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
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stringclasses 5
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stringclasses 3
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stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
d5d84efb-5bf9-4349-be46-a7c09041e4db
|
no_churn
| 0.428894 | 0 |
no_churn
| 0.001871 | -0.005188 | 0.103088 | 0.111453 | 0.084251 | 0.117803 | 0.088446 | 0.059252 |
Male
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
054f2598-a4cd-4776-ba69-b623fcbb10a6
|
churn
| 0.046205 | 0 |
no_churn
| -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 |
Male
| 36 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
570bd0e8-3203-4050-8d60-5f0dc81d4169
|
no_churn
| 0.332077 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 20 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
48 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
29c54693-7a9b-4e3a-9319-df1802b4df00
|
churn
| 0.295059 | 1 |
churn
| -0.005146 | -0.006058 | -0.000896 | -0.047581 | 0.07848 | -0.080566 | 0.071546 | 0.078028 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
51 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
8bc55420-5dd5-43b5-b816-08ad0af2cdf7
|
no_churn
| 0.200192 | 0 |
no_churn
| -0.091077 | -0.003078 | 0.038797 | 0.027996 | -0.029492 | -0.200874 | -0.01037 | -0.000927 |
Female
| 47 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,552,800 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
cd8ce1bf-7788-4d60-bec4-d7d5786026c7
|
no_churn
| 0.094836 | 0 |
no_churn
| -0.041973 | -0.002872 | -0.02293 | -0.013535 | -0.020412 | 0.087732 | 0.071178 | 0.016786 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,552,800 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21aa3897-fa34-409a-a38a-8c90bc41bf60
|
no_churn
| 0.561147 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 34 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8ef0d21f-7331-431b-bd6f-ee26df1a7000
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Male
| 58 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,552,800 |
39 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b71b1700-0030-432e-a496-729d41c4ffbd
|
churn
| 0.631806 | 1 |
churn
| -0.043028 | -0.00334 | 0.105865 | 0.096616 | 0.088291 | 0.13118 | 0.141937 | 0.128454 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
324cdccc-261d-41d7-907c-b20737253f2e
|
no_churn
| 0.358264 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
61801bf0-be36-4a9e-be8b-9c6d6e9661b4
|
churn
| 0.876786 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 71 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
d455281c-4705-43aa-8772-4cd63cf7d307
|
no_churn
| 0.118324 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 49 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
14b94331-5f3f-49de-8911-4f92bba42519
|
churn
| 0.865616 | 1 |
churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Female
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
93aba375-1b83-42fb-b87d-e0a6111e2178
|
no_churn
| 0.817008 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
04d3adfe-d5b4-4652-938b-61e9d6c8563b
|
no_churn
| 0.059273 | 0 |
no_churn
| 0.057113 | 0.001596 | 0.028039 | 0.102437 | 0.120155 | -0.046992 | 0.15087 | 0.097758 |
Female
| 46 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,552,800 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5342566-c956-4038-98fd-a486e0c9ddd9
|
churn
| 0.618137 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Female
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
61 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
9da984e3-257f-489e-be35-3db4e8a84e12
|
no_churn
| 0.102128 | 0 |
no_churn
| -0.034408 | -0.001552 | 0.011533 | -0.021089 | 0.012818 | -0.066974 | 0.049888 | 0.013092 |
Female
| 72 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c16c4c3-fd25-4e21-a324-1cd022e8451d
|
no_churn
| 0.013163 | 0 |
no_churn
| -0.031149 | -0.001191 | 0.014366 | -0.00645 | 0.029714 | 0.067197 | -0.007864 | -0.003649 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
51 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dde75bb5-0d3f-4c09-91e5-f5b373f1ad19
