Tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
| Dependents
stringclasses 2
values | Partner
stringclasses 2
values | EmploymentStatus
stringclasses 5
values | LocationCode
stringclasses 3
values | Education
stringclasses 5
values | timestamp
int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2a5e070e-e74a-4389-855f-d634bfce7109
|
no_churn
| 0.016473 | 0 |
no_churn
| -0.056553 | -0.002906 | -0.016187 | -0.015503 | 0.001747 | -0.124478 | -0.02171 | -0.033437 |
Male
| 20 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
29 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
417692ed-cf17-4d50-a8a9-4cd29e1d3115
|
no_churn
| 0.35116 | 0 |
no_churn
| -0.121865 | -0.005039 | -0.077926 | -0.053209 | 0.037712 | 0.051531 | -0.019256 | -0.024308 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d623b8f9-54ed-4f5f-bf8c-80219ec75249
|
churn
| 0.517907 | 1 |
churn
| 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 |
Female
| 57 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
59 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
ccadb6eb-f4e1-41b8-a4ea-61e0614087c7
|
no_churn
| 0.061943 | 0 |
no_churn
| -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 |
Female
| 77 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,343,200 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
71738117-3a52-44b1-941b-0c0cf9cbe29b
|
no_churn
| 0.545175 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
5 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f01d70e5-fd19-4edd-8ce6-05b140a5c136
|
churn
| 0.699851 | 1 |
churn
| 0.026585 | -0.010039 | -0.069926 | 0.058021 | -0.158469 | 0.051783 | -0.040961 | -0.049354 |
Female
| 46 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a6a19a4c-3866-4e63-a0ec-9b0a64a6c9f7
|
no_churn
| 0.20912 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 46 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e69560d4-c885-4022-9376-3f25c02d6094
|
churn
| 0.474186 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
8 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
74a39d16-456e-42f1-8457-7c826669aafb
|
no_churn
| 0.710769 | 0 |
no_churn
| 0.136402 | -0.000876 | 0.036771 | -0.002397 | 0.096391 | 0.162652 | 0.159346 | 0.142684 |
Male
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
59 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
33363823-f50b-4663-bbdd-d9bad04396ac
|
no_churn
| 0.061943 | 0 |
no_churn
| -0.106957 | -0.003593 | -0.010647 | 0.019042 | -0.002194 | -0.096592 | -0.026133 | -0.021952 |
Female
| 80 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,343,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98ddf73e-dfc5-4c4c-a4ef-74b6e2dca63f
|
churn
| 0.302851 | 1 |
churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Male
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
3787f0e2-add3-4146-94e0-4d1173a1d764
|
churn
| 0.517907 | 1 |
churn
| 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 |
Female
| 49 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
09b59d29-609f-458b-9915-784213aab7cb
|
no_churn
| 0.552754 | 0 |
no_churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5837b77c-e893-43b2-9486-899dbe58c6b8
|
no_churn
| 0.175543 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5dafe217-c554-4d96-ab2a-068b59509ed3
|
churn
| 0.70797 | 1 |
churn
| 0.02548 | -0.002215 | 0.102443 | -0.003895 | 0.03161 | 0.114669 | 0.009265 | 0.03559 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
66 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
5133ac9c-4438-44db-9949-58000c7194ba
|
churn
| 0.512139 | 0 |
no_churn
| -0.019915 | -0.000896 | 0.026765 | 0.039812 | 0.119141 | 0.087806 | 0.063137 | 0.066353 |
Male
| 28 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
1f0fff5f-91cc-4593-b50d-899fccae0361
|
churn
| 0.30658 | 0 |
no_churn
