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
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| actual_score
int64 0
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| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
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| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
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| 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
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80
| Dependents
stringclasses 2
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stringclasses 2
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
ec1cfcca-edc1-4e3a-9d37-311f36e02eaa
|
no_churn
| 0.079972 | 0 |
no_churn
| -0.088624 | -0.002853 | 0.012082 | 0.045392 | -0.048116 | -0.113433 | -0.029288 | -0.044186 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e586947a-5e84-488b-b110-ed9a970262f9
|
no_churn
| 0.561393 | 0 |
no_churn
| -0.064832 | -0.003505 | 0.101087 | 0.092755 | 0.087887 | 0.086751 | 0.048845 | 0.028597 |
Female
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
48 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
c532b826-911d-4861-b451-64eed9313ce6
|
churn
| 0.153016 | 0 |
no_churn
| -0.150381 | 0.00613 | -0.024923 | -0.007436 | -0.060407 | 0.060466 | 0.003677 | 0.033847 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3bc7a14c-b5ac-4df1-ae1d-89c51543a681
|
no_churn
| 0.288332 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,984,800 |
60 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
bbaf289e-a0ab-4ed9-9ff7-fdb064a31715
|
churn
| 0.288485 | 1 |
churn
| -0.123354 | -0.018924 | -0.005829 | 0.007285 | 0.06466 | 0.061691 | 0.061269 | 0.064175 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
420e73d2-4995-4888-836b-367ae879f14a
|
churn
| 0.771144 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 57 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
10 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2937ae4c-fcb4-4dce-826b-40c833b05333
|
churn
| 0.709397 | 1 |
churn
| 0.183834 | -0.005123 | -0.036083 | 0.049678 | 0.105139 | 0.157699 | 0.165475 | 0.055355 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
40 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27dadaf9-1ca6-4336-8dc7-85ad22d35879
|
no_churn
| 0.527128 | 0 |
no_churn
| -0.199264 | -0.010665 | -0.013268 | 0.022707 | -0.050105 | 0.065111 | -0.028817 | -0.054726 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e193c91-a19a-4b93-9e8e-4eeddd1da50c
|
no_churn
| 0.016875 | 0 |
no_churn
| -0.081628 | -0.003735 | -0.017443 | -0.030086 | -0.009078 | 0.045169 | -0.040197 | -0.052028 |
Female
| 28 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
50 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c206532e-d7ce-4d00-bf15-dfa995d6b76f
|
churn
| 0.269419 | 1 |
churn
| -0.076926 | -0.011009 | 0.045064 | -0.013167 | -0.100082 | 0.078144 | 0.036219 | 0.062729 |
Male
| 37 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
54 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c6fae0d5-e763-4aa1-862b-73bdb7088d77
|
no_churn
| 0.211246 | 0 |
no_churn
| -0.183109 | -0.003972 | -0.044549 | -0.084348 | -0.003355 | 0.020816 | 0.002386 | 0.037105 |
Female
| 67 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
34 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6e212e58-8fd1-4450-9c6f-42b42b93fa37
|
no_churn
| 0.06334 | 0 |
no_churn
| -0.071343 | -0.008494 | 0.009519 | -0.040579 | -0.07109 | 0.025032 | -0.042415 | -0.020426 |
Female
| 33 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,984,800 |
34 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
571e5cd9-c2d2-4e04-91b7-ba4b4d576665
|
churn
| 0.277272 | 0 |
no_churn
| -0.038175 | -0.001802 | -0.091201 | -0.067655 | 0.04324 | -0.079226 | 0.064539 | 0.060254 |
Female
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
08f4f73f-0e74-4c9a-aa39-329cb98fc3e8
|
churn
| 0.606342 | 1 |
churn
