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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 |
No
|
No phone service
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
a3d96cc9-eade-4cb9-bc92-fba28da3e65a
|
no_churn
| 0.408042 | 0 |
no_churn
| -0.218627 | 0.010409 | -0.013228 | -0.069221 | -0.035993 | 0.0606 | -0.006626 | 0.013661 |
Female
| 37 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
5 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
bd337157-bfdf-4e25-ad99-f860fba3a4dc
|
no_churn
| 0.482787 | 1 |
churn
| 0.250163 | 0.003581 | -0.004581 | 0.012287 | -0.019157 | 0.08947 | 0.105443 | 0.105602 |
Male
| 71 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,084,000 |
37 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
28b4cb1c-7469-4e67-a2f2-cdbbd81ee8b8
|
churn
| 0.090695 | 0 |
no_churn
| -0.02694 | -0.003691 | -0.028935 | -0.082912 | 0.006987 | 0.068963 | 0.015821 | -0.033843 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
69 |
No
|
No phone service
|
Medium Speed
|
Expired
|
Two year
|
<80hrs
|
Active
|
1757c59e-74e4-4376-b7f3-9bbe13ef17d5
|
no_churn
| 0.058853 | 0 |
no_churn
| -0.110962 | 0.013219 | 0.0033 | -0.032221 | -0.013189 | -0.145552 | 0.014717 | 0.021661 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
60 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
37031147-37e6-4fcd-bf94-66f97d37eafe
|
no_churn
| 0.26588 | 0 |
no_churn
| -0.029658 | 0.117543 | 0.050735 | 0.032541 | -0.006476 | 0.110349 | 0.175911 | 0.07003 |
Female
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
5c9533bd-abaf-460a-b773-4606f699c6f3
|
no_churn
| 0.016772 | 0 |
no_churn
| -0.206349 | -0.001829 | 0.011517 | -0.022532 | 0.050899 | 0.058072 | -0.003576 | 0.064771 |
Female
| 20 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
2 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
d736c697-b77a-47ae-82aa-faab87b0f19e
|
no_churn
| 0.566945 | 1 |
churn
| 0.143616 | -0.005389 | 0.017236 | -0.06225 | 0.007249 | 0.128043 | 0.141447 | -0.078895 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,084,000 |
58 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
077ebc9a-fd4d-4d3b-a516-4c71eced2b27
|
no_churn
| 0.051252 | 0 |
no_churn
| -0.133804 | -0.004887 | -0.026139 | -0.033687 | 0.052552 | 0.043527 | 0.062207 | -0.048796 |
Male
| 79 |
No
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,671,084,000 |
33 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
7b24656b-b918-44b5-86bc-4b83011c24ec
|
no_churn
| 0.014708 | 0 |
no_churn
| -0.124762 | -0.0084 | -0.030584 | -0.050519 | -0.045692 | 0.017784 | 0.007312 | -0.024166 |
Male
| 36 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
dfd5368d-fe84-462b-8f1f-901212040519
|
no_churn
| 0.402803 | 1 |
churn
| 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
4 |
No
|
No phone service
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
48f2469e-c7c1-47f1-ac1b-7e784ca5aa70
|
no_churn
| 0.502647 | 1 |
churn
| 0.062601 | 0.081549 | 0.025005 | -0.042719 | -0.05055 | 0.116527 | 0.069317 | -0.034304 |
Male
| 43 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
51 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
73e400ea-3cf5-469d-9e10-c0540fae07a8
|
no_churn
| 0.027574 | 0 |
no_churn
| -0.084858 | -0.005078 | 0.042499 | -0.021717 | -0.115616 | 0.051451 | -0.005181 | -0.008027 |
Female
| 52 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,084,000 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
7501f5e2-c75e-4e89-bf0c-8e442e311582
