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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f38abf9-8797-4465-a5b3-942b5c78099a
|
churn
| 0.364768 | 1 |
churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 62 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
935c6330-4443-4577-9a17-cf3aafebdb01
|
no_churn
| 0.448617 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 55 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
cfa70147-4393-497c-b494-a59754117a27
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Female
| 56 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
20 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4908459-50f7-4376-ba36-85becfeae96c
|
no_churn
| 0.225046 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b5005dd0-4657-4c49-94b8-50e678409dbb
|
churn
| 0.338281 | 1 |
churn
| 0.073023 | -0.006079 | -0.05304 | 0.056671 | 0.108848 | 0.09753 | 0.176346 | 0.123889 |
Male
| 45 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
940424e0-1aed-4f1b-a43b-ef223cea5756
|
no_churn
| 0.013326 | 0 |
no_churn
| -0.079384 | 0.008048 | -0.005712 | -0.033788 | -0.056347 | -0.130291 | 0.01091 | 0.017538 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b7ed492f-2354-44ca-b110-af7347bf0310
|
no_churn
| 0.004154 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d2e7a286-c986-4794-a843-68f847ea487b
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.168964 | -0.002125 | -0.004878 | 0.012818 | -0.095707 | 0.05025 | 0.079838 | 0.053075 |
Male
| 21 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0871558-532c-4dcb-9633-d68f4660466d
|
churn
| 0.780569 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
71 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a4e41613-3535-48cf-9c1b-2142af5d5f81
|
no_churn
| 0.003698 | 0 |
no_churn
| -0.075988 | -0.003154 | -0.001914 | -0.033141 | 0.004669 | -0.116725 | -0.018831 | -0.023941 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3437b85b-cb55-4248-a9f0-7866eede4183
|
churn
| 0.165846 | 1 |
churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f50160b2-3baa-4f28-9495-07cd9f931d52
|
churn
| 0.725746 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Male
| 75 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6d7e9296-8ea8-41e3-96c7-d8ca1b98476e
|
churn
| 0.439676 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ab4bcf0-4b0c-41d6-98c8-ad2d2b6c2c87
|
no_churn
| 0.084565 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
83a38515-b8ca-4d44-90e9-9e23a872848e
|
no_churn
| 0.001981 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Female
| 20 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6557f8e4-fb53-46e5-ba3f-71bf59133865
|
no_churn
| 0.341131 | 0 |
no_churn
| -0.186094 | -0.004931 | -0.016649 | -0.145095 | 0.018643 | 0.050983 | -0.035603 | 0.059721 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
68664815-9ffd-481f-baf8-18f5bae51a82
|
no_churn
| 0.479141 | 0 |
no_churn
| -0.007359 | -0.005729 | -0.029583 | -0.084767 | -0.015601 | 0.069484 | -0.000254 | 0.083354 |
Male
| 63 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e006b3a6-b82a-42b2-87ad-83bfc8f0d415
|
no_churn
| 0.046912 | 0 |
no_churn
| -0.06486 | -0.006871 | 0.006393 | -0.036637 | 0.003195 | -0.100724 | -0.022646 | -0.041421 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
17 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af626bb8-c2e8-490c-aa33-c23a1b7dce88
|
no_churn
| 0.060184 | 0 |
no_churn
| 0.080024 | 0.016602 | -0.020626 | -0.017022 | 0.075152 | 0.113961 | -0.029452 | -0.017332 |
Female
| 49 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fef0db45-d3a9-4540-8ab4-824c71cacde8
|
no_churn
| 0.013416 | 0 |
no_churn
| 0.078409 | -0.002751 | 0.002043 | -0.124675 | 0.005013 | 0.078067 | -0.034014 | -0.035078 |
Male
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7a30f6f4-3fa4-4ebd-a051-36aa4a56c4b4
|
no_churn
| 0.761905 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,330,400 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5b511d46-e6c7-4d90-8511-b928c4d95ee0
|
churn
| 0.455672 | 1 |
churn
| 0.027442 | -0.00176 | 0.091644 | -0.019201 | 0.123099 | 0.129508 | 0.166986 | 0.133255 |
Female
