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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b3c1988-04ca-48df-abb2-2972c9991daf
|
churn
| 0.706284 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 77 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
41 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c489f31-4f72-4dd8-9063-ad6245e47798
|
no_churn
| 0.332145 | 0 |
no_churn
| -0.045958 | -0.006394 | -0.008498 | 0.040928 | -0.137768 | 0.028762 | -0.030523 | -0.039574 |
Male
| 30 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c2bf21de-f23e-4fab-acc8-47ba15dc5beb
|
churn
| 0.427822 | 1 |
churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Male
| 45 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c5b3a22-182c-4708-9586-7a14ef597123
|
no_churn
| 0.015617 | 0 |
no_churn
| -0.17674 | -0.00434 | 0.009904 | 0.053916 | -0.019714 | 0.046872 | -0.002844 | -0.026081 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
37 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
19de3527-c5f1-49f9-8231-abef8a1eee89
|
no_churn
| 0.304077 | 0 |
no_churn
| -0.128372 | -0.010711 | -0.079002 | 0.070656 | -0.050393 | 0.052284 | -0.010449 | -0.008066 |
Male
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf28bfc9-8ceb-477e-84c3-5d8f8fbd7e14
|
no_churn
| 0.096744 | 0 |
no_churn
| -0.017926 | -0.010363 | -0.023386 | 0.077053 | -0.218636 | 0.022028 | -0.017461 | -0.030334 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
57 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3b503bd6-fc59-42b7-bc51-a979b6bc9899
|
no_churn
| 0.178048 | 0 |
no_churn
| -0.201653 | -0.006859 | -0.004071 | 0.035066 | -0.069127 | 0.019255 | -0.019385 | -0.022251 |
Male
| 22 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
11 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc56a3d1-db74-47ed-8423-c9a5bef719ee
|
churn
| 0.464857 | 1 |
churn
| -0.013226 | -0.003983 | -0.042523 | 0.028115 | -0.169354 | 0.054016 | -0.035588 | -0.053983 |
Female
| 54 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43206549-e4fd-43a6-be56-f59568dd2c6e
|
no_churn
| 0.417428 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 24 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
179ba3a6-9e3a-42af-a229-7cfbeb7a3445
|
no_churn
| 0.062192 | 0 |
no_churn
| -0.126154 | -0.009204 | -0.041703 | 0.041736 | -0.073839 | 0.037605 | -0.019194 | -0.018273 |
Male
| 27 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
11 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
69e7a46a-5721-408c-b91a-191136ae7d70
|
no_churn
| 0.326082 | 0 |
no_churn
| -0.026675 | -0.072326 | -0.059247 | -0.056105 | -0.047586 | 0.072381 | 0.036749 | 0.033783 |
Female
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
13 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7f91e657-7675-459f-82b7-5df1be5380a0
|
no_churn
| 0.459929 | 0 |
no_churn
| 0.017368 | 0.038744 | -0.054195 | -0.067418 | 0.000538 | 0.079364 | -0.070639 | 0.025545 |
Male
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
02db00cb-85a8-42ea-80c9-c18167cf9f01
|
no_churn
| 0.235682 | 0 |
no_churn
| -0.045933 | -0.005721 | -0.110033 | -0.132559 | 0.030855 | 0.057733 | -0.094347 | 0.060979 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
51 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
775d520c-eb9e-45d9-8b2c-f594bb74a2fa
|
no_churn
| 0.291347 | 0 |
no_churn
| -0.187363 | 0.021729 | 0.007517 | -0.012894 | -0.114916 | 0.052276 | -0.009954 | 0.034579 |
Female
| 49 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
52435af3-0e72-4a19-baca-226c6e9f6536
|
churn
| 0.64272 | 1 |
churn
| 0.213886 | -0.012388 | -0.066757 | -0.114756 | -0.0737 | 0.112097 | 0.107315 | 0.025277 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
10 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
18cae047-9839-466c-9dd3-a01db08fe733
|
churn
| 0.401562 | 1 |
churn
| 0.132969 | -0.00296 | -0.032263 | -0.045964 | 0.062138 | 0.130407 | 0.113228 | 0.086251 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9a14f84e-70b2-45b9-adea-2b2761b89fbf
|
churn
| 0.397362 | 1 |
churn
| 0.259282 | -0.005692 | -0.024566 | -0.011171 | 0.100747 | 0.146803 | 0.137915 | 0.127656 |
Male
| 28 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
9 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
2ff18879-5339-49dc-a7a9-b97b1169d713
|
no_churn
| 0.210419 | 0 |
no_churn
| 0.095316 | -0.003515 | 0.100055 | -0.010865 | 0.153905 | 0.13824 | 0.104684 | 0.118821 |
Male