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.076451 | -0.005083 | -0.070516 | -0.047104 | 0.036656 | 0.079316 | -0.007461 | -0.023081 |
Male
| 20 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,084,000 |
60 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
cdae3ea6-4570-4948-8c88-e95a6f4b161b
|
no_churn
| 0.017518 | 0 |
no_churn
| -0.055133 | -0.002678 | -0.013038 | -0.030058 | 0.005527 | -0.074191 | -0.047303 | -0.042153 |
Female
| 78 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,084,000 |
25 |
Yes
|
No
|
High Speed
|
Expired
|
One year
|
100hrs+
|
Disabled
|
1060c676-90de-4e13-a629-0c043c3a82a1
|
no_churn
| 0.023747 | 0 |
no_churn
| 0.005253 | -0.001191 | -0.016936 | -0.013208 | 0.030021 | -0.00248 | 0.068201 | -0.02694 |
Female
| 59 |
No
|
Yes
|
Disabled
|
Rural
|
College
| 1,671,084,000 |
18 |
No
|
No phone service
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
32cfbbfc-76a8-4c2f-9aa6-e1eebf774248
|
no_churn
| 0.175934 | 0 |
no_churn
| -0.083614 | -0.001401 | -0.010291 | -0.161819 | -0.002431 | 0.054138 | 0.04358 | -0.027189 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
376c6f96-d231-437c-8db7-ecc87a6d2db9
|
no_churn
| 0.610302 | 1 |
churn
| 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 |
Female
| 52 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,084,000 |
36 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
119eec70-40d2-4d3b-99a5-7458dfb7ee27
|
no_churn
| 0.039416 | 0 |
no_churn
| -0.096186 | -0.00928 | -0.020256 | -0.100496 | 0.006953 | 0.037768 | -0.014106 | -0.013423 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
10 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
6d20b73f-fc35-4c48-94ca-6f558f8e8cc9
|
no_churn
| 0.126353 | 0 |
no_churn
| -0.007715 | -0.012638 | -0.024301 | -0.094743 | -0.001327 | 0.05134 | -0.022198 | -0.033624 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cbc31284-27b9-4de3-9112-c3fd58a23662
|
no_churn
| 0.464516 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,084,000 |
3 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
90de416c-a2c0-45d6-b5fd-532651f235a4
|
no_churn
| 0.116992 | 0 |
no_churn
| 0.116649 | -0.009452 | -0.026843 | -0.068472 | -0.040845 | 0.078202 | -0.017671 | -0.043736 |
Female
| 57 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,084,000 |
2 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
afb92d32-eda1-42c2-bc1a-395f6fb30c3f
|
no_churn
| 0.159217 | 0 |
no_churn
| 0.099262 | -0.014437 | -0.077114 | -0.175075 | -0.076724 | 0.032463 | 0.019869 | -0.020289 |
Female
| 48 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,084,000 |
6 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
a3542b3c-f7ad-4716-bfbd-ff2d9b886d81
|
no_churn
| 0.39041 | 0 |
no_churn
| 0.004551 | -0.004688 | -0.01437 | -0.100383 | -0.05928 | 0.055582 | 0.009223 | -0.029161 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
14 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
95264f18-3f47-49f0-b98f-b05b1f10fdf9
|
no_churn
| 0.045281 | 0 |
no_churn
| 0.015798 | -0.015173 | 0.051124 | -0.055866 | -0.050702 | 0.06497 | -0.03415 | -0.003074 |
Male
| 53 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
7e478f9c-9bde-40ba-bbaa-ca5e2c2b2180
|
no_churn
| 0.329431 | 1 |
churn
| 0.295646 | -0.008284 | -0.008392 | -0.033921 | -0.043434 | 0.138132 | 0.089762 | -0.039876 |
Male
| 60 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
cc6474ac-4415-45db-ac3d-fbaee8df891c
|
no_churn
| 0.240499 | 1 |
churn
