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
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| 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
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80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22154176-23e1-4b7c-a3af-29104e7c35b1
|
no_churn
| 0.374212 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c4d0e753-418e-4136-b2e5-049009a25f5d
|
no_churn
| 0.420126 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 65 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,671,948,000 |
11 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d98d788b-017e-4167-bcef-452aea325f11
|
no_churn
| 0.014139 | 0 |
no_churn
| 0.015701 | -0.008861 | -0.031321 | -0.037587 | 0.019967 | -0.13115 | -0.030648 | -0.035126 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
449b8387-a3e4-4953-bdfb-8f470c938ef1
|
no_churn
| 0.163759 | 0 |
no_churn
| 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c02cd073-d41d-4f18-bc17-35a30d84d927
|
churn
| 0.587997 | 1 |
churn
| -0.212378 | -0.003474 | 0.043703 | -0.003954 | 0.005787 | 0.0565 | -0.090956 | -0.015922 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
20ac9c4d-0c81-4f5a-a58a-289b4b836be2
|
no_churn
| 0.054587 | 0 |
no_churn
| -0.161716 | -0.00229 | 0.000788 | -0.004062 | 0.002802 | -0.131676 | 0.035716 | 0.061412 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3542a51-1461-4bb2-9d3e-383aef33aaca
|
no_churn
| 0.12168 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cc51cb4-ff66-4011-a004-763c223e3380
|
churn
| 0.438159 | 1 |
churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Female
| 80 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d350dde-4595-48ea-b378-43985fff6c59
|
churn
| 0.872029 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 33 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,948,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ece5ccc-9e95-4e62-9872-4916b50cc22b
|
no_churn
| 0.356437 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0af4502e-1e61-4931-a70d-8e0fdb458860
|
churn
| 0.582889 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
42 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
4dbbe25d-d80c-4f5f-a1f7-a938817b8991
|
no_churn
| 0.137473 | 0 |
no_churn
| 0.068914 | 0.000447 | -0.001131 | -0.001832 | 0.054587 | 0.024419 | 0.070326 | 0.075245 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
49ee04dc-ebc5-4094-b411-a07d1f08430c
|
no_churn
| 0.023912 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4dc84e45-ea12-4906-a066-41d5c0a6add4
|
churn
| 0.636544 | 1 |
churn
| 0.04701 | -0.002928 | 0.13093 | 0.120321 | 0.04833 | 0.134388 | 0.170545 | 0.062377 |
Female
| 26 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,671,948,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
900d79ee-2b75-4d18-8e4c-093e20c4849e
|
no_churn
| 0.018246 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d551bee3-9b86-4856-9ec3-5c8f87d956d6
|
no_churn
| 0.067293 | 0 |
no_churn
| -0.069487 | -0.017533 | -0.064943 | -0.13142 | 0.023349 | 0.044739 | -0.026379 | -0.027352 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa6568ec-276d-4c44-a1d9-e931fb7a3805
|
no_churn
| 0.099608 | 0 |
no_churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
606b63a0-a7fb-4f7d-ad28-6ed6203d43e5
|
no_churn
| 0.010266 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Female
| 32 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,671,948,000 |
69 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
7fbc4939-f622-4983-9134-4d21e612acaa
|
no_churn
| 0.188147 | 0 |
no_churn
| -0.104079 | -0.002474 | -0.085084 | -0.008612 | 0.01936 | -0.167601 | 0.04277 | 0.051692 |
Male
| 24 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,948,000 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5b932807-976d-4e75-82dc-c44caac40f48
|
no_churn
| 0.569831 | 0 |
no_churn
| 0.156586 | -0.002524 | 0.11328 | 0.015258 | 0.064215 | 0.138337 | 0.094062 | 0.018379 |
Male
| 36 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,948,000 |
22 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d905a1d6-d605-4bb9-8de3-2652ab6856c7
|
churn
| 0.718043 | 1 |
churn
| -0.093013 | -0.005891 | 0.004991 | -0.064422 | 0.074264 | 0.034799 | -0.009259 | 0.039504 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32c1c476-2341-48e4-9b34-64ada32e4aad
|
no_churn
| 0.276122 | 0 |
no_churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 47 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
