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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
415eafed-3ce0-4e51-86fc-1ac7845ab399
|
churn
| 0.27439 | 1 |
churn
| 0.146118 | -0.005223 | 0.04729 | -0.000691 | 0.134896 | 0.144044 | 0.141245 | 0.123294 |
Female
| 69 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
4d77b220-cf03-4bba-ba65-98692c76ed0f
|
churn
| 0.246647 | 1 |
churn
| 0.028875 | 0.067834 | 0.025001 | 0.013913 | 0.045797 | 0.126868 | 0.136824 | 0.095862 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
66 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
3200e4ff-7a9d-42e9-b8ad-703cb351d570
|
no_churn
| 0.034807 | 0 |
no_churn
| -0.127946 | -0.028168 | -0.035806 | 0.019257 | 0.048271 | 0.083814 | 0.053567 | 0.068986 |
Male
| 52 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
14 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
64d7b342-fd11-4ff7-b9bf-39ba906c46c8
|
churn
| 0.558664 | 1 |
churn
| 0.019805 | -0.021657 | 0.009989 | 0.006954 | 0.077129 | 0.092568 | 0.033547 | 0.086971 |
Female
| 73 |
Yes
|
No
|
Disabled
|
Rural
|
College
| 1,672,639,200 |
10 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
69db422e-7a8d-4ceb-b0bc-22dd35c942c4
|
churn
| 0.350804 | 1 |
churn
| 0.122636 | -0.00091 | 0.067245 | 0.049337 | -0.04368 | 0.141755 | 0.11544 | 0.108484 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
57 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6309b2ab-7010-4044-8564-f9948d54a2de
|
no_churn
| 0.07886 | 0 |
no_churn
| -0.198365 | -0.00175 | 0.019437 | 0.049981 | 0.027093 | 0.08452 | 0.071555 | 0.088502 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
52 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
823c5892-02d9-47e7-8629-c9ab4e5ed896
|
no_churn
| 0.027387 | 0 |
no_churn
| -0.08837 | -0.00356 | -0.005738 | -0.026052 | -0.024701 | -0.048042 | -0.025529 | -0.027034 |
Male
| 38 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
858f5cc2-d5fa-4c4e-8395-af137ec195e4
|
no_churn
| 0.00186 | 0 |
no_churn
| -0.068959 | -0.003463 | -0.088348 | -0.003574 | -0.002621 | 0.050196 | -0.010889 | -0.031369 |
Female
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52e41a87-36ce-4a43-a170-b39fa40afb6e
|
no_churn
| 0.337501 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,639,200 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
50fae1f6-f8b3-4550-b8a6-bb5f5aa2dd9c
|
no_churn
| 0.240318 | 0 |
no_churn
| -0.048493 | -0.016487 | -0.076977 | -0.044209 | -0.038674 | 0.042677 | -0.027853 | -0.031921 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,639,200 |
24 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8503c179-0c82-47b1-ba88-d5f491370fc1
|
no_churn
| 0.008552 | 0 |
no_churn
| -0.057614 | -0.00949 | 0.034888 | -0.114739 | 0.032614 | 0.064796 | -0.052996 | -0.076486 |
Female
| 23 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c7c71f4d-605a-437f-895c-6c0afaa8280d
|
no_churn
| 0.281408 | 0 |
no_churn
| -0.048493 | -0.016487 | -0.076977 | -0.044209 | -0.038674 | 0.042677 | -0.027853 | -0.031921 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
59 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9b0e4adb-df9f-457d-901a-6570a21a08b4
|
churn
| 0.044634 | 1 |
churn
| -0.056185 | -0.003649 | -0.016281 | -0.017526 | 0.0072 | -0.117833 | -0.031334 | -0.033418 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
52 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83eabb26-01c8-4569-bc4b-93ded17d7715
|
no_churn
| 0.020941 | 0 |
no_churn
| -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 |
Female
| 67 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e21c85f-7efe-4710-ba66-2e6f01b11e1e
|
churn
| 0.539137 | 1 |
churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 60 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
3 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ee3af5e1-eec3-48f7-b0ac-0332adcc4b1d
|
no_churn
| 0.668267 | 0 |
no_churn
| 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 |
Female
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
13 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f7b5f36-3945-40f0-aa0a-f753ebd7338f
|
no_churn
| 0.275875 | 0 |
no_churn
| 0.164532 | 0.153728 | 0.035778 | 0.101908 | 0.081734 | 0.100404 | -0.007251 | -0.02986 |