| 53 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
b9ae82bb-d598-45e5-9364-4cf7c220ecb9
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.087342 | 0.012202 | -0.001287 | -0.011712 | -0.0486 | -0.188458 | 0.031874 | 0.024298 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
537c6b1d-317c-4405-a906-d26b592bc0bf
|
no_churn
| 0.046912 | 0 |
no_churn
| -0.081605 | -0.010361 | 0.027017 | -0.108007 | 0.018703 | 0.059679 | -0.038435 | -0.071886 |
Female
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
66 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a2b225f3-147d-4ba1-92a9-30d61b40d141
|
churn
| 0.228494 | 1 |
churn
| -0.073748 | -0.000237 | 0.035422 | 0.033054 | 0.079895 | 0.093629 | 0.046376 | 0.061087 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
21919c4f-b0ff-4bd0-a3e2-9e8a80f79807
|
no_churn
| 0.017434 | 0 |
no_churn
| -0.01706 | -0.002151 | -0.021888 | -0.034632 | -0.045109 | -0.181666 | 0.025021 | 0.023459 |
Female
| 68 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e54177c9-c399-4e35-8376-432acdf0b65f
|
churn
| 0.167342 | 1 |
churn
| -0.049581 | -0.009321 | -0.017576 | -0.097073 | -0.037958 | 0.046631 | -0.052693 | -0.039585 |
Male
| 35 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
00cf971c-0935-45ff-adf7-258aa9d234e9
|
churn
| 0.715027 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Female
| 52 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
87a3c1a0-d758-4539-a051-e72655ffefcd
|
no_churn
| 0.318454 | 0 |
no_churn
| -0.013047 | -0.003182 | 0.127216 | 0.08888 | 0.087087 | 0.130879 | 0.050886 | 0.033484 |
Female
| 54 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf655f96-c591-4add-93eb-c3d0630ccad3
|
no_churn
| 0.761905 | 0 |
no_churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Female
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
7fccffdc-5d99-4199-b054-9a1cc10bf99c
|
no_churn
| 0.015225 | 0 |
no_churn
| -0.068223 | -0.003605 | -0.015358 | -0.021239 | -0.050985 | -0.128125 | 0.015421 | 0.023087 |
Female
| 48 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32b19d8b-0ce0-4247-9a6c-e5056ad43050
|
no_churn
| 0.002951 | 0 |
no_churn
| -0.048424 | -0.001008 | 0.019101 | -0.005099 | 0.027143 | 0.066873 | -0.006601 | -0.011013 |
Female
| 45 |
No
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,673,330,400 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f60efbb4-8053-47b8-b335-dc46ab14aa5b
|
no_churn
| 0.640295 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 60 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
62 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
10e72a5a-58ed-4237-9eaf-585e11cf0a60
|
no_churn
| 0.143487 | 0 |
no_churn
| -0.303627 | -0.003345 | -0.040759 | -0.032945 | 0.012391 | 0.033912 | 0.030163 | 0.035185 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
77a8ba94-fd69-43cf-bdbb-1dd254a32998
|
churn
| 0.736734 | 0 |
no_churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Female
| 47 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,330,400 |
16 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
325d8fef-7d81-47e6-9ebc-917bfed29180
|
no_churn
| 0.064593 | 0 |
no_churn
| 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 |
Male
| 78 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
433d98e1-e00c-4575-a028-48b216f36a40
|
churn
| 0.500432 | 1 |
churn
| 0.281326 | -0.003907 | -0.035671 | 0.175075 | 0.00905 | 0.117443 | -0.015653 | -0.008305 |
Male
| 63 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d0bc4db-628d-431f-8961-7dab0cab935c
|
churn
| 0.873898 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 69 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa3a7a7b-a21f-4c7f-bf4f-90bd768e0ee2
|
no_churn
| 0.359548 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Male
| 60 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff6da4b0-d08a-4508-91c4-07b9764f4049
|
churn
| 0.657347 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 57 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab6d64f3-ed19-4f4b-9e84-fe6ddebbb205
|
no_churn
| 0.019961 | 0 |
no_churn
| -0.103348 | -0.004463 | 0.02709 | -0.162962 | 0.030663 | 0.036747 | -0.025655 | -0.028432 |
Female
