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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a7a9954-3c73-49bc-846f-4918d662a0ca
|
no_churn
| 0.126642 | 0 |
no_churn
| -0.0554 | 0.116976 | 0.039945 | 0.046103 | 0.044592 | 0.098452 | 0.004932 | 0.005374 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Doctor
| 1,673,157,600 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
44943455-035d-433a-8286-129526305869
|
no_churn
| 0.248687 | 0 |
no_churn
| 0.02609 | 0.000234 | 0.002052 | 0.082552 | 0.177319 | 0.087423 | 0.105768 | 0.112867 |
Male
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,673,157,600 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2e1b864-453e-4abc-ab24-42e943d05bad
|
no_churn
| 0.012383 | 0 |
no_churn
| -0.06597 | -0.000916 | 0.065337 | 0.040297 | 0.078259 | 0.087379 | -0.010364 | 0.001954 |
Female
| 72 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
32 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1fead6f-01f9-48ed-8b7b-e13283b1ac1c
|
no_churn
| 0.02325 | 0 |
no_churn
| -0.00668 | -0.012922 | 0.010466 | -0.058729 | -0.031771 | 0.060931 | -0.018257 | -0.012063 |
Female
| 67 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
29 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0ef4e88-a360-4b69-86f8-e18b6bfd6fbb
|
no_churn
| 0.04191 | 0 |
no_churn
| 0.102044 | -0.005199 | 0.034455 | 0.056845 | 0.103657 | 0.09939 | -0.030329 | -0.039889 |
Male
| 72 |
No
|
Yes
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,157,600 |
25 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
55b1a185-4e8d-4efd-a433-a7d77b0eec5f
|
no_churn
| 0.028654 | 0 |
no_churn
| -0.017819 | -0.00569 | -0.046634 | -0.030439 | -0.005778 | -0.089057 | -0.033846 | -0.039763 |
Female
| 25 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Doctor
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6b9f4827-7d1b-4529-ac02-d2a6f9d88cd1
|
no_churn
| 0.351587 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 59 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a606464e-0065-4e02-ae54-a2e40cf7fa1d
|
churn
| 0.394232 | 1 |
churn
| -0.210968 | -0.004209 | -0.039824 | -0.00701 | 0.066538 | 0.024074 | -0.026167 | 0.008539 |
Female
| 32 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,157,600 |
39 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1b1f3b3e-ac9b-4696-9cb9-acc87c9fb768
|
no_churn
| 0.453168 | 0 |
no_churn
| -0.167881 | -0.004147 | 0.029746 | -0.024533 | -0.027371 | 0.069854 | -0.073562 | 0.008868 |
Female
| 20 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
55 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
041d4600-d92e-4782-b1c6-368f62a6ce49
|
no_churn
| 0.108754 | 0 |
no_churn
| -0.128339 | -0.003183 | -0.051598 | -0.034655 | 0.000772 | -0.095627 | 0.010262 | 0.033342 |
Female
| 60 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
db4183cb-5c21-443a-ad70-079c8ee978f1
|
no_churn
| 0.268365 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3432ffb-5186-4012-b3e0-4c5e8af0c321
|
no_churn
| 0.183076 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
ae18cf64-ed0f-4c5f-8cfb-9e780c8bf312
|
churn
| 0.179154 | 1 |
churn
| -0.124298 | -0.001643 | 0.026679 | 0.032715 | -0.024436 | -0.140551 | 0.009032 | 0.046142 |
Male
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
7e78012c-9633-4d37-8734-8c6615d88c6e
|
churn
| 0.373826 | 1 |
churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Male
| 43 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
17 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e6b74a68-5b52-4c4e-baed-6a5d3207f159
|
no_churn
| 0.362328 | 0 |
no_churn
| 0.074923 | -0.002834 | 0.031733 | -0.008364 | 0.119234 | 0.122235 | 0.099015 | 0.078365 |
Female
| 35 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d3a86a5-b25e-4242-81b6-f11aefb9d421
|
no_churn
| 0.140175 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Female
| 51 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e7f2f993-99ff-47ef-a428-0bb1fe484b66
|
no_churn
| 0.010938 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Male
| 77 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
6b4dce5b-b0b8-4e02-b384-afacb55f2eea
|
no_churn
| 0.01101 | 0 |
no_churn
| -0.118857 | -0.002976 | 0.008801 | 0.035966 | -0.004559 | -0.116831 | -0.024793 | -0.045778 |
Female
| 52 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,157,600 |
19 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9085aebb-90f3-450e-a281-e0151f7eb0d7
|
no_churn
| 0.046403 | 0 |
no_churn