| 0.106092 | -0.003801 | -0.022061 | 0.019223 | 0.093857 | 0.105877 | 0.191928 | 0.123145 |
Male
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b2c43799-c6af-4238-99ea-9ef8b6ccebdc
|
no_churn
| 0.067051 | 0 |
no_churn
| -0.206682 | -0.006795 | -0.038826 | -0.063028 | 0.041434 | 0.027453 | 0.006501 | 0.040918 |
Male
| 50 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
02bb1a1e-df72-4e55-999a-b6bc9d863139
|
no_churn
| 0.554795 | 0 |
no_churn
| 0.277123 | -0.006113 | -0.008185 | 0.013126 | 0.045098 | 0.129079 | 0.152085 | 0.045427 |
Male
| 25 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
24 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
df0c2485-33f8-4078-949a-85555cd8f867
|
no_churn
| 0.10421 | 0 |
no_churn
| -0.063746 | -0.00554 | -0.037187 | -0.017337 | 0.04498 | -0.08179 | 0.009627 | 0.054467 |
Female
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e1fcfb73-1ccb-4c96-a61d-08471b3d32ab
|
no_churn
| 0.497527 | 0 |
no_churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Female
| 29 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
42 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3eef71c7-0544-4793-ac68-c9790c7895cf
|
no_churn
| 0.088548 | 0 |
no_churn
| -0.016473 | -0.006009 | -0.108092 | -0.030667 | -0.041527 | 0.045694 | -0.039322 | -0.05263 |
Female
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2050c22d-351c-47c5-ad55-a87e12ecbb25
|
churn
| 0.567494 | 1 |
churn
| 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
38 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
23485430-fd5b-4a15-a073-1a52519ce9a4
|
no_churn
| 0.007822 | 0 |
no_churn
| -0.023643 | -0.005233 | -0.009765 | -0.066511 | 0.004594 | -0.104509 | -0.026202 | -0.037757 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b36ac125-7501-4ff6-be02-0a15470254ef
|
churn
| 0.569103 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 59 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
51 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67fa1b7e-3825-4863-be7a-b7371a1c4857
|
no_churn
| 0.334502 | 0 |
no_churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Male
| 78 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10d0224e-63a8-411e-8bf6-ccdb3120e452
|
churn
| 0.567494 | 1 |
churn
| 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
14170f4b-2cfb-4bcd-94cb-f368b9fe3653
|
no_churn
| 0.187769 | 0 |
no_churn
| -0.02747 | -0.002827 | -0.100455 | -0.023757 | 0.078611 | 0.071994 | -0.069028 | 0.06762 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47d76de2-c7fd-46c6-83ed-88a1af8f991a
|
no_churn
| 0.394557 | 0 |
no_churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 55 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f605b74-3e5b-4a76-8a7d-b525a84d30a1
|
churn
| 0.606315 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
16 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
93ca64d9-97bb-442c-a141-34cd3ad84758
|
no_churn
| 0.129867 | 0 |
no_churn
| -0.005928 | -0.003214 | 0.016224 | 0.01517 | -0.00643 | -0.185535 | -0.029231 | -0.060817 |
Female
| 21 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc7fcfe4-0a8b-41a9-9692-22c2217bc851
|
churn
| 0.876743 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 71 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cf0f368-f918-4301-85a1-54c5d771ec8a
|
churn
| 0.234124 | 1 |
churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a9600dec-3a74-415d-b0e4-5f9068f34f6c
|
churn
| 0.76822 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 44 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
48734d5a-6c5d-44fa-acad-76edc648ca9d
|
no_churn
| 0.179447 | 0 |
no_churn
| 0.118915 | -0.012575 | 0.019207 | 0.022747 | 0.086586 | 0.107133 | -0.012518 | 0.011478 |
Male
| 74 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
aa0c657b-c7a2-4ceb-a780-4d22b4d22200
|
no_churn
| 0.554795 | 0 |
no_churn
| 0.277123 | -0.006113 | -0.008185 | 0.013126 | 0.045098 | 0.129079 | 0.152085 | 0.045427 |
