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
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stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
0460ad92-71e6-4d27-9d16-5e63441b4a06
|
no_churn
| 0.098401 | 0 |
no_churn
| 0.007473 | -0.004206 | -0.039107 | -0.038222 | 0.025052 | -0.150051 | 0.027847 | 0.059688 |
Female
| 42 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
10 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
f59ef75f-7201-4781-a444-32759f028fa4
|
no_churn
| 0.018141 | 0 |
no_churn
| -0.000213 | 0.019312 | -0.00458 | -0.054176 | -0.058332 | -0.185063 | 0.022783 | 0.031243 |
Male
| 31 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
59 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
3ef9b840-58ff-4220-a49e-34833431cdfc
|
no_churn
| 0.078526 | 0 |
no_churn
| 0.003794 | -0.00235 | 0.036564 | 0.035729 | 0.10347 | -0.01779 | 0.019763 | 0.075818 |
Female
| 26 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,293,600 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
e7a7d500-ac13-4354-b5fb-406f2c4bae0b
|
no_churn
| 0.014864 | 0 |
no_churn
| -0.095873 | -0.001997 | 0.00482 | -0.026696 | 0.016247 | -0.24385 | 0.042536 | 0.051785 |
Female
| 50 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
61 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
36b7c7d2-8af7-41e1-82ac-54fef1a3ea1b
|
no_churn
| 0.013001 | 0 |
no_churn
| -0.121391 | -0.003881 | -0.009892 | -0.008871 | 0.037655 | -0.149825 | 0.029449 | 0.03773 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e94de1f6-d129-496b-a067-86aa60b32adf
|
no_churn
| 0.003925 | 0 |
no_churn
| -0.079434 | 0.004591 | -0.003499 | -0.01804 | -0.028265 | -0.121278 | -0.010996 | -0.012105 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
28 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbb3a034-3515-40c9-8fb3-ac066e99f3df
|
no_churn
| 0.064231 | 0 |
no_churn
| -0.114999 | -0.00768 | -0.009154 | -0.091135 | -0.029578 | 0.035415 | -0.026036 | -0.02586 |
Male
| 65 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,293,600 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c8133704-a2a6-410a-9250-7b2d41fd1fad
|
no_churn
| 0.028621 | 0 |
no_churn
| -0.049903 | -0.003517 | -0.002951 | -0.028942 | -0.033956 | -0.113721 | -0.016055 | -0.01798 |
Male
| 23 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,293,600 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
dd28d6bd-8ec7-47b4-b68a-dfa46377709a
|
no_churn
| 0.050961 | 0 |
no_churn
| -0.006926 | 0.023018 | 0.011707 | -0.040196 | 0.024381 | -0.069115 | -0.016605 | -0.025289 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
58 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
789aebd0-a80a-4c78-baa1-682c6ccb6c26
|
no_churn
| 0.050487 | 0 |
no_churn
| -0.069979 | -0.006847 | -0.007665 | -0.020118 | -0.019256 | -0.048652 | -0.021229 | -0.025279 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
0 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
41e3ff96-442a-4bd6-bf7b-fdefec54063f
|
no_churn
| 0.034849 | 0 |
no_churn
| 0.065154 | 0.024856 | 0.000168 | -0.052125 | -0.035803 | -0.221214 | -0.0223 | -0.022429 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c5c701c-19f4-4cdc-a7f4-da4ecd09c417
|
no_churn
| 0.152741 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 44 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,293,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9f363ae-7d79-46b2-8d57-d206f414bd44
|
churn
| 0.431905 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
20 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80e8efbd-bad4-456e-a1ab-b19ea3ab37b2
|
no_churn
| 0.129807 | 0 |
no_churn
| -0.069971 | -0.008174 | -0.006038 | -0.051491 | -0.070054 | 0.002353 | -0.037418 | -0.026983 |
Female
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
49 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3c1872b9-4603-46d2-8e41-b2a98f965213
|
no_churn
| 0.015199 | 0 |
no_churn
| -0.063524 | -0.003733 | -0.01682 | -0.036129 | -0.023761 | -0.093688 | -0.01395 | -0.017422 |
Male
| 47 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
169c45fb-8771-46dc-9ec7-574629396692
|
no_churn
| 0.274975 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
446b0bee-7561-4ce3-9f80-68463f0e03d9
