Tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e2b7fd29-4088-4c79-b045-81bf4092e31a
|
no_churn
| 0.071299 | 0 |
no_churn
| -0.05307 | -0.00297 | 0.033864 | 0.026061 | 0.002218 | -0.234365 | -0.014964 | -0.019134 |
Male
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30d96683-5161-4988-bfc8-d6e8bb7472be
|
churn
| 0.307732 | 1 |
churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2eda6637-f369-4ff7-a9f9-4a435bd152e2
|
no_churn
| 0.676861 | 0 |
no_churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 76 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,672,034,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a856ddd4-fce7-4fff-ab5a-97da21037593
|
no_churn
| 0.548868 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 48 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bfffaf17-c8a3-4e85-b2dc-a7763aaaa13a
|
no_churn
| 0.093377 | 0 |
no_churn
| -0.082608 | -0.003036 | -0.070054 | 0.034166 | -0.002816 | -0.106524 | -0.016921 | -0.021234 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26022173-a8a1-443d-b4cd-3646621f8aa0
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c5d0a321-19d7-4c49-9547-94788d7b6682
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dd62cfee-d4a3-4e82-a670-0833d4272e05
|
no_churn
| 0.029407 | 0 |
no_churn
| -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
470e57b9-7ce2-4e95-b731-09a404c1858b
|
no_churn
| 0.118199 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
50 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34abd21f-9325-4741-b46f-0b3880e3db54
|
no_churn
| 0.101025 | 0 |
no_churn
| -0.136491 | 0.008784 | -0.011784 | -0.043254 | -0.068508 | 0.041915 | -0.028229 | -0.021459 |
Male
| 59 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d2d8d7f3-0dcb-49f3-8188-f1a85d3e8aa1
|
churn
| 0.041503 | 1 |
churn
| 0.118242 | 0.002553 | 0.085851 | 0.034333 | 0.019762 | -0.011334 | 0.005517 | 0.00199 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
37 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7f261498-f0e7-4610-92a3-5eb594b0d8d0
|
no_churn
| 0.00861 | 0 |
no_churn
| -0.053854 | -0.003802 | -0.012164 | -0.036695 | -0.025448 | -0.098799 | -0.015505 | -0.022759 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9cae2ac1-3800-44c8-8d74-62821ec2dd8c
|
no_churn
| 0.002359 | 0 |
no_churn
| -0.068223 | -0.00301 | -0.004667 | -0.018331 | 0.002265 | -0.127098 | -0.022298 | -0.027665 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
37 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
00ca5807-f5a8-40c7-b196-1263b975503b
|
no_churn
| 0.00861 | 0 |
no_churn
| -0.053854 | -0.003802 | -0.012164 | -0.036695 | -0.025448 | -0.098799 | -0.015505 | -0.022759 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d2178096-9b6d-418d-b340-68aa93a4efd3
|
no_churn
| 0.594082 | 0 |
no_churn
| -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 |
Female
| 68 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
3 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c43ed894-ee9f-4e81-9e91-fa1c5da603af
|
churn
| 0.587236 | 1 |
churn
| 0.18301 | -0.006981 | 0.093817 | -0.011267 | 0.11084 | 0.142625 | -0.002533 | -0.002029 |
Male
| 79 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46060860-4329-4a44-9e89-29938eafa941
|
no_churn
| 0.087424 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Male
| 63 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
1ad0477f-0455-4525-94d6-d8704893daed
|
no_churn
| 0.014019 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Female
| 68 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e01b7a57-dff5-4d4f-86dd-568f91da9897
|
no_churn
| 0.597955 | 0 |
no_churn
| 0.15019 | -0.008804 | 0.0728 | -0.141395 | 0.069701 | 0.102203 | -0.040676 | -0.049772 |
Male
| 36 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
474e8e4d-4946-4606-a9fb-7f4d950929b6
|
no_churn
| 0.023213 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
36 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e8a39254-718a-4bbe-ad76-3233501dc190
|
no_churn
| 0.008268 | 0 |
no_churn
| -0.050099 | -0.00381 | 0.009757 | -0.03109 | -0.03219 | -0.134672 | -0.01365 | -0.013272 |
Male
| 22 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
38 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
00e16624-49e9-4f91-ac38-269b6517105f
|
no_churn
