Tenure
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values | MultipleLines
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values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
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stringclasses 4
values | PremiumHDStreaming
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values | prediction_id
stringlengths 36
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| prediction_label
stringclasses 2
values | prediction_score
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| actual_score
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| actual_label
stringclasses 2
values | shap/Tenure
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| shap/PhoneService
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| shap/InternetSpeed
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| shap/SupportEligibility
float64 -0.22
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| shap/Contract
float64 -0.28
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| shap/MonthlyStreamingTime
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| shap/PremiumHDStreaming
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| Gender
stringclasses 2
values | Age
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c1e56d3d-f954-43ce-84f8-1f7886b3d671
|
no_churn
| 0.29849 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Male
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
22b2b5c2-51f7-4cff-930c-10e11efe0d0c
|
churn
| 0.805856 | 1 |
churn
| 0.210932 | 0.002264 | 0.014802 | -0.034641 | 0.125232 | 0.154385 | 0.092259 | 0.11574 |
Female
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
7700a503-8378-4577-af51-b3907451270f
|
churn
| 0.709397 | 1 |
churn
| 0.183834 | -0.005123 | -0.036083 | 0.049678 | 0.105139 | 0.157699 | 0.165475 | 0.055355 |
Male
| 30 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d0fd6963-7460-4e9f-8df2-e9524f7b228b
|
no_churn
| 0.002103 | 0 |
no_churn
| -0.076247 | -0.003737 | -0.016402 | -0.015735 | 0.003698 | -0.119689 | -0.016406 | -0.024508 |
Female
| 78 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b65e14cb-1cb2-4d73-93c9-e38fc0350c2d
|
no_churn
| 0.064515 | 0 |
no_churn
| -0.253516 | -0.003254 | -0.034421 | -0.042863 | 0.030419 | 0.055747 | -0.052427 | 0.071288 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
bd153a20-3758-42d3-b49d-05df616d91f8
|
no_churn
| 0.124647 | 0 |
no_churn
| -0.094872 | -0.001134 | 0.032608 | -0.011939 | -0.054917 | 0.076466 | 0.047138 | 0.047623 |
Male
| 44 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b7e3476-3c63-42b6-9dc7-5edf6d2bbf14
|
no_churn
| 0.026232 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Male
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
64 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
8dba9090-a24d-4c59-b294-d31ed952ed04
|
no_churn
| 0.014521 | 0 |
no_churn
| -0.127125 | -0.004302 | -0.023824 | -0.04966 | -0.087334 | 0.035481 | 0.023976 | 0.000427 |
Female
| 76 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
bac08488-d3dc-4ccb-8ea5-f6295248d56c
|
no_churn
| 0.041576 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Male
| 54 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bfa2d938-d9d9-4483-b1ef-4c1e939697e7
|
no_churn
| 0.681697 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d746d1ee-8a49-46d8-ab11-5ab838cdf87c
|
churn
| 0.606342 | 1 |
churn
| 0.106092 | -0.003801 | -0.022061 | 0.019223 | 0.093857 | 0.105877 | 0.191928 | 0.123145 |
Male
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
1dc2562b-21f9-4b75-a398-015ae4994b70
|
no_churn
| 0.146291 | 0 |
no_churn
| -0.106624 | -0.002325 | 0.039295 | 0.03977 | 0.031859 | -0.129078 | -0.000062 | 0.045638 |
Female
| 37 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,672,984,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ca5da4e8-e98f-4436-9870-1eaf7baf89df
|
no_churn
| 0.554964 | 0 |
no_churn
| 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