| -0.068635 | -0.007536 | -0.022794 | -0.076431 | -0.054451 | 0.030302 | -0.039664 | -0.029817 |
Female
| 58 |
No
|
No
|
Disabled
|
Rural
|
High School or Below
| 1,673,157,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c0cb882-5dff-429a-b4b9-366b64970783
|
no_churn
| 0.21962 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Female
| 31 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
53cd0d68-6523-46c0-acf4-195b28c499d3
|
no_churn
| 0.022679 | 0 |
no_churn
| 0.087291 | -0.005173 | -0.018163 | -0.051043 | -0.023831 | -0.211119 | -0.019184 | -0.017929 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5ea12526-e767-473a-aa34-696f48fcfc3e
|
churn
| 0.494921 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6c6c917d-6f42-4e31-a1c3-3085ebafb148
|
churn
| 0.890931 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
32 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
acfd37a2-3aa6-4922-8385-8237be5664df
|
no_churn
| 0.02325 | 0 |
no_churn
| -0.00668 | -0.012922 | 0.010466 | -0.058729 | -0.031771 | 0.060931 | -0.018257 | -0.012063 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
8c6bdf8d-f8e3-4ba8-a0a0-c145dde27a61
|
churn
| 0.012206 | 0 |
no_churn
| -0.138375 | -0.001606 | -0.040539 | 0.007046 | 0.086668 | 0.09836 | 0.0586 | 0.09182 |
Female
| 27 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df285483-197f-4dc5-b34c-cd7258c4c2d9
|
churn
| 0.220752 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 65 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
13 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
589b9da8-2f87-41ea-85f7-7b53b91aefe8
|
no_churn
| 0.088231 | 0 |
no_churn
| -0.017814 | -0.018767 | -0.108693 | -0.072705 | 0.013776 | 0.054658 | -0.04986 | -0.069621 |
Female
| 43 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6839a95e-edb2-4d32-b56f-a9e0ef86b1a2
|
no_churn
| 0.246069 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
63 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
7e2179bf-cf2a-4859-9c93-7688d4c05e0f
|
no_churn
| 0.041242 | 0 |
no_churn
| -0.115382 | -0.003766 | -0.02115 | 0.018233 | -0.002492 | -0.084335 | -0.024756 | -0.015378 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
58 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5be8b35d-e708-405a-b5af-86a7378ad415
|
no_churn
| 0.012724 | 0 |
no_churn
| -0.067491 | -0.004109 | 0.001043 | -0.033735 | 0.011222 | -0.106137 | -0.031663 | -0.038156 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7245b9c3-00d6-4219-8be5-8a2bbd44f5f8
|
no_churn
| 0.303397 | 0 |
no_churn
| -0.156592 | -0.003387 | 0.062027 | 0.052705 | 0.03964 | 0.042845 | 0.001915 | 0.000223 |
Female
| 69 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5f4838e7-0b2a-4b77-b8e8-44f010715bdd
|
no_churn
| 0.248687 | 0 |
no_churn
| 0.02609 | 0.000234 | 0.002052 | 0.082552 | 0.177319 | 0.087423 | 0.105768 | 0.112867 |
Female
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
22 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1728b040-860d-45bd-9558-8234022e365d
|
churn
| 0.189132 | 1 |
churn
| 0.025882 | -0.01426 | -0.081511 | -0.063341 | -0.008644 | 0.053532 | -0.027788 | -0.022228 |
Female
| 67 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
13cc0c97-5e0e-4f0f-8aee-f23dfce171e8
|
no_churn
| 0.524808 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 74 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,673,157,600 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3bad3994-1479-4c0b-9f0f-6f5950bcb8b0
|
no_churn
| 0.542601 | 0 |
no_churn
| -0.271018 | -0.004729 | 0.023265 | 0.001263 | 0.022986 | 0.023422 | -0.043962 | -0.010253 |
Female
| 73 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
1 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6454085-fbeb-4711-972b-d24997cf9fc0
|
no_churn
| 0.568843 | 0 |
no_churn
| 0.190371 | 0.047002 | 0.011085 | -0.179517 | -0.028761 | 0.111959 | -0.037818 | -0.047144 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a921d680-2cea-4ea5-bae9-08222d68d4bc
|
churn
| 0.572192 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9533cfa8-28e8-4cd0-9759-46b85f819d18
|
churn
| 0.179154 | 1 |
churn
| -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 |
Male
| 38 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
23 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6fff0a46-d208-4834-b8cc-3da7edad1481
|
no_churn
| 0.138522 | 0 |
no_churn
| -0.126434 | -0.00628 | -0.040194 | -0.046728 | 0.002406 | 0.035768 | -0.04348 | -0.034084 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
