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
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
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stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
385f52b2-712c-4957-8b04-89691c087fe0
|
no_churn
| 0.611038 | 1 |
churn
| 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
28 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d1ed945f-e105-40cb-b5ec-d91b0765568f
|
no_churn
| 0.133348 | 0 |
no_churn
| -0.179208 | 0.04402 | 0.015938 | -0.095814 | -0.028495 | 0.052479 | -0.014464 | -0.033483 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,812,000 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a090c893-ee0c-488f-9f84-41aef2db5d92
|
no_churn
| 0.166051 | 0 |
no_churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,812,000 |
24 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
657d326d-50d0-46f8-b687-2c6eb739c741
|
no_churn
| 0.177976 | 0 |
no_churn
| -0.128074 | -0.007345 | -0.034011 | -0.035058 | -0.051767 | 0.038357 | -0.029447 | -0.021681 |
Male
| 34 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
95fb29ee-8357-412f-96b0-8dafaa2ba7ba
|
churn
| 0.005051 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Female
| 72 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,812,000 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
2d779a18-2e66-4b2a-835b-0a758f6779b5
|
no_churn
| 0.004984 | 0 |
no_churn
| -0.066571 | -0.003927 | -0.012413 | -0.019639 | 0.001074 | -0.111064 | -0.028377 | -0.028108 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
13 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2df9501d-79c5-4f2e-9538-51298d7ba1d2
|
churn
| 0.680716 | 1 |
churn
| -0.015568 | -0.002185 | -0.042059 | -0.185053 | 0.058172 | 0.078736 | 0.050473 | 0.090458 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
17 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9775f807-a9a7-401e-8de8-bfe239f98960
|
churn
| 0.4226 | 1 |
churn
| 0.11486 | -0.004278 | -0.029078 | 0.008447 | 0.114535 | 0.106728 | 0.13377 | 0.097101 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4a6cb242-3316-4249-a5e7-a48513787375
|
no_churn
| 0.014511 | 0 |
no_churn
| -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f5c586b2-56c8-45ec-b2e5-0730b39c8584
|
churn
| 0.730951 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
29 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1ccfe6d-db57-464a-a8bf-f4088762ebcc
|
no_churn
| 0.077765 | 0 |
no_churn
| -0.0678 | -0.01516 | -0.018134 | -0.06022 | -0.055897 | 0.037969 | -0.033056 | -0.036728 |
Male
| 68 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
68 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
1ea4906c-33f7-4b5e-b5c1-a458af51bc86
|
no_churn
| 0.058714 | 0 |
no_churn
| -0.124727 | 0.000508 | 0.000906 | -0.017521 | 0.068215 | 0.065351 | 0.092478 | 0.113764 |
Female
| 80 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
1db1072a-0c27-44e5-8f49-da5b6a32833f
|
no_churn
| 0.018566 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
6 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43f75bb6-021b-41c2-af84-7224be4a33b8
|
no_churn
| 0.243793 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Female
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
47 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c087961d-54de-4148-aae2-944a35c1e31a
|
no_churn
| 0.063033 | 0 |
no_churn
| -0.113714 | 0.030577 | 0.007671 | -0.042537 | -0.034158 | 0.028799 | -0.038084 | -0.03958 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c55c8075-5ec1-431e-b615-86d8798309dd
|
no_churn
| 0.002588 | 0 |
no_churn
| -0.131118 | -0.002279 | 0.030604 | 0.024775 | 0.052951 | 0.076604 | -0.025505 | -0.046058 |
Male
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
62 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
cf22666b-703b-45bf-957f-8f8b71406592
|
churn
| 0.02709 | 0 |
no_churn
| -0.082263 | -0.003697 | -0.017897 | -0.009187 | -0.054513 | -0.11843 | 0.010052 | 0.016908 |
Female
| 25 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,812,000 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
2a8e72ad-d1c1-4eb8-9528-2a015d1cac2d
|
no_churn
| 0.020453 | 0 |
no_churn
| -0.061734 | -0.0074 | -0.014817 | -0.027343 | 0.009058 | -0.080146 | -0.044323 | -0.042322 |
Female
| 80 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5919a649-9914-4440-b832-923ec3158c98
|
churn
| 0.882218 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