| 0.025066 | 0 |
no_churn
| 0.017435 | -0.002062 | 0.009751 | -0.086039 | 0.001971 | -0.021523 | -0.027678 | -0.057096 |
Male
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
af28cd07-5282-4408-b9e7-674f5dc83de4
|
churn
| 0.538951 | 1 |
churn
| 0.027442 | -0.00176 | 0.091644 | -0.019201 | 0.123099 | 0.129508 | 0.166986 | 0.133255 |
Female
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
3a5425d8-3076-4473-a2a1-6dd533eaa163
|
no_churn
| 0.071687 | 0 |
no_churn
| -0.006763 | -0.003014 | 0.05448 | -0.051736 | 0.005379 | -0.135198 | 0.062672 | 0.065155 |
Male
| 51 |
Yes
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f7d0ad9d-3602-424e-8807-b7450cc80583
|
no_churn
| 0.011927 | 0 |
no_churn
| -0.00658 | -0.004169 | -0.012974 | -0.036127 | -0.040593 | -0.13411 | -0.016987 | -0.017485 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
27 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
453ba513-d56e-4015-b2a1-0abe5414c63a
|
no_churn
| 0.115751 | 0 |
no_churn
| -0.087518 | -0.003048 | -0.022023 | -0.039196 | -0.08316 | -0.083388 | 0.059564 | 0.049743 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
262a10ac-4e28-48f9-acf5-3d2744664f5e
|
no_churn
| 0.128345 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 54 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c89f4d69-fb76-4185-bd42-ab10fbc91a03
|
churn
| 0.722481 | 1 |
churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 40 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,034,400 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d05e82a6-577f-4cc8-839c-35eca2be4d1d
|
no_churn
| 0.328027 | 0 |
no_churn
| -0.044725 | -0.007484 | -0.068637 | -0.110122 | -0.058889 | 0.042847 | 0.006194 | 0.011789 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9a8379a1-1d49-48ab-9158-a886a0b5ae11
|
no_churn
| 0.032887 | 0 |
no_churn
| -0.032411 | -0.005014 | -0.037117 | -0.029807 | -0.001551 | -0.085108 | -0.039889 | -0.038131 |
Female
| 62 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
19 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
93d753ea-0aa4-41c7-99a2-fbe359be3dc9
|
no_churn
| 0.008502 | 0 |
no_churn
| -0.009616 | -0.004189 | 0.007332 | -0.034798 | -0.009784 | -0.130527 | -0.042019 | -0.045427 |
Male
| 36 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
3f754704-8bff-4822-8f84-9a870ae0d56e
|
no_churn
| 0.071299 | 0 |
no_churn
| -0.05307 | -0.00297 | 0.033864 | 0.026061 | 0.002218 | -0.234365 | -0.014964 | -0.019134 |
Male
| 80 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5937962e-1a91-47e1-b6c6-428316de8b26
|
no_churn
| 0.387835 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 55 |
No
|
Yes
|
Retired
|
Urban
|
Master
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
d94da393-1d08-4521-bc0b-4b75e10e1e79
|
no_churn
| 0.192088 | 0 |
no_churn
| 0.040184 | -0.000437 | 0.074306 | 0.046577 | 0.024711 | 0.038038 | 0.108877 | 0.028718 |
Female
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
50 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
f8887a58-d90e-42dd-83ff-9df643e798d9
|
no_churn
| 0.217817 | 0 |
no_churn
| -0.026819 | -0.002004 | -0.023064 | -0.009374 | 0.081335 | -0.053277 | 0.061137 | 0.07304 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
6744d88b-12e8-4d5e-81d0-40313d646129
|
no_churn
| 0.035296 | 0 |
no_churn
| -0.042986 | -0.001484 | 0.011756 | -0.028081 | -0.068957 | -0.162701 | 0.004931 | 0.028497 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,034,400 |
35 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8bf15c63-f7b1-415e-b48a-2d47bfe5589f
|
no_churn
| 0.017597 | 0 |
no_churn
| -0.063303 | 0.027462 | 0.008511 | -0.042142 | 0.025386 | -0.160088 | -0.016833 | -0.028019 |
Female
| 72 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e40058f2-02e6-45d0-b6bb-9cf291f46dd1
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Female
| 47 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4543c671-3d3b-471f-bf1e-d8d224022e36
|
no_churn
| 0.019092 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
35 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
cf0395b9-fafd-4831-bdda-21e53acb8dbd
|
churn
| 0.264436 | 1 |
churn
| -0.006897 | -0.00147 | 0.025503 | 0.077559 | -0.016673 | -0.001009 | -0.107839 | -0.018201 |
Female
| 58 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1092231c-94fd-4408-a5fa-6d998d4564ef