|
no_churn
| 0.0472 | 0 |
no_churn
| -0.085028 | -0.004089 | 0.010822 | -0.044818 | -0.034272 | -0.060021 | -0.021948 | -0.029671 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
533f496b-ef90-4050-92a5-8624842454d7
|
no_churn
| 0.358264 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 76 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
62a7fe91-dc31-4d08-8209-e43c33469d7d
|
churn
| 0.915427 | 1 |
churn
| 0.209152 | -0.006388 | 0.105582 | -0.042643 | 0.053126 | 0.152358 | 0.056369 | 0.083419 |
Female
| 72 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
46 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
99861e18-b3c8-4f11-b77a-769c90e50198
|
no_churn
| 0.080579 | 0 |
no_churn
| -0.073323 | 0.029632 | 0.005044 | -0.035333 | -0.066887 | -0.054076 | -0.03153 | -0.022553 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
13 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
d550add1-05e7-492a-a0e5-9470e9d9d25f
|
churn
| 0.377116 | 1 |
churn
| 0.058012 | 0.056576 | 0.034026 | -0.138695 | -0.126735 | 0.082572 | 0.039667 | 0.05555 |
Male
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
61 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
66499181-bcc6-4800-927b-63be20c5a370
|
no_churn
| 0.059273 | 0 |
no_churn
| -0.028813 | 0.000991 | 0.030846 | 0.157912 | 0.124821 | 0.091339 | 0.158526 | 0.105351 |
Female
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73a00a4c-cecf-49cc-8f49-8998bc0d5377
|
no_churn
| 0.409951 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
2aeb815a-c006-4b61-bdc6-66337ce639aa
|
no_churn
| 0.017419 | 0 |
no_churn
| -0.131983 | -0.001845 | -0.000797 | -0.005949 | -0.098236 | 0.039319 | 0.067628 | 0.039504 |
Male
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
72 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
2ea62e9b-6a1d-405a-b31d-992877b66dd5
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.136382 | 0.013081 | 0.012097 | 0.044578 | 0.008515 | 0.106247 | 0.043962 | 0.070305 |
Female
| 55 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,639,200 |
40 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
0b915fb8-22f4-41e8-b5a8-54eb930f675e
|
no_churn
| 0.169734 | 0 |
no_churn
| -0.127919 | -0.004098 | 0.035752 | -0.1465 | -0.106211 | 0.064616 | 0.066833 | 0.057668 |
Male
| 46 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
45 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
505a2ebc-94c9-47bd-97a0-632979c02bdd
|
no_churn
| 0.020372 | 0 |
no_churn
| -0.187909 | -0.003288 | 0.023239 | 0.000132 | 0.102223 | 0.009104 | 0.053266 | 0.064208 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
31 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
1a0579b8-50cf-4638-9604-ec37b24ede6f
|
churn
| 0.0192 | 0 |
no_churn
| -0.022932 | -0.004902 | 0.036176 | 0.039432 | 0.138476 | 0.121794 | 0.102829 | 0.11041 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
8 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c9ff1525-71dc-4a94-83dc-361469fd962d
|
no_churn
| 0.266397 | 0 |
no_churn
| 0.160797 | -0.002507 | -0.039582 | -0.034576 | 0.145506 | 0.13217 | 0.157672 | 0.12416 |
Male
| 66 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,639,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
8b1531ca-88ec-4993-9c21-b7a9cbcf0e54
|
no_churn
| 0.009253 | 0 |
no_churn
| -0.206349 | -0.001829 | 0.011517 | -0.022532 | 0.050899 | 0.058072 | -0.003576 | 0.064771 |
Female
| 54 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
dab568c7-4edb-40f3-b051-7cf55227ec12
|
no_churn
| 0.07777 | 0 |
no_churn
| -0.237565 | -0.006146 | -0.03972 | -0.035896 | 0.033364 | 0.041969 | -0.001627 | 0.006594 |
Female
| 56 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
49 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
09fb56d9-3c59-44e7-99c7-24a58f071c31
|
no_churn
| 0.026379 | 0 |
no_churn
| -0.149742 | -0.002965 | -0.013691 | -0.065743 | 0.0701 | 0.066229 | 0.049247 | 0.087539 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
38 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
54d68e17-9e1e-4a0b-93c9-22c2f0764cb0
|
no_churn
| 0.017395 | 0 |
no_churn