Female
| 21 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,639,200 |
37 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4f2ad001-3ed1-499e-a6ca-c59e880b5ae4
|
no_churn
| 0.00861 | 0 |
no_churn
| -0.053004 | -0.005175 | -0.018858 | -0.035332 | 0.005945 | -0.095277 | -0.027376 | -0.039948 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
64 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81969b0a-d2db-4c3c-9a70-06f901430d67
|
no_churn
| 0.015236 | 0 |
no_churn
| -0.09395 | -0.005101 | -0.054747 | -0.041708 | -0.028224 | 0.033105 | -0.021646 | -0.046755 |
Female
| 66 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,639,200 |
70 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33e44c13-6da2-4b52-876a-3810bb08459d
|
no_churn
| 0.007889 | 0 |
no_churn
| -0.098543 | -0.002921 | -0.012031 | -0.054569 | 0.002218 | 0.050972 | -0.029663 | -0.049488 |
Female
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e46fdc0-defc-41c5-b76f-36b1fbc80a7d
|
no_churn
| 0.32229 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 35 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d287cd6f-df8f-4e38-8655-cc8310a395a7
|
no_churn
| 0.122124 | 0 |
no_churn
| -0.144012 | -0.008872 | 0.033582 | -0.087153 | 0.022608 | 0.055255 | -0.023576 | -0.018803 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
4 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
36899114-1797-49bf-be37-af3a69ab6a16
|
churn
| 0.132841 | 1 |
churn
| 0.176506 | 0.001391 | 0.00543 | 0.016737 | 0.007743 | 0.113006 | -0.03144 | -0.050617 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
34 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1767554b-f42f-4ffa-a9e8-5f787ba01744
|
no_churn
| 0.032878 | 0 |
no_churn
| -0.102314 | -0.005923 | -0.041145 | -0.102844 | 0.020749 | 0.032249 | -0.026364 | -0.043434 |
Female
| 52 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,639,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a36b2af9-1543-4670-9fb8-d98b922131f9
|
no_churn
| 0.00166 | 0 |
no_churn
| -0.083724 | -0.003493 | 0.00578 | -0.008572 | 0.007134 | -0.148799 | -0.016743 | -0.020611 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
51e794af-90cb-43b7-9bda-6d5488b846bf
|
no_churn
| 0.026158 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,639,200 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cfccb7be-c807-4c83-a7fe-2c96f8b8cd86
|
no_churn
| 0.125183 | 0 |
no_churn
| -0.124765 | -0.005043 | -0.066953 | -0.010158 | 0.030379 | 0.038407 | -0.042939 | -0.052239 |
Female
| 36 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6ab40ea1-408b-47db-80d0-96ede11553a9
|
no_churn
| 0.056687 | 0 |
no_churn
| -0.052689 | -0.007144 | -0.030111 | -0.110831 | 0.01802 | 0.04195 | -0.061963 | -0.066259 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,639,200 |
45 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f621daf4-28fe-4ea1-bd2b-c05d86059254
|
no_churn
| 0.006603 | 0 |
no_churn
| -0.141125 | -0.006181 | -0.038316 | -0.045562 | 0.011044 | 0.028936 | -0.038407 | -0.039415 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
17da2d41-ae1a-49fd-929b-8ddd7b7a4308
|
no_churn
| 0.006942 | 0 |
no_churn
| -0.108956 | -0.009208 | -0.050635 | -0.046236 | -0.036444 | 0.035498 | -0.032632 | -0.01708 |
Female
| 64 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,639,200 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bce63cc9-1bba-4ab8-ba71-6f8af1839045
|
no_churn
| 0.114973 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Female
| 32 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
62fc55bc-92e2-4b64-ad76-2f4e4fc2c320
|
no_churn
| 0.162205 | 0 |
no_churn
| 0.0925 | -0.01456 | -0.001608 | -0.104887 | -0.116356 | 0.073357 | -0.032269 | -0.02286 |
Female
| 47 |
Yes
|
No
|
Disabled
|
Suburban
|
College
| 1,672,639,200 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
88c69f72-e1dd-4407-bd31-f21ad777c472
|
no_churn
| 0.001755 | 0 |
no_churn
| -0.077724 | -0.00368 | -0.015199 | -0.014857 | 0.00305 | -0.120785 | -0.016394 | -0.023437 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b54a6c59-dc14-4add-901e-8b0a35742ae0
|
no_churn
| 0.177324 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Female
