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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
e52f95eb-1343-4849-86de-f4203f0b78c5
|
no_churn
| 0.008523 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 25 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
43 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
edd31b05-88a7-48d5-be4c-f5726333148d
|
churn
| 0.412524 | 1 |
churn
| -0.037482 | -0.00246 | 0.033358 | 0.063019 | -0.102039 | -0.224466 | 0.014026 | 0.067017 |
Male
| 51 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,725,600 |
46 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
5d0fdfe0-0aa8-4d40-ad1e-33cfdfe252ef
|
no_churn
| 0.112552 | 0 |
no_churn
| -0.193504 | -0.007763 | -0.005145 | 0.055615 | -0.019045 | 0.046077 | -0.006217 | 0.045955 |
Male
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7f0ee21c-82dc-4bef-9cbb-dfa8b6239980
|
no_churn
| 0.027795 | 0 |
no_churn
| -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,725,600 |
3 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
67532e8d-355c-4f3f-ab85-e6996ce2a231
|
churn
| 0.770586 | 1 |
churn
| 0.073795 | -0.005501 | -0.093446 | 0.04021 | -0.0101 | 0.109595 | -0.027131 | 0.037603 |
Male
| 43 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a56fad3f-8e76-4f89-905a-b3ce6d87bbe2
|
no_churn
| 0.01173 | 0 |
no_churn
| -0.169034 | -0.003617 | -0.090108 | -0.05888 | 0.019689 | 0.069929 | 0.034011 | 0.054103 |
Female
| 46 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
791f70ba-571c-497b-8695-875c0e13bc36
|
no_churn
| 0.011955 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 26 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,672,725,600 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f55db3d8-dbe7-4812-acc8-b65d08869390
|
no_churn
| 0.551823 | 0 |
no_churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
19 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
c80ab336-7484-4484-af5d-d255bc7cb825
|
no_churn
| 0.202488 | 0 |
no_churn
| 0.026116 | -0.008847 | 0.07995 | 0.088357 | -0.112344 | 0.077417 | 0.092866 | 0.075959 |
Female
| 72 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ff9338a-f8c3-4b37-ad59-97f6cccc25a6
|
no_churn
| 0.243999 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Female
| 42 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb579454-5521-424c-ab80-ecb85ba77e20
|
no_churn
| 0.228034 | 0 |
no_churn
| -0.217903 | -0.005114 | -0.072678 | 0.033546 | 0.002636 | 0.034308 | -0.019418 | -0.024403 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
70 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28455f74-1103-4d4c-bd60-fa1cf3d32622
|
no_churn
| 0.014512 | 0 |
no_churn
| -0.1149 | -0.004005 | -0.031721 | -0.014873 | -0.011674 | 0.03422 | -0.0154 | -0.020674 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
9 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
31df6796-2b07-4d05-8ffe-41ffc60c6b37
|
no_churn
| 0.550921 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 22 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db9fe3b2-b5f9-42ba-99a2-f41021d79ca8
|
no_churn
| 0.622866 | 0 |
no_churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
8c3e79b0-f4fb-4e75-aa82-971d6d1eed01
|
no_churn
| 0.090709 | 0 |
no_churn
| -0.114183 | -0.003261 | -0.00383 | -0.059078 | 0.050507 | 0.073967 | 0.039686 | 0.093833 |
Female
| 50 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,725,600 |
23 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
88e22606-defd-4b95-a3c7-b09704280d30
|
no_churn
| 0.336313 | 0 |
no_churn
| -0.149362 | 0.030869 | -0.045533 | -0.057469 | -0.006655 | 0.031004 | 0.03344 | 0.05468 |
Female
| 30 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,725,600 |
24 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
56c5ef78-1f18-427c-9ba3-4a1c585c250e
|
no_churn
| 0.096304 | 0 |
no_churn
| -0.071416 | -0.011307 | 0.006638 | -0.045397 | -0.035356 | -0.107834 | 0.031771 | 0.043874 |
Male
| 21 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
16 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
89756b9e-675c-4e0a-a00c-8752440d4efa
|
no_churn
| 0.174513 | 0 |
no_churn
| -0.063155 | -0.015586 | -0.019101 | -0.027932 | -0.177788 | 0.027375 | 0.031207 | 0.009286 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
53 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d4243636-9782-406d-ab16-78847dfd8e71
|
churn
| 0.461734 | 1 |
churn
| -0.181013 | -0.00266 | -0.010279 | -0.021945 | -0.126897 | 0.04386 | 0.020817 | 0.039091 |
Female