| -0.023039 | -0.00137 | -0.038386 | 0.038839 | -0.026496 | 0.015219 | 0.055758 | 0.07045 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
49 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
fff92b5f-8f42-4438-b936-d34e6034b1bc
|
no_churn
| 0.210896 | 0 |
no_churn
| -0.130761 | -0.00323 | -0.095219 | 0.042494 | -0.053695 | -0.050978 | 0.028261 | 0.044102 |
Male
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a5e6909-6214-4784-972d-5d637dc67ce0
|
no_churn
| 0.088052 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Female
| 73 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,343,200 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fef06c08-bbe0-4540-a152-54f8fa25dd64
|
no_churn
| 0.472272 | 0 |
no_churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4d65906-899e-4b06-b096-f654ba066819
|
no_churn
| 0.472272 | 0 |
no_churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Male
| 24 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,343,200 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
5f85fd0a-41a7-4d4c-9b51-45125832fa7b
|
no_churn
| 0.010162 | 0 |
no_churn
| -0.018804 | -0.006178 | -0.010269 | -0.052354 | 0.011594 | -0.115474 | -0.033118 | -0.044422 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,343,200 |
36 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
74b2819c-83e7-4393-a4c7-48a35d125e3f
|
no_churn
| 0.019991 | 0 |
no_churn
| -0.063752 | 0.019465 | 0.000944 | -0.029612 | -0.04427 | -0.1225 | -0.012798 | -0.016503 |
Male
| 27 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
badbdfef-f802-4225-a238-b96ebae4deff
|
no_churn
| 0.38693 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
6c6fc76f-2dec-475c-a8d1-bf69b422bdf9
|
no_churn
| 0.008997 | 0 |
no_churn
| -0.09644 | 0.005439 | -0.007461 | -0.018463 | -0.030646 | -0.157642 | 0.011795 | 0.02439 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
44823981-b25f-465a-8cec-790e2cf2b588
|
no_churn
| 0.008997 | 0 |
no_churn
| -0.09644 | 0.005439 | -0.007461 | -0.018463 | -0.030646 | -0.157642 | 0.011795 | 0.02439 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
250a550d-9242-4035-8cc7-1ff732918a10
|
no_churn
| 0.347262 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
47 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
65e3a664-7559-4230-9c0c-c30d4a72d859
|
no_churn
| 0.021741 | 0 |
no_churn
| -0.042373 | -0.004028 | -0.00588 | -0.037105 | -0.0326 | -0.109791 | -0.017101 | -0.020148 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,343,200 |
7 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
75dfa9e4-0d6e-4697-8a33-c629c953c948
|
no_churn
| 0.121818 | 0 |
no_churn
| 0.055046 | -0.014258 | 0.023948 | -0.029597 | -0.003085 | 0.062243 | -0.044803 | -0.037441 |
Female
| 45 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
33 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
8cf88496-d3ad-4936-9287-cb6976fe95ed
|
no_churn
| 0.290819 | 0 |
no_churn
| -0.127533 | 0.041808 | 0.014086 | -0.05395 | -0.045492 | 0.068141 | 0.015718 | 0.038197 |
Male
| 53 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
36 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
0849ad3e-b970-4825-b48d-c4d986498361
|
no_churn
| 0.22452 | 0 |
no_churn
| -0.069968 | -0.002959 | 0.011943 | -0.025259 | -0.041137 | -0.207474 | 0.038005 | 0.027822 |
Male
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
43 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
964fde91-4980-4ebb-a652-7602e96e9d6f
|
no_churn
| 0.2145 | 0 |
no_churn
| -0.120587 | -0.004157 | 0.013686 | -0.043543 | -0.000309 | -0.122142 | -0.025626 | 0.053651 |
Male
| 49 |
No
|
Yes
|
Disabled
|
Urban
|
Master
| 1,671,343,200 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ba5193de-42ef-47bd-8562-2bae7b856cef
|
churn
| 0.864276 | 1 |
churn