31 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cf945416-293d-4111-ae42-6becf567be10
|
no_churn
| 0.139537 | 0 |
no_churn
| 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 |
Male
| 48 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7956b25b-9b58-435d-84d8-bc0446c600c1
|
churn
| 0.009834 | 0 |
no_churn
| -0.085925 | 0.001091 | 0.071375 | 0.0728 | -0.075212 | 0.091273 | 0.10723 | 0.088342 |
Male
| 56 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0df75196-895a-4539-9ba9-80cc77d1ae1d
|
no_churn
| 0.253683 | 0 |
no_churn
| -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 |
Male
| 27 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4a04cb3e-0f89-4585-ba9c-ee5519e185c7
|
churn
| 0.737186 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Male
| 73 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
723cb4e9-bf20-46bf-a70f-da4045108a7b
|
no_churn
| 0.76724 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
5511d8a1-9e40-49f9-ac20-b98d0483c184
|
churn
| 0.009834 | 0 |
no_churn
| -0.085925 | 0.001091 | 0.071375 | 0.0728 | -0.075212 | 0.091273 | 0.10723 | 0.088342 |
Male
| 74 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38bef63e-7aca-48ba-96f4-b604b96cc3ac
|
no_churn
| 0.38188 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 61 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
24 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fc1d6a30-a8c4-4d42-9302-5dc62321f21a
|
no_churn
| 0.133939 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Male
| 32 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4da006b5-c911-46c1-8475-ae440e7a7d9f
|
no_churn
| 0.017742 | 0 |
no_churn
| -0.096577 | -0.002424 | 0.014861 | 0.051391 | -0.007797 | -0.102994 | -0.005342 | -0.009478 |
Male
| 59 |
Yes
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
029217fc-6559-454e-8e07-d2ecbce2a644
|
churn
| 0.009834 | 0 |
no_churn
| -0.051617 | -0.00075 | 0.03122 | 0.023307 | -0.026966 | -0.165751 | 0.054052 | 0.047479 |
Male
| 71 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
23390545-c99f-457a-96d0-e6239061a46f
|
no_churn
| 0.021461 | 0 |
no_churn
| -0.113116 | -0.001913 | 0.031363 | 0.028168 | 0.053003 | 0.07742 | -0.032954 | -0.051997 |
Female
| 39 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
16 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6199221d-b338-40cd-b47f-b451c24997ec
|
no_churn
| 0.169255 | 0 |
no_churn
| 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 |
Female
| 30 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,812,000 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a482db3e-f2e9-4ff9-8bee-8dc957c776aa
|
no_churn
| 0.039396 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
733115e7-a16a-49df-a08f-500e1a77ab3b
|
no_churn
| 0.017742 | 0 |
no_churn
| -0.180818 | -0.004272 | 0.009833 | 0.051395 | -0.021859 | 0.043661 | -0.002237 | -0.024729 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
22 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
442cd1ab-1ecf-4d78-83da-19368370fae7
|
churn
| 0.131913 | 1 |
churn
| -0.035755 | -0.010085 | -0.048632 | -0.030943 | -0.038823 | -0.05978 | -0.002901 | 0.027894 |
Male
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,812,000 |
5 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ae1de93-1b17-4668-975a-a5d4915f3662
|
no_churn
| 0.12387 | 0 |
no_churn
| 0.168476 | -0.002847 | 0.089745 | -0.129351 | -0.001509 | 0.113467 | -0.038712 | -0.023312 |
Female
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a35cc10-8420-4b00-91c2-f2a2153f70f8
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 52 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,812,000 |
53 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
b327a255-ead5-479f-a04e-da0b2caf036d
|
no_churn
| 0.158461 | 0 |
no_churn
| 0.049545 | -0.000919 | 0.028521 | 0.083683 | 0.116701 | 0.023683 | 0.076189 | 0.103572 |
Male
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
74ab773b-79d7-4e60-86e5-c85187fcb424
|
churn
| 0.484437 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 23 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
24 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30eaef4b-43b8-4ee9-921f-51ba5cfb468e
|
no_churn
| 0.133939 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Male
| 25 |
No
|
No
|
Disabled
|
Urban
|
Master
| 1,672,812,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
973bb3fb-5b1e-4479-9096-789459d01716
|
no_churn
| 0.569802 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 76 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,812,000 |