| 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 |
Male
| 51 |
No
|
Yes
|
Unemployed
|
Rural
|
Doctor
| 1,671,084,000 |
44 |
Yes
|
No
|
High Speed
|
Expired
|
One year
|
100hrs+
|
Disabled
|
06fa1818-3cad-420c-961b-2479c8572c70
|
no_churn
| 0.020644 | 0 |
no_churn
| -0.118847 | -0.003756 | -0.016268 | -0.04826 | -0.01518 | -0.035941 | 0.037967 | -0.028741 |
Female
| 67 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
9a5d8235-d759-4061-8c58-0d209cbfe6aa
|
no_churn
| 0.321604 | 0 |
no_churn
| 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
14 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bc7a64c-12f7-423b-9b2b-b48c09f0b968
|
no_churn
| 0.195279 | 0 |
no_churn
| -0.064122 | -0.008919 | -0.04942 | -0.065173 | 0.013542 | 0.051784 | -0.060829 | -0.073389 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
14 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
a1e59afe-4720-4ab1-a16f-f4bfe875ea83
|
no_churn
| 0.069344 | 0 |
no_churn
| 0.034552 | -0.012304 | -0.067872 | -0.001745 | 0.060541 | 0.094602 | 0.141325 | -0.072347 |
Male
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
74c2dc33-53b5-4a1d-836f-db8b1977fcb4
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 |
Female
| 60 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,671,084,000 |
40 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
12912dbd-7c47-4ee8-938f-1c4d4dd716fe
|
no_churn
| 0.013519 | 0 |
no_churn
| -0.064314 | -0.019725 | -0.039211 | -0.026272 | 0.020072 | 0.046668 | 0.001668 | -0.007911 |
Female
| 37 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,084,000 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
93557485-2d9a-47d7-9115-a6442827825c
|
no_churn
| 0.178489 | 0 |
no_churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Male
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
21 |
No
|
No phone service
|
Low Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
f50cd244-b6ba-4f6f-abd1-1007edbe58ec
|
no_churn
| 0.305138 | 0 |
no_churn
| -0.056717 | 0.095508 | 0.042837 | -0.020525 | -0.013334 | 0.083618 | 0.072282 | -0.042695 |
Female
| 34 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,084,000 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d400bfe2-b7b4-474f-9f7e-b02d20749383
|
no_churn
| 0.042398 | 0 |
no_churn
| -0.021008 | -0.007093 | 0.025647 | -0.016889 | 0.016417 | -0.207539 | -0.028438 | -0.030123 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
8138cf25-8aa4-48db-97c1-525ae4f29a5b
|
no_churn
| 0.163824 | 0 |
no_churn
| 0.10356 | -0.007254 | -0.013143 | -0.077514 | -0.04821 | 0.070637 | -0.024349 | -0.005999 |
Male
| 41 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,084,000 |
13 |
Yes
|
No
|
Medium Speed
|
Expired
|
Two year
|
100hrs+
|
Disabled
|
4364f039-5083-479e-a4c6-e71715d0769a
|
no_churn
| 0.012885 | 0 |
no_churn
| 0.004079 | -0.00622 | -0.00529 | -0.084776 | -0.013065 | -0.150937 | 0.029781 | -0.022597 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
28 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Disabled
|
381587cb-01bb-4df1-89f9-d0a80d1f8ddd
|
no_churn
| 0.128332 | 0 |
no_churn
| -0.055224 | -0.002957 | 0.019817 | -0.008159 | -0.020374 | -0.099936 | 0.0587 | -0.030894 |
Male
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
6d5a4929-35b0-40bc-82a2-928e144987fd
|
no_churn
| 0.259321 | 0 |
no_churn
| 0.180619 | -0.010238 | -0.059604 | -0.047864 | -0.08901 | 0.098403 | -0.026111 | -0.000988 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
24 |
Yes
|
No
|
High Speed
|
Expired
|
One year
|