41 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
adf7c88a-e975-4b5a-9263-b84d95831f3c
|
no_churn
| 0.332145 | 0 |
no_churn
| -0.045958 | -0.006394 | -0.008498 | 0.040928 | -0.137768 | 0.028762 | -0.030523 | -0.039574 |
Female
| 55 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
62 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
29dd7dc9-14ee-4822-a326-f87e01709a1a
|
no_churn
| 0.023759 | 0 |
no_churn
| -0.125598 | -0.002725 | -0.015125 | -0.014743 | 0.038922 | -0.196546 | 0.034248 | 0.04254 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3dbbc8b8-03fc-4ccf-96de-8f10aab84c84
|
no_churn
| 0.181257 | 0 |
no_churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Male
| 47 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f21ca6b4-9399-4104-a5ea-75722d376dfa
|
no_churn
| 0.275667 | 0 |
no_churn
| -0.140468 | -0.014779 | -0.014592 | -0.049518 | -0.143652 | 0.038397 | 0.054567 | 0.033746 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
9315b9f5-7040-49a7-87cc-d49e8980338b
|
no_churn
| 0.248687 | 0 |
no_churn
| 0.02609 | 0.000234 | 0.002052 | 0.082552 | 0.177319 | 0.087423 | 0.105768 | 0.112867 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
8 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d2c8bdca-f414-4205-ab56-19f30a069c88
|
churn
| 0.061024 | 1 |
churn
| 0.136258 | -0.010831 | 0.034574 | -0.015825 | 0.092066 | 0.094851 | -0.040348 | -0.051437 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
52 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
256dd4c9-4ebe-4a33-ae9b-34d631508de0
|
no_churn
| 0.01566 | 0 |
no_churn
| -0.089123 | -0.004662 | -0.019148 | -0.104484 | 0.020797 | 0.041199 | -0.043658 | -0.049948 |
Female
| 23 |
No
|
No
|
Employed
|
Urban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2715ea42-4d05-4bd7-811e-f9a0e8c065c9
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 65 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
fa1aef10-88da-43b1-b2e5-7a3f1f9d717d
|
no_churn
| 0.008049 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
759e1564-0283-4c2d-b1e9-172f377622a1
|
churn
| 0.784075 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
decfe0a6-1508-4e1f-b142-bb101070f559
|
no_churn
| 0.030824 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 33 |
Yes
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
eb7543c3-338b-429e-b77a-97f7836f7523
|
no_churn
| 0.092906 | 0 |
no_churn
| 0.004802 | -0.001593 | 0.066338 | 0.078243 | 0.047396 | -0.062868 | 0.000679 | -0.002689 |
Male
| 80 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c1d9dfaf-9448-409f-80ca-d1589a13c183
|
no_churn
| 0.020728 | 0 |
no_churn
| -0.078635 | -0.002924 | -0.012666 | -0.027172 | -0.005639 | -0.088569 | -0.018299 | -0.035122 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
949f5469-d7b6-48d1-bc79-1a0d097de146
|
no_churn
| 0.699827 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 58 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
54 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
b4e0d973-0820-4460-8682-ea4d00276117
|
churn
| 0.020879 | 0 |
no_churn
| -0.025571 | -0.001039 | 0.007191 | -0.034758 | 0.098295 | -0.09547 | 0.062947 | 0.089378 |
Female
| 52 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
241b11a3-c708-4532-92ef-f5ef2a6d630d
|
no_churn
| 0.096744 | 0 |
no_churn
| -0.017926 | -0.010363 | -0.023386 | 0.077053 | -0.218636 | 0.022028 | -0.017461 | -0.030334 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f1811bee-06f7-4835-8352-a6ebf119c695
|
churn
| 0.143731 | 1 |
churn
| 0.026212 | 0.046162 | 0.016671 | -0.071755 | -0.015923 | -0.061687 | -0.012253 | -0.016455 |
Male
| 54 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,157,600 |
26 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
06f988b5-0baf-4279-939e-1b10bef92a6b
|
no_churn
| 0.062192 | 0 |
no_churn
| -0.126154 | -0.009204 | -0.041703 | 0.041736 | -0.073839 | 0.037605 | -0.019194 | -0.018273 |
Female
| 34 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,157,600 |
70 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de6afbb9-3b02-4f50-969d-1562d180ada1
|
no_churn
| 0.020728 | 0 |
no_churn
| -0.05266 | -0.003158 | -0.091195 | -0.005873 | -0.002285 | 0.046778 | -0.01268 | -0.037954 |
Male
| 69 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5447e8fb-7213-45ec-97f8-6a110df640d0
|
no_churn
| 0.576193 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3033fdd4-88a0-49c8-97a8-69233f84b923
|
no_churn