| 55 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
fd4cb8b1-c6a7-4d36-8cfd-5172b3d02b1c
|
no_churn
| 0.009474 | 0 |
no_churn
| -0.054887 | -0.004102 | -0.013653 | -0.036126 | -0.029326 | -0.100693 | -0.014025 | -0.016214 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f5208df-6f2a-4728-b10d-4c27f8f91d37
|
churn
| 0.746949 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 77 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,330,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7c8faab1-c1c1-421c-9e7d-bf47d2f893eb
|
churn
| 0.725746 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 68 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f9142c13-6440-4715-ab87-1cda1eeb32d5
|
churn
| 0.351389 | 1 |
churn
| -0.061647 | -0.024565 | -0.029928 | -0.010518 | -0.054659 | 0.090455 | -0.060283 | -0.007881 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,330,400 |
57 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8d299858-b796-46ba-895e-259ea580e948
|
no_churn
| 0.045448 | 0 |
no_churn
| -0.126683 | -0.002342 | 0.005884 | -0.034761 | -0.038759 | 0.052765 | -0.035946 | -0.039184 |
Male
| 59 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2f071bd-554e-4b0f-a174-e0bb772e17ff
|
churn
| 0.569588 | 1 |
churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
51 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b632c59-6319-40ed-9896-26d7aadc046d
|
no_churn
| 0.025203 | 0 |
no_churn
| -0.115159 | -0.005045 | -0.057752 | -0.055445 | 0.013467 | 0.037143 | -0.042135 | -0.0441 |
Female
| 62 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
fd8047db-0c58-44b3-bc46-aff78d6994f0
|
no_churn
| 0.096451 | 0 |
no_churn
| -0.148445 | -0.001401 | 0.018014 | 0.01492 | 0.012977 | -0.11568 | 0.011317 | 0.029272 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d796b0fe-089e-4ac7-891a-56253bdddd1a
|
churn
| 0.93866 | 1 |
churn
| 0.260026 | -0.004489 | 0.010868 | -0.028575 | 0.059984 | 0.161195 | 0.090646 | 0.096891 |
Female
| 62 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ab0fdf01-89d5-40f8-a37b-fcb9bb6a2dd5
|
no_churn
| 0.377166 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
67 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
baaa9a79-fd4c-41ae-a6a5-5e82ad54649b
|
churn
| 0.18897 | 1 |
churn
| -0.060434 | -0.001426 | 0.042053 | 0.053775 | 0.098718 | 0.057574 | 0.041321 | 0.089393 |
Female
| 76 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,330,400 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
130a1012-4f2e-485c-a974-658d59810e5b
|
no_churn
| 0.03176 | 0 |
no_churn
| -0.060688 | -0.004083 | -0.024472 | -0.049593 | -0.035181 | -0.058265 | -0.013737 | -0.023008 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87cbb4e1-118a-4000-a8a6-912d120e3a49
|
no_churn
| 0.018632 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
14 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
2b37aba2-d577-423d-931c-51ec9b9d9589
|
no_churn
| 0.013588 | 0 |
no_churn
| 0.014171 | -0.004134 | -0.030256 | -0.023906 | 0.053558 | -0.191174 | 0.048258 | 0.073743 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9b2a9d11-21df-46b5-837f-7c32bf9ed9f1
|
no_churn
| 0.015225 | 0 |
no_churn
| -0.08695 | -0.006377 | -0.031452 | -0.024896 | -0.109334 | 0.030546 | -0.01308 | 0.012518 |
Female
| 51 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
70 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d452edee-fdd0-4732-9d76-065554ddfd3a
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.161384 | -0.004156 | 0.00981 | -0.008379 | -0.034652 | 0.047008 | -0.026088 | 0.063815 |
Male
| 50 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,330,400 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
033ed0ec-2104-48fe-b228-771d524dc15b
|
no_churn
| 0.383645 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Male
| 65 |
Yes
|
Yes
|
Disabled
|
Urban
|
Master
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c0668b59-9c8e-40d7-9b84-6cc8adface37
|
churn
| 0.462489 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 32 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a823ab4a-3fb5-4b95-b1db-a31bf87feb34
|
no_churn
| 0.329117 | 0 |
no_churn