0hrs
|
Disabled
|
52c2c0eb-05e2-4cf2-96d7-8a561bb4d96e
|
no_churn
| 0.026094 | 0 |
no_churn
| -0.066857 | -0.003366 | -0.032911 | -0.036004 | 0.005756 | -0.068413 | -0.022071 | -0.04516 |
Male
| 31 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,084,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4df8edc-2de3-4e47-b1ff-5a4e71928ea2
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 77 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,084,000 |
2 |
No
|
No phone service
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
2a6309e6-aaa4-4004-8a14-81c9f697f884
|
no_churn
| 0.803491 | 1 |
churn
| 0.242006 | 0.058553 | 0.003301 | -0.020985 | 0.013124 | 0.137059 | 0.003365 | -0.01936 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
2 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
1515439f-b4b5-4e65-ac83-45a491d2af56
|
no_churn
| 0.453474 | 0 |
no_churn
| 0.174105 | -0.01593 | -0.09483 | -0.074049 | 0.013725 | 0.084229 | -0.021212 | -0.030551 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
35 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
1dc3efba-9a4e-4585-8918-a8fb977467c5
|
no_churn
| 0.057714 | 0 |
no_churn
| -0.076006 | -0.008383 | -0.00946 | -0.08641 | -0.071535 | 0.035459 | -0.016044 | -0.016649 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
67 |
Yes
|
No
|
Low Speed
|
Expired
|
Two year
|
100hrs+
|
Disabled
|
8d8d5d54-003b-4d96-8f54-e44d74b1f096
|
churn
| 0.011276 | 0 |
no_churn
| -0.042848 | -0.002382 | -0.054615 | -0.009929 | -0.003483 | -0.102299 | 0.040674 | -0.030811 |
Male
| 61 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,084,000 |
55 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
80fd7abc-8517-4a8f-a181-892a73348a6a
|
churn
| 0.106411 | 0 |
no_churn
| -0.12735 | -0.019466 | -0.049641 | -0.023642 | -0.063313 | 0.022222 | 0.015452 | -0.023288 |
Female
| 20 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,084,000 |
1 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
40ae4f06-161b-4012-83c7-856c1019341f
|
no_churn
| 0.314494 | 1 |
churn
| 0.244116 | -0.00648 | -0.043291 | -0.066378 | -0.007533 | 0.110156 | 0.071517 | -0.015839 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
4 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
36e3e060-5645-4060-a0f3-126cfe888b21
|
no_churn
| 0.152614 | 0 |
no_churn
| 0.14037 | -0.001307 | -0.069 | -0.072871 | 0.023227 | 0.078277 | 0.089381 | -0.059097 |
Male
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
38 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
ee9f163d-2826-451f-bcc1-f3609da0a474
|
no_churn
| 0.073067 | 0 |
no_churn
| -0.048329 | -0.013712 | -0.02292 | -0.176541 | -0.013469 | 0.041017 | 0.004099 | -0.011671 |
Female
| 63 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
0c529d2c-c5b9-4102-83cf-562a905e261e
|
no_churn
| 0.534113 | 0 |
no_churn
| 0.208453 | -0.013062 | -0.026373 | -0.040779 | -0.033011 | 0.103481 | -0.034755 | -0.018403 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
42 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dc05b191-f3d2-4b86-a32c-eab882365015
|
no_churn
| 0.050889 | 0 |
no_churn
| 0.007438 | -0.002083 | 0.067188 | -0.007373 | 0.09178 | 0.101813 | -0.031843 | -0.005898 |
Male
| 66 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,671,084,000 |
29 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
92f8bf1c-0a79-43e0-93ea-cf06cadd51c2
|
no_churn
| 0.067803 | 0 |
no_churn
| -0.09119 | -0.009044 | -0.031812 | -0.013614 | -0.107576 | 0.029377 | 0.020765 | -0.025932 |