|
no_churn
| 0.010557 | 0 |
no_churn
| 0.10138 | 0.001987 | 0.063131 | 0.039539 | 0.040424 | -0.038255 | -0.012935 | 0.010385 |
Male
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
55 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8e1dbcdb-5133-4e79-a59c-aa6d7b484c64
|
no_churn
| 0.076659 | 0 |
no_churn
| -0.0538 | -0.004093 | -0.014232 | -0.037013 | 0.009606 | -0.093686 | -0.031775 | -0.044034 |
Female
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
10 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cac087b-523c-47b7-b98d-87198b0d1b6a
|
no_churn
| 0.298479 | 0 |
no_churn
| 0.120924 | 0.141728 | 0.071228 | 0.006517 | 0.00918 | 0.099357 | -0.026831 | -0.028033 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
001dacf7-56af-437d-ad99-fe679c4c15b8
|
no_churn
| 0.025746 | 0 |
no_churn
| -0.031579 | -0.007376 | -0.026391 | -0.02781 | 0.015439 | -0.116636 | -0.028755 | -0.035918 |
Female
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
ba943251-9a68-457e-a7d3-21a6a3ba50c9
|
no_churn
| 0.00473 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,293,600 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
985e5230-598b-444f-b1b7-1e803a5c3006
|
no_churn
| 0.011086 | 0 |
no_churn
| -0.064676 | -0.003618 | -0.017177 | -0.017092 | 0.003373 | -0.124578 | -0.019782 | -0.025476 |
Female
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b047d11-f31b-4e42-8c55-28a905f8a8ab
|
churn
| 0.143513 | 1 |
churn
| 0.290019 | 0.005947 | 0.073573 | 0.071738 | 0.041073 | 0.149681 | -0.003619 | 0.024627 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
19 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
657b47de-e7fb-487c-b005-ae16dfd5f7f9
|
no_churn
| 0.127802 | 0 |
no_churn
| -0.064582 | -0.007992 | -0.008591 | -0.056808 | -0.072747 | 0.018102 | -0.043009 | -0.033399 |
Female
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9ea740e6-1136-401f-ba0d-538b9909ab6d
|
no_churn
| 0.02933 | 0 |
no_churn
| -0.064337 | -0.002939 | -0.00089 | -0.03597 | -0.001191 | -0.117291 | -0.021179 | -0.025229 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,293,600 |
47 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0dc2aa64-7fc0-40e2-a7a0-cc270e18aa25
|
no_churn
| 0.040941 | 0 |
no_churn
| -0.050725 | 0.025914 | 0.003165 | -0.044416 | -0.077747 | -0.061924 | -0.031882 | -0.021411 |
Female
| 71 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
306b3c40-8d7d-4db9-825c-e0c482d652a4
|
no_churn
| 0.01067 | 0 |
no_churn
| 0.00018 | -0.00194 | 0.028758 | -0.014511 | -0.017909 | -0.167712 | -0.021701 | -0.015526 |
Male
| 46 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,293,600 |
68 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
b029530b-9804-4180-91c3-c34fa2f4fcc2
|
churn
| 0.235369 | 1 |
churn
| -0.166158 | -0.001625 | -0.007134 | -0.004196 | 0.031215 | -0.128891 | 0.012522 | 0.055242 |
Male
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
50 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
33ec1dcf-34e5-4d9f-a222-0ed455c93c18
|
no_churn
| 0.105411 | 0 |
no_churn
| 0.002054 | -0.001283 | -0.037629 | 0.03734 | 0.1192 | 0.098109 | 0.059929 | 0.080754 |
Female
| 28 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
32ee2a26-9769-42e2-a4a6-92491e4ccf47
|
churn
| 0.202692 | 1 |
churn
| -0.156076 | -0.002011 | 0.000394 | -0.013826 | 0.014681 | -0.184428 | 0.022332 | 0.049908 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,293,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d11bfa05-03b4-4727-b787-68e959174e52
|
churn
| 0.662377 | 1 |
churn
| 0.084055 | -0.018009 | -0.093511 | -0.050612 | -0.137988 | 0.088638 | -0.049451 | 0.021183 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a91e37f2-65a0-4f12-87d6-6c58bc31ab8e
|
no_churn
| 0.085652 | 0 |
no_churn
| -0.077199 | -0.003761 | -0.018014 | -0.01542 | -0.032752 | -0.154342 | 0.015314 | 0.020722 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
84db3c89-5670-44bb-a93a-2141db30ea86
|
no_churn
| 0.006389 | 0 |
no_churn
| -0.099812 | -0.003089 | -0.002321 | -0.030191 | -0.037028 | -0.135272 | 0.016468 | 0.022218 |
Male
| 65 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
39 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
f69a2d76-9fb3-4714-8839-45a0585cad91