| 0.08416 | -0.000614 | 0.110814 | 0.047668 | 0.1379 | 0.133521 | 0.086385 | 0.121141 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0ed95d97-4f8f-4fe3-ba67-b3c9f6d2fcbb
|
no_churn
| 0.523626 | 0 |
no_churn
| -0.07451 | -0.008221 | -0.072062 | -0.135331 | -0.028461 | 0.049515 | -0.004666 | 0.02471 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
140dba10-2c26-43a8-9f49-417465b963af
|
no_churn
| 0.20912 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 50 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,671,343,200 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63c042e2-c3ce-4635-a170-d831593f478c
|
churn
| 0.728551 | 1 |
churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Female
| 48 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
74d3059d-6ce8-47c9-bf93-8a133f71bca4
|
no_churn
| 0.083611 | 0 |
no_churn
| -0.098115 | -0.003899 | -0.029824 | 0.018517 | -0.043318 | -0.058732 | -0.029158 | -0.024497 |
Female
| 40 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6b4216b9-598d-46ac-bbdf-6e3dd2981220
|
no_churn
| 0.002295 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 68 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
9478dc6a-de57-4fe5-a690-2372e70fe90d
|
no_churn
| 0.193489 | 0 |
no_churn
| -0.067337 | -0.039677 | -0.00888 | -0.02478 | 0.023763 | -0.071749 | 0.035982 | 0.043652 |
Female
| 59 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,343,200 |
17 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
af24ff5e-93c5-4293-83dd-afd571256ba4
|
no_churn
| 0.039017 | 0 |
no_churn
| 0.033629 | -0.006748 | -0.01096 | -0.027631 | -0.009338 | -0.159324 | -0.037516 | -0.041138 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
67704354-b1f4-4b5a-bad8-219b1a361035
|
no_churn
| 0.083611 | 0 |
no_churn
| -0.098115 | -0.003899 | -0.029824 | 0.018517 | -0.043318 | -0.058732 | -0.029158 | -0.024497 |
Female
| 70 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
63 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
f385021a-f3b0-4916-8062-09c8efa2cc76
|
no_churn
| 0.020365 | 0 |
no_churn
| -0.049817 | -0.002922 | -0.007758 | -0.018211 | 0.002708 | -0.13358 | -0.028019 | -0.031427 |
Male
| 33 |
No
|
No
|
Retired
|
Rural
|
High School or Below
| 1,671,343,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5171eb49-3dc9-48c1-aca0-fff0a6dca208
|
no_churn
| 0.111564 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
32 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
01a4abf1-9c5b-4fca-a76d-d7560e05fd8c
|
no_churn
| 0.502741 | 0 |
no_churn
| -0.044227 | -0.002001 | -0.053478 | 0.049999 | 0.038015 | 0.044725 | 0.041093 | 0.014658 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
009d6020-b2af-4ee5-b50b-b12419b33db6
|
churn
| 0.864276 | 1 |
churn
| 0.08416 | -0.000614 | 0.110814 | 0.047668 | 0.1379 | 0.133521 | 0.086385 | 0.121141 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
40ffa250-dfea-4639-b61e-eb648d8146c9
|
no_churn
| 0.019735 | 0 |
no_churn
| 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 |
Female
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
014ecb6e-6820-4f12-b21c-2db6a8caac58
|
no_churn
| 0.487666 | 0 |
no_churn
| -0.021718 | -0.001103 | 0.04611 | 0.110327 | 0.080101 | 0.055536 | 0.114173 | 0.047548 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a378f2a1-323c-437a-97c8-a84d5ece7e28
|
no_churn
| 0.256408 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Female
| 31 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4aa4b23a-60ef-4ba4-94c0-6414134dce22
|
no_churn
| 0.20912 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f128e5c7-d76f-4c98-a994-ed42432f839d
|
no_churn
| 0.062462 | 0 |
no_churn
| -0.044237 | -0.006204 | -0.034929 | -0.018206 | -0.000261 | -0.083025 | -0.040512 | -0.041653 |
Male
| 53 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
525327ab-b570-4e9c-9e16-5d16a6bb9ace
|
churn