402ec651-6e43-4df7-9153-760536d1d1de
|
churn
| 0.872029 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 48 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
a9ce54b6-f6ed-4c24-8b77-202a7ff93e54
|
no_churn
| 0.115263 | 0 |
no_churn
| -0.155012 | -0.004455 | -0.03772 | -0.0227 | 0.007526 | -0.099558 | -0.002656 | 0.049993 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
951879b0-6cbf-4281-b933-41e1eee9623d
|
churn
| 0.071313 | 1 |
churn
| -0.024338 | -0.007771 | 0.014609 | -0.048243 | -0.020301 | -0.08207 | -0.029745 | -0.041166 |
Female
| 69 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
605a398e-ac54-478a-9ab9-59bd1df584cd
|
no_churn
| 0.067293 | 0 |
no_churn
| -0.069487 | -0.017533 | -0.064943 | -0.13142 | 0.023349 | 0.044739 | -0.026379 | -0.027352 |
Male
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
19d37c85-243e-4306-b199-3d2f98aa906c
|
churn
| 0.713435 | 1 |
churn
| 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 |
Male
| 29 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95099e7e-6601-48b3-aad3-62e9ab072dd0
|
no_churn
| 0.25624 | 0 |
no_churn
| -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 |
Male
| 26 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
22 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fcd7817d-f644-4e86-97fc-029da7c773e5
|
churn
| 0.718043 | 1 |
churn
| -0.093013 | -0.005891 | 0.004991 | -0.064422 | 0.074264 | 0.034799 | -0.009259 | 0.039504 |
Male
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
7 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fd7d043e-1844-495e-b38b-e1db302485e3
|
churn
| 0.128036 | 1 |
churn
| 0.203779 | -0.003254 | 0.046293 | 0.11418 | 0.103819 | -0.093662 | -0.006829 | -0.014805 |
Male
| 64 |
No
|
Yes
|
Medical Leave
|
Urban
|
Master
| 1,671,948,000 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
96e81b62-72cc-44d0-ac89-adeaa294b1b3
|
no_churn
| 0.242774 | 0 |
no_churn
| -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 |
Female
| 66 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
c4e6025b-82ac-4b8e-9199-a2541a190453
|
no_churn
| 0.071073 | 0 |
no_churn
| -0.062817 | -0.001202 | -0.074391 | -0.019616 | 0.05145 | -0.116346 | 0.060683 | 0.063213 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
01da6276-3d9b-468e-9610-2dd3ed74fb05
|
no_churn
| 0.01979 | 0 |
no_churn
| -0.050267 | -0.004594 | -0.026969 | -0.022538 | 0.001415 | -0.094567 | -0.038184 | -0.033322 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
40 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f9e57c14-4789-427b-bb19-b507702d2801
|
churn
| 0.389581 | 1 |
churn
| -0.131485 | -0.010516 | 0.026307 | 0.087243 | -0.081392 | 0.025516 | -0.031374 | -0.016281 |
Female
| 25 |
Yes
|
No
|
Retired
|
Suburban
|
College
| 1,671,948,000 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
df87b356-a0e2-45a4-8028-cda1dd0d74ee
|
churn
| 0.713435 | 1 |
churn
| 0.174437 | -0.004066 | 0.063083 | 0.059942 | 0.065388 | 0.151696 | 0.148992 | 0.043502 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad2eae5f-e6ca-44f3-b5da-04d644d9884b
|
no_churn
| 0.313181 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
f3cf255f-4de4-4539-bc16-c47f8325b926
|
no_churn
| 0.071073 | 0 |
no_churn
| -0.062817 | -0.001202 | -0.074391 | -0.019616 | 0.05145 | -0.116346 | 0.060683 | 0.063213 |
Male
| 61 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
28 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
821f9873-b0c0-4cf9-87da-77883e53f285
|
no_churn
| 0.108066 | 0 |
no_churn
| -0.098308 | 0.003918 | -0.004114 | -0.027546 | -0.098645 | -0.090525 | 0.021263 | 0.03493 |
Female
| 37 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
f7283301-15e2-478b-b98c-7d1534759d96
|
no_churn
| 0.0073 | 0 |
no_churn
| -0.026 | -0.003964 | -0.021802 | -0.029426 | 0.006218 | -0.111355 | -0.039216 | -0.04348 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b4904520-0128-4c2c-8cc3-793cbd261f07
|
no_churn
| 0.607546 | 0 |
no_churn
| 0.026191 | -0.002824 | 0.090934 | 0.027389 | 0.103528 | 0.127824 | 0.137102 | 0.137496 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
14 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0313c334-0ca3-444e-8a02-e86c51e9274c
|
no_churn
| 0.325534 | 0 |
no_churn
| -0.119022 | 0.063893 | 0.018578 | -0.094935 | -0.056144 | 0.058615 | -0.016892 | -0.036453 |
Male
| 28 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5a6ccf7-1e47-46af-8ce8-0171eeca8d3f
|
churn