|
no_churn
| 0.038255 | 0 |
no_churn
| -0.039155 | -0.001322 | 0.026242 | 0.019758 | 0.055646 | -0.180246 | 0.032033 | 0.068018 |
Female
| 35 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,293,600 |
7 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
a20db226-076a-41ce-8886-e9ff2a4395cb
|
no_churn
| 0.662153 | 0 |
no_churn
| 0.124272 | 0.000537 | -0.024775 | 0.13153 | 0.044949 | 0.118666 | -0.008485 | 0.057614 |
Male
| 57 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
65 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
874ac370-d935-4d23-a460-5d7f0bc039d9
|
no_churn
| 0.20582 | 0 |
no_churn
| -0.102397 | -0.001188 | 0.004728 | -0.018433 | 0.008309 | -0.201653 | 0.049857 | 0.051751 |
Male
| 36 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,293,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
9961384b-bc9e-43b0-9ac7-dcb0f4a0795e
|
no_churn
| 0.232742 | 0 |
no_churn
| -0.16017 | -0.002389 | 0.017326 | 0.018436 | -0.077661 | -0.086227 | -0.004901 | 0.02656 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6f6b1dfd-825b-4f5d-9b41-5e049824e4bd
|
no_churn
| 0.275668 | 0 |
no_churn
| -0.105743 | -0.002749 | -0.052669 | 0.024918 | -0.015922 | -0.11721 | -0.012326 | 0.012674 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
cdc3958c-4446-49ac-9b64-fdceae09d377
|
no_churn
| 0.024343 | 0 |
no_churn
| -0.148856 | -0.002786 | -0.028828 | -0.008939 | 0.011204 | -0.14174 | 0.017892 | 0.033026 |
Male
| 29 |
Yes
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,672,293,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
dc07b6e2-8350-48cf-aabf-3f51788a11a9
|
no_churn
| 0.49576 | 0 |
no_churn
| -0.077401 | -0.002006 | 0.038289 | 0.034114 | -0.04535 | 0.089851 | 0.018573 | 0.011261 |
Female
| 65 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,293,600 |
69 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
621ad180-09af-493c-96f7-3bfe588e54f7
|
no_churn
| 0.157647 | 0 |
no_churn
| -0.032962 | -0.002196 | -0.058204 | 0.034788 | 0.016258 | -0.095504 | 0.096854 | 0.056606 |
Female
| 73 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,293,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8e94db4c-80a9-4af6-a35f-a95cb2de829b
|
churn
| 0.473047 | 1 |
churn
| -0.170431 | -0.004973 | 0.084282 | -0.079176 | 0.004166 | 0.011862 | 0.006861 | -0.01995 |
Male
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
27 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
18ec44a5-cde9-43f7-83aa-eaf5b3f58510
|
churn
| 0.632108 | 1 |
churn
| -0.006156 | -0.00454 | 0.075116 | 0.107076 | -0.081834 | 0.078734 | 0.006 | 0.061577 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
39a9e50a-4797-4e1e-9020-44cdb449bb6e
|
no_churn
| 0.070952 | 0 |
no_churn
| -0.005542 | -0.00086 | 0.075334 | 0.09784 | 0.046201 | -0.034255 | 0.118652 | 0.078604 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
3b1f7459-ca0b-4356-9f6b-8a42b08b7a1d
|
no_churn
| 0.07642 | 0 |
no_churn
| -0.06453 | -0.001997 | 0.030893 | 0.080703 | -0.039509 | -0.200536 | 0.042643 | 0.028306 |
Female
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
56 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
4435c397-50f6-453a-abb2-583538ddde46
|
no_churn
| 0.267006 | 0 |
no_churn
| -0.07317 | -0.004423 | -0.096753 | -0.046098 | 0.034061 | 0.054295 | -0.010816 | -0.046123 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
5c3f6a2e-0196-493b-bcce-76ff9e352aaf
|
no_churn
| 0.050133 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
c12ca377-810b-4585-a185-a125d6ef953b
|
no_churn
| 0.01718 | 0 |
no_churn
| -0.023867 | -0.001683 | 0.078264 | 0.092355 | 0.086899 | -0.018963 | 0.07666 | 0.083998 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
70 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
135246b0-34aa-4b69-b02f-fccbffddd07d
|
no_churn
| 0.06953 | 0 |
no_churn
| -0.124174 | -0.003303 | 0.007934 | 0.023704 | -0.021309 | -0.106866 | -0.015208 | -0.029803 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
40 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a54143d-f6e8-4d0b-bf3e-5dc2b1e5c416
|
no_churn
| 0.261722 | 0 |
no_churn
| -0.131485 | -0.010516 | 0.026307 | 0.087243 | -0.081392 | 0.025516 | -0.031374 | -0.016281 |
Male