| 75 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
40 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9810dc7a-6146-434a-80bc-9482996dc928
|
no_churn
| 0.109724 | 0 |
no_churn
| 0.05615 | 0.147251 | 0.093135 | 0.021451 | -0.006119 | 0.136332 | 0.032202 | 0.040573 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,725,600 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
adda78e9-bc2c-438d-99ab-a6613c7fa5cf
|
no_churn
| 0.219319 | 0 |
no_churn
| 0.093742 | 0.001539 | -0.036445 | 0.003033 | -0.076443 | 0.114345 | 0.129538 | 0.071665 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
133fafb2-3cd3-4d01-853c-621f9f4e2542
|
churn
| 0.011919 | 0 |
no_churn
| -0.113575 | -0.001071 | -0.040197 | 0.033349 | 0.086162 | 0.084114 | 0.054403 | 0.088789 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
688253dd-f44e-4f90-b366-93b69724071d
|
churn
| 0.692206 | 1 |
churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Male
| 51 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,725,600 |
35 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
424abe29-7714-4ff4-9229-eec9d902b51c
|
no_churn
| 0.057026 | 0 |
no_churn
| 0.009907 | -0.000823 | 0.026683 | -0.043954 | 0.046035 | -0.110185 | -0.02394 | -0.042749 |
Male
| 46 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,725,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a8654de-6f8b-48ac-ba82-64f76a5af5f6
|
churn
| 0.539491 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,672,725,600 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
81aeadd6-dc42-48e0-82bf-56f5fa1d0ef1
|
no_churn
| 0.002468 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Male
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
44 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cbdbc93d-a8cf-4c3f-ba33-e9a98fc6b9bb
|
no_churn
| 0.018782 | 0 |
no_churn
| -0.094352 | -0.008489 | -0.002301 | -0.070148 | -0.028941 | 0.038562 | -0.029485 | -0.048872 |
Female
| 51 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd3ba168-73ff-4d29-9467-c85ef8529251
|
no_churn
| 0.00982 | 0 |
no_churn
| -0.066535 | -0.001147 | 0.000475 | -0.001939 | -0.031832 | 0.058666 | -0.024337 | -0.042377 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4e0090dd-7f28-406c-99fe-7b3bf4cdd205
|
no_churn
| 0.027559 | 0 |
no_churn
| -0.014186 | -0.013114 | -0.032681 | -0.034702 | 0.001389 | -0.093323 | -0.035363 | -0.042047 |
Female
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0865b82-adee-438c-b861-450bcf333273
|
no_churn
| 0.387835 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dec0b33a-7bae-4aae-8553-821af05ad558
|
no_churn
| 0.38374 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 73 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,725,600 |
26 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
72f53807-5f57-4713-a6bc-d6cbe1ca8a08
|
no_churn
| 0.018855 | 0 |
no_churn
| -0.127392 | -0.014701 | -0.039539 | -0.029823 | -0.044717 | 0.035212 | -0.023642 | -0.024424 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b16d72e-079e-4f90-be62-8a7e715ffe72
|
churn
| 0.523286 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 80 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b87cd85e-ce3a-4ceb-9e50-6e9ba7309ea5
|
no_churn
| 0.340585 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a409cd4e-7db7-4518-bfcd-13791b4a560e
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08640760-6487-4c8d-9218-b368e014ea88
|
churn
| 0.534942 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5ab4012-e5c4-4291-b1b1-608d8861b30a
|
no_churn
| 0.010701 | 0 |
no_churn
| -0.024626 | -0.000879 | 0.014037 | -0.006717 | 0.022638 | 0.067617 | -0.007566 | -0.013531 |
Male
| 59 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
45 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2787fb7d-2061-41a0-adda-c33e872b3e9b
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.099599 | -0.007143 | 0.007776 | -0.072312 | -0.036505 | 0.036637 | -0.027097 | -0.045782 |
Female
| 62 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d351cf37-7dca-4f72-8af4-308430550c68
|
no_churn
| 0.00166 | 0 |
no_churn
| -0.07993 | -0.001489 | 0.00138 | -0.002885 | -0.030068 | 0.057134 | -0.023075 | -0.040092 |
Female
| 36 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,725,600 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27085630-7248-4cef-bf6b-dbdaac57c7c3
|
no_churn
| 0.100001 | 0 |
no_churn
| 0.139547 | 0.00117 | 0.044567 | -0.084847 | 0.026057 | 0.101304 | -0.018388 | 0.001699 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