| -0.106814 | 0.085841 | 0.035249 | 0.008523 | 0.017487 | 0.074913 | -0.031333 | -0.034035 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
51 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
01d5b12d-36cc-4cd4-85ac-0715b1ec712c
|
no_churn
| 0.017654 | 0 |
no_churn
| -0.076477 | -0.003944 | -0.010238 | -0.010144 | -0.105141 | -0.107197 | 0.016708 | 0.027407 |
Male
| 23 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,672,639,200 |
30 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
ef1b7c79-4e5d-4fa8-9077-4c7e5648b235
|
churn
| 0.156113 | 1 |
churn
| -0.029953 | 0.030354 | 0.034623 | 0.010527 | 0.097631 | 0.103597 | -0.00387 | 0.005065 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
55 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
310339df-813c-4f8a-82a7-3b28ea534d56
|
no_churn
| 0.117795 | 0 |
no_churn
| -0.009838 | 0.000696 | 0.003193 | 0.049796 | 0.062752 | -0.051489 | 0.023835 | 0.082029 |
Male
| 65 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
495198b6-e98a-4396-b3a5-6dd2b9df1364
|
no_churn
| 0.218797 | 0 |
no_churn
| 0.146121 | -0.003461 | -0.046824 | -0.023244 | 0.129934 | 0.133821 | 0.157759 | 0.129416 |
Male
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
8eaa7ce7-cfe6-4945-b4fa-400d15a38b89
|
no_churn
| 0.140384 | 0 |
no_churn
| -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
59 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
f0407d7b-f2ed-4307-ae70-2dbbf595b94b
|
no_churn
| 0.101491 | 0 |
no_churn
| -0.119213 | -0.003481 | -0.0191 | -0.022176 | -0.061921 | -0.047528 | 0.013304 | 0.03109 |
Female
| 61 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,639,200 |
60 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
03f4cb85-715b-48f3-acbb-41940d59e484
|
churn
| 0.036801 | 0 |
no_churn
| -0.11355 | -0.006831 | -0.079295 | -0.005175 | -0.086435 | 0.035287 | -0.006609 | -0.006419 |
Female
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,639,200 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
05fee893-4b6f-4dbf-a0d7-cff71d8e44a7
|
no_churn
| 0.011049 | 0 |
no_churn
| -0.194896 | -0.010695 | -0.007435 | -0.072315 | 0.01459 | 0.035 | -0.008967 | 0.045692 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5ec4e19-2840-401d-81cb-5597b4828a66
|
churn
| 0.314661 | 1 |
churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8bb7cf1-76b4-4af4-899b-9775ee8d11fb
|
no_churn
| 0.0257 | 0 |
no_churn
| -0.076005 | -0.001976 | 0.042037 | -0.005418 | 0.062541 | 0.083112 | -0.035551 | -0.048966 |
Female
| 49 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,639,200 |
10 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7d325e27-410f-4f44-af62-e4412a6cc7aa
|
no_churn
| 0.050235 | 0 |
no_churn
| 0.00881 | 0.041122 | 0.007995 | -0.005537 | -0.052727 | -0.168594 | -0.017036 | -0.013058 |
Female
| 26 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,639,200 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3fe85d7-fcb9-4cd1-ac78-380af36f6978
|
churn
| 0.310558 | 1 |
churn
| -0.096441 | 0.033426 | -0.001371 | -0.091781 | -0.055572 | 0.062798 | -0.055032 | -0.065052 |
Male
| 73 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
12 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e411bb0e-a0a0-49bc-8da4-747f17c85aa7
|
churn
| 0.225819 | 1 |
churn
| 0.064203 | -0.003324 | 0.000602 | -0.040239 | -0.088439 | 0.072692 | -0.034183 | -0.054836 |
Female
| 22 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48dc2f37-d59e-4d2a-9ab9-2f304139bc8d
|
churn
| 0.6718 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 71 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
28 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fd812bb3-8242-413a-9e7e-45abb4f5b41a
|
no_churn
| 0.106906 | 0 |
no_churn
| -0.095387 | -0.015326 | -0.009993 | -0.048936 | -0.050514 | 0.034295 | -0.033993 | -0.039173 |
Female
| 49 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,639,200 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9aa902d5-a6d6-4818-aaf8-c320492a7336
|
no_churn
| 0.006764 | 0 |
no_churn
| -0.200457 | 0.004063 | 0.001763 | -0.000055 | -0.040958 | 0.063322 | -0.029451 | -0.042253 |
Female
| 54 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,639,200 |