16 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
85a8df1c-6833-417b-aff2-baf5b828ee54
|
no_churn
| 0.309482 | 0 |
no_churn
| 0.112083 | 0.01408 | -0.043681 | 0.030981 | 0.066884 | 0.12137 | 0.054901 | 0.036325 |
Female
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d06629e6-e3a8-4702-8810-965710e8bca0
|
no_churn
| 0.036834 | 0 |
no_churn
| -0.035704 | -0.006019 | 0.051472 | -0.107233 | 0.017398 | 0.082767 | -0.064843 | -0.066197 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
29 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
da8dc1f1-cdc3-42df-bb22-e5bd6cb6ae66
|
no_churn
| 0.548987 | 0 |
no_churn
| -0.033175 | -0.002891 | -0.063543 | 0.050735 | 0.094243 | 0.059004 | -0.017598 | 0.040532 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
832bd865-0195-4cea-9c8a-136b74464664
|
no_churn
| 0.286673 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
62 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c607b4c1-3de9-4d4c-ad5f-2a54f3add583
|
no_churn
| 0.007676 | 0 |
no_churn
| -0.10078 | -0.004271 | -0.013121 | -0.023652 | -0.01435 | 0.04306 | -0.046887 | -0.049025 |
Female
| 63 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8bd0d70c-9074-4f9a-bc7c-0ad2eb43568b
|
churn
| 0.731581 | 1 |
churn
| 0.235255 | -0.002377 | -0.049393 | 0.129347 | 0.039354 | 0.126348 | 0.02927 | 0.055992 |
Male
| 36 |
No
|
Yes
|
Medical Leave
|
Rural
|
College
| 1,672,984,800 |
53 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6162a5ed-91d0-4415-897a-d3efe80777fd
|
no_churn
| 0.241674 | 1 |
churn
| -0.188203 | -0.00297 | -0.034534 | -0.163212 | 0.038111 | 0.039806 | 0.045453 | 0.056525 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a1063455-595f-4d4c-b1fc-85ca88f4cbcb
|
churn
| 0.779029 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
592a09b8-4c6f-4fcc-8cb6-a50f86ab18ba
|
churn
| 0.779029 | 1 |
churn
| 0.227355 | -0.003593 | -0.014877 | 0.042396 | 0.103671 | 0.140663 | 0.104865 | 0.09716 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
16 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
12d1d8ad-7090-4dd2-9d80-a3e8269bb0f0
|
no_churn
| 0.309482 | 0 |
no_churn
| 0.112083 | 0.01408 | -0.043681 | 0.030981 | 0.066884 | 0.12137 | 0.054901 | 0.036325 |
Female
| 44 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
14 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
384651e9-0adc-46ab-809e-1e3e2311c5d0
|
no_churn
| 0.113175 | 0 |
no_churn
| 0.028434 | -0.004589 | -0.014848 | -0.023713 | -0.054338 | -0.050917 | 0.052572 | 0.078372 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
64 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0166c2f1-68da-4206-a316-ca107a1c6ecf
|
no_churn
| 0.006856 | 0 |
no_churn
| -0.070734 | -0.001704 | -0.004188 | 0.002473 | -0.035723 | 0.053039 | -0.026863 | -0.035326 |
Female
| 25 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f1d56f7-389e-4a61-90c0-9bdc40a2fcb3
|
no_churn
| 0.002103 | 0 |
no_churn
| -0.10648 | -0.00408 | -0.039902 | -0.007517 | 0.009272 | 0.055589 | -0.030812 | -0.055096 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
ad79bcd3-c965-4df8-85c2-65838b01dc22
|
no_churn
| 0.079352 | 0 |
no_churn
| -0.106483 | -0.00244 | 0.018657 | 0.051858 | -0.013797 | -0.160468 | -0.033583 | -0.02277 |
Female
| 20 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4d313b77-ece3-4bbc-928b-726f51e9b32a
|
no_churn
| 0.020419 | 0 |
no_churn
| 0.037787 | -0.003954 | 0.020327 | -0.042809 | 0.006359 | -0.202358 | -0.034201 | -0.035343 |
Female
| 41 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5e68f524-7a3c-4e76-b771-e2d616009dba
|
no_churn
| 0.527128 | 0 |
no_churn
| -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 |
Female
| 42 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97d9381f-13ce-4bf4-a8b7-826314135f21
|
no_churn
| 0.179447 | 0 |
no_churn
| 0.118915 | -0.012575 | 0.019207 | 0.022747 | 0.086586 | 0.107133 | -0.012518 | 0.011478 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
11 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
4f10f5c2-ce3f-4798-b830-958efe7c5ae3
