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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e0180337-1222-4f06-a417-9d1a5c2d4ea8
|
no_churn
| 0.071517 | 0 |
no_churn
| -0.061432 | 0.022312 | 0.002397 | -0.035342 | -0.03896 | -0.127229 | -0.013491 | -0.01728 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
17 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
44a578ce-3842-460c-8c1b-153293cc0191
|
no_churn
| 0.329383 | 0 |
no_churn
| 0.034468 | -0.103573 | -0.030504 | -0.009156 | -0.08392 | 0.076069 | -0.036195 | -0.051215 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
24 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8822421b-6b44-47cb-ae88-c5e050acbe80
|
no_churn
| 0.109623 | 0 |
no_churn
| -0.163295 | -0.007112 | -0.1358 | -0.01381 | 0.028851 | 0.043013 | -0.01566 | 0.034787 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
67 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
3e63e182-9e6a-4162-be7d-8f94b2275453
|
no_churn
| 0.005948 | 0 |
no_churn
| -0.049716 | -0.002967 | 0.001012 | -0.041616 | 0.002625 | -0.129257 | -0.024622 | -0.024485 |
Female
| 75 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
36ce28fa-9782-4018-9a4a-575b246d407f
|
no_churn
| 0.38374 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35483ca9-46bb-42b1-8110-a14d8f300350
|
no_churn
| 0.028853 | 0 |
no_churn
| -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 |
Female
| 79 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1b4bc4db-d318-4721-afe6-d17fcf4fcd1f
|
churn
| 0.574859 | 1 |
churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Male
| 67 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,725,600 |
23 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
661c6684-5304-41bf-96ac-74250ffba922
|
no_churn
| 0.229461 | 0 |
no_churn
| -0.055129 | -0.016531 | 0.012466 | -0.107466 | -0.049717 | 0.040597 | -0.022629 | -0.030618 |
Female
| 35 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1a3f6efd-4b7f-4ad0-9b69-89af9eea4052
|
no_churn
| 0.219319 | 0 |
no_churn
| 0.093742 | 0.001539 | -0.036445 | 0.003033 | -0.076443 | 0.114345 | 0.129538 | 0.071665 |
Female
| 53 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
70 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
07ad84e7-fd74-45b1-8f41-4b6f62238912
|
no_churn
| 0.087955 | 0 |
no_churn
| -0.194687 | -0.003834 | -0.056946 | -0.0498 | -0.016627 | 0.049149 | -0.00722 | 0.045941 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ed2b7cb-6ee2-4db0-a181-3fdb035a6617
|
no_churn
| 0.010701 | 0 |
no_churn
| -0.024626 | -0.000879 | 0.014037 | -0.006717 | 0.022638 | 0.067617 | -0.007566 | -0.013531 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
adec2cff-7781-4271-9e4f-f4d106f02301
|
no_churn
| 0.530174 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
12 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
22b4df4d-bc05-4873-bdec-2b5b72210c22
|
no_churn
| 0.024982 | 0 |
no_churn
| 0.06014 | -0.000884 | -0.035229 | -0.002866 | -0.002807 | -0.109585 | -0.029797 | -0.039229 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7547bec8-e78e-4127-ac6d-fd7ee3969a9d
|
no_churn
| 0.378659 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbba3a6d-6628-4eb1-a276-0e2abba54520
|
no_churn
| 0.021294 | 0 |
no_churn
| -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6966e6c6-e651-404e-b969-85e343add3b8
|
no_churn
| 0.021112 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Female
| 35 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
62 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
50907a63-116b-47fa-961b-e6f494970eab
|
no_churn
| 0.052418 | 0 |
no_churn
| -0.135422 | -0.002458 | -0.010121 | -0.008946 | 0.039098 | -0.196628 | 0.024779 | 0.040672 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4a937b22-186d-49b4-85d5-d8ad93c7a528
|
no_churn
| 0.345825 | 0 |
no_churn
| -0.186631 | -0.005083 | 0.044272 | -0.040582 | -0.022239 | 0.078385 | -0.030424 | 0.057442 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfdbed6f-edd7-4e5f-811f-54d0543acc27
|
no_churn
| 0.38458 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da924287-39a8-40d2-837d-d5ebb487dac5
|
no_churn
| 0.063316 | 0 |
no_churn
| -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 |
Female
