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
1
| 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
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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25fd9473-1100-4768-8fa9-a2e6b0ef2b9e
|
no_churn
| 0.516664 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 38 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
47 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
eb20459a-1084-4a28-ad43-9f9bc98f38ba
|
churn
| 0.017329 | 0 |
no_churn
| -0.055342 | -0.003812 | -0.0225 | -0.0205 | -0.075188 | -0.127171 | 0.011091 | 0.024396 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
2c928d44-ecf9-4d68-b511-1dfcab41ac66
|
no_churn
| 0.044371 | 0 |
no_churn
| -0.039248 | -0.002931 | 0.011152 | -0.049427 | -0.089002 | -0.138948 | 0.020192 | 0.029186 |
Male
| 78 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,256,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
351336bb-0445-40cc-beec-7ec01f833dfd
|
no_churn
| 0.025313 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,256,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
307343bc-03c4-445d-80a1-1fd3496c42d9
|
no_churn
| 0.689107 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 50 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,671,256,800 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b6a7d2ba-b272-4bd4-97cb-f861cc0942cc
|
churn
| 0.461061 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 41 |
Yes
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,256,800 |
20 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
64351b15-ca0e-4a1b-abfb-9f3a76fb777d
|
no_churn
| 0.33623 | 0 |
no_churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
53 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
dd03db32-6999-45d3-a60b-9eb2e162b278
|
no_churn
| 0.095944 | 0 |
no_churn
| -0.075812 | -0.002577 | 0.029769 | -0.024263 | -0.056109 | -0.097755 | 0.001915 | 0.015807 |
Female
| 60 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,256,800 |
48 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
814b65d7-3df8-4194-92b4-00520fea2b68
|
no_churn
| 0.009543 | 0 |
no_churn
| -0.034956 | -0.004971 | 0.016748 | -0.023561 | 0.017716 | -0.195392 | -0.016057 | -0.028554 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b8c2c6e2-cf89-4b6d-b136-d7bd07a829b1
|
no_churn
| 0.003597 | 0 |
no_churn
| -0.13182 | -0.003114 | 0.00609 | 0.028328 | -0.004514 | -0.125093 | -0.017985 | -0.020918 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,256,800 |
43 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
c007a58b-0785-47b6-95f6-806d1cf11343
|
no_churn
| 0.062533 | 0 |
no_churn
| -0.047605 | 0.056711 | 0.007123 | -0.017348 | 0.037629 | -0.066419 | -0.009123 | -0.019992 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
35 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
06b2d634-1049-4fcf-9006-d951b8e02a49
|
no_churn
| 0.008507 | 0 |
no_churn
| -0.045507 | -0.004671 | 0.003546 | -0.032193 | 0.012011 | -0.125464 | -0.036715 | -0.040034 |
Female
| 47 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,256,800 |
45 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8bb518b0-7703-437e-932a-ee6bf3da87c1
|
no_churn
| 0.052568 | 0 |
no_churn
| -0.061315 | 0.055554 | 0.013494 | -0.000891 | 0.049779 | -0.047918 | -0.010453 | -0.017277 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e34d819c-0fa2-4502-8d10-773be433a415
|
no_churn
| 0.044371 | 0 |
no_churn
| -0.039248 | -0.002931 | 0.011152 | -0.049427 | -0.089002 | -0.138948 | 0.020192 | 0.029186 |
Female
| 24 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,256,800 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
107a4da9-6c4b-4917-bb59-6e81dea14f5c
|
no_churn
| 0.10727 | 0 |
no_churn
| -0.115666 | -0.004465 | 0.000822 | -0.008363 | -0.124769 | -0.051373 | 0.032158 | 0.03263 |
Male
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
4aca07b8-28f2-452d-8138-524b5a298763
|
no_churn
| 0.00893 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,256,800 |
61 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9e75f4e9-21b4-4ffa-8ddd-3b4932ebb2cb
|
no_churn
| 0.015616 | 0 |
no_churn
| -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 |
Male
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,256,800 |
65 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
6ff938a9-6e90-4800-aad6-96d0c0177a1d
|
churn
| 0.016101 | 0 |
no_churn
| 0.023294 | 0.001784 | 0.019231 | -0.047137 | -0.003572 | -0.06737 | 0.05675 | 0.057995 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
319d2f92-84a2-42d4-9eff-55cc7b798ac6
|
churn
| 0.333974 | 1 |
churn
| -0.126559 | -0.003168 | 0.083777 | 0.067687 | 0.05296 | 0.085137 | 0.003366 | 0.010253 |
Male
| 68 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,256,800 |