Male
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
61 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Disabled
|
ec075c1d-7dc2-46b9-b1a4-c3325a9d2fa7
|
no_churn
| 0.123199 | 0 |
no_churn
| -0.068189 | -0.002694 | -0.06402 | -0.006123 | -0.024026 | -0.084519 | 0.018702 | -0.018157 |
Female
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
7 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
3d248f0b-ad00-4e3d-bbb5-1521b93ae416
|
no_churn
| 0.106636 | 0 |
no_churn
| 0.025177 | -0.010752 | -0.037623 | -0.117227 | -0.074626 | 0.036398 | 0.003333 | -0.023706 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
4 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
a65d1b46-a4c0-487f-a185-50e40184ff41
|
no_churn
| 0.14958 | 0 |
no_churn
| 0.065648 | -0.010478 | -0.09188 | -0.118585 | -0.043407 | 0.047659 | 0.004401 | -0.024455 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
30 |
Yes
|
No
|
High Speed
|
Expired
|
One year
|
<80hrs
|
Disabled
|
675747ae-e02a-43bb-a3aa-3cb575402058
|
no_churn
| 0.025371 | 0 |
no_churn
| -0.079599 | -0.005302 | -0.022386 | -0.048601 | -0.01907 | -0.08468 | 0.007872 | -0.017262 |
Male
| 56 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,084,000 |
4 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
4b3d4115-dcb6-40b2-8988-6dfae4327f45
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.122925 | -0.009708 | 0.035766 | -0.089337 | -0.061998 | 0.098726 | 0.117423 | -0.056459 |
Female
| 63 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,084,000 |
10 |
Yes
|
No
|
Low Speed
|
Expired
|
Two year
|
0hrs
|
Disabled
|
cf866a55-49a6-4e58-8179-416cb8a7a9f4
|
no_churn
| 0.009861 | 0 |
no_churn
| -0.011507 | -0.006274 | -0.018819 | -0.072358 | 0.000654 | -0.117343 | -0.018674 | -0.024705 |
Male
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
4 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
213fdbed-b257-4bac-9114-4b8f30fdd330
|
no_churn
| 0.19314 | 0 |
no_churn
| 0.065648 | -0.010478 | -0.09188 | -0.118585 | -0.043407 | 0.047659 | 0.004401 | -0.024455 |
Female
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
30 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
51f672f9-1d5f-4afe-a137-302c33aa5932
|
no_churn
| 0.011045 | 0 |
no_churn
| -0.05887 | -0.010844 | -0.027169 | -0.024148 | -0.133159 | 0.038233 | 0.01737 | -0.022821 |
Male
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
22 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
130a373f-511c-4a7c-ba7e-8370d4825c37
|
no_churn
| 0.042715 | 0 |
no_churn
| -0.045058 | -0.007384 | 0.018233 | -0.075153 | 0.004434 | 0.062759 | -0.04826 | -0.071052 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,084,000 |
57 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
b0f70666-be60-4957-bafd-1665a45defb9
|
no_churn
| 0.02111 | 0 |
no_churn
| -0.124261 | -0.010783 | -0.050969 | -0.041707 | -0.051318 | 0.026753 | 0.018985 | -0.025727 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
2 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
4bebc533-0803-4661-8e4a-7e2d8abf3a55
|
no_churn
| 0.185563 | 0 |
no_churn
| 0.121811 | -0.010172 | -0.051078 | -0.078475 | -0.033113 | 0.059329 | 0.075007 | -0.029428 |
Female
| 72 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
50 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
7f441a15-71e3-4c9e-b0cf-844d27ab5e74
|
no_churn
| 0.035108 | 0 |
no_churn
| -0.094258 | -0.00699 | -0.099531 | -0.039577 | -0.036379 | 0.038252 | -0.016534 | -0.01401 |
Male