| 53 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c5c8634-4794-48fd-95f9-4292729018d8
|
churn
| 0.523286 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 57 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,725,600 |
67 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a18e7af-2116-4174-98b7-b0243dc1a8fe
|
no_churn
| 0.131805 | 0 |
no_churn
| -0.100249 | -0.002171 | 0.036298 | -0.004519 | 0.055668 | 0.070385 | -0.028481 | -0.024623 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
34f08253-ae87-488e-b0e3-9b4806c86dc2
|
no_churn
| 0.134825 | 0 |
no_churn
| -0.076887 | -0.002664 | -0.094057 | -0.042185 | -0.009054 | 0.059209 | 0.03625 | 0.040529 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
35 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
54147d5f-7992-4569-ba51-ca897d2f5bcb
|
no_churn
| 0.057026 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 41 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d8048b4-ecbb-4232-b9ea-21bd00572773
|
churn
| 0.816207 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 41 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,725,600 |
23 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4032ef42-3aaf-4319-8077-629d5a05b0b1
|
no_churn
| 0.011827 | 0 |
no_churn
| -0.037833 | 0.041736 | 0.006939 | -0.004843 | 0.032473 | -0.22376 | -0.026228 | -0.02751 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7e781ce8-a411-4b21-9bc0-2ffe150a1075
|
no_churn
| 0.00942 | 0 |
no_churn
| -0.056188 | -0.003675 | -0.017357 | -0.021411 | -0.000344 | -0.11868 | -0.022724 | -0.028646 |
Male
| 44 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
153c50fc-294e-4896-bca9-da153369848e
|
churn
| 0.880348 | 1 |
churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Female
| 72 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
44b61632-a179-40b6-8c10-ec67e8274c8a
|
no_churn
| 0.267947 | 0 |
no_churn
| -0.000235 | -0.009021 | -0.078721 | -0.049015 | -0.157391 | 0.043609 | 0.057975 | 0.043771 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c5fbcc4-a968-42bb-87d8-b60210903f0e
|
no_churn
| 0.239706 | 0 |
no_churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Female
| 53 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3b202de5-2c1f-4916-ba39-ba5b97224856
|
no_churn
| 0.601769 | 1 |
churn
| 0.063273 | -0.000354 | 0.059116 | -0.02341 | 0.165842 | 0.131523 | 0.130482 | 0.144502 |
Female
| 67 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,725,600 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
9bd5e217-663d-4c64-be32-cc7cf0e4de14
|
no_churn
| 0.015836 | 0 |
no_churn
| -0.028884 | -0.000254 | 0.000975 | -0.003963 | 0.075281 | -0.169745 | -0.00095 | 0.068513 |
Female
| 39 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
430f923a-a2aa-409e-9afe-3f7d69bd3983
|
no_churn
| 0.006086 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Male
| 58 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,725,600 |
4 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb70ec59-0b0b-43e9-b5c4-afb6d3a15b5d
|
churn
| 0.448671 | 1 |
churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
11be5ce9-3657-4dc4-914f-60e898ad541f
|
no_churn
| 0.195363 | 0 |
no_churn
| -0.066037 | -0.002532 | 0.034675 | 0.072753 | -0.031928 | 0.065144 | 0.081395 | 0.047336 |
Female
| 63 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bf5d27d-a658-4a3a-843a-40adf84140aa
|
churn
| 0.445142 | 1 |
churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 76 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
73e342a9-8a3f-47c6-9791-290c52fd4184
|
churn
| 0.878023 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3deb5ec-25c3-4864-89f6-9f6238eebe15
|
no_churn
| 0.027559 | 0 |
no_churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4afab6da-2509-4a4d-b1e7-ae9359b935ea
|
no_churn
| 0.010701 | 0 |
no_churn
| -0.038755 | -0.002846 | -0.015585 | -0.016786 | -0.013453 | -0.145174 | -0.012878 | -0.023548 |
Male
| 30 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ce450bb-d5a2-412d-8840-42fed06bb1dd
|
no_churn
| 0.032369 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 36 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
39776413-ebfc-466c-8784-19364ed87b53
|
no_churn
| 0.006829 | 0 |
no_churn
| -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 |
Male
