0.049425 | 0.129258 | -0.086659 | 0.038294 | 0.034826 |
Female
| 73 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,466,400 |
56 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5aa98c6c-2fb7-4539-bb1b-3254cdd58ec8
|
churn
| 0.279157 | 1 |
churn
| 0.096652 | -0.000499 | 0.078578 | 0.158687 | 0.141402 | 0.111559 | -0.000391 | 0.024985 |
Male
| 75 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,466,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
b80e15b8-d3d9-4331-b952-8a842ed72b5a
|
no_churn
| 0.052667 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 25 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,466,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34436923-3600-4d7e-b8a9-8fe032dc7786
|
churn
| 0.625038 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
61 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
49bb53bc-10a1-422c-8c1a-86de34beef08
|
no_churn
| 0.008653 | 0 |
no_churn
| -0.051324 | -0.001342 | -0.001248 | 0.001889 | 0.06203 | -0.196072 | 0.045177 | 0.051863 |
Male
| 56 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,466,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17ad916b-d8bc-4dc2-a8f2-2c1eb003ef4a
|
no_churn
| 0.091919 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
6cda9487-523d-40bd-b5f4-9e97a412919d
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Male
| 74 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,466,400 |
54 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95bf6d06-e0fb-4db8-84f4-c458b99f0c18
|
no_churn
| 0.234534 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
323b0e1b-73b4-45ef-b569-163af17973b0
|
no_churn
| 0.13504 | 0 |
no_churn
| -0.164245 | -0.002315 | 0.014074 | 0.007394 | 0.010505 | -0.16106 | 0.006113 | 0.020508 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,466,400 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
77e025d5-4919-4e02-863d-9e56a88ff2a1
|
no_churn
| 0.032383 | 0 |
no_churn
| 0.060165 | 0.001157 | 0.042189 | 0.055627 | 0.151196 | -0.111902 | 0.093071 | 0.093423 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,466,400 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b9d1316-0420-4c28-bf2c-91638d0457d9
|
churn
| 0.218466 | 1 |
churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Male
| 34 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,466,400 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ee13bf68-ade3-405b-8dcb-600522601001
|
no_churn
| 0.31364 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Male
| 67 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,466,400 |
59 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cdea1bd1-e00c-49b8-8fe7-bd8f644ac816
|
no_churn
| 0.019991 | 0 |
no_churn
| -0.054986 | -0.003904 | -0.004118 | -0.032315 | -0.027564 | -0.10933 | -0.016136 | -0.017338 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ff2900fa-6cf2-41b9-a4e5-dcac9e055eb0
|
no_churn
| 0.004742 | 0 |
no_churn
| -0.07563 | -0.004983 | -0.017068 | -0.017693 | -0.039508 | -0.151407 | 0.016212 | 0.021052 |
Female
| 61 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,466,400 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
095b2a3c-65e6-4c26-800b-69c0d62808f2
|
no_churn
| 0.027145 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
70080a31-459f-46d0-9aef-bfc41a8e9979
|
no_churn
| 0.011663 | 0 |
no_churn
| -0.039095 | -0.003928 | -0.009711 | -0.022736 | 0.017332 | -0.131323 | -0.024078 | -0.049653 |
Male
| 63 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,466,400 |
18 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77f83c22-3bc4-4828-9852-fd5bf272b2e6
|
churn
| 0.344861 | 1 |
churn
| -0.153803 | 0.038525 | 0.009318 | -0.053615 | -0.019098 | 0.045328 | -0.022756 | -0.039592 |
Male
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
54 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f5c3b01-d22a-43d2-b8f0-7dc3852160fa
|
no_churn
| 0.234534 | 0 |
no_churn
| -0.176573 | -0.012314 | -0.026297 | 0.006416 | -0.012906 | 0.036439 | -0.037323 | -0.044467 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,466,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
0b89c53e-d076-4ed2-8886-824bce74e609
|
churn
| 0.870003 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 59 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,466,400 |
46 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98308452-dbe8-4f4c-934f-9943ed290bed
|
no_churn
| 0.1013 | 0 |
no_churn
| -0.110422 | -0.006511 | 0.000554 | -0.018362 | 0.032133 | -0.001388 | -0.030319 | -0.034711 |
Female
| 48 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
18ffb8c6-e8a7-4e09-a31a-dd75d1f93f21
|
no_churn
| 0.26867 | 0 |
no_churn
| 0.017432 | -0.00376 | -0.103402 | 0.031337 | 0.102166 | 0.090311 | -0.086422 | 0.008324 |
Male
| 34 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,466,400 |
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