| 0.246069 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 63 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
61 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
98f4e22d-c6d4-4985-b5a3-1f2b92419b10
|
no_churn
| 0.009274 | 0 |
no_churn
| -0.062889 | 0.094902 | 0.053201 | 0.025535 | -0.022874 | 0.125618 | 0.16481 | 0.062671 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
72fdd40d-2dab-4ff6-835a-20368f6c69d4
|
no_churn
| 0.032984 | 0 |
no_churn
| -0.018793 | -0.006333 | -0.020871 | -0.03929 | -0.001791 | -0.14601 | -0.01631 | -0.019628 |
Male
| 61 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,673,157,600 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5ee0cc1-853a-4ded-9119-e3ad2a39cde5
|
churn
| 0.426103 | 1 |
churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 39 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,157,600 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90cd7b5d-706d-4d3f-8476-d6fc627d8a73
|
no_churn
| 0.439282 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 55 |
No
|
No
|
Medical Leave
|
Rural
|
College
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
8b031392-c5e6-476b-a832-bca2d44ef322
|
churn
| 0.179154 | 1 |
churn
| -0.124298 | -0.001643 | 0.026679 | 0.032715 | -0.024436 | -0.140551 | 0.009032 | 0.046142 |
Female
| 39 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,673,157,600 |
25 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d50c1ffc-9f5e-4903-ad38-f5b3f04449bb
|
no_churn
| 0.043565 | 0 |
no_churn
| -0.019173 | -0.004547 | -0.085154 | -0.056403 | 0.101379 | 0.065295 | 0.05428 | 0.099631 |
Male
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
25 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a31e5340-f00b-4e33-aff6-86ab01147747
|
no_churn
| 0.142786 | 0 |
no_churn
| 0.000212 | -0.0067 | 0.038294 | -0.014749 | -0.089558 | 0.002328 | -0.029247 | -0.020106 |
Male
| 66 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
67 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8eb6c181-32c6-4d1f-a5a0-15cb171df830
|
no_churn
| 0.04278 | 0 |
no_churn
| -0.139164 | -0.061532 | -0.016807 | 0.012024 | -0.018184 | 0.062571 | -0.007411 | -0.010523 |
Female
| 55 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,673,157,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e598b833-2562-441d-9a2f-54cbca62f257
|
no_churn
| 0.417428 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 34 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,157,600 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4aa1356c-b09b-4a02-82dd-cb9994ba2aaa
|
no_churn
| 0.351587 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 63 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,157,600 |
41 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
6d82c6b0-fe81-4884-9a23-2785aa27c4c0
|
no_churn
| 0.282512 | 0 |
no_churn
| -0.076607 | -0.001066 | -0.032778 | -0.007377 | 0.055638 | 0.040728 | -0.018515 | 0.000952 |
Male
| 37 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
dfbf76ec-f6fa-4eb5-9223-33507b0dc2cc
|
no_churn
| 0.151081 | 0 |
no_churn
| -0.029341 | -0.001527 | -0.039585 | -0.001742 | 0.095773 | 0.068937 | 0.027183 | 0.071276 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
5ee942e2-3ad7-47d3-8868-b31235ca430b
|
no_churn
| 0.179631 | 0 |
no_churn
| -0.064032 | -0.001377 | 0.033985 | 0.030596 | 0.000508 | -0.217074 | 0.006436 | 0.055266 |
Female
| 50 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,673,157,600 |
25 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81078b53-fca9-4ac8-abfe-2531fed31f03
|
no_churn
| 0.028654 | 0 |
no_churn
| -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 |
Female
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e2fc222-61e6-43af-92ba-1d7bc18691a1
|
no_churn
| 0.08929 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
500de587-8b2b-447c-b31c-48a3f0980757
|
churn
| 0.906281 | 1 |
churn
| 0.120885 | -0.003796 | 0.060935 | -0.01352 | 0.046936 | 0.134247 | 0.053621 | 0.080833 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c0c665eb-75ae-417a-a051-2ad14783b90a
|
no_churn
| 0.010938 | 0 |
no_churn
| -0.259124 | -0.007146 | 0.000342 | 0.029119 | -0.042609 | 0.007643 | -0.015899 | 0.028647 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f4e9530-23d9-461a-8d78-5a00f9b3434a
|
churn
| 0.494921 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 60 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
14230d07-e628-4a63-84f6-fc107100c4d2
|
no_churn