| 58 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,725,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
45b67437-efdc-4c40-8f96-57f83131b2ca
|
no_churn
| 0.02453 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 32 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,725,600 |
2 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9fd972a7-db6a-4f02-9f40-bb04655b5c98
|
churn
| 0.354916 | 1 |
churn
| 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 |
Male
| 54 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0425c60b-27c1-4b51-98d7-8fb9d40f7ac2
|
no_churn
| 0.295498 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 20 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d479a9b3-4733-45b9-8d61-60a4151c6e3f
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bdbe7fb-d66d-4a21-af51-9d8a3f68253a
|
no_churn
| 0.280309 | 0 |
no_churn
| 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2c51791d-355e-4901-bd9e-101e630139aa
|
no_churn
| 0.45592 | 0 |
no_churn
| -0.064265 | -0.002039 | 0.004311 | 0.113956 | 0.064175 | 0.082727 | 0.001506 | 0.005234 |
Male
| 71 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88351eeb-6a5e-4833-8534-7dfb074f66e6
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85c4d80b-9c5a-4db8-a2a3-2c722d2afe2f
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 62 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ac8b453f-6b14-4699-ba14-ceb702d2b548
|
no_churn
| 0.378659 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8fff34ff-db6f-45e5-965e-44eb259674bd
|
churn
| 0.415424 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Female
| 22 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
57 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5bd68f58-4666-4fba-9e11-42c45904bbce
|
no_churn
| 0.290622 | 0 |
no_churn
| -0.21619 | -0.003386 | -0.05386 | -0.075646 | 0.0416 | 0.022156 | 0.014179 | 0.032122 |
Male
| 73 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58b87c8c-2df5-405e-bd13-d9b278636ff0
|
churn
| 0.445142 | 1 |
churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
65 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
ea23cf06-fb25-49d9-ba66-bd830fe3717b
|
no_churn
| 0.010056 | 0 |
no_churn
| -0.086035 | -0.001501 | 0.004881 | 0.038939 | 0.090207 | 0.075483 | 0.062192 | 0.063357 |
Male
| 80 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c037771-e1bd-4826-993d-8165006315b7
|
no_churn
| 0.38458 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
25 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5c41a4cc-44cf-48b8-b8d8-97b741b18698
|
no_churn
| 0.098061 | 0 |
no_churn
| -0.143309 | 0.024934 | -0.007773 | -0.033535 | -0.116268 | 0.077993 | -0.011946 | 0.040878 |
Male
| 57 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
53 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da0606b3-12a4-4700-ba3b-41b1a63ab5af
|
no_churn
| 0.066659 | 0 |
no_churn
| -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 |
Female
| 40 |
Yes
|
No
|
Retired
|
Suburban
|
Master
| 1,672,725,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e95f3fef-14ed-4012-9fe6-d565e09f4121
|
no_churn
| 0.709408 | 0 |
no_churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Male
| 68 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c45488a-ec02-4a5b-8918-63100222c308
|
churn
| 0.821042 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5dd877bc-80c1-495c-8aba-75cca180b7f8
|
no_churn
| 0.021112 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Female
| 77 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ccb8516f-c2e4-477c-bd92-a65d2fe94342
|
no_churn
| 0.366462 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d0a5a488-97c4-49f0-96dd-a5b082db7757
|
no_churn
| 0.021041 | 0 |
no_churn
| -0.069195 | -0.00356 | -0.001783 | -0.042884 | 0.009117 | -0.076886 | -0.04097 | -0.042865 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b57152ab-9b63-462c-b57f-f90a020b3b12
|
no_churn
| 0.00982 | 0 |
no_churn
| -0.066535 | -0.001147 | 0.000475 | -0.001939 | -0.031832 | 0.058666 | -0.024337 | -0.042377 |
Male
| 54 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,725,600 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5de366e5-bfa4-4858-a0f0-63916eb58d00
|
no_churn
| 0.04967 | 0 |
no_churn
| -0.092212 | -0.005816 | 0.009917 | -0.012114 | -0.132586 | 0.035204 | -0.021755 | -0.016331 |