Male
| 35 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
64 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4f174e51-ccdb-4a98-844e-72f79eab3f14
|
no_churn
| 0.006856 | 0 |
no_churn
| -0.054203 | -0.003087 | -0.004933 | -0.018921 | -0.004187 | -0.126369 | -0.02688 | -0.030446 |
Female
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
3f9e9af5-2662-4777-b3d5-88069772e89e
|
churn
| 0.366225 | 1 |
churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2897e802-535a-4944-8b99-67ce6fd83416
|
no_churn
| 0.012875 | 0 |
no_churn
| -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 |
Female
| 44 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,984,800 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
018f2dbe-c55e-4cac-a099-c833458f483e
|
no_churn
| 0.063031 | 0 |
no_churn
| -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 |
Female
| 56 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
15094c1e-85b4-432b-912d-e51a57affc20
|
churn
| 0.366225 | 1 |
churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Male
| 58 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4538d49e-554b-4c72-9cee-1fb5e9ac2eaf
|
churn
| 0.814404 | 1 |
churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Female
| 76 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04fa42bb-480c-498f-ac06-c42704530aa7
|
no_churn
| 0.29849 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 37 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
aaf94b34-0d05-4c4f-b0ff-27a0f6f1b476
|
no_churn
| 0.043392 | 0 |
no_churn
| -0.017409 | 0.069417 | 0.035188 | -0.071315 | 0.019868 | -0.103885 | -0.009795 | -0.011095 |
Male
| 74 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7eba9fbd-1246-479b-8fbc-c75340c906fc
|
no_churn
| 0.132841 | 0 |
no_churn
| 0.111537 | -0.004173 | 0.006176 | -0.156543 | 0.056469 | 0.097897 | -0.056442 | -0.057713 |
Female
| 73 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5e422f6d-d727-4c72-a485-ceadcaf18868
|
no_churn
| 0.497527 | 0 |
no_churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Male
| 72 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,984,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2f7e111-bc46-4af4-9987-bbd5fdc815ae
|
no_churn
| 0.681697 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
48 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7019efab-1ccf-4e67-b5c6-e5a139adcc63
|
no_churn
| 0.172325 | 0 |
no_churn
| -0.135246 | -0.005007 | -0.009213 | 0.017654 | 0.05459 | 0.043144 | -0.005076 | 0.080129 |
Male
| 74 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
44 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b9f2c570-21ff-48ec-8dad-6302a7a4c4dd
|
no_churn
| 0.04883 | 0 |
no_churn
| 0.054089 | 0.002944 | 0.043043 | 0.123067 | 0.061602 | 0.040692 | -0.02177 | -0.022694 |
Male
| 72 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
cf078324-4df9-4c75-bbb2-3caa3a5dc4fb
|
no_churn
| 0.064515 | 0 |
no_churn
| -0.206011 | -0.002562 | -0.000812 | -0.039793 | 0.029502 | -0.118721 | 0.026817 | 0.046999 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5a88731f-4445-4958-ba2b-2c1af1686542
|
no_churn
| 0.072989 | 0 |
no_churn
| -0.194159 | -0.013927 | -0.030077 | -0.01496 | -0.085448 | 0.032369 | 0.026503 | 0.020673 |
Female
| 37 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
2fa1f3c1-cb80-4047-928d-fbe260a670f6
|
no_churn
| 0.020717 | 0 |
no_churn
| 0.00709 | -0.001072 | -0.020384 | 0.01521 | 0.101128 | -0.147553 | 0.042852 | 0.073703 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
85b2739d-8743-4a8b-8582-bff75684b61a
|
churn
| 0.745222 | 1 |
churn
| 0.135761 | -0.005066 | 0.129625 | -0.017852 | 0.107499 | 0.125792 | 0.124654 | 0.125561 |
Male
| 59 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5c4cc273-60f1-4df5-97ea-ebcd214d77a2
|
churn
| 0.096842 | 0 |
no_churn
| -0.063141 | -0.003413 | 0.107475 | 0.137547 | 0.090744 | 0.12678 | 0.124927 | 0.127555 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b41cce67-574a-425a-800a-7cc84ff36c51