781b761a-e7cb-45e9-80c0-fbb69dc35bbe
|
no_churn
| 0.032369 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 27 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,725,600 |
12 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
12a62177-a0f6-4fc1-9b8a-88afbd973295
|
no_churn
| 0.024982 | 0 |
no_churn
| 0.06014 | -0.000884 | -0.035229 | -0.002866 | -0.002807 | -0.109585 | -0.029797 | -0.039229 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
29 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3e2cd1e3-7f09-4e4b-9252-d73e37ec499f
|
no_churn
| 0.133823 | 0 |
no_churn
| -0.087821 | -0.003909 | 0.000867 | -0.047216 | -0.023811 | -0.064361 | -0.018832 | -0.023943 |
Male
| 45 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58a608a8-2011-4e91-add8-8e27f3bdb836
|
no_churn
| 0.38458 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
6 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a1563826-8ae6-483c-a108-b331da77896a
|
no_churn
| 0.028853 | 0 |
no_churn
| -0.076906 | -0.00738 | -0.048388 | -0.069514 | 0.020504 | 0.067016 | -0.061634 | -0.037724 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d293322-edc8-428d-a9c3-c0be9722ca5e
|
no_churn
| 0.021041 | 0 |
no_churn
| -0.099811 | -0.00606 | 0.006288 | -0.083638 | 0.022082 | 0.045635 | -0.067196 | -0.086327 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84d5e66e-ca9c-422d-b5b7-198460936d44
|
no_churn
| 0.366462 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 77 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,725,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8e3497ad-0539-4b9a-8f7d-0615b3514463
|
churn
| 0.503812 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 48 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70ca064b-5ec1-4c90-8d30-e364be0532e6
|
no_churn
| 0.408953 | 0 |
no_churn
| -0.061586 | -0.015667 | -0.049316 | -0.080597 | 0.039486 | 0.06813 | -0.056532 | -0.073696 |
Female
| 68 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
17 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15ea5605-9e05-4113-964a-41877745e271
|
no_churn
| 0.329383 | 0 |
no_churn
| 0.034468 | -0.103573 | -0.030504 | -0.009156 | -0.08392 | 0.076069 | -0.036195 | -0.051215 |
Female
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5325ac9b-b1d2-4e2c-ba14-6b07c78afd3c
|
no_churn
| 0.007377 | 0 |
no_churn
| -0.056958 | -0.003022 | -0.009899 | -0.027989 | -0.02742 | -0.109934 | -0.013298 | -0.020506 |
Female
| 72 |
Yes
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e95e357a-fe89-41e0-8c2c-e5a83d36c3e3
|
no_churn
| 0.530174 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
21 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6aac407-22d8-4266-9c88-7b78b99a3aeb
|
no_churn
| 0.062612 | 0 |
no_churn
| -0.032372 | -0.005897 | -0.055296 | -0.129508 | 0.00409 | 0.062099 | -0.021014 | -0.011127 |
Female
| 38 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
24163231-79a4-4fdb-8184-f315a2b54e0c
|
no_churn
| 0.402803 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 62 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
23 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c162d8bc-bfba-4d09-b122-5fc4020eb2e6
|
no_churn
| 0.229461 | 0 |
no_churn
| -0.055129 | -0.016531 | 0.012466 | -0.107466 | -0.049717 | 0.040597 | -0.022629 | -0.030618 |
Male
| 70 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,725,600 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1a7c158a-0518-4f7f-8115-baf71807e80a
|
no_churn
| 0.016771 | 0 |
no_churn
| 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
63 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09cc1910-0fd7-42df-bd92-85718f9ceebe
|
no_churn
| 0.008206 | 0 |
no_churn
| -0.055252 | -0.001565 | -0.009653 | 0.002286 | -0.031894 | 0.056924 | -0.036624 | -0.043248 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
10 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4174ae0c-84eb-4d64-8d79-e0864849274d
|
no_churn
| 0.219751 | 0 |
no_churn
| -0.033471 | -0.014237 | -0.015706 | -0.113635 | -0.005698 | 0.051802 | -0.05913 | -0.073952 |
Female
| 27 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,725,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3da7f820-4cb3-4728-9d49-9b28b562d3b0
|
no_churn
| 0.02453 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41eea6d8-0459-4ccb-92ae-39495f6bb055
|
no_churn
| 0.002329 | 0 |
no_churn
| -0.10648 | -0.00408 | -0.039902 | -0.007517 | 0.009272 | 0.055589 | -0.030812 | -0.055096 |
Male
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