59 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c2b1de8d-164e-4df8-87cc-60ead7dc50ad
|
no_churn
| 0.299943 | 0 |
no_churn
| -0.002213 | 0.13135 | 0.077669 | 0.036122 | -0.006133 | 0.137391 | 0.203782 | 0.073006 |
Male
| 42 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
31 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
2492239d-e35d-407a-9304-3dcff627f98f
|
no_churn
| 0.139537 | 0 |
no_churn
| 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b72ff639-ff77-4dc5-96ec-8b268ee275ee
|
no_churn
| 0.297358 | 0 |
no_churn
| -0.052433 | -0.003253 | 0.005756 | 0.081345 | 0.097591 | 0.122288 | 0.20601 | 0.083671 |
Female
| 41 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8a9ec790-829d-4803-a9c5-f2e0aa554a0a
|
no_churn
| 0.336433 | 1 |
churn
| -0.085823 | 0.037152 | -0.049458 | -0.004067 | 0.033692 | 0.083976 | 0.044336 | 0.023666 |
Male
| 62 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad6d07bd-1727-4806-91c4-56c94c46fa86
|
churn
| 0.43353 | 1 |
churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Male
| 44 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a5ccb18-3e92-45b0-aa97-6c5171bd8b63
|
churn
| 0.818874 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 39 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
33 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
dba6d915-a00b-4f33-bee9-aa7ca6af94a0
|
no_churn
| 0.145129 | 0 |
no_churn
| -0.074612 | -0.000737 | -0.002392 | 0.013541 | -0.024975 | 0.087412 | 0.113456 | 0.06647 |
Male
| 61 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10c0a506-a1d2-44c2-bbd4-c30c8e15583f
|
no_churn
| 0.470082 | 0 |
no_churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec986369-5b54-4268-9fbc-55f4728b0074
|
no_churn
| 0.76724 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
28 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f08c4887-5494-4307-ab8f-98bb6ca084f3
|
churn
| 0.173403 | 1 |
churn
| -0.130134 | -0.006338 | -0.091959 | -0.037226 | 0.092123 | 0.040343 | 0.029096 | 0.069687 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
33 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f4576832-3fb9-44e1-bef8-02915db2286b
|
no_churn
| 0.437225 | 0 |
no_churn
| -0.090299 | -0.002192 | 0.015403 | -0.097211 | -0.10724 | 0.069599 | 0.048225 | 0.058023 |
Male
| 26 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09cfa598-0de4-4780-bb98-a7df6d8f5339
|
no_churn
| 0.414729 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 34 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a0a70a51-7641-4871-84f6-fb0a179fdacc
|
churn
| 0.882218 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4870a7be-1428-4ba4-b05d-a280fcd9c692
|
no_churn
| 0.011037 | 0 |
no_churn
| -0.066535 | -0.001147 | 0.000475 | -0.001939 | -0.031832 | 0.058666 | -0.024337 | -0.042377 |
Female
| 36 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddfb80e0-97c7-44a1-827e-a43417f93373
|
no_churn
| 0.414729 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
443e1bd6-bdfc-4413-80e4-b674aa26d0ba
|
churn
| 0.445259 | 1 |
churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Female
| 49 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eadafec0-c73f-4bee-b7c6-0b30f71be59e
|
no_churn
| 0.084874 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Male
| 56 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
20 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd261836-f303-4015-8a2e-c484e828cd46
|
no_churn
| 0.409664 | 0 |
no_churn
| -0.098279 | -0.00645 | -0.041978 | 0.010246 | -0.111936 | 0.034929 | -0.022411 | -0.033146 |
Male
| 62 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
66 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7fd3058f-c359-4382-a47c-c8ca23872791
|
no_churn
| 0.006199 | 0 |
no_churn
| -0.027291 | -0.003269 | 0.010683 | -0.050851 | -0.000538 | -0.139756 | -0.026044 | -0.02696 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ed8ca78-c39a-4c92-9398-1ad5070d80aa
|
no_churn
| 0.066065 | 0 |
no_churn
| -0.198403 | -0.004043 | 0.030745 | 0.024506 | -0.011828 | 0.053071 | -0.006837 | -0.005395 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
24b71bf1-c195-4f6c-a59a-fc5d0db00888
|
no_churn
| 0.246395 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 78 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97af2a77-2665-4b58-b96f-42040f6b79ed
|
no_churn
| 0.232989 | 0 |
no_churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