| -0.225314 | -0.006143 | -0.059396 | -0.036076 | -0.035421 | 0.048794 | 0.028941 | 0.035589 |
Male
| 45 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
44 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0ac93aef-e7ac-4766-b951-c7e16021c2c0
|
no_churn
| 0.310025 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Female
| 22 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fe381f1f-ce61-42b2-97b3-50020300eb45
|
churn
| 0.736734 | 0 |
no_churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Male
| 54 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
52 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
63b4ec08-4493-4644-a709-856c50c043ef
|
no_churn
| 0.248195 | 0 |
no_churn
| -0.120766 | -0.003628 | -0.109985 | -0.053796 | 0.022687 | 0.060482 | -0.018373 | -0.015648 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
044e708c-e30d-44a6-bd28-a4dcccb07726
|
no_churn
| 0.427712 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 41 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
52 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
62cfee52-6737-4ee0-a718-bc549f555154
|
no_churn
| 0.013326 | 0 |
no_churn
| -0.151157 | 0.013218 | 0.001243 | -0.068351 | -0.077397 | 0.041195 | -0.004887 | -0.012891 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a7d19d5-beec-48de-aa30-e8fc074bea9e
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59e297e7-275b-4a09-90d9-ae42820d0104
|
no_churn
| 0.185579 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Male
| 23 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
52 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
f4f04446-0608-4c22-9793-6a4c346f05ec
|
no_churn
| 0.248195 | 0 |
no_churn
| -0.073681 | -0.001572 | -0.038838 | -0.012047 | -0.027055 | -0.137187 | 0.006413 | 0.024942 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
aff16002-8f03-4615-a5c4-9cc7b05ecd46
|
no_churn
| 0.084565 | 0 |
no_churn
| -0.087096 | -0.004914 | 0.000027 | 0.035975 | 0.007743 | -0.124863 | -0.016481 | -0.025367 |
Male
| 72 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
99a289ba-7f60-415d-9809-ce5598cf6104
|
churn
| 0.165846 | 1 |
churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Male
| 51 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
38 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b47ac39f-97f1-4ae7-ab11-61e173bbb39b
|
no_churn
| 0.017848 | 0 |
no_churn
| -0.069155 | -0.011839 | -0.030281 | -0.114873 | -0.014857 | 0.038313 | -0.030718 | -0.035617 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
53 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
0e2fc379-6d80-4052-a45f-ac3718297358
|
no_churn
| 0.190511 | 1 |
churn
| -0.089748 | -0.011071 | -0.019102 | -0.054935 | 0.027385 | -0.098109 | 0.010515 | 0.045205 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2907b8ea-c20d-4231-b20f-0617123e46dc
|
no_churn
| 0.359548 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
50b583cc-b092-4478-bd6e-be6d69ed9806
|
no_churn
| 0.004154 | 0 |
no_churn
| -0.10492 | -0.004708 | -0.052885 | -0.04342 | -0.029613 | 0.034541 | -0.018638 | -0.049383 |
Female
| 72 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
70d87e18-2984-4d46-ac28-d32f159c2263
|
no_churn
| 0.427712 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30e92cd6-5334-4850-9763-93eddfc8c74a
|
no_churn
| 0.014151 | 0 |
no_churn
| -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6673460d-3fc3-4deb-bd3a-6024943336de
|
no_churn
| 0.318454 | 0 |
no_churn
| -0.013047 | -0.003182 | 0.127216 | 0.08888 | 0.087087 | 0.130879 | 0.050886 | 0.033484 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d1c8e8e6-c3ab-4440-a81a-f4c2b23d8fef
|
churn
| 0.114973 | 1 |
churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 44 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8ce144ba-b322-4c05-b728-194c0ade68fa
|
no_churn
| 0.479141 | 0 |
no_churn
| -0.007359 | -0.005729 | -0.029583 | -0.084767 | -0.015601 | 0.069484 | -0.000254 | 0.083354 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59cd1a0b-9018-42c5-8d4a-86bf1ed0dde2
|
churn
| 0.500432 | 1 |
churn
| 0.281326 | -0.003907 | -0.035671 | 0.175075 | 0.00905 | 0.117443 | -0.015653 | -0.008305 |
Female