867ab895-9410-4010-936d-b2fa4d72f190
|
no_churn
| 0.106636 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 33 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
29 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f32486fe-f0dd-4013-905a-f8b4840fb360
|
no_churn
| 0.239378 | 0 |
no_churn
| 0.063919 | 0.192646 | 0.090386 | 0.014589 | 0.085263 | 0.136546 | 0.009106 | -0.001482 |
Male
| 60 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,725,600 |
4 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
50bf4129-c5f5-4d5f-886e-fd9ac6bc0fac
|
churn
| 0.448671 | 1 |
churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe758120-c4fb-43f1-9b00-97cff1b88fdd
|
no_churn
| 0.319711 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 66 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
57 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
fef023a8-1865-4a27-88b1-2200b4b3e491
|
no_churn
| 0.074556 | 0 |
no_churn
| 0.028065 | 0.000166 | 0.035774 | 0.06238 | 0.034657 | 0.002334 | -0.016752 | -0.005649 |
Female
| 46 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
25 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3380e765-136d-4fbc-89ed-0f54e1cd6d14
|
no_churn
| 0.074265 | 0 |
no_churn
| -0.103168 | -0.007022 | -0.032056 | -0.056655 | -0.055333 | 0.029371 | -0.023975 | -0.020189 |
Male
| 26 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1dda9a11-427d-45a3-89aa-37e766f114a1
|
no_churn
| 0.006086 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
70 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c1df18dc-b116-4700-a218-6816c9c1b006
|
no_churn
| 0.01183 | 0 |
no_churn
| -0.037819 | -0.00276 | -0.025825 | -0.024925 | -0.003969 | -0.13823 | -0.011322 | -0.024177 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
22 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6443ddb6-5175-41c3-9570-ea4d4c9a6a09
|
no_churn
| 0.070796 | 0 |
no_churn
| 0.129041 | -0.007873 | 0.037139 | 0.09796 | 0.103114 | 0.115666 | -0.000962 | 0.007758 |
Female
| 42 |
No
|
No
|
Retired
|
Rural
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7eb6b4be-6495-4463-a296-0fd636946992
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 30 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Doctor
| 1,672,725,600 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b656ff86-836a-45b4-9630-c35539a7e839
|
no_churn
| 0.441151 | 0 |
no_churn
| 0.027794 | -0.011964 | -0.016636 | -0.148777 | -0.094111 | 0.058259 | -0.044004 | -0.039589 |
Female
| 52 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,725,600 |
24 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8dfa3f9-e656-4f37-a6f8-b47677d18014
|
no_churn
| 0.092523 | 0 |
no_churn
| -0.07669 | -0.007556 | 0.015964 | -0.030632 | -0.111636 | 0.030326 | -0.039022 | -0.029779 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
5 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0205ad6a-1c2d-46a4-ba15-7380dc25eb8b
|
no_churn
| 0.26335 | 0 |
no_churn
| -0.000893 | -0.020225 | -0.090986 | -0.060594 | -0.060785 | 0.047495 | -0.042813 | -0.036378 |
Female
| 33 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7e9911e2-cb4a-480e-86c7-a002058c361e
|
no_churn
| 0.433513 | 0 |
no_churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Male
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b881719-34ee-4815-97a2-5950522dfa80
|
no_churn
| 0.04967 | 0 |
no_churn
| -0.092212 | -0.005816 | 0.009917 | -0.012114 | -0.132586 | 0.035204 | -0.021755 | -0.016331 |
Female
| 57 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8546d75a-afad-40a2-8ade-a1813bcc5975
|
no_churn
| 0.176106 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
f0c28047-e29b-40fd-a08c-14a5f556feae
|
churn
| 0.045558 | 1 |
churn
| -0.03683 | -0.00418 | -0.020178 | -0.107207 | 0.028054 | -0.047846 | -0.029765 | -0.031073 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
67 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41c51de9-dfc5-44e5-93cb-a8d7fd9a6ac1
|
no_churn
| 0.005948 | 0 |
no_churn
| -0.077379 | -0.002979 | -0.006595 | -0.078959 | 0.00546 | 0.045548 | -0.032123 | -0.04 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
15823165-536c-49db-aab4-322f07130aed
|
no_churn
| 0.00942 | 0 |
no_churn
| -0.056188 | -0.003675 | -0.017357 | -0.021411 | -0.000344 | -0.11868 | -0.022724 | -0.028646 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8fc4cdfc-38a1-43bf-8d83-6d4f625848f8
|
no_churn
| 0.159566 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 36 |
Yes
|
No
|
Retired
|
Suburban
|