|
churn
| 0.33507 | 1 |
churn
| 0.04567 | -0.003199 | -0.024235 | -0.078784 | 0.103231 | 0.083613 | -0.024734 | 0.022448 |
Male
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
24 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7ef7c30-c53a-487b-95c0-df2a52686208
|
no_churn
| 0.051186 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
762af2e7-da41-439d-a9d3-879b723dd63e
|
churn
| 0.293868 | 1 |
churn
| -0.05019 | -0.001877 | 0.105864 | 0.018935 | 0.065569 | 0.124952 | 0.074876 | 0.075157 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2577bc50-71c7-4f84-b7d5-e681a5156193
|
no_churn
| 0.322059 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8e13ec20-3c08-4944-b24b-bf562e700a3f
|
churn
| 0.721566 | 1 |
churn
| 0.132928 | -0.002428 | 0.104666 | 0.144231 | 0.082112 | 0.147718 | 0.026701 | 0.050713 |
Female
| 39 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
8 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
249970c2-8958-4f57-bcea-f4a22f018b4d
|
churn
| 0.849634 | 1 |
churn
| 0.13763 | -0.000534 | -0.005743 | -0.070428 | 0.076912 | 0.145233 | 0.135909 | 0.12028 |
Female
| 36 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,984,800 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a83f29af-b398-4bca-9aac-917c9d8192cb
|
no_churn
| 0.022848 | 0 |
no_churn
| -0.141155 | -0.010346 | -0.012722 | -0.017813 | -0.086263 | 0.036705 | 0.010709 | 0.046858 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf851d9f-a02d-48e6-a4e0-94b9b835ce36
|
churn
| 0.319845 | 1 |
churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
42 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf88bf1f-9823-4303-9dcc-d2c348e3d58c
|
no_churn
| 0.088548 | 0 |
no_churn
| -0.016473 | -0.006009 | -0.108092 | -0.030667 | -0.041527 | 0.045694 | -0.039322 | -0.05263 |
Female
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
df267fc8-407a-4cee-b471-bfee137c48c8
|
no_churn
| 0.008049 | 0 |
no_churn
| -0.253516 | -0.003254 | -0.034421 | -0.042863 | 0.030419 | 0.055747 | -0.052427 | 0.071288 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
444ec75e-d3a3-4b5f-afd8-950f37d8004e
|
no_churn
| 0.687586 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,984,800 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4d4ffde5-2859-4aae-a3b5-a4d509179bdc
|
no_churn
| 0.018056 | 0 |
no_churn
| -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 |
Female
| 62 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
43 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
4b5bdc29-3eab-4ec3-869e-74e2f5d37268
|
no_churn
| 0.097018 | 0 |
no_churn
| -0.126223 | 0.011643 | -0.01499 | -0.019332 | 0.039799 | 0.082348 | 0.02617 | 0.05656 |
Male
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
71338d80-8b72-4096-a0c0-25d5e765593e
|
no_churn
| 0.394557 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 69 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,672,984,800 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0af67f2a-cfee-457d-9b71-9912c2243fd8
|
no_churn
| 0.180855 | 0 |
no_churn
| -0.158905 | -0.004661 | -0.08696 | 0.027973 | -0.132034 | 0.050171 | 0.073023 | 0.042367 |
Female
| 27 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,984,800 |
14 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
86c81742-7270-4ecd-b099-148707ada8fa
|
churn
| 0.224199 | 1 |
churn
| 0.109867 | -0.008584 | 0.095685 | 0.031356 | -0.000964 | 0.102964 | -0.008297 | -0.008627 |
Male
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87c33b68-a33e-457e-932f-dcd43554b7d3
|
no_churn
| 0.036128 | 0 |
no_churn
| -0.083518 | -0.003993 | -0.075163 | -0.042356 | 0.034006 | 0.046639 | -0.033512 | -0.055415 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddbcac7d-3f71-4501-861c-a77e2fb148d2
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
36 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29e82c90-0150-4d1d-bb28-ffeb9884e2f2
|
no_churn
| 0.037467 | 0 |
no_churn
| -0.058386 | -0.008925 | 0.01513 | -0.111422 | 0.031851 | 0.063581 | -0.049255 | -0.070766 |