|
no_churn
| 0.013676 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Male
| 33 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,034,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60effe40-b84b-4039-a53f-3d78df076c99
|
no_churn
| 0.297216 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 60 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
21 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bf30a529-694d-40db-8621-ce74ad182512
|
no_churn
| 0.02397 | 0 |
no_churn
| -0.042663 | -0.008643 | -0.023017 | -0.038022 | -0.000919 | -0.084373 | -0.034031 | -0.037358 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
16 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d235a830-5914-4448-afe0-5e76c1eb6e16
|
no_churn
| 0.559605 | 0 |
no_churn
| -0.082393 | -0.0102 | -0.050086 | 0.004112 | -0.091566 | 0.03815 | -0.026601 | 0.046557 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
14 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b4f407e3-0a8a-4be7-be21-7bd36f16e5e7
|
no_churn
| 0.242405 | 0 |
no_churn
| 0.056764 | -0.016506 | -0.024309 | -0.031673 | -0.17199 | 0.053416 | 0.013322 | 0.02195 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
27 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57e4b61e-f418-4bbd-a357-20d0d09153da
|
no_churn
| 0.44034 | 0 |
no_churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Male
| 62 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
be9e1f6f-7dbf-46bb-b854-afced11f8e4c
|
churn
| 0.553952 | 1 |
churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Female
| 29 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
45 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
3f905644-5672-4073-8529-b68c0cef126f
|
no_churn
| 0.019002 | 0 |
no_churn
| -0.070267 | -0.002572 | -0.00271 | -0.022124 | -0.058412 | -0.181498 | 0.04744 | 0.031118 |
Male
| 20 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aec90a23-4997-404d-8c49-2adc3f8a8dbe
|
churn
| 0.906187 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 73 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
37891e2b-ab9a-4b3b-9ba9-34938229b69b
|
churn
| 0.53119 | 1 |
churn
| 0.118438 | 0.000001 | 0.015009 | 0.067474 | 0.091138 | 0.132595 | 0.061071 | 0.101415 |
Male
| 49 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,034,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55ae270b-bbbe-4afc-a3e3-0d718c474a76
|
churn
| 0.555732 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
b7d747f4-1c58-435b-8374-ca98023c4294
|
no_churn
| 0.320296 | 0 |
no_churn
| 0.080234 | 0.00184 | 0.036103 | 0.086863 | 0.131966 | -0.039377 | 0.164826 | 0.098519 |
Female
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b846aea8-08d4-42cc-aa0f-d93325da93cc
|
no_churn
| 0.594082 | 0 |
no_churn
| -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 |
Female
| 39 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
65b9e8b7-9efb-4aef-ac40-516282e1dc1f
|
no_churn
| 0.027038 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Female
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e14f0312-793b-44f3-be14-aa8cd0e8e3c0
|
no_churn
| 0.19924 | 0 |
no_churn
| -0.138035 | -0.002348 | -0.000952 | -0.00718 | -0.056769 | -0.136265 | 0.020717 | 0.051805 |
Male
| 50 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,034,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bb67f621-f4e3-429c-af80-14dfa07054d1
|
no_churn
| 0.065056 | 0 |
no_churn
| -0.127528 | -0.003379 | -0.007804 | 0.018648 | -0.011082 | -0.095474 | -0.017112 | -0.025296 |
Male
| 32 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
50 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
176c53b9-caac-4c61-99f0-7f118127ed67
|
no_churn
| 0.02994 | 0 |
no_churn
| -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ad04cec-e10e-465d-9d5e-88601e6b0550
|
no_churn
| 0.135629 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8e123e3-94f3-4e12-884f-3e3b53836aac
|
churn
| 0.390305 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 48 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
409b92ae-40a7-43b4-aa50-76a7d9565852
|
no_churn
| 0.013676 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,034,400 |
14 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
29a2a5de-9174-49bc-bf58-91b87fb2228b
|
churn