| 52 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,293,600 |
1 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d50d6a5-1082-40c5-a203-ab0f43e52f57
|
churn
| 0.601581 | 1 |
churn
| 0.281117 | -0.006496 | -0.033893 | 0.085196 | -0.051211 | 0.111766 | -0.027273 | -0.016511 |
Female
| 60 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,293,600 |
69 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7faffde0-f225-4c02-b68e-9f0d704cdb1a
|
no_churn
| 0.016358 | 0 |
no_churn
| -0.094793 | -0.003061 | -0.024162 | 0.023072 | -0.025037 | -0.116467 | -0.015235 | -0.013343 |
Female
| 31 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
06a9ef56-8e15-4704-94d2-6cc43830da24
|
no_churn
| 0.026746 | 0 |
no_churn
| -0.124393 | -0.003124 | 0.003071 | 0.033903 | -0.022606 | -0.131677 | -0.010369 | -0.01383 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,293,600 |
17 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ba0c7b9-76b2-4964-9b81-c328aca018a9
|
no_churn
| 0.403328 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9918e9b4-03b3-46a7-a2be-5eb47e180da8
|
no_churn
| 0.135923 | 0 |
no_churn
| -0.175056 | -0.00355 | -0.112115 | 0.001653 | 0.044002 | 0.044287 | -0.033891 | -0.02531 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
19e5dd12-fdde-4dfb-a034-1733d2ae6c18
|
no_churn
| 0.485482 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 43 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,293,600 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55c7b4d2-7fc7-4457-b4d1-c7adbd7debe7
|
no_churn
| 0.099104 | 0 |
no_churn
| -0.255561 | -0.004322 | 0.009495 | 0.017824 | -0.009595 | 0.028311 | -0.013958 | -0.018499 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
13 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f95740ed-ebf1-4eae-8ed8-df1a566896e8
|
churn
| 0.294966 | 1 |
churn
| 0.050091 | -0.005785 | -0.086564 | -0.071851 | 0.052225 | 0.101698 | 0.080214 | 0.106104 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
56 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
f4c924c2-1546-45b8-bbe7-0ecfb70ca25a
|
no_churn
| 0.092881 | 0 |
no_churn
| -0.063942 | -0.012457 | 0.00004 | -0.047875 | -0.090113 | -0.088405 | 0.007956 | 0.03577 |
Female
| 60 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,293,600 |
29 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
8060ea9b-4987-4e9f-b433-a98626c44365
|
churn
| 0.122503 | 1 |
churn
| -0.063201 | -0.005564 | -0.027509 | -0.046078 | -0.087083 | 0.036182 | 0.05134 | 0.038387 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
21 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
00b758fb-c6d5-4f57-828f-6c130f6b6338
|
no_churn
| 0.105015 | 0 |
no_churn
| 0.00152 | -0.00168 | 0.067446 | 0.014208 | 0.096402 | 0.033682 | 0.116334 | 0.087061 |
Male
| 63 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,293,600 |
72 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
6484ea9b-b156-4908-8009-16b960528ea8
|
no_churn
| 0.015149 | 0 |
no_churn
| -0.118882 | 0.003608 | -0.009681 | -0.006867 | 0.00576 | -0.174076 | 0.025164 | 0.037286 |
Male
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
43 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
85b8c4b5-3c35-4e51-ad10-3abcbb2877ee
|
no_churn
| 0.017502 | 0 |
no_churn
| -0.022182 | -0.001882 | -0.022287 | -0.030387 | -0.037214 | -0.191566 | 0.030777 | 0.030714 |
Male
| 67 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,293,600 |
48 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
d0c9cffe-3f35-4799-9225-1564e45c01ed
|
no_churn
| 0.150548 | 0 |
no_churn
| -0.092531 | -0.003445 | -0.02214 | -0.01548 | -0.07179 | -0.032442 | 0.026962 | 0.031841 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
38 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
8555342d-c288-4bfb-9252-a31e65725479
|
no_churn
| 0.108721 | 0 |
no_churn
| 0.102341 | 0.004807 | -0.000795 | 0.110056 | 0.05266 | 0.046179 | 0.136217 | 0.10951 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,293,600 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
cab38788-e8bd-4eb1-805d-23de68f08289
|
no_churn
| 0.018321 | 0 |
no_churn
| -0.117243 | -0.001947 | -0.017971 | -0.026884 | 0.015615 | -0.150987 | -0.000513 | 0.050903 |
Female