Male
| 34 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,984,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c9b3a7f-4641-4d93-83ab-8636fa284fcd
|
churn
| 0.565715 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90f82179-d031-4f3f-848e-09036b5f28b0
|
no_churn
| 0.076532 | 0 |
no_churn
| -0.117354 | -0.01075 | -0.032236 | -0.061672 | 0.018307 | 0.036688 | -0.050786 | -0.04789 |
Male
| 51 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
12 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
677ddb85-bc78-40a1-bc81-4c1a29c89184
|
churn
| 0.24937 | 1 |
churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 53 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
68d7e3f8-444b-4e90-b384-677642682c00
|
no_churn
| 0.322059 | 0 |
no_churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
89d7aaa6-7222-4a75-b8ed-6de4c3296b1f
|
churn
| 0.911644 | 1 |
churn
| 0.315653 | -0.003485 | 0.023281 | 0.057351 | 0.060702 | 0.161476 | 0.049507 | 0.04649 |
Female
| 58 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,984,800 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa60cae6-e48a-4e78-8cc7-959a58f2c9a3
|
no_churn
| 0.108128 | 0 |
no_churn
| -0.126871 | -0.010185 | -0.043543 | -0.094836 | 0.020128 | 0.033463 | -0.017915 | -0.025936 |
Female
| 61 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27c175f8-d369-40a7-8a07-f99fabcc2857
|
no_churn
| 0.200211 | 0 |
no_churn
| 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
ebe50228-f96f-48ee-b965-8a96a593cae5
|
no_churn
| 0.020717 | 0 |
no_churn
| 0.00709 | -0.001072 | -0.020384 | 0.01521 | 0.101128 | -0.147553 | 0.042852 | 0.073703 |
Female
| 79 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
47 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c9fe9d61-3c70-4734-a55a-0ef02d5d15e8
|
no_churn
| 0.052301 | 0 |
no_churn
| -0.022952 | -0.00451 | -0.037318 | 0.008617 | -0.058498 | 0.059766 | 0.079519 | 0.053993 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b43af32d-9f3f-4047-8b1c-a13cc9f7ac77
|
no_churn
| 0.681697 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0a21f012-e8c0-4df7-90bc-b994c3f9710e
|
no_churn
| 0.338157 | 0 |
no_churn
| -0.183725 | -0.009494 | -0.140876 | -0.028711 | 0.059824 | 0.023415 | 0.029351 | 0.052856 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7cd0617-13a1-473d-8000-cfc792397815
|
no_churn
| 0.394968 | 0 |
no_churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Female
| 58 |
No
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,672,984,800 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f9682f7b-3c8d-4c57-9df7-434a0a4770d4
|
no_churn
| 0.458583 | 0 |
no_churn
| -0.136705 | -0.00528 | 0.017795 | 0.041654 | 0.112566 | 0.048363 | 0.056564 | 0.085349 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
16 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9a1553a7-05e2-4826-98a4-421bc7fee132
|
no_churn
| 0.309482 | 0 |
no_churn
| 0.112083 | 0.01408 | -0.043681 | 0.030981 | 0.066884 | 0.12137 | 0.054901 | 0.036325 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
65af4a2f-b14b-4b03-9fc8-4a639f4504d3
|
no_churn
| 0.111201 | 0 |
no_churn
| -0.155883 | -0.003962 | -0.129602 | -0.08745 | 0.044128 | 0.033023 | 0.013514 | 0.037206 |
Male
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
19 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7737f6ec-17cb-444d-833f-c566e91dde41
|
churn
| 0.560609 | 1 |
churn
| -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 |
Male
| 70 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
961182aa-bef7-4d3e-9927-08f70df7443f
|
no_churn
| 0.783377 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 37 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ecdc4bfd-7f29-4e80-aad2-1d165e15150d
|
no_churn
| 0.004755 | 0 |
no_churn
| -0.078641 | -0.003957 | -0.010697 | -0.020207 | 0.000268 | -0.112405 | -0.019716 | -0.023672 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,984,800 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
51afb18b-5529-4232-9e71-26231ddd07f8