| 0.571438 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,343,200 |
50 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32180944-7ba1-4d85-9a24-af05c1639ed8
|
no_churn
| 0.159558 | 0 |
no_churn
| 0.089452 | 0.004779 | 0.124799 | 0.010754 | 0.082238 | 0.137951 | -0.009837 | -0.006352 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
86c305ad-8538-4e04-a82f-51f713f05168
|
no_churn
| 0.019735 | 0 |
no_churn
| 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 |
Female
| 36 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
50 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88527c04-1035-4545-b43b-f935fcd5b7ee
|
no_churn
| 0.159558 | 0 |
no_churn
| 0.089452 | 0.004779 | 0.124799 | 0.010754 | 0.082238 | 0.137951 | -0.009837 | -0.006352 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
56 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
7cf49376-ea22-4f66-83bf-4eefc4bc6495
|
no_churn
| 0.238456 | 0 |
no_churn
| 0.119123 | -0.000549 | 0.100459 | 0.085697 | 0.125844 | -0.053713 | 0.070077 | 0.045845 |
Female
| 75 |
Yes
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,343,200 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
01baadb7-0c62-4352-a333-58f0a9fe92ac
|
no_churn
| 0.400728 | 0 |
no_churn
| -0.07559 | -0.001942 | -0.058587 | -0.037416 | 0.001403 | 0.080407 | 0.029289 | 0.05541 |
Female
| 39 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e52c2fef-441e-4be1-aa5b-9f9e11f2b14b
|
no_churn
| 0.523626 | 0 |
no_churn
| -0.07451 | -0.008221 | -0.072062 | -0.135331 | -0.028461 | 0.049515 | -0.004666 | 0.02471 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,671,343,200 |
53 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
78a2cc8b-5dc1-4193-b5ab-8db9703fa7cd
|
no_churn
| 0.134205 | 0 |
no_churn
| -0.061677 | 0.098619 | 0.029652 | 0.017125 | -0.006746 | 0.077754 | 0.162971 | 0.073275 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7aea59d8-dfa4-49c1-aae5-d2e7a2878c4c
|
churn
| 0.622224 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 54 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
15 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
0d824c10-76b3-45be-9c6e-4d86dd580a1a
|
churn
| 0.801168 | 1 |
churn
| -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 |
Male
| 56 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,671,343,200 |
69 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0d1ee3cd-5c1c-4827-985c-5a02b9f59f8a
|
no_churn
| 0.013482 | 0 |
no_churn
| -0.050452 | -0.002598 | -0.007623 | 0.000876 | -0.00446 | -0.164414 | -0.018344 | -0.022011 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d544061-14d7-4e9f-93eb-07370445c305
|
churn
| 0.510258 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 39 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
2 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2cb2d3a6-1c71-4a60-8fa9-9952190b1efd
|
no_churn
| 0.537529 | 0 |
no_churn
| 0.110349 | -0.006372 | -0.084263 | -0.008125 | 0.060544 | 0.111302 | 0.010934 | 0.09666 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
22 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
a8967143-c45e-4341-921e-bd8f05db74bb
|
no_churn
| 0.02923 | 0 |
no_churn
| 0.03025 | -0.005658 | -0.007316 | 0.023732 | 0.079861 | -0.191613 | 0.079575 | 0.062142 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f7340bd3-c059-4d99-96b3-14e7b6913e75
|
no_churn
| 0.006699 | 0 |
no_churn
| -0.066831 | -0.003569 | -0.018886 | -0.015846 | 0.001311 | -0.122538 | -0.017805 | -0.024863 |
Female
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
806ebe61-bf94-4bc8-bb33-e14526b25f49
|
churn
| 0.510258 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 49 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
27 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
1a3b39a6-5eb3-42f2-b679-ad62c5c0f85b