26 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f6512848-70cd-400f-8eb9-c2b1421ae6fe
|
no_churn
| 0.020773 | 0 |
no_churn
| -0.095579 | -0.00389 | -0.015669 | -0.03031 | -0.030857 | -0.051566 | -0.017612 | -0.023543 |
Male
| 49 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,256,800 |
18 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c55d5451-923f-4453-97b9-192601216873
|
no_churn
| 0.160768 | 0 |
no_churn
| -0.008454 | -0.006007 | 0.004014 | 0.002339 | 0.020268 | 0.062352 | -0.028401 | -0.013684 |
Female
| 77 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,671,256,800 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0bddb88b-6402-410e-88af-4a9f2c4c1a64
|
no_churn
| 0.566714 | 0 |
no_churn
| -0.003612 | -0.005464 | -0.101966 | -0.048662 | 0.048981 | 0.093134 | 0.053998 | 0.023898 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
64 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
7ce02579-66c5-4e7f-85d5-f51620149b4b
|
no_churn
| 0.011795 | 0 |
no_churn
| -0.087927 | -0.006074 | -0.009516 | -0.015171 | -0.050544 | -0.133587 | 0.014604 | 0.019188 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d498284a-ee97-4bfb-86b0-507ca3fef69e
|
no_churn
| 0.313736 | 0 |
no_churn
| -0.064309 | -0.001687 | 0.109327 | 0.0559 | 0.000835 | 0.104889 | -0.021242 | -0.01427 |
Female
| 51 |
No
|
No
|
Retired
|
Urban
|
High School or Below
| 1,671,256,800 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
a11fad58-2291-4d3c-9c4d-765f5ca805ea
|
no_churn
| 0.005304 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b74b6157-6b91-4874-8439-c3ff8ff5b196
|
no_churn
| 0.221626 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Male
| 62 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,256,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ddd430dd-7290-418c-b046-590d19805e70
|
no_churn
| 0.516664 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 59 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,256,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9c7740d-0967-4ec9-aee5-eb5b7e414efe
|
churn
| 0.756187 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 51 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,671,256,800 |
9 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60191eb9-ca5f-4a10-8f19-dd84863aeab0
|
churn
| 0.577891 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 76 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,256,800 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
9333a3ba-4490-4061-a11e-396ae4513836
|
no_churn
| 0.005171 | 0 |
no_churn
| -0.100555 | -0.002968 | 0.003151 | -0.008944 | -0.038572 | -0.177568 | 0.029565 | 0.026864 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8a97d173-e164-4111-bb1e-520138e876d7
|
churn
| 0.699115 | 1 |
churn
| 0.219952 | -0.000674 | -0.015623 | 0.114802 | 0.097826 | 0.141496 | 0.077494 | 0.085701 |
Male
| 67 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,256,800 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6dedd99a-f909-42ee-ab84-2db8bd94d612
|
churn
| 0.826933 | 1 |
churn
| 0.158927 | -0.002756 | 0.040862 | 0.120457 | 0.098183 | 0.150659 | 0.107302 | 0.05734 |
Male
| 71 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
51d96843-7175-4e5d-8923-85bb86c007fb
|
churn
| 0.701688 | 1 |
churn
| 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 |
Female
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,256,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
67fa2765-2619-457f-b366-58cf9a718c7b
|
churn
| 0.783377 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
74c2e35d-91c3-457a-b174-99e0ebbf64f0
|
churn
| 0.891088 | 1 |
churn
| 0.315653 | -0.003485 | 0.023281 | 0.057351 | 0.060702 | 0.161476 | 0.049507 | 0.04649 |
Female
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
59 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e01ecacd-9518-4707-a96f-802d28ac4aee
|
no_churn
| 0.020379 | 0 |
no_churn
| -0.023914 | -0.002761 | -0.001771 | -0.011314 | -0.011865 | -0.154657 | -0.013081 | -0.009664 |
Female
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b7bfb4da-59a1-4c44-8135-ddd8bb1c92bf
|
no_churn
| 0.026204 | 0 |
no_churn
| -0.066673 | -0.004618 | -0.039976 | -0.021964 | -0.024797 | -0.07183 | -0.017739 | -0.021429 |
Male
| 32 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,256,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
91a39db7-1359-4bcb-8d16-bbb085ceb59b
|
no_churn
| 0.017794 | 0 |
no_churn
| -0.096577 | -0.002424 | 0.014861 | 0.051391 | -0.007797 | -0.102994 | -0.005342 | -0.009478 |
Male
| 52 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,256,800 |
48 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6af082f3-3a18-4bb7-b9e5-b679512289e8
|
no_churn
| 0.009543 | 0 |
no_churn
| -0.034956 | -0.004971 | 0.016748 | -0.023561 | 0.017716 | -0.195392 | -0.016057 | -0.028554 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0fe98aba-d285-4e60-bbae-d45de14401b5