|
no_churn
| 0.043392 | 0 |
no_churn
| -0.017409 | 0.069417 | 0.035188 | -0.071315 | 0.019868 | -0.103885 | -0.009795 | -0.011095 |
Female
| 63 |
Yes
|
No
|
Retired
|
Urban
|
College
| 1,672,984,800 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dc8391f5-48fc-465e-9294-ee0c0e3aa461
|
no_churn
| 0.179447 | 0 |
no_churn
| 0.118915 | -0.012575 | 0.019207 | 0.022747 | 0.086586 | 0.107133 | -0.012518 | 0.011478 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
9 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ad1224f0-38fa-4ead-a95b-6a37a9ff6074
|
churn
| 0.714953 | 1 |
churn
| 0.130431 | -0.001523 | 0.026432 | -0.041682 | 0.11096 | 0.136448 | 0.082817 | 0.078341 |
Male
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ba914264-7423-40f1-9e19-be27291c73a5
|
churn
| 0.606315 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 45 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,984,800 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a9f9397a-a92d-4e91-a79d-0c00e0728b67
|
churn
| 0.621512 | 1 |
churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Male
| 72 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80930b46-c2d5-463d-a216-5caa818992cf
|
no_churn
| 0.063031 | 0 |
no_churn
| -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0388e978-4a5e-4e01-a9d0-8001d15c4d57
|
no_churn
| 0.080115 | 0 |
no_churn
| -0.083054 | -0.006458 | -0.010101 | -0.070907 | -0.037299 | 0.042309 | -0.025318 | -0.018197 |
Female
| 53 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,672,984,800 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
6c70c3da-02e6-479e-aa97-457a92a121f2
|
no_churn
| 0.096842 | 0 |
no_churn
| -0.057552 | -0.001606 | 0.025407 | -0.016797 | -0.014802 | -0.149457 | 0.094367 | 0.081413 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,984,800 |
53 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ee321b36-d007-4e6d-b13e-ed80d8d7dc80
|
churn
| 0.241674 | 1 |
churn
| -0.188203 | -0.00297 | -0.034534 | -0.163212 | 0.038111 | 0.039806 | 0.045453 | 0.056525 |
Female
| 39 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d0b1ab3c-9f87-4b1e-a29d-b62bc6cf46d4
|
no_churn
| 0.783377 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
ae4bf694-bb45-4b01-ab80-9f7e9ff1a69d
|
churn
| 0.558623 | 1 |
churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Male
| 80 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
41c083f7-1853-4895-95fe-e3aecd3d3fe4
|
churn
| 0.770999 | 1 |
churn
| -0.021656 | -0.002805 | -0.07643 | -0.076093 | 0.044574 | 0.053468 | -0.073315 | -0.026769 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
517dcd97-8db6-48c4-be96-8fe0012ef45a
|
no_churn
| 0.458583 | 0 |
no_churn
| -0.136705 | -0.00528 | 0.017795 | 0.041654 | 0.112566 | 0.048363 | 0.056564 | 0.085349 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,984,800 |
28 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4c3ab946-ccbe-457d-9bc3-def1bc38add0
|
no_churn
| 0.076532 | 0 |
no_churn
| -0.059446 | -0.005163 | -0.022146 | -0.028162 | 0.011489 | -0.078258 | -0.04432 | -0.04302 |
Male
| 52 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,984,800 |
38 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7aee3cc3-f50f-4ebc-bb55-b1a0e830367c
|
no_churn
| 0.497527 | 0 |
no_churn
| -0.125982 | -0.007483 | -0.007226 | 0.038351 | -0.023673 | 0.080793 | 0.033761 | 0.027434 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
24 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efd16c21-ab07-49f2-b9bc-1fd3c56d087c
|
no_churn
| 0.051186 | 0 |
no_churn
| -0.112462 | -0.006351 | -0.043099 | -0.043896 | 0.003937 | 0.039785 | -0.053268 | -0.043675 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
3330280f-388a-455e-b299-0db0c81a9f2d
|
churn
| 0.747217 | 1 |
churn
| -0.078532 | -0.004572 | -0.034881 | -0.084526 | -0.019656 | 0.081436 | -0.08475 | 0.023122 |
Male