| 75 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
11 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
450fe2f0-1fdc-48cb-b36e-3444590dffb5
|
no_churn
| 0.171663 | 0 |
no_churn
| -0.059816 | -0.013419 | -0.09206 | -0.062457 | -0.14208 | 0.054974 | 0.04248 | 0.003353 |
Male
| 71 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
56 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a753d12e-03aa-4564-9699-ffb11150254b
|
no_churn
| 0.237626 | 0 |
no_churn
| -0.081426 | -0.02501 | -0.021704 | 0.004676 | 0.023219 | 0.068833 | 0.024502 | 0.057884 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
38 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
47d51baa-c784-4585-bab0-b9a1a3a71c5e
|
no_churn
| 0.13175 | 0 |
no_churn
| -0.093816 | -0.003961 | -0.024637 | -0.022701 | -0.007567 | -0.113119 | -0.024372 | 0.031147 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6f57118d-0c6f-4b82-bddf-6042a7fff0de
|
no_churn
| 0.239268 | 0 |
no_churn
| -0.036094 | -0.010561 | -0.04929 | -0.131093 | -0.098554 | 0.054914 | 0.020571 | 0.021081 |
Male
| 68 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
50 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2142ef2f-49d3-4052-86b4-1b49030c9886
|
no_churn
| 0.01002 | 0 |
no_churn
| -0.050355 | -0.003298 | -0.018026 | -0.030362 | -0.037993 | -0.1009 | -0.013846 | -0.014245 |
Male
| 32 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
603c731e-2330-4659-a916-1de6d44cd76b
|
no_churn
| 0.106636 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Male
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32733e5b-3086-4188-afbc-759caf65d657
|
no_churn
| 0.127689 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Female
| 67 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,293,600 |
27 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3a00868-0fac-4524-95bb-d2c96a38dfb2
|
churn
| 0.326667 | 1 |
churn
| -0.066675 | 0.063976 | 0.011169 | -0.014892 | -0.00526 | 0.060779 | -0.046716 | -0.055074 |
Female
| 38 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,293,600 |
24 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
951aac42-8c1b-4c11-858a-d667fba2c6f5
|
no_churn
| 0.009183 | 0 |
no_churn
| -0.052036 | -0.00537 | -0.030194 | -0.017659 | 0.012853 | -0.102288 | -0.033495 | -0.040837 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d59707c1-5d65-43c4-837a-a1bb5084e66f
|
churn
| 0.005029 | 0 |
no_churn
| -0.058003 | -0.002902 | -0.007528 | -0.019992 | 0.000663 | -0.12874 | -0.02321 | -0.029315 |
Male
| 79 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,293,600 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1da87b94-a009-470d-8e39-f0e60182f84c
|
no_churn
| 0.040784 | 0 |
no_churn
| -0.044565 | -0.003513 | -0.019389 | -0.048467 | -0.031428 | -0.06684 | -0.023792 | -0.031033 |
Female
| 80 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,293,600 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
80194dca-eb18-41fd-904d-444d7aa28d19
|
no_churn
| 0.006482 | 0 |
no_churn
| -0.06834 | -0.003432 | 0.006137 | -0.012645 | 0.006637 | -0.154301 | -0.019309 | -0.023774 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,293,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fa4aeb73-2ded-4dd6-b032-f8e4b19fe1a5
|
churn
| 0.661307 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 56 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,672,293,600 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
43189640-b3c8-4cf2-9ad3-6295309b787e
|
no_churn
| 0.070758 | 0 |
no_churn
| 0.113633 | -0.007662 | -0.012845 | -0.002861 | -0.061818 | -0.022964 | -0.013045 | -0.012463 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ab0ea28-e036-4dbc-9ef1-ffdd28acd928
|
no_churn
| 0.132742 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Female
| 66 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
65 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
460e295b-f83c-4f6b-b5ec-0c96f5a49843
|
no_churn
| 0.005703 | 0 |
no_churn
| -0.047331 | -0.00274 | -0.00767 | -0.019255 | 0.002371 | -0.134404 | -0.026394 | -0.033601 |
Male
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,293,600 |
5 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1cb18879-89a9-4803-8c2c-7d8b624a349e
|
no_churn
| 0.299607 | 0 |
no_churn