|
churn
| 0.422499 | 1 |
churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 28 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,256,800 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
8b49af5d-f98b-4625-833c-37bdf1c27343
|
no_churn
| 0.041691 | 0 |
no_churn
| -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 |
Female
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,256,800 |
26 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
526f26db-63f3-4779-871f-a86cd4ac5aea
|
no_churn
| 0.020773 | 0 |
no_churn
| -0.095579 | -0.00389 | -0.015669 | -0.03031 | -0.030857 | -0.051566 | -0.017612 | -0.023543 |
Male
| 25 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,671,256,800 |
63 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
45d333aa-fc18-4eb9-91b8-01c01b253ede
|
no_churn
| 0.202008 | 0 |
no_churn
| -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,256,800 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc66946f-b826-4350-a67f-c6888b21df28
|
churn
| 0.422499 | 1 |
churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
61 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
906a976c-2fb6-4144-bb47-5abda66d8881
|
no_churn
| 0.063211 | 0 |
no_churn
| -0.111354 | -0.002277 | -0.009021 | -0.03623 | -0.013701 | -0.048595 | -0.01717 | -0.006344 |
Male
| 40 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,256,800 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
53a3b5a9-4fed-4f84-8289-ee172a36638b
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.206011 | -0.002562 | -0.000812 | -0.039793 | 0.029502 | -0.118721 | 0.026817 | 0.046999 |
Male
| 53 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,256,800 |
35 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d3451f7c-cffd-4f67-8aee-dccb0e17476a
|
no_churn
| 0.008507 | 0 |
no_churn
| -0.045507 | -0.004671 | 0.003546 | -0.032193 | 0.012011 | -0.125464 | -0.036715 | -0.040034 |
Male
| 43 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,256,800 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
28b21888-d9b7-415d-913e-b0eb58e62828
|
churn
| 0.701688 | 1 |
churn
| 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 |
Female
| 63 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,256,800 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90394b34-8a49-4e26-8dac-7780b6e1788e
|
churn
| 0.64955 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f852cb8-eeea-480f-b792-a220e64afa83
|
churn
| 0.673746 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Female
| 78 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,256,800 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1528afa4-61c7-4a90-b39d-8d3b4411728e
|
no_churn
| 0.030421 | 0 |
no_churn
| -0.004523 | -0.006068 | -0.036773 | -0.027622 | -0.042733 | -0.099661 | -0.021084 | -0.030563 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84212050-20bc-4ea2-8a25-f852d1c0435b
|
churn
| 0.577448 | 1 |
churn
| -0.089947 | -0.00289 | 0.060129 | 0.112927 | 0.005376 | 0.093745 | -0.009021 | -0.048384 |
Male
| 24 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d145159f-32b6-47bf-97bb-bb7156e9cf6e
|
churn
| 0.454426 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 61 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
18dcd31e-077e-48a6-95bf-2319680ecd5c
|
no_churn
| 0.279357 | 0 |
no_churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Male
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
f4e93d92-42f8-4a18-9a69-d988633e7c0a
|
no_churn
| 0.016652 | 0 |
no_churn
| -0.04364 | -0.003116 | -0.019328 | -0.022098 | -0.057535 | -0.138998 | 0.009833 | 0.015855 |
Male
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,256,800 |
16 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
033dc40e-8c43-45a7-803f-c52530d52403
|
churn
| 0.53358 | 1 |
churn
| 0.140587 | -0.002144 | 0.049934 | 0.051507 | 0.101762 | 0.147712 | 0.076373 | 0.068338 |
Male
| 24 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Doctor
| 1,671,256,800 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
9dd11463-ab14-4a9d-9e25-e8a7b14a9b45
|
no_churn
| 0.041691 | 0 |
no_churn
| -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 |
Female
| 71 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,256,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
df54dc2e-3cfb-419b-8789-fc22763d3f83
|
no_churn
| 0.017794 | 0 |
no_churn
| -0.096577 | -0.002424 | 0.014861 | 0.051391 | -0.007797 | -0.102994 | -0.005342 | -0.009478 |
Female
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,256,800 |
68 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
29497875-a531-4b10-8b2a-691abef4b19f
|
no_churn
| 0.008456 | 0 |
no_churn
| -0.06142 | -0.003706 | -0.014377 | -0.018269 | -0.000219 | -0.11634 | -0.024979 | -0.029715 |
Male