| 37 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
39 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
33ea3043-f244-440b-b22c-a132fae77800
|
no_churn
| 0.043392 | 0 |
no_churn
| -0.017409 | 0.069417 | 0.035188 | -0.071315 | 0.019868 | -0.103885 | -0.009795 | -0.011095 |
Female
| 56 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,984,800 |
18 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
601ace65-0460-4dc2-abf2-83eb71b15892
|
churn
| 0.553698 | 1 |
churn
| -0.111343 | 0.035402 | 0.009346 | -0.134792 | -0.004054 | 0.047341 | -0.037274 | -0.05365 |
Male
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1b309b3-46b1-45e8-baeb-904722ee4527
|
churn
| 0.302433 | 1 |
churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Female
| 44 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,984,800 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83cdd630-b070-4738-bf19-992c4f8f06e0
|
churn
| 0.458152 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
62 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
4559983f-8ad5-48f2-9948-035ccaadbd90
|
no_churn
| 0.014566 | 0 |
no_churn
| -0.118064 | -0.007174 | -0.011835 | -0.014349 | -0.10905 | 0.025352 | -0.021134 | -0.002773 |
Female
| 70 |
Yes
|
No
|
Employed
|
Urban
|
Master
| 1,672,984,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52bc3d12-0c28-4b2f-8e37-c87c735d3017
|
no_churn
| 0.29849 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
16bb107b-f046-473a-8487-9019e06d4313
|
churn
| 0.319845 | 1 |
churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,984,800 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
713fa249-1964-4517-9db4-8e3f7f4fde3f
|
no_churn
| 0.02424 | 0 |
no_churn
| -0.031021 | -0.000791 | -0.027601 | 0.060923 | 0.127088 | 0.098044 | 0.074094 | 0.095071 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
59 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
64930f71-962c-445e-908f-3ae8b408af1c
|
no_churn
| 0.052098 | 0 |
no_churn
| -0.10104 | -0.007035 | -0.029765 | -0.037768 | -0.033507 | 0.033154 | -0.030229 | -0.012837 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c642356f-6dee-4fcd-ba97-5049ceeb3a96
|
no_churn
| 0.016584 | 0 |
no_churn
| -0.17674 | -0.00434 | 0.009904 | 0.053916 | -0.019714 | 0.046872 | -0.002844 | -0.026081 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
357b6f37-5289-4238-b0d0-af6d6fad3646
|
churn
| 0.876628 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,984,800 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7253b279-6542-4272-9611-bd437fb06947
|
no_churn
| 0.036128 | 0 |
no_churn
| -0.083518 | -0.003993 | -0.075163 | -0.042356 | 0.034006 | 0.046639 | -0.033512 | -0.055415 |
Female
| 57 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,984,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
824d7c8e-d3e2-4543-b256-95bda54b70da
|
churn
| 0.771144 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 74 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,984,800 |
48 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b553cc7e-7c2b-496d-a739-6aa55886568b
|
no_churn
| 0.172325 | 0 |
no_churn
| -0.135246 | -0.005007 | -0.009213 | 0.017654 | 0.05459 | 0.043144 | -0.005076 | 0.080129 |
Female
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,984,800 |
65 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
47b33b96-e2c2-4f2c-b869-d81005361f3b
|
no_churn
| 0.025948 | 0 |
no_churn
| -0.041555 | -0.003113 | 0.000871 | -0.032666 | -0.001028 | 0.050632 | -0.018081 | -0.014087 |
Female
| 39 |
No
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,672,984,800 |
1 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ce198cc-6880-49df-ad04-963d85fa1dc3
|
churn
| 0.604361 | 1 |
churn
| 0.281117 | -0.006496 | -0.033893 | 0.085196 | -0.051211 | 0.111766 | -0.027273 | -0.016511 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
49 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de16e4a0-1aac-475c-8ea0-6a8bd14384c4
|
no_churn
| 0.110209 | 0 |