| 74 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,671,084,000 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
685bea98-21e2-48a7-b1bc-e31ea100ada0
|
no_churn
| 0.007614 | 0 |
no_churn
| -0.122097 | -0.00274 | 0.043507 | 0.030876 | 0.075663 | 0.080903 | 0.038623 | -0.0199 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
2 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
0hrs
|
Disabled
|
12a1711d-bf88-4698-a51b-81081f2c6619
|
no_churn
| 0.532169 | 0 |
no_churn
| 0.209961 | -0.012944 | -0.01992 | -0.049625 | 0.042746 | 0.095723 | -0.01107 | -0.040642 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
030fda12-928d-44ca-9023-5eb12c09f3ed
|
no_churn
| 0.159217 | 0 |
no_churn
| 0.084241 | -0.006229 | -0.054917 | -0.007036 | 0.011 | 0.098046 | 0.062645 | -0.046174 |
Female
| 44 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
24 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
8a8540ab-9bc4-4168-b8c7-2e424650d590
|
no_churn
| 0.241413 | 1 |
churn
| -0.106363 | -0.008294 | 0.066836 | -0.040532 | 0.061752 | 0.071118 | -0.029522 | -0.004022 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
12 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
2a8180f5-b6bd-4b29-bb25-01bc89d4b8e7
|
no_churn
| 0.008803 | 0 |
no_churn
| 0.036424 | -0.005159 | 0.031605 | -0.125465 | 0.07189 | 0.094251 | 0.109538 | -0.06211 |
Male
| 63 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,084,000 |
51 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
f45aef96-c53e-48bd-9374-2f29070d1bd7
|
no_churn
| 0.00695 | 0 |
no_churn
| -0.084858 | -0.005078 | 0.042499 | -0.021717 | -0.115616 | 0.051451 | -0.005181 | -0.008027 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,084,000 |
41 |
Yes
|
No
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
9ca2b560-6154-4ffc-ae91-6bcfb34a2243
|
no_churn
| 0.132147 | 0 |
no_churn
| -0.078147 | -0.015449 | -0.025499 | -0.054276 | -0.10605 | 0.031862 | 0.009382 | -0.020849 |
Male
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,084,000 |
37 |
Yes
|
No
|
Low Speed
|
Expired
|
One year
|
100hrs+
|
Disabled
|
dd0fcd52-0b1f-4ae0-b46f-430016928d0b
|
no_churn
| 0.029073 | 0 |
no_churn
| -0.05791 | -0.00481 | -0.020911 | -0.036631 | -0.009525 | -0.056125 | 0.038896 | -0.042009 |
Female
| 51 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,084,000 |
15 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
11e67b09-f860-43b6-9774-ea4496dd3006
|
no_churn
| 0.037543 | 0 |
no_churn
| 0.085885 | -0.001978 | 0.007578 | -0.024977 | 0.072566 | 0.105389 | 0.073621 | -0.050251 |
Male
| 57 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,084,000 |
1 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
e4fc2361-9274-4f12-ad63-59177e5883c9
|
no_churn
| 0.319711 | 1 |
churn
| 0.18506 | -0.013081 | -0.095902 | -0.034473 | -0.058075 | 0.096768 | 0.030791 | -0.020321 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
72 |
Yes
|
Yes
|
High Speed
|
Expired
|
Two year
|
100hrs+
|
Disabled
|
69826ae9-0035-403a-aea9-8c585b2ca0f7
|
no_churn
| 0.002989 | 0 |
no_churn
| -0.096888 | -0.004858 | 0.004773 | -0.027838 | -0.014716 | -0.134363 | 0.02163 | -0.016767 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Disabled
|
e01c90c9-325a-429c-9e86-aa371f52e07a
|
no_churn
| 0.635332 | 1 |
churn
| 0.263506 | -0.009693 | -0.025628 | -0.025964 | 0.094741 | 0.134205 | 0.082925 | -0.049345 |
Female
| 80 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,084,000 |
68 |
No
|
No phone service
|
Low Speed
|
Expired
|
Two year
|