| 67 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0fed2002-1ff0-4cef-878c-4384fed6840f
|
no_churn
| 0.08189 | 0 |
no_churn
| -0.144037 | -0.002111 | -0.001321 | 0.004882 | -0.123248 | 0.054568 | 0.085906 | 0.056336 |
Male
| 49 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
54 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2774f7f4-d4a8-4bb7-9bef-ec4a8500d8c0
|
no_churn
| 0.020879 | 0 |
no_churn
| -0.138224 | -0.002383 | -0.048519 | -0.023653 | 0.105988 | 0.055821 | 0.053115 | 0.093829 |
Male
| 26 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
a6fed497-3fae-4ebc-a21d-f00dce59daaa
|
no_churn
| 0.142357 | 0 |
no_churn
| 0.045054 | -0.005374 | -0.064107 | -0.012689 | 0.114765 | 0.088949 | 0.097449 | 0.11061 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
62 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
43889247-23be-4f9f-bd7c-88ea317358a9
|
no_churn
| 0.015993 | 0 |
no_churn
| -0.082189 | 0.013926 | 0.002861 | -0.015433 | -0.037173 | -0.206653 | 0.033084 | 0.022552 |
Male
| 78 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,157,600 |
15 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
de49ae11-8968-40e8-9a45-d4988e60856c
|
no_churn
| 0.028807 | 0 |
no_churn
| -0.007439 | 0.016269 | -0.011008 | -0.037131 | -0.054429 | -0.180754 | -0.002661 | 0.028127 |
Female
| 45 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
34 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f5669e91-bf32-4e3d-a741-188b824df233
|
no_churn
| 0.009205 | 0 |
no_churn
| -0.039685 | -0.003953 | 0.003853 | -0.048024 | -0.047385 | -0.103738 | -0.014849 | -0.015246 |
Female
| 61 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69a0b352-ff92-4d58-a313-5b44bde7315a
|
no_churn
| 0.183076 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2df339c-db8c-4666-8a0b-7fc9dd6f5220
|
no_churn
| 0.136903 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 23 |
No
|
No
|
Retired
|
Urban
|
College
| 1,673,157,600 |
16 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a90bdf73-ba45-49fa-8155-e5edf64d933a
|
no_churn
| 0.142865 | 0 |
no_churn
| -0.028983 | -0.006231 | -0.008002 | -0.112858 | -0.087445 | 0.05225 | -0.03747 | -0.032788 |
Female
| 72 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f27f994-9955-4dd2-9e17-1ef01a3a29c2
|
no_churn
| 0.001926 | 0 |
no_churn
| -0.057106 | -0.003686 | 0.001673 | -0.029094 | 0.00212 | 0.056373 | -0.016513 | -0.012795 |
Female
| 74 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
1 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f6ab015-d059-4faa-a6c5-2b0042f8139d
|
no_churn
| 0.568843 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8729098-936f-4004-b1a6-dd7b0cf09028
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ad4e81b-290b-415b-8304-ac7594cfe3a1
|
no_churn
| 0.181257 | 0 |
no_churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c7028159-5870-4f49-9330-28a9d3d82aee
|
no_churn
| 0.030824 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 51 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0e592f15-2f5c-440e-8c60-97b809e2ca6c
|
no_churn
| 0.001502 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
66 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6031355-0489-4614-affe-0922ae87cd76
|
no_churn
| 0.013126 | 0 |
no_churn
| -0.017556 | -0.003241 | -0.014015 | -0.038281 | -0.004828 | 0.047528 | -0.016867 | -0.011766 |
Female
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
35 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
08711c98-573c-4d98-b4e8-3dd9f8a73e96
|
no_churn
| 0.007432 | 0 |
no_churn
| -0.063955 | -0.006045 | -0.0267 | -0.053529 | 0.032344 | 0.047413 | -0.0335 | -0.035052 |
Male
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0637cde6-09ce-45d7-a8fa-858141ec37e7
|
no_churn
| 0.253465 | 0 |
no_churn
| -0.040596 | 0.008226 | 0.003021 | -0.05998 | -0.14675 | 0.047634 | -0.033406 | -0.047176 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d7b96eae-cbed-47fb-b5d0-8847ef2ffd8e
|
no_churn
| 0.469895 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
72804b52-60ac-497f-a4c9-e609109e56de
|
no_churn
| 0.078665 | 0 |
no_churn
| -0.022809 | -0.002587 | 0.008962 | -0.021193 | -0.027132 | -0.119111 | -0.020162 | -0.016137 |
Female
| 64 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
8 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e95aa8a-cc8c-4f45-ba2f-3ce730d70eb7
|
churn
| 0.061024 | 1 |
churn
| 0.136258 | -0.010831 | 0.034574 | -0.015825 | 0.092066 | 0.094851 | -0.040348 | -0.051437 |