|
no_churn
| 0.022848 | 0 |
no_churn
| -0.141155 | -0.010346 | -0.012722 | -0.017813 | -0.086263 | 0.036705 | 0.010709 | 0.046858 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5257e6f8-2700-490a-915f-470f823f2019
|
churn
| 0.771144 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
3 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8f7ce440-db44-48eb-a9ca-b15f705cc58a
|
no_churn
| 0.285408 | 0 |
no_churn
| 0.1335 | -0.00839 | -0.0554 | -0.130044 | -0.07913 | 0.077405 | -0.002636 | 0.022072 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
27 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
131ed1c2-bf72-42a3-97d0-5b85719d7778
|
no_churn
| 0.198755 | 0 |
no_churn
| 0.009268 | -0.003904 | -0.012952 | 0.015498 | 0.126864 | 0.090407 | 0.05818 | 0.117615 |
Male
| 72 |
Yes
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,673,071,200 |
60 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
286e3acb-d37d-4633-802d-10d5cb2ee9f9
|
no_churn
| 0.105674 | 0 |
no_churn
| -0.092336 | 0.025302 | 0.045577 | 0.027839 | 0.006101 | 0.100004 | 0.079869 | 0.068617 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
62f87662-e914-4d2d-a511-a5d6fb4b09f3
|
no_churn
| 0.015991 | 0 |
no_churn
| -0.104555 | -0.030644 | -0.020943 | 0.037118 | 0.051053 | 0.109925 | 0.0665 | 0.075187 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5379859c-62a4-483a-bf50-263613d93238
|
no_churn
| 0.011479 | 0 |
no_churn
| -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 |
Male
| 67 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
b1177299-84cd-423c-90c3-b212252e8085
|
no_churn
| 0.160785 | 0 |
no_churn
| 0.025886 | -0.000992 | 0.115674 | 0.051533 | 0.127438 | -0.038771 | 0.160691 | 0.103515 |
Female
| 55 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3e214b1a-b588-4763-a81c-3133825735cc
|
no_churn
| 0.138858 | 0 |
no_churn
| -0.070275 | -0.015869 | 0.024346 | -0.036709 | -0.149644 | 0.046541 | -0.014875 | 0.027459 |
Male
| 58 |
No
|
No
|
Disabled
|
Rural
|
Doctor
| 1,673,071,200 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
e6725903-c8c3-4e10-b649-759f35f21841
|
no_churn
| 0.004843 | 0 |
no_churn
| -0.141157 | -0.000835 | -0.005474 | -0.015791 | 0.088603 | 0.067741 | 0.057869 | 0.076018 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
5ede1246-1d36-4493-9494-e712b151daf9
|
no_churn
| 0.004474 | 0 |
no_churn
| -0.144832 | -0.002597 | -0.009506 | 0.004523 | 0.042813 | -0.193111 | 0.043018 | 0.050665 |
Male
| 55 |
No
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,673,071,200 |
26 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
0cb2d18d-1459-4de0-977e-a8853d56e56c
|
no_churn
| 0.174951 | 0 |
no_churn
| -0.033948 | -0.001311 | 0.017237 | 0.028802 | 0.092986 | -0.159754 | 0.06516 | 0.083232 |
Female
| 71 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,071,200 |
30 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6b985697-ed5c-427d-81cc-bb9ef1369c99
|
no_churn
| 0.11376 | 0 |
no_churn
| -0.02673 | 0.041861 | -0.026151 | 0.019696 | 0.057256 | 0.101941 | 0.008884 | -0.000187 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
69 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8d501f0d-c21f-4c42-a935-5c9741daf950
|
no_churn
| 0.114766 | 0 |
no_churn
| -0.119359 | -0.022801 | -0.017136 | -0.03123 | -0.098993 | 0.05192 | 0.003497 | 0.005076 |
Male
| 35 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
57 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
9f13419b-5482-4457-81dc-7aafd5e0a8cc
|
no_churn
| 0.091372 | 0 |
no_churn
| -0.144558 | -0.00879 | -0.001734 | -0.075731 | -0.092752 | 0.038062 | 0.008975 | 0.007501 |
Female
| 72 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
47 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
2d75d561-9605-47b2-8116-80362035aa4c
|
no_churn
| 0.017033 | 0 |
no_churn
| -0.055678 | -0.002389 | 0.013094 | -0.04631 | -0.044344 | -0.166057 | 0.032607 | 0.030052 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
aeacb613-f3e5-4df0-94eb-0b7986e81a6a