66 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca031cf5-90a6-474b-b274-4b4419adac20
|
no_churn
| 0.034313 | 0 |
no_churn
| -0.017556 | -0.003241 | -0.014015 | -0.038281 | -0.004828 | 0.047528 | -0.016867 | -0.011766 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5e366061-c0ae-433a-9928-939da0ae8482
|
no_churn
| 0.018799 | 0 |
no_churn
| -0.061404 | -0.005449 | -0.015426 | -0.048595 | -0.007831 | 0.046779 | -0.020853 | -0.006249 |
Male
| 34 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
5 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2246ebd-9e44-4b6a-89ac-741a020f7a7d
|
churn
| 0.33245 | 1 |
churn
| 0.035163 | -0.006829 | -0.06307 | -0.150573 | 0.015364 | 0.071643 | -0.054515 | -0.067708 |
Female
| 61 |
Yes
|
Yes
|
Disabled
|
Urban
|
Master
| 1,672,639,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7b382ed-c6e9-4f6e-aa19-186fc9ce31bc
|
no_churn
| 0.097015 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Male
| 49 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
1 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b19f8b53-ab38-4b65-a423-615f689c4351
|
no_churn
| 0.521651 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
51 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0628d414-6631-4217-b111-b18354625f5b
|
no_churn
| 0.013932 | 0 |
no_churn
| -0.071199 | 0.010663 | -0.005169 | -0.026309 | -0.040208 | -0.106617 | -0.016772 | -0.013415 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
Doctor
| 1,672,639,200 |
56 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
bbf83222-d9b2-4219-9406-55266160f379
|
no_churn
| 0.019998 | 0 |
no_churn
| -0.057391 | 0.014127 | 0.003442 | -0.043064 | 0.015529 | -0.118661 | -0.029729 | -0.033279 |
Male
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
46c6f791-3061-4541-84e6-e43499409f07
|
no_churn
| 0.016092 | 0 |
no_churn
| -0.054277 | -0.00539 | -0.020295 | -0.032172 | 0.004657 | -0.103931 | -0.020998 | -0.036622 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7fe73ac6-c347-4816-ba8c-7319ce3f64f6
|
churn
| 0.027666 | 1 |
churn
| -0.085222 | -0.006115 | -0.03351 | -0.031381 | -0.059744 | 0.022692 | -0.019778 | -0.033429 |
Female
| 46 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
15 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f522cd45-b363-463d-a3a4-12adf014883f
|
no_churn
| 0.097237 | 0 |
no_churn
| -0.037359 | -0.009558 | -0.011984 | -0.078164 | -0.072579 | 0.050141 | -0.034257 | -0.037489 |
Male
| 64 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
61 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
8cffeb98-4e15-4365-8202-bfc9638fcd2f
|
no_churn
| 0.04807 | 0 |
no_churn
| -0.069223 | -0.003317 | 0.000136 | -0.021679 | -0.049847 | -0.148996 | 0.007423 | 0.016476 |
Male
| 53 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
1eace62d-cc21-43dc-89e3-ec16e4371e12
|
no_churn
| 0.023687 | 0 |
no_churn
| -0.117255 | -0.002461 | -0.023997 | -0.009743 | 0.032669 | -0.167319 | 0.018588 | 0.04415 |
Female
| 55 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
b3e5d55a-eaed-44fb-bbc9-6ac193af86b8
|
no_churn
| 0.046679 | 0 |
no_churn
| -0.02748 | -0.002235 | -0.036935 | -0.01902 | -0.004733 | 0.096588 | 0.090738 | 0.02455 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
057fd290-2c0b-4f23-ab2c-91fb283207be
|
no_churn
| 0.177751 | 0 |
no_churn
| -0.250028 | -0.003293 | -0.03361 | -0.045104 | 0.029211 | 0.053671 | -0.052632 | 0.072759 |
Male
| 68 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,639,200 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
d4312d3f-dff6-4c9b-9a7d-257a57392609
|
no_churn
| 0.267558 | 0 |
no_churn
| -0.103764 | -0.004798 | -0.01445 | -0.015815 | 0.017896 | -0.166739 | -0.014723 | 0.056617 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
71 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f0bee081-4e0e-4ad3-9c69-8adf7757579f
|
no_churn
| 0.01752 | 0 |
no_churn
| -0.070502 | 0.000159 | 0.020942 | 0.032589 | 0.106833 | 0.115471 | 0.104274 | 0.111208 |
Male
| 61 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
49 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b9e29c0d-94f1-4d90-9907-03a32431f2fd
|
no_churn
| 0.245116 | 0 |
no_churn