Female
| 45 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,725,600 |
17 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b08d4d30-f15b-45ef-85e5-4ba546e7471f
|
no_churn
| 0.657422 | 0 |
no_churn
| 0.172792 | -0.004214 | 0.052199 | 0.060285 | 0.150936 | 0.138472 | 0.07891 | 0.039926 |
Female
| 65 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d1371cdf-6bd0-4861-8d06-8ff67213de91
|
no_churn
| 0.222876 | 0 |
no_churn
| -0.228564 | -0.001924 | -0.012208 | -0.068396 | 0.019048 | 0.032152 | -0.040061 | 0.064259 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
6d3ce2c6-c78d-48f3-86a1-bce2f95fb1da
|
churn
| 0.443747 | 1 |
churn
| -0.163351 | -0.002019 | 0.014801 | 0.022472 | 0.01628 | -0.134598 | -0.056757 | 0.046646 |
Female
| 34 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
67 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cfb37e1e-3d5c-4c02-bf48-129f5380a147
|
no_churn
| 0.131805 | 0 |
no_churn
| -0.100249 | -0.002171 | 0.036298 | -0.004519 | 0.055668 | 0.070385 | -0.028481 | -0.024623 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
65 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9b634b8b-f691-4acc-8e44-863478d57c86
|
no_churn
| 0.227148 | 0 |
no_churn
| -0.260382 | -0.002915 | 0.032301 | -0.073768 | -0.009911 | 0.046848 | 0.006966 | 0.007835 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
19 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
4dd14bf5-5f48-4e9f-aada-c098d27c97be
|
no_churn
| 0.202488 | 0 |
no_churn
| 0.026116 | -0.008847 | 0.07995 | 0.088357 | -0.112344 | 0.077417 | 0.092866 | 0.075959 |
Female
| 56 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,725,600 |
35 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a67a7a7a-4013-4cd7-9ee8-8a76bab2a37e
|
no_churn
| 0.057026 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 30 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
25 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b70ec1a6-1196-4972-8d11-68127625adea
|
no_churn
| 0.098061 | 0 |
no_churn
| -0.143309 | 0.024934 | -0.007773 | -0.033535 | -0.116268 | 0.077993 | -0.011946 | 0.040878 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
29 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55d9b491-8dc9-4c96-9411-18d28b96d595
|
no_churn
| 0.084563 | 0 |
no_churn
| 0.063919 | 0.192646 | 0.090386 | 0.014589 | 0.085263 | 0.136546 | 0.009106 | -0.001482 |
Male
| 56 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
62 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
2c4c2888-62f0-4f2e-ac3a-83f696672360
|
no_churn
| 0.02709 | 0 |
no_churn
| -0.082263 | -0.003697 | -0.017897 | -0.009187 | -0.054513 | -0.11843 | 0.010052 | 0.016908 |
Male
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3bcede54-bb37-4003-ac9f-dcfbcac3aaf5
|
no_churn
| 0.004429 | 0 |
no_churn
| -0.100632 | -0.001494 | 0.030382 | -0.007729 | -0.053398 | 0.074346 | 0.043892 | 0.045607 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
fb8f6a96-619d-427e-95f9-a427c146b9ba
|
no_churn
| 0.007589 | 0 |
no_churn
| -0.104638 | 0.001186 | 0.027228 | 0.022688 | 0.093201 | 0.108257 | 0.121192 | 0.095193 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a8a75264-1a50-43b0-9a58-70fa1051178c
|
no_churn
| 0.014398 | 0 |
no_churn
| -0.106487 | -0.004093 | 0.006014 | -0.022498 | -0.047357 | -0.126052 | -0.00079 | 0.032236 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
ea4ead27-0c0f-4d77-b97d-ce5c0763148c
|
no_churn
| 0.077379 | 0 |
no_churn
| -0.039357 | -0.000145 | -0.026636 | 0.003173 | 0.078314 | 0.103968 | 0.163672 | 0.077983 |
Female
| 31 |
No
|
No
|
Disabled
|
Urban
|
Master
| 1,672,812,000 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
700efecf-3699-412e-b96f-43d9bdb9da7f
|
no_churn
| 0.014398 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f544235a-85e7-4fd4-ade5-ae95c393d567
|
no_churn
| 0.006746 | 0 |
no_churn
| -0.183508 | -0.003409 | -0.02681 | -0.015199 | -0.044137 | 0.045992 | -0.016185 | 0.026731 |
Female
| 34 |
Yes
|
No
|
Retired
|
Suburban
|
College
| 1,672,812,000 |
50 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
f0376d0e-ea05-43b7-b77b-bc94e5eebdf4
|
no_churn
| 0.014597 | 0 |
no_churn
| -0.081531 | -0.001717 | -0.014513 | -0.05618 | 0.031523 | -0.193689 | 0.023296 | 0.053785 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