| 0.788966 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 53 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43df8644-ce1f-473b-a007-f49ac5ace503
|
churn
| 0.524546 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 46 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
40 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
2cfa5c65-b0cf-4cb6-bcc7-60f920af6dac
|
no_churn
| 0.166222 | 0 |
no_churn
| 0.025706 | 0.000585 | 0.020786 | 0.049427 | 0.038626 | 0.012445 | 0.093123 | 0.100276 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
15 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6749961f-1b8d-4967-9382-2baf178157f4
|
no_churn
| 0.16163 | 0 |
no_churn
| 0.202516 | 0.003267 | 0.061181 | 0.047866 | 0.073023 | 0.151073 | -0.025377 | -0.015549 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,948,000 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b4adaf61-03f2-44bd-ac69-4938db66fe9a
|
no_churn
| 0.03106 | 0 |
no_churn
| -0.072735 | -0.006891 | -0.012813 | -0.022518 | -0.022343 | -0.068014 | -0.019272 | -0.024441 |
Female
| 46 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,948,000 |
33 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
628febfa-ac41-4fae-8013-8a64398bad75
|
no_churn
| 0.105703 | 0 |
no_churn
| 0.00085 | 0.001023 | 0.034659 | 0.060677 | 0.129138 | -0.051314 | 0.097625 | 0.098315 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc38b883-973b-44f5-a3ea-52829a425f3e
|
no_churn
| 0.196844 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Male
| 28 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,671,948,000 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80d665d6-48e5-4778-87db-e0938676e3b2
|
no_churn
| 0.323609 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c3713a1-433a-46a7-b430-8407644e31f0
|
churn
| 0.186991 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
10cc1ac9-940f-479c-b640-d6bcbf9b44a1
|
no_churn
| 0.086253 | 0 |
no_churn
| -0.039498 | -0.007018 | -0.036313 | -0.041988 | -0.033254 | -0.064756 | -0.021342 | -0.024856 |
Male
| 62 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,948,000 |
63 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
b0e17c46-5b38-44d8-941f-f8943c10d982
|
no_churn
| 0.078439 | 0 |
no_churn
| -0.135714 | -0.002264 | -0.020569 | -0.025844 | 0.008129 | -0.129988 | 0.014182 | 0.023042 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
71 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a31b8fe0-6e27-45fb-9966-174fe1252a99
|
no_churn
| 0.002468 | 0 |
no_churn
| -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 |
Female
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42e61dc0-b033-4699-8005-868c257f5838
|
churn
| 0.591543 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 69 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,948,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
911a34d3-8d14-41bf-954c-e16e3a537105
|
no_churn
| 0.350276 | 0 |
no_churn
| 0.069318 | -0.004734 | -0.099925 | 0.007156 | 0.077804 | 0.082659 | -0.091335 | 0.039364 |
Female
| 43 |
No
|
Yes
|
Disabled
|
Urban
|
Doctor
| 1,671,948,000 |
42 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
66e04806-e069-47e3-9c48-d272f0d7ff02
|
no_churn
| 0.076455 | 0 |
no_churn
| 0.016502 | -0.001396 | -0.000255 | -0.105126 | -0.067555 | -0.009494 | 0.01028 | 0.048019 |
Male
| 66 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,948,000 |
29 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
586d7fea-4bf0-423e-9e71-f8a8a42e4402
|
no_churn
| 0.312647 | 0 |
no_churn
| -0.0678 | -0.01516 | -0.018134 | -0.06022 | -0.055897 | 0.037969 | -0.033056 | -0.036728 |
Male
| 37 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,948,000 |
4 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f2722dac-3470-4c2a-9b6c-9d93a9606f4e
|
churn
| 0.785636 | 1 |
churn
| 0.199603 | -0.001471 | 0.106908 | -0.026938 | 0.086269 | 0.147701 | 0.081426 | 0.124975 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7da54bc0-226a-4cd2-a918-f2332b6b1b2b
|
no_churn
| 0.165108 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
508d32bd-04de-4e71-90d8-673807f67aea
|
churn
| 0.681011 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 71 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e454457b-92a9-410d-b913-30e582e7e177
|
no_churn
| 0.451764 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 44 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,948,000 |
58 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9d34c000-3ba8-4cf5-b840-80d1143d2273
|