Female
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aefae12a-54a5-43dc-8bf1-01a46d2457b0
|
no_churn
| 0.222642 | 0 |
no_churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
26 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd5bd99b-bc69-4221-ba78-adfbaa01c910
|
no_churn
| 0.02944 | 0 |
no_churn
| -0.123166 | -0.007269 | -0.044438 | -0.049972 | 0.0128 | 0.03554 | -0.047972 | -0.044549 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
29 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
132d6ab0-ef85-48cb-9410-4359b0b43e1b
|
no_churn
| 0.04191 | 0 |
no_churn
| 0.102044 | -0.005199 | 0.034455 | 0.056845 | 0.103657 | 0.09939 | -0.030329 | -0.039889 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4471a628-1179-4b11-a635-e2e897974fb3
|
no_churn
| 0.242206 | 0 |
no_churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Male
| 47 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5c7c5e7-fbc1-4097-837a-06f3bace3a4a
|
no_churn
| 0.053801 | 0 |
no_churn
| -0.081234 | -0.009735 | -0.032378 | -0.06355 | 0.007915 | 0.041732 | -0.06171 | -0.070065 |
Female
| 34 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7fe73724-ec78-4580-9b0b-6296c7a5d572
|
churn
| 0.217767 | 1 |
churn
| 0.072442 | -0.01467 | -0.037415 | -0.07052 | 0.060746 | 0.090977 | -0.00698 | 0.004717 |
Female
| 43 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
20 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b62add0-c981-4015-94f0-7cdae97eb132
|
no_churn
| 0.041998 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
45 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38229558-604f-4269-8559-68e967702436
|
no_churn
| 0.010448 | 0 |
no_churn
| -0.141125 | -0.006181 | -0.038316 | -0.045562 | 0.011044 | 0.028936 | -0.038407 | -0.039415 |
Male
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ef041280-2450-4111-8340-31e960233ac1
|
no_churn
| 0.032984 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Female
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd435814-a182-485f-b35f-662157d3ca71
|
no_churn
| 0.006304 | 0 |
no_churn
| -0.09275 | -0.002986 | -0.01285 | -0.053376 | 0.003383 | 0.046578 | -0.036256 | -0.050769 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
10 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b70ee1d-939b-4f37-a29d-cdd9f8681fb4
|
no_churn
| 0.030731 | 0 |
no_churn
| -0.045762 | -0.010829 | -0.03072 | -0.068255 | -0.042507 | 0.048107 | -0.036037 | -0.029023 |
Male
| 53 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22c48b40-ca5d-46ff-a10c-23b8090a6912
|
no_churn
| 0.469901 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
25 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e0d8dc7-6526-4b56-8636-68193352a74a
|
no_churn
| 0.028654 | 0 |
no_churn
| -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
60 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ba1b706-a2c9-4cd7-a0f9-46756592c375
|
no_churn
| 0.006545 | 0 |
no_churn
| 0.110755 | 0.002326 | 0.050349 | 0.117451 | 0.100279 | 0.091586 | 0.00464 | 0.023587 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d81cea23-ae50-4530-bc9f-e5d339f3ae40
|
no_churn
| 0.020728 | 0 |
no_churn
| -0.05266 | -0.003158 | -0.091195 | -0.005873 | -0.002285 | 0.046778 | -0.01268 | -0.037954 |
Male
| 31 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f621be8-9fdb-4ffd-b2da-e6802bbadce3
|
churn
| 0.143731 | 1 |
churn
| -0.040596 | 0.008226 | 0.003021 | -0.05998 | -0.14675 | 0.047634 | -0.033406 | -0.047176 |
Female
| 67 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b8adac7-badc-453d-bd70-4c0a2ea6ece7
|
no_churn
| 0.022679 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 46 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
663c8cb2-e5f0-46b5-9a01-0bc0140dd774
|
no_churn
| 0.516349 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 63 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,157,600 |
22 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f0e1a594-9968-4319-a4fc-957aa3a7a260
|
churn
| 0.189132 | 1 |
churn
| 0.025882 | -0.01426 | -0.081511 | -0.063341 | -0.008644 | 0.053532 | -0.027788 | -0.022228 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
19 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
522c2794-21af-4ad4-bed6-b2c04052a959
|
no_churn
| 0.046403 | 0 |
no_churn
| -0.068635 | -0.007536 | -0.022794 | -0.076431 | -0.054451 | 0.030302 | -0.039664 | -0.029817 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