|
no_churn
| 0.104538 | 0 |
no_churn
| -0.088247 | -0.009782 | -0.016687 | -0.026816 | -0.072224 | -0.097436 | 0.01346 | 0.038705 |
Female
| 75 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0deec6a-bbd1-4ac9-8d4d-ef16ad3cc666
|
no_churn
| 0.066694 | 0 |
no_churn
| -0.032868 | -0.007412 | -0.014726 | -0.079114 | -0.036623 | 0.046995 | -0.038282 | -0.016996 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82360cba-4f10-4387-b32d-a1fe28f14963
|
no_churn
| 0.347262 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 54 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d41c08fe-96bd-4b33-9159-e28431677136
|
no_churn
| 0.58713 | 1 |
churn
| -0.024032 | -0.002928 | 0.062378 | 0.151789 | 0.061167 | 0.113578 | -0.03438 | -0.021931 |
Male
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,343,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d8faf2be-4ffc-41d5-a53c-a9678b23bc0e
|
no_churn
| 0.036226 | 0 |
no_churn
| -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
7e049ce4-0518-4705-acf4-10bf87d15316
|
churn
| 0.722808 | 1 |
churn
| 0.323946 | -0.00903 | -0.021436 | -0.022362 | -0.067798 | 0.149798 | 0.162789 | 0.049409 |
Female
| 46 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
4574d52a-0f35-4618-b041-1a170275f5c1
|
no_churn
| 0.048103 | 0 |
no_churn
| -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 |
Male
| 39 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
0a5a530a-8af5-4261-94a2-23129825fe26
|
no_churn
| 0.243999 | 0 |
no_churn
| -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 |
Male
| 20 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
91cd60f6-2923-4301-b986-5f9a3c495215
|
no_churn
| 0.464025 | 0 |
no_churn
| -0.092249 | -0.006495 | -0.068431 | -0.066848 | 0.056795 | 0.07619 | 0.001381 | 0.07892 |
Female
| 62 |
Yes
|
No
|
Unemployed
|
Rural
|
Master
| 1,671,343,200 |
10 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
6c671204-132a-4843-a559-4eb744fdd1c7
|
no_churn
| 0.45958 | 0 |
no_churn
| -0.000016 | 0.020535 | -0.060107 | -0.100365 | -0.019387 | 0.078756 | -0.035775 | 0.055667 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dccee392-9990-428a-814d-a30d37870628
|
churn
| 0.208712 | 1 |
churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5f3576da-a4fa-490a-82dc-3f99da3d69b0
|
no_churn
| 0.036226 | 0 |
no_churn
| -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 |
Male
| 32 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
52 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
865686b5-aa33-4fb8-bfae-c2cc8a32761d
|
churn
| 0.613582 | 1 |
churn
| -0.023699 | -0.001013 | -0.004476 | 0.010826 | 0.14165 | 0.111146 | 0.063182 | 0.043359 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,671,343,200 |
7 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a759f897-7235-432c-8486-96deffc8c20a
|
no_churn
| 0.121818 | 0 |
no_churn
| 0.055046 | -0.014258 | 0.023948 | -0.029597 | -0.003085 | 0.062243 | -0.044803 | -0.037441 |
Female
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
16 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e171e441-b852-4e76-8249-bad3f8e6252a
|
churn
| 0.142337 | 1 |
churn
| 0.103155 | -0.004815 | -0.026793 | 0.025393 | -0.062838 | 0.09609 | -0.012781 | -0.023744 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6bd06098-20fb-451c-8cbb-98342cbcefcb
|
churn
| 0.605644 | 1 |
churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3ed8ee2e-5077-425c-b356-4595d954ff66
|
no_churn
| 0.031882 | 0 |
no_churn
| -0.038602 | -0.006458 | -0.000772 | -0.038568 | -0.030678 | -0.087034 | -0.020732 | -0.026182 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
43 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4b91a9b-14e5-4f03-a72a-1098d4d4d0dd
|
no_churn
| 0.399598 | 0 |
no_churn
| -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 |