| 0.031055 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cc31f3f7-2ebe-461e-adc9-9cd0417abd8a
|
churn
| 0.400317 | 1 |
churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 30 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,157,600 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f3e4e00-23a9-40af-b94e-fad4f85f0a2d
|
churn
| 0.543925 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 75 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
5f834d50-418d-4266-b6ac-7e57d2d4d00c
|
no_churn
| 0.08189 | 0 |
no_churn
| -0.076678 | -0.002912 | 0.005613 | -0.027454 | -0.056067 | -0.1743 | 0.032426 | 0.030345 |
Male
| 57 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,673,157,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b3596527-81ae-4435-aef6-aad3e7b8ad3e
|
no_churn
| 0.073594 | 0 |
no_churn
| -0.054249 | -0.004095 | 0.042358 | 0.031045 | -0.015749 | -0.196926 | -0.017 | -0.05441 |
Female
| 27 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,673,157,600 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
589b90ce-b566-4b07-9dfb-3bff44ee97c0
|
no_churn
| 0.349428 | 0 |
no_churn
| -0.04866 | -0.002443 | -0.082773 | -0.014727 | 0.051685 | 0.081662 | 0.075584 | 0.050645 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
5 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e571037d-539d-47e8-b7f9-45fa8ba9b41e
|
no_churn
| 0.448134 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 44 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
72b6d725-c257-4cda-9b98-1ecc2b4da2dd
|
churn
| 0.394232 | 1 |
churn
| -0.210968 | -0.004209 | -0.039824 | -0.00701 | 0.066538 | 0.024074 | -0.026167 | 0.008539 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
53 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
73bfc26d-9776-4b34-bf4d-5e798c889aa2
|
no_churn
| 0.013437 | 0 |
no_churn
| -0.123474 | -0.004333 | -0.02183 | -0.076014 | 0.026072 | 0.022908 | -0.033613 | -0.048744 |
Male
| 68 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
4ca5949d-c23d-457d-8fb1-8068d4932fc4
|
churn
| 0.179154 | 1 |
churn
| -0.205186 | -0.003534 | 0.041095 | -0.00076 | 0.029023 | 0.055446 | -0.040504 | 0.065061 |
Female
| 56 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1fb96da2-8e20-4a60-a1c8-c5b67db9a3bd
|
churn
| 0.906281 | 1 |
churn
| 0.120885 | -0.003796 | 0.060935 | -0.01352 | 0.046936 | 0.134247 | 0.053621 | 0.080833 |
Female
| 30 |
Yes
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
68 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
ac426fdb-694a-42d0-b215-1d9d78b68503
|
no_churn
| 0.021253 | 0 |
no_churn
| -0.096334 | -0.00155 | 0.012311 | -0.01386 | 0.027879 | -0.236165 | 0.03989 | 0.058803 |
Male
| 63 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5292bc7c-1e2f-4fd4-a9ec-0af2a1818948
|
no_churn
| 0.246069 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 39 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
db0423f5-1aee-44fc-add5-89a1c32d2e88
|
no_churn
| 0.056493 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Male
| 22 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1d7d746-582a-425b-8014-986f1c624d59
|
no_churn
| 0.246069 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a895f318-072d-4519-b460-2c22b3680ebc
|
no_churn
| 0.431589 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 42 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea43e182-49de-430b-bee3-4b32f1dc64a6
|
churn
| 0.784075 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 44 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a406e24b-7907-413d-8cc8-a56b46e9d4d1
|
churn
| 0.427822 | 1 |
churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Female
| 72 |
Yes
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,157,600 |
66 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
92a6ee08-50d6-402c-a428-71d0058d6da5
|
churn
| 0.373826 | 1 |
churn
| -0.205797 | -0.003283 | 0.047593 | -0.04107 | 0.024136 | 0.013947 | -0.05192 | -0.042633 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dffc79c6-3d3e-41f2-9030-7767ea429802
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
63 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
66b9c259-938b-4214-8f10-faf5cd7259b4
|
no_churn
| 0.041242 | 0 |
no_churn
| -0.115382 | -0.003766 | -0.02115 | 0.018233 | -0.002492 | -0.084335 | -0.024756 | -0.015378 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c63520b-3159-486e-8ef8-82d3defb4371
|
churn
| 0.305014 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
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