Doctor
| 1,672,725,600 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
56ad2389-f540-4f41-9ad1-f75f992e159c
|
no_churn
| 0.021112 | 0 |
no_churn
| -0.032411 | -0.005014 | -0.037117 | -0.029807 | -0.001551 | -0.085108 | -0.039889 | -0.038131 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
8 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ace6546-ab98-457d-9e4b-8b9893da9436
|
churn
| 0.166522 | 1 |
churn
| 0.136258 | -0.010831 | 0.034574 | -0.015825 | 0.092066 | 0.094851 | -0.040348 | -0.051437 |
Male
| 66 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec3e414a-b41b-4a45-aa4c-147aa005ff05
|
churn
| 0.532629 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 43 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,725,600 |
68 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
56109f9e-e9ff-430e-9e4e-d56e1a3b70af
|
no_churn
| 0.023695 | 0 |
no_churn
| -0.128523 | 0.019339 | -0.004174 | -0.011229 | -0.00797 | -0.067152 | -0.03091 | -0.028407 |
Male
| 25 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f88900c-40a2-429a-9682-132fb77bdbeb
|
no_churn
| 0.226597 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07805a2d-c33d-4567-b2fd-d94048415fb8
|
no_churn
| 0.295498 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 28 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d6a23ee9-fc3e-460a-9cf3-ca7fd44f6f28
|
no_churn
| 0.319711 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 28 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,725,600 |
63 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
98433641-2aea-4fb5-8c7e-30dda5c1c523
|
no_churn
| 0.005727 | 0 |
no_churn
| -0.049817 | -0.002922 | -0.007758 | -0.018211 | 0.002708 | -0.13358 | -0.028019 | -0.031427 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
01cb8c2c-6767-45f4-ab96-381e847e7aaf
|
no_churn
| 0.021294 | 0 |
no_churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6fe18d09-cfea-4f61-b28c-0e6b8067d85e
|
churn
| 0.277054 | 1 |
churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
2 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a4c4841-5df9-4d8c-bb8e-1697e6ca5a07
|
churn
| 0.354916 | 1 |
churn
| 0.104646 | -0.008306 | -0.020163 | -0.088875 | -0.046848 | 0.082932 | -0.049173 | -0.072328 |
Female
| 76 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
29 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
9fa60115-79fd-47dc-a6ad-1b6610811ba9
|
no_churn
| 0.084563 | 0 |
no_churn
| -0.053716 | 0.046006 | 0.013141 | -0.022382 | 0.028588 | -0.211427 | -0.023312 | -0.025925 |
Female
| 80 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,725,600 |
67 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9493ccb1-dea4-4413-b3b7-223bd4d7efed
|
no_churn
| 0.131805 | 0 |
no_churn
| -0.100249 | -0.002171 | 0.036298 | -0.004519 | 0.055668 | 0.070385 | -0.028481 | -0.024623 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d04e18b9-8649-470e-9753-dc544f2d4cd2
|
no_churn
| 0.017456 | 0 |
no_churn
| -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 |
Male
| 31 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53e90ca2-ce1a-47d1-a6eb-e2585b7289cf
|
no_churn
| 0.296113 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,725,600 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
7b23d0a2-f08e-4b14-a62a-74c63900cde9
|
no_churn
| 0.091193 | 0 |
no_churn
| -0.021125 | -0.008264 | 0.001567 | -0.050942 | -0.010409 | -0.082563 | -0.03759 | -0.039701 |
Male
| 70 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc309750-efb6-4921-91a5-f25c5e98ed44
|
no_churn
| 0.43949 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
3 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0cd836a0-ed41-44b9-968f-6e9887ce72a3
|
churn
| 0.657749 | 1 |
churn
| 0.161613 | 0.100334 | 0.035027 | 0.010374 | 0.067211 | 0.145554 | -0.007111 | 0.004512 |
Female
| 36 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,725,600 |
49 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
49c42fc8-48b0-4a68-8f4e-b3c9d9bae0f7
|
no_churn
| 0.00959 | 0 |
no_churn
| -0.051065 | -0.004848 | -0.023345 | -0.017386 | 0.014031 | -0.110216 | -0.024116 | -0.052081 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
49 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6d434db9-b00e-4721-bb97-b6455da20a10
|
no_churn
| 0.480491 | 1 |
churn
| -0.135958 | -0.000057 | 0.074257 | 0.012337 | 0.036361 | 0.108479 | 0.101427 | 0.104127 |
Female
| 59 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,725,600 |
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