Tenure
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72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
50b0141e-4058-4fac-b4b3-d3cf3c1f1a95
|
no_churn
| 0.304065 | 0 |
no_churn
| -0.142049 | -0.002756 | 0.030962 | -0.029574 | -0.056577 | -0.160006 | 0.058979 | 0.059329 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
57318621-3088-41e5-9ebd-d33f60faa3d4
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Female
| 58 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,034,400 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22aeedb8-7d4a-441e-83ba-92b4090cad6f
|
no_churn
| 0.244136 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Female
| 57 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,034,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cf01c9a0-d92a-455b-885f-aba9fa057ef6
|
no_churn
| 0.574226 | 0 |
no_churn
| -0.02484 | -0.001374 | 0.061216 | 0.070497 | 0.033173 | 0.098593 | 0.022827 | 0.036739 |
Male
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
35 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c84745c0-59a4-4556-9220-4616fd201ced
|
no_churn
| 0.017597 | 0 |
no_churn
| -0.063303 | 0.027462 | 0.008511 | -0.042142 | 0.025386 | -0.160088 | -0.016833 | -0.028019 |
Male
| 71 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,034,400 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e6f8732e-d3bd-4d49-af5f-fc2b2c0dfbae
|
no_churn
| 0.029407 | 0 |
no_churn
| -0.055887 | -0.003847 | -0.020632 | -0.024445 | -0.018167 | -0.104664 | -0.020858 | -0.020528 |
Female
| 46 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
32 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f9ffb91-d262-4a20-8ef2-0f5718f31bb6
|
no_churn
| 0.11483 | 0 |
no_churn
| -0.048708 | -0.003761 | -0.004153 | -0.080429 | 0.041076 | 0.044871 | -0.039738 | -0.058182 |
Male
| 36 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
fe83e9cb-fb56-4017-a37d-eecdf355b225
|
no_churn
| 0.096761 | 0 |
no_churn
| 0.088704 | -0.001522 | 0.109907 | -0.027252 | 0.091071 | 0.134226 | 0.120792 | 0.091715 |
Female
| 75 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2c00e8a7-1872-4c91-9d3d-64768a984b56
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
35 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
c07e8014-3c65-4605-89e5-b776a990c154
|
churn
| 0.264436 | 1 |
churn
| -0.006897 | -0.00147 | 0.025503 | 0.077559 | -0.016673 | -0.001009 | -0.107839 | -0.018201 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb00bd93-3124-4ed6-bc6e-bdf75ab1a4e1
|
churn
| 0.553844 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
9b0b057c-f6ec-4ea6-8103-e76f42a19a34
|
no_churn
| 0.128345 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
62 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
71e80529-e9c0-4ce4-bdb1-30fc5ea45327
|
no_churn
| 0.099641 | 0 |
no_churn
| -0.134105 | -0.005051 | -0.007224 | -0.02257 | -0.07731 | -0.064489 | 0.025156 | 0.030851 |
Female
| 43 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
548dcb22-c4d9-433b-aae8-663aac521d04
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 |
Male
| 37 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
179265ae-77f6-470d-a692-5ee9658813de
|
no_churn
| 0.009454 | 0 |
no_churn
| -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
66 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8c84f3a0-1258-4477-b9e1-c32eea8ce06a
|
no_churn
| 0.489647 | 0 |
no_churn
| -0.188533 | -0.002565 | 0.055552 | -0.067166 | -0.008758 | 0.062453 | -0.02379 | -0.037718 |
Female
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
5fd930fb-97aa-4389-969a-845732ba878f
|
no_churn
| 0.10663 | 0 |
no_churn
| -0.030832 | -0.005165 | 0.026783 | -0.01014 | 0.005698 | -0.158572 | -0.034103 | -0.062695 |
Male
| 78 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1e4bd0e4-e24d-4faa-b8ed-b3ab2d534833
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
55 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5145d377-462c-4258-8340-98e785d2b7d4
|
no_churn
| 0.007362 | 0 |
no_churn
| -0.04789 | -0.003391 | -0.007727 | -0.072123 | -0.019716 | -0.088042 | -0.015014 | -0.015123 |
Female
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
13 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
494eb228-a352-46b4-8414-d5805c3c1985
|
no_churn
| 0.137821 | 0 |
no_churn
| -0.075208 | -0.012263 | -0.021152 | -0.077038 | -0.046161 | 0.040434 | -0.040451 | -0.037187 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