Male
| 62 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
12 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
59507ac4-4180-4a26-83bd-d8d3dc9cf4c4
|
no_churn
| 0.041577 | 0 |
no_churn
| 0.029538 | -0.004357 | 0.02019 | -0.001792 | 0.003893 | -0.180006 | -0.033057 | -0.058436 |
Male
| 55 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,343,200 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a51e731f-d0c5-4950-9b7e-e3b9fe160912
|
churn
| 0.67944 | 1 |
churn
| 0.226873 | -0.001085 | 0.061669 | 0.005378 | 0.09296 | 0.130607 | 0.089466 | 0.090106 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
2 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cede97a9-f7ef-40d5-a762-bd44ad3ee8a9
|
no_churn
| 0.537529 | 0 |
no_churn
| 0.110349 | -0.006372 | -0.084263 | -0.008125 | 0.060544 | 0.111302 | 0.010934 | 0.09666 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
7 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e656dbfb-b8ab-4575-b049-f25ae8a5f26d
|
no_churn
| 0.11823 | 0 |
no_churn
| 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
37 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
48856487-334e-4c9f-9bb2-6d83f9d84180
|
no_churn
| 0.024255 | 0 |
no_churn
| -0.058539 | -0.004359 | -0.015121 | -0.031652 | -0.021435 | -0.067739 | -0.023567 | -0.046613 |
Female
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d8ed53b5-38b7-46ad-9c44-565a2890f674
|
churn
| 0.467994 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
54 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
cd7a79b2-7a1f-4029-8ea8-d1b6032f7ebc
|
no_churn
| 0.227776 | 0 |
no_churn
| -0.081181 | -0.007416 | -0.018441 | -0.07619 | -0.065699 | -0.043645 | 0.016249 | 0.027299 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
45 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
057de335-4911-4850-9862-b70f481dfc25
|
no_churn
| 0.332746 | 0 |
no_churn
| -0.143193 | -0.002334 | -0.016569 | -0.033835 | -0.032841 | -0.091972 | 0.024562 | 0.037157 |
Male
| 27 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9b058b8d-e54d-4398-b01d-e0a465cb83d3
|
no_churn
| 0.243999 | 0 |
no_churn
| -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
7 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
67363aa6-6867-410b-a6e4-380836487a43
|
no_churn
| 0.11823 | 0 |
no_churn
| 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 |
Male
| 40 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
184977eb-cc61-4cf2-b3d0-a22b5e24109e
|
no_churn
| 0.014786 | 0 |
no_churn
| -0.010222 | -0.002879 | 0.016093 | -0.126101 | -0.04566 | -0.125583 | 0.03684 | 0.028486 |
Male
| 47 |
Yes
|
Yes
|
Disabled
|
Rural
|
Doctor
| 1,671,343,200 |
47 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
eca2a30f-1163-43ce-9899-1469601d356f
|
no_churn
| 0.01231 | 0 |
no_churn
| -0.024692 | -0.00499 | -0.012256 | -0.035189 | 0.012074 | -0.130155 | -0.025877 | -0.047941 |
Female
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f438597f-61c5-448f-ade9-ce70cff9e371
|
churn
| 0.575599 | 1 |
churn
| -0.168997 | -0.003759 | -0.045792 | -0.08079 | 0.032659 | 0.044025 | -0.035103 | 0.059897 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
41cd3c67-4769-480b-82cc-59fe2e4f740d
|
no_churn
| 0.010717 | 0 |
no_churn
| -0.011629 | -0.004678 | -0.017139 | -0.03539 | -0.037905 | -0.125079 | -0.018241 | -0.018965 |
Female
| 69 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ce2a56d-3b68-4954-a393-6138175e3f22
|
no_churn
| 0.768388 | 0 |
no_churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Male
| 37 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,671,343,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
597fdedb-cf33-46b2-9b40-9673a9f3ddaa
|
churn
| 0.866001 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
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