no_churn
| 0.055426 | 0 |
no_churn
| -0.135029 | -0.003722 | 0.005967 | 0.0305 | -0.022609 | -0.076225 | -0.033939 | -0.033968 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
c5feb4b6-2ab8-4734-abf2-2cee997ec741
|
no_churn
| 0.242774 | 0 |
no_churn
| -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 |
Male
| 79 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5b0be27-d225-4477-a146-fd6e26db1497
|
churn
| 0.287869 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 26 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,948,000 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3bcbeeac-7468-4786-a347-efbccd6995ed
|
no_churn
| 0.350276 | 0 |
no_churn
| 0.069318 | -0.004734 | -0.099925 | 0.007156 | 0.077804 | 0.082659 | -0.091335 | 0.039364 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4d3d2dd4-8243-4078-9ee2-c9b03cb983a9
|
no_churn
| 0.005851 | 0 |
no_churn
| -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b48c8db1-8ef5-42c6-bbcb-4ef01cd04190
|
churn
| 0.283128 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 46 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
48 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
100hrs+
|
Active
|
cf8c4a12-6a5b-4389-8166-7eb34cd06bad
|
no_churn
| 0.242774 | 0 |
no_churn
| -0.073303 | -0.002087 | -0.049157 | -0.103448 | 0.048468 | -0.125827 | 0.032679 | 0.053648 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
70 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c1532a0d-51c0-4842-82b2-bc5d0d98101e
|
no_churn
| 0.046857 | 0 |
no_churn
| 0.132874 | 0.007111 | 0.097361 | 0.122172 | 0.051204 | -0.076168 | 0.130929 | 0.093823 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
56 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7c5959ee-aacd-4040-a918-e44879bf89de
|
churn
| 0.016238 | 1 |
churn
| -0.034895 | -0.003784 | -0.000755 | -0.041099 | 0.010771 | -0.130532 | -0.036625 | -0.032108 |
Male
| 71 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0c959798-9344-4e94-a591-548be6245095
|
no_churn
| 0.015144 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Male
| 27 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,948,000 |
71 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
80d4573d-e36b-4afc-81ce-580e0216ec54
|
no_churn
| 0.002468 | 0 |
no_churn
| -0.077137 | -0.003992 | -0.011924 | -0.021057 | 0.000876 | -0.111252 | -0.019695 | -0.024845 |
Male
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
7c102d47-eb2b-498e-9936-f7d58849db97
|
no_churn
| 0.126788 | 0 |
no_churn
| -0.032759 | -0.001714 | -0.022422 | 0.018078 | -0.056745 | -0.050252 | -0.080497 | -0.032715 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1268616a-8028-4e2b-b740-c9bbad164def
|
no_churn
| 0.082267 | 0 |
no_churn
| 0.081817 | -0.006487 | -0.020009 | -0.055236 | -0.030155 | -0.161326 | -0.028802 | -0.035494 |
Female
| 66 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,671,948,000 |
7 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
28dfcb16-53dd-40d8-a84f-dcea9495ff12
|
no_churn
| 0.651008 | 1 |
churn
| 0.105707 | 0.000057 | 0.006032 | 0.024622 | 0.102135 | 0.153404 | 0.12686 | 0.142157 |
Female
| 52 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8cba49d-d0a9-406f-b9c2-a7d7ae7834e6
|
no_churn
| 0.25624 | 0 |
no_churn
| -0.079704 | -0.002784 | -0.001635 | 0.113437 | -0.016702 | 0.087664 | -0.021592 | -0.039723 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ed3b18e-1634-4b28-b32e-e7efde0f2a64
|
churn
| 0.283128 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
41 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
80b1c876-e8ea-4c89-96d3-9e29e5babf3f
|
no_churn
| 0.060351 | 0 |
no_churn
| -0.023736 | -0.008471 | 0.015996 | -0.064678 | 0.019115 | -0.112195 | -0.021316 | -0.03374 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c8681da-790f-4355-88d5-452f4ec6c0fe
|
no_churn
| 0.470148 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 80 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34d0b173-b3cf-4b93-9154-6dc59b9f1583
|
churn
| 0.667018 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 20 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
20 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
23861dbe-e2fe-4fe7-a6a7-b6f00d3d82be
|
no_churn
| 0.023989 | 0 |
no_churn
| -0.043937 | -0.008496 | -0.024801 | -0.038225 | 0.001274 | -0.081731 | -0.034203 | -0.038908 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e624dcf-d4ab-4719-8a84-7dd4715460f6
|
churn