32 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea6c858c-2e40-4cf6-b9d1-d895e84d0131
|
no_churn
| 0.02325 | 0 |
no_churn
| -0.00668 | -0.012922 | 0.010466 | -0.058729 | -0.031771 | 0.060931 | -0.018257 | -0.012063 |
Male
| 34 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
29805276-5218-43bb-9f2e-94f019133f57
|
no_churn
| 0.012383 | 0 |
no_churn
| -0.06597 | -0.000916 | 0.065337 | 0.040297 | 0.078259 | 0.087379 | -0.010364 | 0.001954 |
Male
| 68 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
9 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
221c0593-0c78-459b-b78e-0e123f4f59e0
|
churn
| 0.176891 | 1 |
churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
15 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb8cc935-10c0-4638-875c-35ca3ef8772c
|
no_churn
| 0.141677 | 0 |
no_churn
| 0.058415 | -0.00471 | 0.00911 | -0.119725 | 0.063287 | 0.08162 | -0.046631 | -0.056963 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
55 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c180e107-5832-4797-8685-b268b6badb2b
|
no_churn
| 0.012282 | 0 |
no_churn
| 0.034916 | 0.000942 | 0.012452 | 0.030286 | 0.024411 | -0.026055 | -0.004122 | -0.00119 |
Male
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83d096d1-7690-4a6b-8324-348ba1be2ab6
|
churn
| 0.451748 | 1 |
churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Male
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
56 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c9aa8e6e-c939-4257-9203-080003f5ad2c
|
no_churn
| 0.03535 | 0 |
no_churn
| 0.005458 | -0.003294 | -0.048278 | -0.0624 | 0.06239 | 0.036957 | -0.03511 | -0.044749 |
Male
| 38 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
55 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e5f8486-2999-4681-98f9-b1eda39b5142
|
no_churn
| 0.058955 | 0 |
no_churn
| -0.083712 | -0.004889 | -0.081552 | 0.004041 | 0.0396 | 0.024285 | -0.040378 | -0.056422 |
Female
| 55 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d2eb9ab-80dc-4dce-9730-bc1ddecbab94
|
churn
| 0.488895 | 1 |
churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
52 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e3bb5324-79b7-4bdb-aa5c-56a3301a46a4
|
no_churn
| 0.01566 | 0 |
no_churn
| -0.05172 | -0.003851 | -0.007547 | -0.039793 | 0.011201 | -0.109732 | -0.028133 | -0.039451 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4da5d9bd-281f-4282-828a-2f71db871516
|
no_churn
| 0.08339 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Female
| 77 |
Yes
|
No
|
Unemployed
|
Urban
|
Doctor
| 1,673,157,600 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73b3852c-7bd3-428b-8f12-24f13d9c5652
|
no_churn
| 0.108261 | 0 |
no_churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Female
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
38 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
838c9655-35a7-4dc0-a54c-18cffc0c9007
|
no_churn
| 0.01739 | 0 |
no_churn
| -0.029805 | -0.003826 | 0.005247 | -0.119094 | -0.032311 | -0.027749 | -0.020218 | -0.02927 |
Female
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
45 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
18407365-653b-47e7-af2a-d36bd724ce39
|
no_churn
| 0.111858 | 0 |
no_churn
| -0.131309 | -0.005648 | -0.077247 | -0.014136 | 0.029473 | 0.040995 | -0.031765 | -0.043674 |
Male
| 46 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,157,600 |
16 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2ee2d8c4-90c2-4ba5-85d6-4767ed5fc861
|
no_churn
| 0.221249 | 0 |
no_churn
| 0.103155 | -0.004815 | -0.026793 | 0.025393 | -0.062838 | 0.09609 | -0.012781 | -0.023744 |
Female
| 63 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c87a7bd-08f0-4b3e-a23c-ed6350a52aac
|
no_churn
| 0.448134 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
995dc96e-61ea-4062-a2d4-858fc020f30a
|
no_churn
| 0.094697 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 33 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,673,157,600 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40148465-ce05-47b0-9109-c456369b2089
|
no_churn
| 0.017182 | 0 |
no_churn
| -0.081628 | -0.003735 | -0.017443 | -0.030086 | -0.009078 | 0.045169 | -0.040197 | -0.052028 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
19 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ed88cdf-a710-4fc7-87b2-d26265573c43
|
no_churn
| 0.178732 | 0 |
no_churn
| 0.163834 | 0.001909 | 0.065545 | 0.149924 | 0.095851 | 0.11698 | -0.00707 | 0.017334 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb70cce1-2722-415f-a4a3-118c9a1ddcbf