| -0.012237 | -0.000765 | 0.032811 | 0.044356 | 0.122783 | 0.071768 | 0.04513 | 0.029794 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
61 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
96c9551d-6e79-4721-bae8-303c779b9cad
|
no_churn
| 0.104822 | 0 |
no_churn
| -0.038612 | -0.001278 | 0.022618 | 0.024594 | 0.084208 | -0.07323 | 0.094116 | 0.070058 |
Female
| 57 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,639,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
88cad73a-f926-4029-86b5-c85634d4ae1c
|
no_churn
| 0.326257 | 0 |
no_churn
| -0.114806 | -0.001284 | 0.017184 | 0.044024 | 0.099153 | 0.07156 | 0.137728 | 0.047415 |
Female
| 45 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
14 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f5160071-0f44-4604-9a8d-72d683c9c06c
|
churn
| 0.523415 | 1 |
churn
| 0.018079 | -0.005515 | -0.078736 | -0.058772 | -0.021977 | 0.054085 | 0.019399 | 0.041911 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
21 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
2a027ecd-9550-4711-9172-d6df51b9a47f
|
churn
| 0.449697 | 1 |
churn
| -0.122213 | -0.006932 | -0.110736 | -0.013662 | -0.043182 | 0.042282 | -0.001015 | 0.028098 |
Female
| 62 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,639,200 |
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9b63631a-688e-41dd-a72d-805dccd23b02
|
no_churn
| 0.135704 | 0 |
no_churn
| -0.155883 | -0.003962 | -0.129602 | -0.08745 | 0.044128 | 0.033023 | 0.013514 | 0.037206 |
Male
| 62 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
72512685-13a0-4bc5-8438-5c0ee12e6591
|
no_churn
| 0.173436 | 0 |
no_churn
| -0.175293 | -0.002562 | 0.016098 | 0.022061 | -0.084712 | -0.082049 | 0.00857 | 0.028861 |
Female
| 42 |
Yes
|
No
|
Retired
|
Urban
|
College
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
6def6e76-281e-459b-9915-5d28591fbcde
|
no_churn
| 0.458851 | 0 |
no_churn
| -0.085832 | -0.002061 | 0.015515 | 0.050641 | 0.045312 | 0.090738 | 0.000262 | -0.013601 |
Female
| 59 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
64 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
21c39408-c1ef-467e-9298-8ed565e58e9e
|
churn
| 0.158195 | 1 |
churn
| -0.292141 | -0.003377 | -0.02983 | -0.031139 | 0.013879 | 0.026358 | 0.027287 | 0.019937 |
Female
| 74 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
d62de793-2daf-49d9-9588-4896d61187aa
|
no_churn
| 0.093715 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Male
| 40 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,639,200 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
7e4b0dea-01b9-4cbf-8783-809d548c3943
|
no_churn
| 0.04841 | 0 |
no_churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Female
| 55 |
No
|
No
|
Disabled
|
Urban
|
Master
| 1,672,639,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
a4f12b93-1516-4d7c-b451-abf6215c03f2
|
no_churn
| 0.07116 | 0 |
no_churn
| -0.084331 | -0.002689 | 0.018673 | 0.028992 | -0.085844 | -0.11759 | -0.024057 | 0.02782 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
bfa44268-b4ef-485d-ad37-b957ee77351e
|
no_churn
| 0.141525 | 0 |
no_churn
| -0.15844 | -0.001608 | 0.042239 | -0.091796 | -0.015681 | -0.100844 | 0.02354 | 0.033564 |
Male
| 53 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
70 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f3a90e82-64f0-43dc-bff9-5f3e7dc7de3f
|
no_churn
| 0.058903 | 0 |
no_churn
| -0.077721 | -0.002482 | 0.034567 | 0.026289 | -0.133619 | 0.040108 | 0.047167 | 0.048166 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
6dd04b9d-2296-4620-9fdb-32ec0e1be655
|
no_churn
| 0.135416 | 0 |
no_churn
| -0.122476 | -0.002058 | 0.012985 | 0.000393 | -0.007251 | -0.119208 | -0.025756 | 0.004346 |
Male
| 34 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6597b643-2d7c-4db0-880d-1f5c31e8d1bc
|
churn
| 0.659608 | 1 |
churn
| -0.049538 | -0.00532 | -0.016011 | -0.018836 | 0.039959 | 0.047604 | 0.031736 | 0.072123 |
Male
| 35 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
6 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2246bf0f-ee8a-4235-a55e-ec7b7f41b606
|
churn
| 0.652013 | 1 |
churn