no_churn
| -0.081709 | -0.003114 | 0.045013 | -0.145704 | 0.003518 | 0.060071 | -0.026372 | -0.056284 |
Male
| 49 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
5 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e9b89348-e368-42bb-aaa7-6bc0e496717f
|
no_churn
| 0.132841 | 0 |
no_churn
| 0.111537 | -0.004173 | 0.006176 | -0.156543 | 0.056469 | 0.097897 | -0.056442 | -0.057713 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,984,800 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f94cd15-dd44-43b1-b2e3-995e673b27cb
|
churn
| 0.319845 | 1 |
churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Male
| 74 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,984,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
63ab306f-ab82-4316-a01b-d587997109b6
|
churn
| 0.558623 | 1 |
churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Female
| 74 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,984,800 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
c6d02d2f-63bd-4ae2-bb71-b29a1efe0555
|
no_churn
| 0.087986 | 0 |
no_churn
| -0.156745 | -0.000839 | -0.019907 | -0.042945 | 0.030546 | 0.035686 | -0.019646 | 0.053158 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
13 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
126c4a55-8c24-41ad-b25b-6fe2fc66df01
|
no_churn
| 0.024173 | 0 |
no_churn
| -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,984,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7811f5e1-13e4-4ce2-a871-aabd824a5771
|
no_churn
| 0.486488 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 75 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,984,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2db0f9f7-0d50-40fd-a70a-d27a6ed29a6d
|
no_churn
| 0.204893 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,984,800 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69a62a53-ce9a-48c7-9d88-7c2bc44129c7
|
no_churn
| 0.015884 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3d13033-af4f-4b5b-bbbb-ed4e24c1418b
|
no_churn
| 0.036834 | 0 |
no_churn
| -0.035704 | -0.006019 | 0.051472 | -0.107233 | 0.017398 | 0.082767 | -0.064843 | -0.066197 |
Female
| 60 |
Yes
|
Yes
|
Retired
|
Rural
|
High School or Below
| 1,672,984,800 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3d1a9abe-1d30-4037-a4a9-6dc869283e66
|
no_churn
| 0.036128 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Male
| 66 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,984,800 |
45 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
35ab41d5-5c41-414a-8d39-b50c343f5826
|
no_churn
| 0.458583 | 0 |
no_churn
| -0.136705 | -0.00528 | 0.017795 | 0.041654 | 0.112566 | 0.048363 | 0.056564 | 0.085349 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,984,800 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
d0911ff2-aaef-4946-9952-07662c669697
|
no_churn
| 0.124647 | 0 |
no_churn
| -0.076465 | -0.003067 | 0.007028 | -0.038347 | -0.046789 | -0.157474 | 0.020234 | 0.025853 |
Female
| 58 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,984,800 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a21a3490-030b-410e-bb72-6d9b288c564a
|
no_churn
| 0.016875 | 0 |
no_churn
| -0.081628 | -0.003735 | -0.017443 | -0.030086 | -0.009078 | 0.045169 | -0.040197 | -0.052028 |
Male
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,984,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5095bdd9-dae7-4294-b990-9b640258f1ae
|
no_churn
| 0.554964 | 0 |
no_churn
| 0.043478 | -0.003167 | -0.058022 | 0.043328 | -0.007587 | 0.049395 | 0.029625 | 0.061424 |
Male
| 51 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,984,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ee7a7f9-e5e9-4ba9-ba0f-63058f98eaef
|
churn
| 0.565715 | 1 |
churn
| 0.212043 | -0.004813 | 0.093168 | 0.134409 | 0.016871 | 0.155008 | -0.019491 | -0.02318 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,984,800 |
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