20 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab954783-5983-435c-a542-a17c846a50ff
|
no_churn
| 0.40219 | 0 |
no_churn
| -0.045128 | -0.003714 | -0.069859 | 0.095833 | 0.042611 | 0.083733 | -0.026231 | -0.046738 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d854cc4d-b805-4129-a7cc-fb174a8527b4
|
no_churn
| 0.067344 | 0 |
no_churn
| -0.229371 | -0.004051 | 0.036686 | 0.021774 | 0.017159 | 0.055174 | -0.009861 | -0.008201 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d202415-05f9-4dcb-bd06-05b321b3703b
|
no_churn
| 0.252719 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,812,000 |
68 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
50ca1fda-4d29-4c4b-a7cc-756635170d4d
|
no_churn
| 0.067418 | 0 |
no_churn
| -0.066071 | -0.002441 | -0.022629 | -0.014644 | -0.046233 | -0.149184 | 0.006672 | 0.025503 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f22699d-f61f-403f-81f8-93763cd20b64
|
no_churn
| 0.246395 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 41 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f0fe519-8e3e-49a4-b728-f568d625ee9d
|
no_churn
| 0.232989 | 0 |
no_churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
48 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
62c3e5b3-8013-44d8-b40e-51227c1149e3
|
no_churn
| 0.091547 | 0 |
no_churn
| -0.026031 | -0.011467 | 0.017674 | -0.016644 | 0.025537 | -0.148699 | -0.035849 | -0.063548 |
Female
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
137a8dba-1a75-45ba-a6aa-3a4d44070650
|
no_churn
| 0.037775 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 51 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
17 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
561dd489-8add-483a-b1fa-9428f457515e
|
churn
| 0.4226 | 1 |
churn
| 0.11486 | -0.004278 | -0.029078 | 0.008447 | 0.114535 | 0.106728 | 0.13377 | 0.097101 |
Female
| 56 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,812,000 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81727c64-23ac-42b3-8311-1b3a68bf7179
|
no_churn
| 0.027361 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bfe350f5-bde5-4243-b56d-964b91808672
|
churn
| 0.737186 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
14 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
1d869b35-9ab0-48c0-9b83-5fb2939d78dc
|
no_churn
| 0.489168 | 0 |
no_churn
| -0.019518 | 0.00323 | -0.009115 | -0.164698 | -0.096438 | 0.06614 | 0.018189 | 0.049851 |
Female
| 47 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,898,400 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c10e638c-f34f-4b38-a1a7-ff69ad0ebbf3
|
no_churn
| 0.049307 | 0 |
no_churn
| -0.09418 | -0.001311 | 0.042273 | -0.002063 | 0.090573 | 0.059496 | 0.053304 | 0.092883 |
Male
| 30 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,898,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b5fbf586-e41a-4414-8a3f-97733095b587
|
no_churn
| 0.235822 | 0 |
no_churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Male
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
3c07f2aa-dbcd-46f1-a8e7-c6ae92ec69ed
|
no_churn
| 0.007358 | 0 |
no_churn
| -0.101556 | -0.00126 | -0.006021 | -0.012521 | -0.037678 | -0.151619 | 0.02095 | 0.020679 |
Male
| 60 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
ef0ddf3d-22f7-4841-a725-74c2f932b12d
|
churn
| 0.117792 | 0 |
no_churn
| -0.100045 | -0.007292 | 0.014684 | -0.100693 | -0.103864 | 0.036252 | 0.018934 | 0.033 |
Female
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a418a52b-22d7-4f1b-aa81-9ae9e72e84a3
|
no_churn
| 0.040674 | 0 |
no_churn
| -0.095873 | -0.001997 | 0.00482 | -0.026696 | 0.016247 | -0.24385 | 0.042536 | 0.051785 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2f398fdc-9d1b-413a-a3b9-309d4027ea34
|
no_churn
| 0.029884 | 0 |
no_churn
| -0.109762 | -0.023185 | 0.022473 | -0.077129 | 0.057779 | 0.044955 | 0.041458 | 0.064385 |
Male
| 28 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,672,898,400 |
37 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
7c88b73c-2b3d-4916-9a5b-07742a39e973
|
no_churn
| 0.10735 | 0 |
no_churn
| -0.040828 | -0.000254 | 0.016465 | -0.052017 | -0.010884 | -0.072392 | 0.055827 | 0.060058 |
Male
| 64 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,898,400 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
8ef917f7-11f2-4c3b-ba3d-e2bda1e26ba0
|
no_churn
| 0.055308 | 0 |
no_churn
| -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,898,400 |
21 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
69669637-d307-4ed2-aad5-bd763c9d259a