16 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d08f4437-9a22-4404-aa87-ae43f83765e5
|
no_churn
| 0.169255 | 0 |
no_churn
| 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 |
Male
| 45 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a0a1514f-5c5a-4e5b-b28a-b1d73f1998a3
|
no_churn
| 0.002946 | 0 |
no_churn
| -0.088868 | 0.000414 | 0.046938 | 0.078498 | 0.104284 | 0.136951 | 0.09685 | 0.094074 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
42 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
b45586a9-bcf7-44d8-8602-f0ed58eb2db8
|
no_churn
| 0.097671 | 0 |
no_churn
| -0.072136 | -0.002675 | -0.014917 | -0.017862 | -0.019042 | -0.106998 | 0.025996 | 0.048608 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b3bd85d4-d3b2-4589-b685-ddcdb66287ff
|
no_churn
| 0.020105 | 0 |
no_churn
| -0.051201 | -0.002533 | 0.015687 | -0.052403 | -0.036235 | -0.191068 | 0.027083 | 0.021645 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
33 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
c37a5060-4a3b-432d-bc39-2e74bb5ac2d3
|
no_churn
| 0.016697 | 0 |
no_churn
| -0.063237 | -0.00542 | -0.012856 | -0.01915 | -0.064644 | -0.143343 | 0.024216 | 0.025408 |
Male
| 68 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cbf142e5-4574-4fce-ad29-2f8ae2acb55f
|
no_churn
| 0.004029 | 0 |
no_churn
| -0.104226 | -0.00588 | 0.009917 | -0.050638 | -0.130272 | 0.044567 | 0.022986 | 0.042853 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
33 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
7059d3bc-49bc-4267-a1ad-b8320d174758
|
no_churn
| 0.145129 | 0 |
no_churn
| -0.074612 | -0.000737 | -0.002392 | 0.013541 | -0.024975 | 0.087412 | 0.113456 | 0.06647 |
Female
| 49 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
633a3c71-0e36-4b5f-b910-232c224bcb4b
|
no_churn
| 0.002677 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Female
| 35 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
31 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7f63d34f-fedc-41c7-b575-4f4108731fdd
|
churn
| 0.139537 | 0 |
no_churn
| 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 |
Male
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
34 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c80026dc-c72e-45ad-9a55-ca4a96f24ab7
|
no_churn
| 0.095553 | 0 |
no_churn
| -0.182546 | -0.011512 | -0.036835 | -0.037492 | -0.017752 | 0.076335 | 0.015465 | 0.025311 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,812,000 |
24 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
295217e7-914b-47c7-aa8a-c426909589f6
|
no_churn
| 0.136367 | 0 |
no_churn
| -0.052826 | -0.006658 | 0.040004 | -0.008748 | -0.017796 | -0.104239 | 0.046906 | 0.039331 |
Female
| 54 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
49 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9eab7212-7ae3-43b5-ac87-11aef87f8fbf
|
no_churn
| 0.065612 | 0 |
no_churn
| -0.095584 | -0.00409 | -0.109098 | -0.004191 | 0.028687 | 0.050775 | -0.038809 | -0.056716 |
Female
| 71 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a2446654-0e65-493c-bccc-41dae04537c3
|
no_churn
| 0.019951 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a203e058-8284-4522-9b43-74997a96966d
|
no_churn
| 0.232989 | 0 |
no_churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09e5973d-75b4-4df5-a17d-bf5827064036
|
no_churn
| 0.027361 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Female
| 66 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eec9f13c-8ea1-4111-bd85-02e6636e3d31
|
no_churn
| 0.039004 | 0 |
no_churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7daf9e60-7057-420b-93f1-edffa1fd3748
|
no_churn
| 0.062054 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
54 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c40d9816-710c-4366-a98e-a87bb8d8e64a
|
no_churn
| 0.084399 | 0 |
no_churn
| 0.015339 | -0.004994 | -0.031961 | 0.010941 | 0.045364 | -0.141653 | -0.034131 | -0.047931 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53f3a951-2340-44bc-af4f-afe826d8a55d
|
no_churn
| 0.243793 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Male
| 39 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
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