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c0004f8d-26f9-432f-bce1-dc9126d1751f
|
churn
| 0.804799 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bab143f8-5377-4d46-a136-7db484415b9c
|
no_churn
| 0.185579 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Male
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d8da9a7-d473-4762-ad47-4512ea5469ff
|
no_churn
| 0.002329 | 0 |
no_churn
| -0.059845 | -0.00361 | 0.000853 | -0.031221 | 0.000365 | 0.054503 | -0.016787 | -0.013285 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
0a8191ee-ce72-4ef0-a3b1-4c4db6d7ceea
|
no_churn
| 0.017434 | 0 |
no_churn
| -0.01706 | -0.002151 | -0.021888 | -0.034632 | -0.045109 | -0.181666 | 0.025021 | 0.023459 |
Female
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e94a3fcb-56b8-4591-bbe9-21dc516c4fc6
|
churn
| 0.165846 | 1 |
churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Female
| 52 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
51 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
8d8818ae-1576-432a-ac96-b39cce588caa
|
no_churn
| 0.025203 | 0 |
no_churn
| -0.059293 | -0.003904 | -0.02251 | -0.031777 | 0.009609 | -0.095326 | -0.02795 | -0.037875 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
001525ef-460f-4cee-b564-60e8bab93b3e
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
71 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
ae4a4dc8-18d4-45fd-97d7-ded82eab0a45
|
no_churn
| 0.003698 | 0 |
no_churn
| -0.075988 | -0.003154 | -0.001914 | -0.033141 | 0.004669 | -0.116725 | -0.018831 | -0.023941 |
Female
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
73cacd9a-e0d8-4134-9819-1a928e8cb3c7
|
no_churn
| 0.019961 | 0 |
no_churn
| -0.055431 | -0.003209 | 0.007085 | -0.057219 | 0.015488 | -0.117804 | -0.029007 | -0.02893 |
Male
| 58 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
351aee4d-4788-4146-a59e-4cbe54427476
|
churn
| 0.569588 | 1 |
churn
| -0.052815 | -0.008048 | 0.077571 | 0.104987 | 0.034365 | 0.113401 | -0.02053 | -0.015885 |
Male
| 58 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ee598ac3-3de1-497f-967c-8396f4719b2c
|
churn
| 0.803511 | 1 |
churn
| 0.140587 | -0.002144 | 0.049934 | 0.051507 | 0.101762 | 0.147712 | 0.076373 | 0.068338 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cdf7a79e-9662-416b-8806-52ddc4431d4a
|
no_churn
| 0.202775 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce7aabea-c8d4-426b-a1f9-f3e70f63f30d
|
no_churn
| 0.383645 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Male
| 20 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,330,400 |
20 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5eeb8937-5855-43f6-8b20-2455ffb2acfc
|
no_churn
| 0.225046 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
45 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
508af498-a1c0-4efa-bea2-9cc67e4c1edf
|
no_churn
| 0.10975 | 0 |
no_churn
| -0.213918 | -0.00375 | -0.006781 | -0.033844 | 0.057122 | 0.020016 | 0.01362 | 0.04851 |
Female
| 32 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f29e67c4-00f0-427c-af68-4c98040fe8ea
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
14 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e53dbe1c-df94-48c4-bbe8-a361389b0c41
|
no_churn
| 0.013588 | 0 |
no_churn
| 0.034228 | -0.005907 | -0.086826 | -0.081871 | 0.058284 | 0.099006 | 0.073714 | 0.107528 |
Female
| 37 |
No
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,673,330,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c67772a2-bbc6-4ae6-bab4-f5f7ed50a7fd
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 49 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d32f0d3-3874-4553-955f-8314137bd1e9
|
no_churn
| 0.002329 | 0 |
no_churn
| -0.059845 | -0.00361 | 0.000853 | -0.031221 | 0.000365 | 0.054503 | -0.016787 | -0.013285 |
Male
| 61 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
8 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
55f891f1-3004-4e67-907f-7bafb4e27459
|
no_churn
| 0.013671 | 0 |
no_churn
| 0.149256 | 0.012443 | -0.008426 | 0.042468 | 0.114001 | 0.147478 | 0.053969 | 0.039785 |
Female
| 53 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
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