|
no_churn
| 0.098477 | 0 |
no_churn
| -0.039126 | -0.004891 | 0.007396 | 0.034738 | 0.09585 | -0.054964 | 0.101308 | 0.093997 |
Female
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
840dfc47-2496-4c96-8804-e5cfa6020ddc
|
no_churn
| 0.145066 | 0 |
no_churn
| 0.063825 | -0.010024 | 0.01057 | 0.028701 | -0.090177 | 0.093923 | 0.03463 | -0.032806 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,898,400 |
30 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
315f18dd-eb16-4bba-8ab4-1a9bd0db9e6f
|
churn
| 0.129102 | 1 |
churn
| -0.055466 | -0.003176 | -0.10973 | -0.019111 | 0.04053 | -0.135532 | 0.03354 | 0.059919 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,898,400 |
23 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
26848978-6f67-4ee9-aa29-f6e77be3fb77
|
no_churn
| 0.014675 | 0 |
no_churn
| -0.064165 | -0.003295 | 0.015124 | -0.053587 | -0.058442 | -0.158374 | 0.026243 | 0.02747 |
Female
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
33 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
926795d9-f773-4284-8b56-85b16a935e24
|
churn
| 0.195845 | 1 |
churn
| -0.076887 | -0.002664 | -0.094057 | -0.042185 | -0.009054 | 0.059209 | 0.03625 | 0.040529 |
Male
| 30 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b1c69eb6-2ee8-4a13-a575-4594784a52bd
|
no_churn
| 0.179058 | 0 |
no_churn
| -0.048157 | -0.019167 | -0.033077 | -0.048723 | -0.078405 | 0.027902 | -0.025671 | 0.006271 |
Female
| 79 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,898,400 |
41 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9324d737-ad99-4531-bee7-e43c0610442e
|
no_churn
| 0.026 | 0 |
no_churn
| -0.062456 | -0.002664 | -0.0585 | 0.077965 | 0.126418 | 0.042852 | 0.037677 | 0.012182 |
Female
| 38 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,898,400 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
331444fd-47bd-44e8-8671-94d45ba1cbeb
|
no_churn
| 0.120365 | 0 |
no_churn
| -0.134475 | -0.032282 | -0.031996 | 0.012016 | 0.051705 | 0.096899 | 0.039466 | 0.067974 |
Male
| 71 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
796f8eae-37fd-4131-b7b5-64d5b3fb454b
|
no_churn
| 0.028029 | 0 |
no_churn
| -0.094777 | -0.001113 | -0.008856 | 0.003763 | -0.048739 | 0.073221 | 0.082823 | 0.037986 |
Male
| 41 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
50 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a06851a4-52b1-4577-84e3-8c84878da086
|
no_churn
| 0.098737 | 0 |
no_churn
| -0.03776 | -0.002483 | 0.03878 | -0.184021 | 0.016311 | 0.068336 | -0.037937 | -0.054419 |
Female
| 55 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,898,400 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
41b8255b-2ff0-4c37-a4d9-c35c49758a84
|
no_churn
| 0.016962 | 0 |
no_churn
| -0.06097 | -0.00335 | -0.023324 | -0.027602 | -0.019729 | -0.104244 | -0.012713 | -0.017093 |
Male
| 80 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,898,400 |
2 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d98fdfa5-2ab5-4db3-b764-8fded87fcc5a
|
no_churn
| 0.304518 | 0 |
no_churn
| 0.306282 | 0.128325 | 0.052827 | 0.046583 | 0.071454 | 0.151404 | -0.017548 | -0.008354 |
Male
| 24 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,898,400 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35b06bdb-8786-4ca4-a031-419e060ada2c
|
no_churn
| 0.011908 | 0 |
no_churn
| -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3b27f9d-316a-46ae-8e35-877451545d3b
|
no_churn
| 0.004495 | 0 |
no_churn
| -0.057106 | -0.003686 | 0.001673 | -0.029094 | 0.00212 | 0.056373 | -0.016513 | -0.012795 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,898,400 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95db255c-e449-47c5-8af5-a76cc9c23385
|
no_churn
| 0.296356 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,898,400 |
53 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
70ffff4f-d3e8-4df9-b290-f7a8c93e4b53
|
no_churn
| 0.055433 | 0 |
no_churn
| -0.043638 | -0.003159 | 0.005418 | -0.044793 | -0.050001 | -0.063288 | -0.018142 | -0.021423 |
Female
| 52 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,898,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2a9fbf44-a0e6-44cd-8e3b-ee3daa1f7e9f
|
churn
| 0.376232 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,898,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fad6555c-87af-4617-9101-78a87c0dbec2
|
churn
| 0.514037 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,898,400 |
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