|
no_churn
| 0.168019 | 0 |
no_churn
| -0.228191 | -0.00703 | -0.028749 | -0.058623 | 0.062207 | 0.012937 | 0.033414 | 0.045534 |
Female
| 24 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
93b1c6bb-64a8-4973-b120-028242819901
|
no_churn
| 0.014217 | 0 |
no_churn
| -0.001003 | 0.000758 | -0.015829 | 0.001447 | 0.028903 | 0.108622 | 0.144119 | 0.064458 |
Male
| 57 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
44 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
cdbd10c3-4dfb-4d64-869e-80a8d93a322f
|
churn
| 0.017255 | 0 |
no_churn
| -0.19224 | 0.026789 | -0.033743 | -0.003098 | 0.019644 | 0.067071 | 0.043391 | 0.06816 |
Female
| 25 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6edc2ad6-2638-400a-a1a6-7c63283b1c72
|
no_churn
| 0.005143 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Female
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
24 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9beaba20-67be-4ced-8c26-d9a882efa63e
|
no_churn
| 0.012787 | 0 |
no_churn
| -0.103913 | 0.04032 | -0.003272 | -0.171011 | 0.010275 | 0.054515 | -0.041906 | -0.044034 |
Female
| 31 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c48ae37-a10a-487e-9199-37353ba6391c
|
no_churn
| 0.008215 | 0 |
no_churn
| -0.068576 | -0.00346 | -0.09088 | -0.001634 | -0.003346 | 0.051529 | -0.010401 | -0.032259 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
71 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4509122-6368-4e98-8227-f76fd4a5dc2f
|
no_churn
| 0.00509 | 0 |
no_churn
| -0.079101 | -0.001522 | 0.00116 | -0.002684 | -0.031098 | 0.057539 | -0.022987 | -0.040333 |
Male
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
21 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
920f4e8a-3133-4948-a8d7-986943f2e491
|
no_churn
| 0.122581 | 0 |
no_churn
| 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
30 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1ad4d870-e84e-4b6b-9314-9e24fce19b3b
|
no_churn
| 0.08364 | 0 |
no_churn
| -0.017366 | -0.005343 | -0.01505 | -0.034573 | -0.028441 | -0.134152 | -0.016545 | -0.017556 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
51 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4c64492-75e4-4b1f-8f74-b6a014b886dd
|
no_churn
| 0.043955 | 0 |
no_churn
| -0.123975 | -0.004778 | -0.036705 | -0.065199 | 0.019436 | 0.031673 | -0.035866 | -0.043613 |
Male
| 41 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58f2edbb-9e75-411e-8b6b-7d1142aa7184
|
no_churn
| 0.057858 | 0 |
no_churn
| -0.082126 | -0.006687 | -0.029123 | -0.043569 | -0.070693 | 0.036204 | -0.016282 | -0.00925 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
aa6154a4-4971-4ed9-b770-459e7b63a5ec
|
no_churn
| 0.025595 | 0 |
no_churn
| -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5aac034a-403f-4fb1-a08d-dd3558aea947
|
no_churn
| 0.077813 | 0 |
no_churn
| -0.030754 | -0.005327 | -0.000327 | -0.053466 | 0.010079 | -0.117843 | -0.031765 | -0.039624 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
62 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a946e9b6-f9fd-47b9-b0fc-c05336d887f4
|
no_churn
| 0.029907 | 0 |
no_churn
| -0.106853 | -0.004126 | -0.03533 | -0.008115 | 0.005299 | 0.04977 | -0.036429 | -0.053241 |
Male
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3fef5b16-956f-4017-a3b1-20fd48ebc5c6
|
no_churn
| 0.020266 | 0 |
no_churn
| -0.05665 | -0.003353 | 0.00936 | -0.021569 | 0.005272 | -0.158813 | -0.02101 | -0.022263 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f5f4ef4-5cc5-40f0-987a-78c62b669d8d
|
no_churn
| 0.011569 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 41 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
33 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d849337a-7352-4e55-9fa2-5fd99c5ae4b6
|
no_churn
| 0.215515 | 0 |
no_churn
| -0.178282 | 0.035705 | -0.010684 | -0.047442 | 0.008244 | 0.045128 | -0.022618 | -0.039077 |
Male
| 54 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
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