| -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
20 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fc209fa7-f4f9-4fcf-8a7b-4e7bd7c9be55
|
no_churn
| 0.061403 | 0 |
no_churn
| -0.051251 | -0.00822 | 0.023405 | -0.092786 | 0.027671 | 0.054099 | -0.054017 | -0.077927 |
Male
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
13 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a595762e-721b-4ab8-9d13-c6c46e05bf5f
|
no_churn
| 0.352764 | 0 |
no_churn
| 0.164532 | 0.153728 | 0.035778 | 0.101908 | 0.081734 | 0.100404 | -0.007251 | -0.02986 |
Male
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9f59cd61-7480-46eb-a781-dc702e5e8a0d
|
no_churn
| 0.002203 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
39 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f9ddaeff-9d2a-40ba-892b-efaae71e5bbc
|
no_churn
| 0.157928 | 0 |
no_churn
| -0.031546 | -0.007765 | 0.008505 | -0.124745 | 0.023997 | 0.041133 | -0.019043 | -0.029563 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
32 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cf45be87-c457-4e15-9a9b-3305c5cf4abb
|
no_churn
| 0.009057 | 0 |
no_churn
| -0.013574 | -0.004664 | -0.012271 | -0.034446 | -0.031036 | -0.144625 | -0.012497 | -0.015914 |
Female
| 68 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
380c0b75-5614-413e-995a-6aa57460751d
|
no_churn
| 0.288241 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 72 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,293,600 |
53 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
262ae1d1-706e-4c7d-bdbd-f9b8cf2ac9b3
|
no_churn
| 0.034089 | 0 |
no_churn
| 0.033168 | -0.001362 | 0.008264 | 0.019929 | 0.062222 | -0.105034 | -0.013515 | -0.042436 |
Female
| 38 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
21 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d3cffa7-e2d8-4951-9afd-3be9f73b6f55
|
churn
| 0.258164 | 0 |
no_churn
| -0.051624 | -0.090824 | -0.03052 | -0.041492 | -0.00963 | 0.062514 | -0.038022 | -0.059428 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,293,600 |
3 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f989dfad-4323-4a87-85fc-15d87c257d02
|
no_churn
| 0.159217 | 0 |
no_churn
| 0.18301 | -0.006981 | 0.093817 | -0.011267 | 0.11084 | 0.142625 | -0.002533 | -0.002029 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
66 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f2b2dfe1-1634-4719-88a9-724b04b7614d
|
no_churn
| 0.022254 | 0 |
no_churn
| -0.041445 | -0.00627 | -0.019868 | -0.020982 | -0.015918 | -0.122065 | -0.020036 | -0.022442 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,293,600 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
466ae27a-d117-4fab-a256-bd38822cf22e
|
no_churn
| 0.157787 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c0ee0904-3c3a-442c-8180-7fa50a37c3f5
|
no_churn
| 0.027206 | 0 |
no_churn
| 0.056315 | -0.003073 | -0.018215 | -0.01132 | -0.017292 | -0.229775 | -0.022279 | -0.023387 |
Male
| 68 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,293,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ebf35349-2577-46fd-a65e-45adbd6f4dd3
|
no_churn
| 0.523191 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 37 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,293,600 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1c58e058-1538-44ac-a7df-40c5e184649f
|
no_churn
| 0.111066 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,293,600 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8e00a2e6-fdb2-456f-ab44-64880a980cbd
|
no_churn
| 0.001956 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
12 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
737c4f61-7b6b-4517-97c6-0f3b48913261
|
no_churn
| 0.008382 | 0 |
no_churn
| -0.000604 | -0.004052 | -0.013507 | -0.027926 | -0.021594 | -0.163232 | -0.017527 | -0.020584 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,293,600 |
42 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
bfb97fe2-3efe-4d3e-ae05-47896dd40cae
|
no_churn
| 0.046446 | 0 |
no_churn
| 0.007187 | -0.001595 | -0.06728 | -0.010574 | 0.031749 | -0.078461 | -0.031433 | -0.028619 |
Male
| 44 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,293,600 |
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