| 0.085885 | 0 |
no_churn
| 0.025892 | -0.006175 | 0.046362 | 0.05256 | -0.152446 | 0.102918 | 0.089 | 0.082862 |
Male
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1de0f725-a315-4d86-9922-6224cc3004ed
|
no_churn
| 0.007228 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Female
| 31 |
Yes
|
No
|
Retired
|
Urban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
01676f0e-6a60-43c9-93b0-0d749d0d786c
|
churn
| 0.553844 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b6682815-d12a-448e-8af3-7ad4ef185d07
|
no_churn
| 0.489647 | 0 |
no_churn
| -0.188533 | -0.002565 | 0.055552 | -0.067166 | -0.008758 | 0.062453 | -0.02379 | -0.037718 |
Male
| 41 |
No
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,034,400 |
29 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9655d85d-2f3e-4825-862f-dfd2a2ddbf57
|
churn
| 0.488617 | 1 |
churn
| 0.045309 | -0.002493 | 0.131343 | 0.118339 | 0.046064 | 0.145513 | 0.138861 | 0.065419 |
Male
| 52 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,034,400 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6535be6-2202-466c-baed-da7adcf36005
|
churn
| 0.368338 | 1 |
churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Female
| 80 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
30 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
1c2a3f7d-9e78-40b3-9545-b8afd5ff2f3d
|
no_churn
| 0.063336 | 0 |
no_churn
| 0.001613 | -0.00679 | -0.005504 | 0.009116 | 0.017355 | -0.17433 | -0.0329 | -0.037586 |
Female
| 23 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
246168c1-ca8e-4243-b9eb-4c011c54f3ef
|
churn
| 0.475214 | 1 |
churn
| -0.092124 | 0.001003 | 0.053838 | 0.007064 | 0.031773 | 0.109499 | 0.126554 | 0.127843 |
Female
| 27 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,034,400 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
abd22aa4-bda2-488c-a837-091b41786909
|
no_churn
| 0.10663 | 0 |
no_churn
| -0.030832 | -0.005165 | 0.026783 | -0.01014 | 0.005698 | -0.158572 | -0.034103 | -0.062695 |
Male
| 71 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e11e9f61-778a-4cc9-a436-8b74f8df721c
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
62 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
b13b89b0-9395-4ce8-beaf-3b11014ff166
|
churn
| 0.07438 | 0 |
no_churn
| -0.134275 | -0.004308 | -0.033527 | -0.010331 | -0.059603 | -0.060847 | 0.010508 | 0.023359 |
Male
| 32 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
326edcc6-2f9a-4f2e-87a9-18412e52d1a5
|
no_churn
| 0.328027 | 0 |
no_churn
| -0.044725 | -0.007484 | -0.068637 | -0.110122 | -0.058889 | 0.042847 | 0.006194 | 0.011789 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
29 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38bfcaa4-d74c-4f0d-8dd8-2380bd895114
|
no_churn
| 0.144783 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Male
| 61 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ecac2a1-dfa5-4c0b-a963-4e0203b61c29
|
churn
| 0.63451 | 1 |
churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 21 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,034,400 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
804eb2f0-f856-4f56-88ae-d8f70cd22298
|
no_churn
| 0.009177 | 0 |
no_churn
| -0.02198 | -0.005466 | -0.012312 | -0.060416 | 0.001156 | -0.115768 | -0.019615 | -0.034626 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
3d72e201-0127-4762-bece-33df55388484
|
no_churn
| 0.004848 | 0 |
no_churn
| -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 |
Male
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
01aa8f57-7c3a-4f83-9dc7-44d597fab2cd
|
no_churn
| 0.124481 | 0 |
no_churn
| -0.104025 | -0.001914 | 0.018559 | -0.008667 | 0.000406 | -0.147097 | -0.002336 | 0.026049 |
Female
| 65 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7393cca-bc0f-4a38-bd13-371081bb00dd
|
no_churn
| 0.23474 | 0 |
no_churn
| -0.12694 | -0.002672 | 0.09411 | 0.066524 | 0.038949 | 0.090319 | -0.015964 | 0.005721 |
Female
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
27 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41c3dda6-6b40-47e1-84f1-52266b5aa41d
|
no_churn
| 0.44034 | 0 |
no_churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Female
| 59 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
57e08515-ded7-4015-87e6-e4b77d690783
|
no_churn