|
no_churn
| 0.014967 | 0 |
no_churn
| -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 |
Male
| 31 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47d95039-c6ab-4324-a2ba-690055d87d05
|
churn
| 0.220752 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
68 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
cadddb70-5b72-4ef2-93a5-c2479d262eab
|
no_churn
| 0.010188 | 0 |
no_churn
| -0.06834 | -0.003432 | 0.006137 | -0.012645 | 0.006637 | -0.154301 | -0.019309 | -0.023774 |
Male
| 26 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
4 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98ff6fac-115c-43a9-8d9b-f95e7b8c394c
|
no_churn
| 0.038555 | 0 |
no_churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Male
| 56 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
93f82427-b837-4b9a-97e7-3cacb172de2f
|
churn
| 0.305014 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 57 |
No
|
No
|
Retired
|
Rural
|
Master
| 1,673,157,600 |
72 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b825c41-2f12-45c8-9b5f-0a9efc1d1ac8
|
no_churn
| 0.001635 | 0 |
no_churn
| -0.07993 | -0.001489 | 0.00138 | -0.002885 | -0.030068 | 0.057134 | -0.023075 | -0.040092 |
Female
| 32 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,157,600 |
7 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94d5f15f-37a9-4e4f-a2d1-954bd104f8f8
|
no_churn
| 0.03084 | 0 |
no_churn
| 0.245917 | 0.001274 | 0.069337 | 0.095163 | 0.146562 | 0.096613 | -0.01287 | -0.041023 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1b68712f-b10d-4449-818f-b7771ec139ea
|
no_churn
| 0.382613 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d70f8b1-b457-4e2c-a52e-9c3c941363de
|
no_churn
| 0.246069 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc1296c5-1f09-483e-b810-db71299d00db
|
no_churn
| 0.246251 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
23 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3bf75f34-bfa1-4414-86fe-307f4abd924b
|
no_churn
| 0.138522 | 0 |
no_churn
| -0.126434 | -0.00628 | -0.040194 | -0.046728 | 0.002406 | 0.035768 | -0.04348 | -0.034084 |
Female
| 34 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,157,600 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0c996157-bc37-47ff-ba69-3e67c2d5dc13
|
no_churn
| 0.154692 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
70 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
3b81cc70-e5e9-415a-a069-84cdbd013981
|
no_churn
| 0.006178 | 0 |
no_churn
| -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3a39073-c95b-4d24-874d-c285877a7d3a
|
churn
| 0.210391 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
25 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4686851-9e82-48f8-ba7b-6cc177f87983
|
churn
| 0.368502 | 1 |
churn
| 0.102312 | 0.174595 | 0.061673 | 0.03513 | 0.136492 | 0.136629 | 0.003846 | 0.000297 |
Male
| 58 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2f2ca3cb-9863-4922-a092-4cd2df821e63
|
churn
| 0.189402 | 1 |
churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
43 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4db3ade2-3f35-4987-b4ad-8ef39052c20c
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.036228 | -0.000789 | 0.072417 | 0.012202 | 0.08627 | 0.096564 | -0.013963 | -0.008285 |
Male
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82075bdb-2b58-4298-bad3-0ff4eb04b3b2
|
no_churn
| 0.08929 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 50 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
53 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dceba879-c160-4e77-a81d-2f061f628ccd
|
no_churn
| 0.013437 | 0 |
no_churn
| -0.123474 | -0.004333 | -0.02183 | -0.076014 | 0.026072 | 0.022908 | -0.033613 | -0.048744 |
Female
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
13 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb82c952-8008-4f0a-a88c-358d93d56c90
|
no_churn
| 0.088231 | 0 |
no_churn
| -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d3f656f6-b6c6-41da-88cf-871db8182bc3
|
no_churn
| 0.442206 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
37 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b872d55-2ce5-4a9c-9f70-0951df95db2b
|
no_churn
| 0.091117 | 0 |
no_churn
| -0.086162 | -0.007507 | -0.011903 | -0.039573 | 0.02202 | 0.041644 | -0.024388 | -0.033157 |
Male
| 22 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
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