d2da4180-4bad-4739-b735-fbe338bea6cb
|
no_churn
| 0.010188 | 0 |
no_churn
| -0.045345 | -0.003073 | -0.003267 | -0.024823 | 0.002897 | -0.132579 | -0.031737 | -0.031099 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5c65010-a176-4421-acbc-eb147db272c5
|
no_churn
| 0.377566 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb9b701c-d8d8-4f38-ac30-3dc80332fa1e
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 27 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55dfe13a-1c16-4fef-a4aa-b03e231d629a
|
no_churn
| 0.132606 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
7d7702f1-2ea4-4121-b77a-fae7936368df
|
no_churn
| 0.320296 | 0 |
no_churn
| 0.080234 | 0.00184 | 0.036103 | 0.086863 | 0.131966 | -0.039377 | 0.164826 | 0.098519 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d97ce102-13b9-41b3-8550-b77c4ad7c247
|
churn
| 0.041503 | 1 |
churn
| 0.118242 | 0.002553 | 0.085851 | 0.034333 | 0.019762 | -0.011334 | 0.005517 | 0.00199 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,034,400 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6231e48e-a64a-48f5-94f6-a2f7223f4fc7
|
churn
| 0.311067 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9d1c992c-e01f-4c4c-85b5-5db407cf08ab
|
no_churn
| 0.010188 | 0 |
no_churn
| -0.045345 | -0.003073 | -0.003267 | -0.024823 | 0.002897 | -0.132579 | -0.031737 | -0.031099 |
Female
| 26 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
27 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
d6a18353-316d-4f05-90b8-c00135a598bb
|
no_churn
| 0.115751 | 0 |
no_churn
| -0.087518 | -0.003048 | -0.022023 | -0.039196 | -0.08316 | -0.083388 | 0.059564 | 0.049743 |
Male
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
47 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f24eda1f-d934-4800-b755-770ff7d418da
|
no_churn
| 0.009373 | 0 |
no_churn
| -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 |
Female
| 78 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,034,400 |
50 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce57c551-5520-4134-af70-a9fef354aba0
|
no_churn
| 0.101025 | 0 |
no_churn
| -0.136491 | 0.008784 | -0.011784 | -0.043254 | -0.068508 | 0.041915 | -0.028229 | -0.021459 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
28 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
750a9614-ce46-4c5f-9ba2-1a4486e73bd7
|
no_churn
| 0.156802 | 0 |
no_churn
| -0.049212 | -0.001617 | 0.030579 | -0.007946 | -0.034788 | -0.210146 | -0.025078 | 0.069182 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
200bf1b3-a0ae-44a0-abb0-ffc78264edaf
|
churn
| 0.41406 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
b35c520d-1914-40e6-a0f9-adf411eb5559
|
churn
| 0.196242 | 0 |
no_churn
| -0.104438 | -0.002512 | 0.013105 | 0.012072 | -0.14043 | -0.120208 | 0.038338 | 0.045047 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
ef10b440-3bcf-44c4-bbc2-71ab03100bc4
|
no_churn
| 0.128345 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Male
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
69 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
cf69b4eb-a07d-4feb-b4fd-ad2fd83a3a5e
|
no_churn
| 0.007228 | 0 |
no_churn
| -0.041932 | -0.002801 | -0.00592 | -0.027215 | -0.024334 | -0.106225 | -0.016722 | -0.043876 |
Female
| 73 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0e59af72-a279-45ef-86c0-61191138f719
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.064214 | -0.003993 | -0.01275 | -0.023992 | -0.032814 | -0.095844 | -0.014251 | -0.021167 |
Male
| 23 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6d59c07a-57d9-4041-8bf5-07753fcd4e79
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,034,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a281dd09-6a4b-4774-adaa-eebfdfaeb9d8
|
churn
| 0.842274 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Male
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
60 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
c88afaf8-6a63-4b34-aa7d-03285c50c696
|
no_churn
| 0.070225 | 0 |
no_churn
| -0.08821 | -0.003252 | -0.002423 | -0.015611 | -0.060399 | -0.123426 | 0.007892 | 0.016403 |
Male
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5b772af-0b95-4aa8-86e4-8212e9219b8d
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 24 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
7 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