| 0.051994 | 0 |
no_churn
| -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 |
Female
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
54908d98-f792-4a9a-b863-6087ec754646
|
no_churn
| 0.070925 | 0 |
no_churn
| -0.001865 | -0.001567 | 0.018307 | 0.052779 | 0.047554 | -0.13404 | -0.022369 | -0.037825 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
8e81f63c-69b8-40dd-b2bf-de32578e16b3
|
no_churn
| 0.054285 | 0 |
no_churn
| -0.081228 | -0.001732 | 0.019681 | -0.039291 | 0.031298 | -0.224383 | 0.053472 | 0.051157 |
Male
| 66 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
8c8e014c-789b-4b8d-b5a4-0a199afd6b17
|
churn
| 0.196242 | 0 |
no_churn
| -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 |
Female
| 25 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,034,400 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
2cf9f4aa-46b7-4760-963e-f962a49e8f5d
|
no_churn
| 0.016196 | 0 |
no_churn
| -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 |
Female
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d977c4ef-d875-4428-aa44-61ef6890c61a
|
no_churn
| 0.017918 | 0 |
no_churn
| -0.029137 | -0.011849 | -0.024585 | -0.041988 | 0.01597 | -0.101943 | -0.031035 | -0.04446 |
Female
| 80 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b16e6861-5210-43b0-ba89-3efd1fbcbef9
|
no_churn
| 0.007228 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Male
| 66 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
40 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
a3191ee4-5036-48e8-b00e-a0c167535b02
|
no_churn
| 0.070925 | 0 |
no_churn
| -0.001865 | -0.001567 | 0.018307 | 0.052779 | 0.047554 | -0.13404 | -0.022369 | -0.037825 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
59899d08-6370-4f89-b617-a604d2264707
|
no_churn
| 0.051994 | 0 |
no_churn
| -0.115588 | -0.003566 | 0.012677 | 0.018228 | 0.000134 | -0.106433 | -0.033272 | -0.023706 |
Female
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
28e4cea7-b9f7-4fd4-83f8-d5b0c8a69fc3
|
churn
| 0.196242 | 0 |
no_churn
| -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
78345a71-0b8f-4de8-8b6b-cce19057296c
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb0fd4da-7967-47ee-8493-bac4dd973996
|
churn
| 0.906187 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 45 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
1dd99683-0415-43b3-8ab7-4ffcb4170032
|
no_churn
| 0.192088 | 0 |
no_churn
| 0.040184 | -0.000437 | 0.074306 | 0.046577 | 0.024711 | 0.038038 | 0.108877 | 0.028718 |
Female
| 32 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d27de07d-a34e-4918-9242-f78bf5fc5243
|
no_churn
| 0.009373 | 0 |
no_churn
| -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
8314b2bd-662a-4512-9588-7929d4c7b04a
|
no_churn
| 0.207777 | 0 |
no_churn
| -0.123266 | -0.002095 | -0.026585 | -0.040278 | -0.049599 | -0.068483 | -0.001192 | 0.042473 |
Female
| 73 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
43 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
7a437d4e-851e-4147-9db4-3e38b45925d3
|
churn
| 0.369742 | 1 |
churn
| 0.004808 | -0.001434 | 0.027318 | 0.103834 | -0.06845 | 0.000228 | 0.032979 | 0.071691 |
Female
| 32 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ffefa32b-de3b-4ed9-ad3e-c650bff308b6
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 45 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a726505c-627b-458c-bfdf-8a8afb33208a
|
no_churn
| 0.015774 | 0 |
no_churn
| 0.013466 | -0.007847 | -0.02991 | -0.039295 | 0.007156 | -0.147103 | -0.02806 | -0.037432 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1e81f522-dfe7-4d41-b9b8-4bf081b54e93
|
churn
| 0.620446 | 1 |
churn
| 0.060678 | -0.00446 | 0.035697 | 0.006216 | 0.058189 | 0.128113 | 0.104341 | 0.035306 |
Female
| 35 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,034,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
39495f9d-e939-4b8f-9289-da60c4bda678
|
no_churn
| 0.011927 | 0 |
no_churn
| -0.00658 | -0.004169 | -0.012974 | -0.036127 | -0.040593 | -0.13411 | -0.016987 | -0.017485 |
Female
| 77 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe986d33-22fe-4b0a-a37e-2faf9c0282e0
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 35 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
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