<80hrs
|
Disabled
|
7e491afd-9973-44a2-b255-ee3fae097f0f
|
no_churn
| 0.073679 | 0 |
no_churn
| -0.089901 | 0.018844 | 0.004255 | -0.031322 | -0.013041 | -0.152286 | 0.010216 | -0.01579 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,084,000 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Disabled
|
9a2edb59-5904-4f60-bdac-156b9b6f703f
|
no_churn
| 0.137491 | 0 |
no_churn
| 0.117633 | -0.006899 | -0.086323 | 0.01193 | 0.084527 | 0.095897 | -0.009046 | -0.017638 |
Female
| 37 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
2 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Disabled
|
07888c85-1a3f-4110-856a-9fbd8b8b1da7
|
no_churn
| 0.513778 | 0 |
no_churn
| 0.20585 | -0.012621 | -0.086967 | -0.047225 | -0.029897 | 0.08273 | 0.045627 | -0.030551 |
Male
| 40 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,084,000 |
43 |
Yes
|
Yes
|
Medium Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
41b50d34-814a-46dc-b517-07bc76258166
|
no_churn
| 0.024241 | 0 |
no_churn
| -0.109516 | -0.011155 | -0.008279 | -0.089384 | -0.032408 | 0.038978 | 0.025433 | -0.032696 |
Male
| 54 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,084,000 |
23 |
Yes
|
No
|
Low Speed
|
Expired
|
One year
|
0hrs
|
Disabled
|
658da757-5b31-479c-bb83-a87b01df0ae1
|
no_churn
| 0.024627 | 0 |
no_churn
| -0.066164 | -0.004738 | -0.040473 | -0.036831 | 0.010316 | -0.076086 | -0.020048 | -0.035002 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
1 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Disabled
|
02c9515e-a6f8-4ce5-9d27-abcdff898e06
|
no_churn
| 0.337465 | 0 |
no_churn
| 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 |
Female
| 27 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,084,000 |
14 |
Yes
|
No
|
High Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
92859472-289f-4c76-8f7b-850534f144d6
|
no_churn
| 0.448785 | 0 |
no_churn
| 0.057275 | -0.011211 | -0.060662 | -0.075532 | -0.103167 | 0.03684 | 0.065677 | 0.061753 |
Female
| 40 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
2 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
3d45fe60-2c93-47a5-bc44-9284947a5937
|
no_churn
| 0.672735 | 1 |
churn
| 0.282337 | -0.006567 | -0.046715 | 0.069512 | -0.008419 | 0.119451 | 0.093569 | 0.075306 |
Female
| 56 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,084,000 |
50 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
793c1ae0-62c8-4a89-9279-2ef3ad76edbe
|
no_churn
| 0.228404 | 0 |
no_churn
| -0.04364 | -0.004354 | 0.063139 | -0.056994 | -0.078621 | 0.072289 | -0.009637 | -0.011209 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
34 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
aa868bec-ce81-4029-b016-7c7327ef6793
|
no_churn
| 0.551724 | 1 |
churn
| -0.024362 | -0.003333 | 0.073155 | 0.03937 | 0.148306 | 0.066857 | 0.075961 | 0.09252 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
45 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
22d510d8-2a73-44d3-8917-1d1d796e4579
|
no_churn
| 0.300233 | 0 |
no_churn
| -0.118945 | -0.004817 | 0.035151 | -0.032036 | -0.122762 | 0.062987 | 0.039422 | 0.039117 |
Male
| 34 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,084,000 |
41 |
Yes
|
Yes
|
Medium Speed
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
ba1140b7-8135-40f0-9260-e82603a5295d
|
no_churn
| 0.70615 | 1 |
churn
| -0.08504 | -0.009631 | 0.03282 | -0.085815 | -0.10347 | 0.060011 | 0.033454 | 0.056311 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
19 |
Yes
|
Yes
|
High Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
c54a9d34-9e5e-4fd7-85c9-029a8d5eece3
|
no_churn
| 0.30764 | 1 |
churn
| -0.007035 | -0.011553 | 0.033941 | -0.064706 | -0.133751 | 0.039125 | 0.005123 | 0.048164 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,084,000 |
17 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
37fcdd2c-eb04-4f57-9677-3abb51502b37
|
no_churn
| 0.397776 | 0 |
no_churn
| -0.046228 | -0.008552 | -0.116385 | -0.023792 | 0.054161 | 0.061365 | -0.048653 | -0.000942 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,084,000 |
2 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
591e45ca-3355-41d2-85e2-138f0a511f9c
|
no_churn
| 0.420501 | 0 |
no_churn
| 0.262843 | -0.004901 | 0.022256 | -0.016562 | 0.0647 | 0.145844 | 0.132134 | 0.12466 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,084,000 |
5 |
Yes
|
No
|
Low Speed
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
a8516ab0-4a60-4ca2-b7f4-3f7ac3bcd2c2
|
no_churn
| 0.767819 | 1 |
churn
| 0.088128 | -0.011834 | -0.075213 | -0.069341 | -0.063801 | 0.033375 | -0.112917 | 0.032578 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,084,000 |
40 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
be3b3d90-fdbe-413c-9847-dc7dfcf1c2ba
|
no_churn
| 0.512272 | 1 |
churn
| -0.15498 | -0.006005 | 0.002997 | -0.127608 | 0.0439 | 0.043435 | -0.053357 | 0.082591 |
Male
| 73 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,084,000 |
29 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6e579bc1-a78f-42f8-9769-5b248e4af78a
|
no_churn
| 0.127045 | 0 |
no_churn
| 0.015888 | -0.004086 | -0.036618 | 0.11981 | 0.160795 | 0.106047 | 0.052399 | 0.064525 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
45d87454-a7a2-4f5c-a702-3c54163b5723
|
no_churn
| 0.83959 | 1 |
churn
| 0.059398 | -0.0024 | 0.068328 | 0.012367 | 0.072232 | 0.079385 | 0.05405 | 0.049364 |
Male
| 76 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,084,000 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9acbef53-3f53-4e01-9af9-f6a71a199ee2
|
no_churn
| 0.66618 | 1 |
churn
| 0.001088 | -0.002155 | 0.111315 | 0.088973 | 0.048708 | 0.122046 | 0.076029 | 0.051633 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,084,000 |
7 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
100hrs+
|
Active
|
a7e3cb70-f674-4a36-a2ad-76fe53c74245
|
no_churn
| 0.67519 | 1 |
churn
| 0.026422 | -0.005295 | -0.039789 | 0.072522 | -0.146131 | 0.014102 | -0.046808 | -0.084049 |
Male
| 35 |
No
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,084,000 |
1 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
882a4f79-0667-494c-953c-43d78347e547
|
no_churn
| 0.778443 | 1 |
churn
| 0.245251 | -0.00601 | -0.00263 | 0.0808 | -0.047483 | 0.102278 | 0.167157 | 0.053278 |
Male
| 64 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,084,000 |
48 |
Yes
|
No
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
82e797d1-552a-487a-89a8-78ed3029fcdf
|
churn
| 0.192863 | 0 |
no_churn
| -0.091537 | -0.002493 | -0.068408 | 0.140803 | 0.078174 | 0.056598 | 0.088234 | 0.039603 |
Male
| 70 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,084,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Expired
|
Month-to-month
|
<80hrs
|
Active
|
3c9da0ad-2cb9-4d0d-8a3b-3b11fb281831
|
no_churn
| 0.917107 | 1 |
churn
| 0.23957 | -0.005839 | 0.000127 | 0.040839 | -0.075262 | 0.112616 | 0.064433 | 0.011989 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,084,000 |
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