926c48db-bd65-4bc6-9159-6d2a4ae41906
|
churn
| 0.34524 | 1 |
churn
| -0.016098 | -0.007543 | -0.009408 | -0.056014 | -0.135667 | 0.042421 | -0.035017 | -0.025284 |
Male
| 80 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e254e067-86ac-4cd9-975d-c99ecec8f268
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Male
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
829238ec-55dd-425f-ad61-5f1855c49988
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Male
| 20 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7b69ce27-2e4d-4246-a3ba-8f10f9bf9acd
|
no_churn
| 0.019092 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c2140b66-4e07-4ba0-8c04-2f7de5d9b0f3
|
no_churn
| 0.021787 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Female
| 42 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1f3b44bf-d351-4a46-b441-2ec2bc5f485a
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
717ba56b-e314-4826-ba84-009a4fe03304
|
churn
| 0.594221 | 1 |
churn
| 0.212419 | -0.002908 | -0.014876 | 0.135277 | 0.049925 | 0.14197 | 0.123748 | 0.075418 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
72 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
09ad390a-fb31-4d76-982b-ef601ab3aa51
|
churn
| 0.023502 | 0 |
no_churn
| -0.150377 | -0.000611 | -0.007778 | -0.008617 | 0.026583 | -0.166533 | 0.027438 | 0.04087 |
Male
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
4746758b-ecfa-45e1-b10f-aef546ee8d3b
|
no_churn
| 0.290858 | 0 |
no_churn
| -0.055636 | -0.002364 | 0.027386 | -0.042626 | -0.044811 | -0.137085 | 0.03628 | 0.056496 |
Female
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8879bedd-af05-48c3-96ff-69b64a368fda
|
no_churn
| 0.297216 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 32 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d10f9d17-8330-4a2f-96c3-b239732d07e8
|
churn
| 0.041503 | 1 |
churn
| 0.118242 | 0.002553 | 0.085851 | 0.034333 | 0.019762 | -0.011334 | 0.005517 | 0.00199 |
Male
| 20 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6f208963-1023-401c-a8ec-2813586b478a
|
no_churn
| 0.00947 | 0 |
no_churn
| -0.071638 | 0.023809 | 0.008599 | -0.022282 | -0.019704 | -0.161279 | -0.013917 | -0.012614 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
50 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
571a8d74-2f45-4c0f-8608-e86689b84186
|
no_churn
| 0.178365 | 0 |
no_churn
| -0.117794 | -0.002639 | -0.023735 | -0.030542 | -0.001567 | -0.131568 | 0.017587 | 0.031232 |
Female
| 65 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,034,400 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6336d64c-5291-4627-9e9f-09af318dff43
|
no_churn
| 0.012881 | 0 |
no_churn
| -0.00049 | -0.005044 | -0.026512 | -0.025387 | -0.046627 | -0.132235 | -0.013508 | -0.019223 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,034,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72bf97a2-0804-4088-9021-f52b2166439e
|
no_churn
| 0.297216 | 0 |
no_churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Female
| 22 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
720eae8e-7fea-4dba-94a5-4c51820d2256
|
no_churn
| 0.499784 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 70 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2171ba53-fff1-4bd5-b2c2-a99a5b532d64
|
churn
| 0.457277 | 0 |
no_churn
| -0.050546 | -0.002928 | 0.105219 | 0.02108 | 0.09468 | 0.083835 | 0.058458 | 0.069973 |
Male
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
463fe33e-0b97-4d77-a762-c9577842e977
|
churn
| 0.821625 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
60 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
afb8b1e6-c546-46e0-85d8-ecb9d91c1bce
|
no_churn
| 0.320296 | 0 |
no_churn
| 0.080234 | 0.00184 | 0.036103 | 0.086863 | 0.131966 | -0.039377 | 0.164826 | 0.098519 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
41 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
beea3ec4-6e6d-4bc7-95ec-7e33a72d3b88
|
no_churn
| 0.007286 | 0 |
no_churn
| -0.028505 | -0.005768 | -0.015328 | -0.051172 | 0.012783 | -0.119789 | -0.022702 | -0.038545 |
Female
| 27 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,034,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dc6f7353-49e5-4a71-8a4f-4f26d667248b
|
no_churn
| 0.572417 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 57 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94863011-66ad-4232-bb77-c5c8a803440f
|
churn
| 0.506252 | 1 |
churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,034,400 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
eec8d677-0184-4254-a327-26435a839e21
|
no_churn
| 0.027038 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Female
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
19 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3242a8a6-58ea-4c80-8edd-0312456dbc47
|
no_churn
| 0.188147 | 0 |
no_churn
| -0.103643 | -0.006583 | 0.013201 | -0.087573 | 0.028832 | 0.048243 | -0.069541 | -0.071963 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
30120ef7-be1e-418e-8f9d-50650887c898
|
churn
| 0.553952 | 1 |
churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Female
| 53 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,672,034,400 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
c81fb105-ca6d-4990-b909-0fba37317c31
|
no_churn
| 0.461072 | 0 |
no_churn
| 0.04604 | -0.005529 | -0.075776 | -0.060371 | 0.103825 | 0.098578 | 0.016504 | 0.087857 |
Male
| 35 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
85d33039-a951-4ad0-ae34-d86d66bfc53a
|
no_churn
| 0.012124 | 0 |
no_churn
| -0.073609 | -0.003527 | 0.003766 | -0.019467 | 0.004953 | -0.141726 | -0.021021 | -0.018395 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
53d52fc3-d2db-4b41-acf0-e62f944e2ff4
|
churn
| 0.457277 | 0 |
no_churn
| -0.050546 | -0.002928 | 0.105219 | 0.02108 | 0.09468 | 0.083835 | 0.058458 | 0.069973 |
Female
| 72 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,672,034,400 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
050c5399-49ce-4518-8e2e-f85c3f934682
|
no_churn
| 0.28761 | 0 |
no_churn
| 0.00862 | -0.00796 | -0.064171 | -0.074699 | -0.183214 | 0.04361 | -0.013037 | 0.031825 |
Male
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c30f4bc0-e3f4-418a-8527-8599eabe276f
|
no_churn
| 0.135629 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
0eb52665-dc3f-445a-84f5-fb7aa5f43a61
|
no_churn
| 0.193209 | 0 |
no_churn
| -0.086838 | -0.003277 | 0.011172 | -0.057087 | -0.00972 | -0.177676 | 0.064431 | 0.059969 |
Female
| 65 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7dc45e0b-9d06-4d9a-9381-9244158b6291
|
churn
| 0.426897 | 1 |
churn
| -0.085507 | -0.004745 | -0.068933 | -0.013909 | 0.067189 | 0.05706 | -0.001463 | 0.061283 |
Male
| 54 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e678121-bfe2-4e20-8502-7a5847d6f42d
|
no_churn
| 0.058197 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Female
| 26 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,034,400 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f419c50c-f8f4-4913-bc26-d7ba75d0224b
|
churn
| 0.213685 | 1 |
churn
| 0.027794 | -0.011964 | -0.016636 | -0.148777 | -0.094111 | 0.058259 | -0.044004 | -0.039589 |
Female
| 22 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
360a84f6-ae31-4d3d-86af-2d58225d4b7b
|
churn
| 0.443562 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
39ad80cb-67cd-4153-9042-87d4099c41b7
|
no_churn
| 0.004618 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,034,400 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bdc34a3c-2381-45b4-b348-87364472400d
|
churn
| 0.368338 | 1 |
churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Female
| 79 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,034,400 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3444d5f1-0e71-4a5f-86e0-7f67721d8f4c
|
no_churn
| 0.005187 | 0 |
no_churn
| -0.060524 | -0.00303 | -0.001877 | -0.031809 | 0.002319 | -0.123664 | -0.02373 | -0.026712 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ad782cc-4716-4309-b1c9-a9d26726aca6
|
no_churn
| 0.125025 | 0 |
no_churn
| -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22c9d71b-e9fd-4778-b911-783b4045f746
|
no_churn
| 0.058197 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Male
| 42 |
No
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,034,400 |
11 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b976758a-3442-4939-98df-7d147ac1c05c
|
no_churn
| 0.041813 | 0 |
no_churn
| 0.168761 | 0.145666 | 0.064746 | 0.115528 | 0.088947 | 0.04409 | 0.007624 | 0.005611 |
Male
| 80 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,034,400 |
49 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
a7d93ec2-e08f-441c-940f-9692b3133952
|
no_churn
| 0.026642 | 0 |
no_churn
| -0.077347 | -0.003698 | -0.008754 | -0.012073 | 0.011237 | -0.048576 | -0.04166 | -0.058156 |