| 30 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,256,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f1756ab-b3c4-4f96-a80a-73adbc757ee0
|
no_churn
| 0.221626 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,256,800 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
48f04a3d-bbce-4140-83b0-dd6843818912
|
no_churn
| 0.160019 | 0 |
no_churn
| -0.178071 | -0.002159 | 0.014029 | -0.013225 | -0.023169 | -0.073861 | 0.033633 | 0.031678 |
Male
| 23 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,256,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6ed62d01-6df2-4089-bde4-ec66ee03f6ff
|
churn
| 0.558732 | 1 |
churn
| 0.1786 | -0.00332 | -0.008852 | 0.141426 | 0.05126 | 0.138744 | 0.176979 | 0.056137 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
09b07b17-297d-47ff-8f64-6ba670b84234
|
no_churn
| 0.279357 | 0 |
no_churn
| 0.17226 | -0.007192 | -0.050385 | 0.047243 | 0.048837 | 0.126232 | 0.053153 | 0.099158 |
Male
| 79 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,256,800 |
11 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
28b40b75-f2b6-40a3-9924-b103580cf78a
|
no_churn
| 0.035958 | 0 |
no_churn
| -0.009936 | -0.009074 | -0.014101 | -0.041847 | 0.025963 | -0.070904 | -0.026985 | -0.042142 |
Male
| 75 |
Yes
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,671,256,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a573278-0c8f-4816-b3fd-a2e63c79bae9
|
churn
| 0.874798 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,256,800 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
01a88483-92d9-4308-9140-76b6e0455ce8
|
churn
| 0.016652 | 0 |
no_churn
| -0.04364 | -0.003116 | -0.019328 | -0.022098 | -0.057535 | -0.138998 | 0.009833 | 0.015855 |
Male
| 21 |
Yes
|
No
|
Retired
|
Rural
|
College
| 1,671,256,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d024452-ee57-4c5e-8f52-98024dac8a46
|
churn
| 0.838365 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 32 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,256,800 |
32 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
165a8484-356f-4a75-9ae3-d2f64d36e46b
|
no_churn
| 0.213284 | 0 |
no_churn
| -0.043925 | -0.01548 | -0.010146 | -0.02433 | -0.016583 | 0.060272 | -0.029644 | -0.04619 |
Female
| 43 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,256,800 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
c939df28-6f13-4196-88df-aa2678c4f245
|
churn
| 0.674897 | 1 |
churn
| 0.117378 | -0.015989 | -0.105141 | -0.066631 | -0.185649 | 0.063304 | -0.038947 | -0.021518 |
Female
| 34 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,256,800 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
352d57c7-287c-4703-9e38-f6eb06a416e7
|
churn
| 0.454426 | 1 |
churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,256,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0fa97aa2-6b6b-430e-b32e-7649a1f8dcbf
|
churn
| 0.838365 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,256,800 |
65 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
aff3efe2-35c2-4172-b1df-b0573b42ab94
|
no_churn
| 0.015046 | 0 |
no_churn
| -0.086019 | -0.002771 | -0.00818 | -0.019992 | -0.053019 | -0.125477 | 0.000169 | 0.026263 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
27 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
101b6ebe-6501-49f5-aacd-99247d363d16
|
no_churn
| 0.114061 | 0 |
no_churn
| -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 |
Female
| 54 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,256,800 |
23 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
72990bd9-b890-4917-8584-e96d2adf0586
|
no_churn
| 0.051018 | 0 |
no_churn
| -0.091721 | -0.004132 | -0.016009 | -0.024536 | 0.007563 | -0.059036 | -0.030089 | -0.051065 |
Female
| 70 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,256,800 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2aa42a73-3133-4473-afa2-5531cfb20281
|
no_churn
| 0.040238 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
af722feb-0ba5-464f-bdbc-94c811a6df20
|
no_churn
| 0.058094 | 0 |
no_churn
| -0.099256 | -0.002655 | 0.01554 | 0.041088 | -0.056391 | -0.111002 | -0.022895 | -0.028454 |
Female
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
b5af778c-e5c5-4899-b2bd-fff54f26d48c
|
no_churn
| 0.016064 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Female
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,256,800 |
60 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
5f34cea9-537a-4582-9c23-29bb769e95b8
|
no_churn
| 0.01755 | 0 |
no_churn
| -0.044229 | -0.004669 | -0.016507 | -0.071238 | 0.008685 | -0.074774 | -0.034917 | -0.031377 |
Female
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,256,800 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
177c04c5-e151-4c13-bc83-74f72954f0ba
|
no_churn