| 0.030578 | -0.003541 | 0.020737 | 0.154612 | -0.022964 | 0.121836 | -0.032772 | -0.042072 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
2 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8eb7d8f2-41a5-4a62-bc15-065b943c73e4
|
no_churn
| 0.412444 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 48 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,639,200 |
4 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
478a9629-968c-42ad-a616-4be11d3d200b
|
churn
| 0.571554 | 1 |
churn
| 0.268147 | -0.002795 | 0.034496 | 0.238003 | -0.022793 | 0.130744 | -0.007273 | 0.016195 |
Male
| 80 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f60c3495-528d-4be7-ae2f-c2664bdcadf3
|
no_churn
| 0.126645 | 0 |
no_churn
| -0.087768 | -0.002823 | 0.017627 | 0.032545 | -0.003416 | -0.178551 | -0.02377 | -0.02287 |
Male
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
24 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
31559996-18b1-4c6b-9437-45f0d29641a2
|
no_churn
| 0.302077 | 0 |
no_churn
| -0.180149 | -0.010301 | -0.103829 | 0.040856 | 0.001417 | 0.048999 | -0.040693 | -0.025325 |
Female
| 52 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56092368-af5d-4001-8adc-43dbde4420a9
|
no_churn
| 0.622525 | 0 |
no_churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
35 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0fb93c71-451d-4546-abeb-847267572086
|
no_churn
| 0.120469 | 0 |
no_churn
| -0.037947 | -0.002791 | -0.008349 | 0.054894 | -0.129473 | -0.080679 | -0.015048 | -0.019633 |
Male
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc17995e-27c6-43b5-b244-d5b8f766500d
|
no_churn
| 0.169274 | 0 |
no_churn
| -0.082752 | -0.005115 | 0.041376 | 0.089668 | 0.007607 | 0.082758 | -0.039369 | -0.030718 |
Male
| 49 |
No
|
No
|
Medical Leave
|
Urban
|
Master
| 1,672,639,200 |
66 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
36f1bb9c-ee2a-4ddc-b5e4-f7eee492a07a
|
no_churn
| 0.090407 | 0 |
no_churn
| -0.074221 | -0.003858 | 0.03905 | 0.066419 | -0.112151 | 0.057007 | 0.001935 | -0.007492 |
Female
| 58 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,672,639,200 |
68 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07e1682d-ffc2-4ea5-8f30-027e940c4b64
|
no_churn
| 0.064302 | 0 |
no_churn
| -0.158824 | -0.004308 | 0.010858 | 0.055532 | -0.021429 | 0.043227 | -0.006064 | -0.033019 |
Female
| 55 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
1 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e5b107e0-2e5b-4315-bcd7-0a99e8783a73
|
churn
| 0.823677 | 1 |
churn
| 0.240205 | 0.00828 | -0.023043 | 0.001246 | 0.01279 | 0.152478 | 0.077322 | 0.092529 |
Male
| 60 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
29 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3c70ea8b-45c4-4304-8098-b9da0efeeccb
|
churn
| 0.310115 | 0 |
no_churn
| -0.051865 | 0.068274 | 0.018184 | 0.049323 | -0.086047 | 0.087211 | -0.002912 | 0.008806 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9c945c8f-8cfb-4867-970b-865d72d71c82
|
no_churn
| 0.143198 | 0 |
no_churn
| -0.068158 | -0.005907 | -0.005244 | 0.074915 | 0.099961 | 0.06902 | 0.060269 | 0.096118 |
Female
| 70 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
cd75617f-0d95-4d53-9de3-d231c339b76f
|
no_churn
| 0.578098 | 0 |
no_churn
| 0.238836 | -0.002972 | -0.045752 | -0.105542 | 0.059929 | 0.139861 | 0.087084 | 0.09753 |
Female
| 43 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
48a87a75-2e43-4c93-8ded-7d1d30de4663
|
no_churn
| 0.109087 | 0 |
no_churn
| -0.0501 | -0.004782 | -0.107539 | -0.069049 | -0.134896 | 0.05464 | 0.060608 | 0.022091 |
Female
| 42 |
Yes
|
No
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,639,200 |
53 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
57bd4dad-5bb1-46eb-9278-8806f18af0a8
|
no_churn
| 0.077728 | 0 |
no_churn
| -0.127294 | -0.00391 | 0.00048 | -0.003422 | -0.045561 | 0.060949 | 0.085172 | 0.057891 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
89424e5b-5240-46bc-bc05-bb7d6ad065e8
|
no_churn
| 0.024671 | 0 |
no_churn
| -0.113508 | -0.003441 | -0.054589 | -0.005236 | -0.083027 | 0.071125 | 0.104818 | 0.052333 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
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