Male
| 65 |
Yes
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
90b36247-999e-4098-9650-43c8e7d3d286
|
no_churn
| 0.096761 | 0 |
no_churn
| 0.088704 | -0.001522 | 0.109907 | -0.027252 | 0.091071 | 0.134226 | 0.120792 | 0.091715 |
Male
| 55 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,034,400 |
24 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
51a2de0b-f0bc-40a1-8666-1bf057849e51
|
no_churn
| 0.019369 | 0 |
no_churn
| -0.023202 | -0.004801 | 0.025619 | -0.013629 | 0.004918 | -0.18871 | -0.030812 | -0.03841 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
58 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a069457f-00af-490b-a246-3a5888b40f57
|
no_churn
| 0.01048 | 0 |
no_churn
| -0.046768 | -0.003818 | -0.01367 | -0.015958 | 0.018005 | -0.105423 | -0.034892 | -0.066501 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a1a279e8-50b0-4614-87d4-a8e8c8ceaaa8
|
no_churn
| 0.019092 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Female
| 76 |
No
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,672,034,400 |
50 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dee22284-0fa4-45be-9a3c-c5a86049efe0
|
no_churn
| 0.02994 | 0 |
no_churn
| -0.070503 | -0.008161 | -0.019469 | -0.029734 | -0.02841 | -0.071868 | -0.021601 | -0.019279 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,034,400 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
742044f1-a902-4780-b31d-fcd9d595e37e
|
no_churn
| 0.328027 | 0 |
no_churn
| -0.044725 | -0.007484 | -0.068637 | -0.110122 | -0.058889 | 0.042847 | 0.006194 | 0.011789 |
Female
| 59 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,034,400 |
25 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
46e45f0d-85dd-4ade-b865-90be8f955b73
|
no_churn
| 0.096761 | 0 |
no_churn
| 0.088704 | -0.001522 | 0.109907 | -0.027252 | 0.091071 | 0.134226 | 0.120792 | 0.091715 |
Male
| 51 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c19f236c-0c91-4a8d-99e1-77a3d5653354
|
churn
| 0.41406 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 51 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,034,400 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
bba36666-522e-47a1-96ca-d00e9a1f2bcc
|
no_churn
| 0.071687 | 0 |
no_churn
| -0.006763 | -0.003014 | 0.05448 | -0.051736 | 0.005379 | -0.135198 | 0.062672 | 0.065155 |
Female
| 72 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,034,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
51e38654-2a5e-4a82-922e-aa801869c1d3
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
72d6076a-83d3-4ed7-aec7-128a643cf82b
|
no_churn
| 0.027038 | 0 |
no_churn
| -0.043776 | -0.004813 | -0.00051 | -0.07115 | -0.019787 | -0.065496 | -0.019596 | -0.043897 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,034,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
7706f0c5-ba6b-4ed3-8769-efe5fb781796
|
no_churn
| 0.242561 | 0 |
no_churn
| -0.111906 | -0.002109 | 0.042073 | 0.049363 | 0.04703 | -0.079431 | 0.064395 | 0.054154 |
Male
| 29 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,034,400 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
3617eb7c-f6e8-4b3e-85e7-79b1a0cfd678
|
no_churn
| 0.19924 | 0 |
no_churn
| -0.138035 | -0.002348 | -0.000952 | -0.00718 | -0.056769 | -0.136265 | 0.020717 | 0.051805 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,034,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e4d85de1-322a-4dcc-9af6-1ee099a0243d
|
churn
| 0.532673 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,034,400 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5f371b7-6b00-4a5d-bb83-7f76fa338aab
|
churn
| 0.485735 | 1 |
churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Male
| 27 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,034,400 |
21 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8277d422-5312-4eb0-bcfc-e9fa468037fb
|
no_churn
| 0.044056 | 0 |
no_churn
| -0.058537 | -0.005389 | -0.018694 | -0.061305 | -0.047326 | 0.047343 | -0.050514 | -0.054605 |
Female
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,034,400 |
28 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
9d2deaee-c372-4ad2-9b6e-6f2785cd8625
|
no_churn
| 0.156802 | 0 |
no_churn
| -0.049212 | -0.001617 | 0.030579 | -0.007946 | -0.034788 | -0.210146 | -0.025078 | 0.069182 |
Female
| 56 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,034,400 |
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