| 0.287869 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Female
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
63680bdf-94f7-41c3-a414-d080a5afb8a4
|
no_churn
| 0.008206 | 0 |
no_churn
| -0.045753 | -0.002835 | -0.008615 | -0.02022 | -0.012133 | -0.146069 | -0.012974 | -0.020426 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
24 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
627c3267-5504-4f4b-a6cd-f7d516f97b58
|
no_churn
| 0.525674 | 1 |
churn
| 0.041208 | 0.140656 | 0.063238 | 0.047974 | -0.024609 | 0.122663 | 0.056755 | 0.043089 |
Female
| 50 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,948,000 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
edfe0633-a8e0-4928-817a-517abcfbb3bb
|
no_churn
| 0.008512 | 0 |
no_churn
| -0.052036 | -0.00537 | -0.030194 | -0.017659 | 0.012853 | -0.102288 | -0.033495 | -0.040837 |
Male
| 45 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
5bece36b-d861-45c4-bf57-acdbedfd9943
|
no_churn
| 0.171799 | 0 |
no_churn
| -0.086654 | -0.001339 | 0.033874 | -0.017239 | -0.036597 | -0.053299 | 0.072808 | 0.059421 |
Male
| 71 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
42 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1abb90ea-8e30-4998-b20a-712efd8df836
|
no_churn
| 0.031364 | 0 |
no_churn
| -0.00503 | 0.017707 | 0.003345 | -0.016656 | -0.013718 | -0.159658 | -0.01103 | -0.013985 |
Female
| 52 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
64 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e44828a1-dadd-41e8-9c41-599a234307db
|
no_churn
| 0.066089 | 0 |
no_churn
| -0.164859 | -0.003414 | -0.002343 | 0.030287 | -0.026577 | -0.114507 | 0.015512 | 0.016873 |
Male
| 41 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f974cb74-d98c-4866-8e00-8bb7d18978c3
|
no_churn
| 0.415259 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
21d57716-7964-4f3d-a19a-34f1d096d352
|
no_churn
| 0.001754 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,948,000 |
22 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
65546b99-4b62-4f38-b0ae-08c4117c906a
|
no_churn
| 0.010034 | 0 |
no_churn
| -0.021188 | -0.002879 | 0.014791 | -0.04319 | -0.005006 | -0.132926 | -0.032327 | -0.035635 |
Male
| 55 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,948,000 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
af8e66de-04ac-4ef6-91e9-50a2e1342cdc
|
churn
| 0.636544 | 1 |
churn
| 0.04701 | -0.002928 | 0.13093 | 0.120321 | 0.04833 | 0.134388 | 0.170545 | 0.062377 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,948,000 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bfd297c-1c37-4eae-9fbc-34aa966fadf4
|
churn
| 0.478714 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
87b52adb-1701-42ba-930f-2a083dd82e83
|
churn
| 0.734812 | 1 |
churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Male
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,948,000 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
115c9e8d-e7d0-4750-b3c5-6fd20899e71c
|
no_churn
| 0.12168 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,948,000 |
2 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b3ab081b-0ca2-496f-b7ad-83d9e8615b53
|
churn
| 0.853412 | 1 |
churn
| 0.155679 | -0.005681 | 0.021724 | 0.02941 | 0.033836 | 0.142106 | 0.045445 | 0.09736 |
Female
| 66 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,948,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db0f5419-a5b0-440c-aa2d-5d125d3ece2f
|
no_churn
| 0.161945 | 0 |
no_churn
| -0.108612 | -0.006323 | 0.008706 | -0.046251 | -0.081489 | 0.032538 | -0.040032 | -0.020897 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,948,000 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
618ec98b-ddf3-4c02-8b0e-5177a46b7475
|
no_churn
| 0.074185 | 0 |
no_churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Female
| 21 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,948,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
01c79446-c3f1-4660-bae5-02ae6f1c4fc3
|
no_churn
| 0.06571 | 0 |
no_churn
| -0.168918 | -0.002493 | -0.004575 | 0.008225 | -0.058956 | -0.101205 | 0.013007 | 0.045888 |
Female
| 50 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,948,000 |
56 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e95ca491-c330-4ffd-9f37-a4435ba90420
|
no_churn
| 0.041352 | 0 |
no_churn
| -0.030503 | -0.003502 | 0.005971 | -0.0096 | -0.083607 | -0.117996 | -0.017082 | -0.012707 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,948,000 |
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