| 0.040238 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 27 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88378f1f-1916-4182-a839-81db03ba371e
|
churn
| 0.549041 | 1 |
churn
| 0.168599 | -0.004507 | -0.039601 | 0.161268 | -0.002281 | 0.127523 | -0.024741 | -0.036143 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6cceac3-0fd7-43b2-88d3-fba80e0ce0c0
|
no_churn
| 0.255325 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Female
| 42 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,256,800 |
38 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
87372491-b7cb-438b-b55b-447d154c4be2
|
no_churn
| 0.041691 | 0 |
no_churn
| -0.046892 | -0.006863 | -0.006272 | -0.047923 | -0.001014 | -0.094533 | -0.022417 | -0.038568 |
Male
| 68 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,256,800 |
48 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1556e499-f284-44ba-b04c-4b221531c851
|
no_churn
| 0.009543 | 0 |
no_churn
| -0.034956 | -0.004971 | 0.016748 | -0.023561 | 0.017716 | -0.195392 | -0.016057 | -0.028554 |
Male
| 47 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,256,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db95e72e-c5b5-44a1-b6cb-fb5ba126a60f
|
no_churn
| 0.44839 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 20 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,256,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f084ba4f-9d18-4b35-83ce-7b611fb1853c
|
no_churn
| 0.221626 | 0 |
no_churn
| -0.056453 | -0.007658 | -0.028512 | -0.10258 | 0.011337 | 0.048558 | -0.063801 | -0.069917 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f05e0644-26f1-496d-a9ff-6a8b6e8cf34e
|
churn
| 0.481511 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
d31bc84b-9133-467d-93dd-614b298c24d4
|
no_churn
| 0.134484 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,256,800 |
21 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5aa23dc8-f2ea-48e3-b069-22343cd88792
|
churn
| 0.642417 | 1 |
churn
| -0.062069 | -0.005577 | 0.058042 | -0.033419 | 0.080238 | 0.064273 | -0.016639 | 0.095292 |
Male
| 75 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,256,800 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
131f3b17-f4a1-48c7-8de0-fbfea8b266b2
|
no_churn
| 0.111564 | 0 |
no_churn
| -0.19634 | -0.002292 | 0.029208 | -0.074959 | 0.016026 | -0.075647 | 0.006127 | 0.032185 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32df5e44-e831-42fd-b662-fdd1ce798bb0
|
no_churn
| 0.689107 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef41603e-ce69-49a0-9f02-8b13f8d2d7eb
|
churn
| 0.410874 | 1 |
churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,256,800 |
61 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c2aa0515-28b1-4de5-875c-12b88c501999
|
no_churn
| 0.015616 | 0 |
no_churn
| -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 |
Female
| 52 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b5cd554-f0ee-416e-85c2-449c6ba22e95
|
no_churn
| 0.331582 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,256,800 |
55 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d2943d47-954c-4908-ab60-a1d8172a9943
|
no_churn
| 0.215591 | 0 |
no_churn
| -0.084812 | -0.007286 | 0.0122 | -0.009303 | -0.113294 | 0.026084 | -0.034919 | -0.027695 |
Male
| 51 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,256,800 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
ba4234fb-ddd2-4c6e-875d-eb5ebaad201b
|
no_churn
| 0.230498 | 0 |
no_churn
| -0.214878 | -0.00271 | 0.021009 | -0.054239 | -0.024302 | 0.060127 | 0.024954 | 0.031012 |
Female
| 60 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,256,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
26ab64d2-0b6b-4425-affc-4bf9a154c608
|
no_churn
| 0.331582 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 67 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,256,800 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
079ef044-4fdc-4567-a79c-58a4f036ce6b
|
no_churn
| 0.006647 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,256,800 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
31a56ef4-c21a-4c9f-b157-0de3721a3419
|
no_churn
| 0.024169 | 0 |
no_churn
| 0.004004 | -0.003098 | 0.01324 | 0.006671 | -0.002553 | -0.222005 | -0.034665 | -0.030619 |
Female
| 22 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
a90299b9-c937-4c94-a634-d4e25ef9b4b7
|
no_churn
| 0.111564 | 0 |
no_churn
| -0.19634 | -0.002292 | 0.029208 | -0.074959 | 0.016026 | -0.075647 | 0.006127 | 0.032185 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,256,800 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
0e90dd5b-1a45-44a4-ad21-b2bbd89337cf
|
no_churn
| 0.407992 | 0 |
no_churn
| 0.125311 | -0.001888 | -0.036109 | -0.068958 | -0.17558 | 0.070119 | -0.012668 | 0.035746 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,256,800 |
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