| 71 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
29 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a372bb0-ddb6-4323-bcd8-ab40284a6f8a
|
churn
| 0.372297 | 1 |
churn
| 0.040861 | 0.027577 | 0.022734 | -0.075752 | 0.040759 | 0.089441 | -0.028367 | -0.034947 |
Female
| 41 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
58 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
aa8ed332-c34a-4629-b92a-9fcd79a40f56
|
no_churn
| 0.027227 | 0 |
no_churn
| -0.026645 | -0.002994 | 0.002603 | -0.006025 | -0.00853 | -0.144646 | -0.010852 | -0.011937 |
Female
| 33 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb124b17-70b0-4d35-a52f-2d816f2c89cb
|
no_churn
| 0.105431 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
11 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
12e9d216-6f54-4e80-b260-72f2794f3da3
|
churn
| 0.371466 | 0 |
no_churn
| -0.035496 | -0.008662 | -0.001942 | -0.082353 | -0.049369 | 0.038803 | -0.056707 | -0.053968 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
62 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8125dbc1-db94-4487-b15e-b9b8d4e9d991
|
no_churn
| 0.00703 | 0 |
no_churn
| -0.13568 | -0.002433 | 0.030108 | 0.025287 | 0.049111 | 0.070343 | -0.019993 | -0.031767 |
Female
| 72 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,639,200 |
47 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
41f9d46f-0310-4a07-94fb-af2aab997136
|
no_churn
| 0.137735 | 0 |
no_churn
| -0.065163 | -0.0058 | 0.009303 | -0.050823 | -0.111127 | 0.038676 | -0.03902 | -0.029072 |
Male
| 45 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
61fc43a9-e89a-40aa-aad1-78b3eb3bfe72
|
no_churn
| 0.001763 | 0 |
no_churn
| -0.104447 | -0.006503 | -0.035518 | -0.030452 | -0.061408 | 0.034655 | -0.016943 | -0.028411 |
Female
| 66 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,639,200 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cec42f8-39a0-446f-b977-308dc1c779d9
|
churn
| 0.403906 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 42 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d4d1ead2-8be3-4500-a046-b7551b40810a
|
no_churn
| 0.016468 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
24 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d549e4d5-2371-4ded-8921-517ab4253a24
|
no_churn
| 0.017643 | 0 |
no_churn
| -0.062532 | -0.006171 | -0.037006 | -0.018958 | 0.008662 | -0.080128 | -0.034814 | -0.038078 |
Female
| 41 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,639,200 |
57 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c2464296-9071-40d8-96e7-c25e3f52d6e4
|
churn
| 0.338067 | 1 |
churn
| -0.116052 | 0.006042 | 0.019067 | -0.115019 | -0.032358 | 0.040132 | -0.033241 | -0.037597 |
Male
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
13 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7312bf50-258e-4189-b987-d11c36736af8
|
churn
| 0.494712 | 1 |
churn
| -0.06557 | 0.08773 | 0.034745 | -0.080569 | -0.052408 | 0.072874 | -0.013258 | -0.032649 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d1fe0cd-558d-4513-904b-363595af7123
|
no_churn
| 0.078413 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
5aeb3b0f-43e5-495c-b5e9-3eafbe72b5f3
|
no_churn
| 0.016089 | 0 |
no_churn
| -0.064159 | -0.006181 | -0.041359 | -0.017765 | 0.002849 | -0.073758 | -0.032963 | -0.035689 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c4b9870-1171-4251-9ee6-cb8d9c60ba42
|
no_churn
| 0.03242 | 0 |
no_churn
| -0.064143 | -0.017124 | -0.098994 | -0.078449 | 0.022424 | 0.037473 | -0.032967 | -0.037246 |
Female
| 47 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,639,200 |
48 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a798958a-1fcc-4ebd-9f4f-23283fb870db
|
churn
| 0.17216 | 1 |
churn
| -0.16229 | 0.003829 | -0.005694 | -0.029065 | 0.03653 | 0.017139 | -0.027612 | -0.041863 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
26 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
1ba74caf-ae2e-4be9-99ea-a0a732384be7
|
no_churn
| 0.049576 | 0 |
no_churn
| -0.10177 | 0.017719 | -0.002103 | -0.024137 | 0.015291 | -0.097646 | -0.031999 | -0.034382 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
11 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b03dafdb-23c4-4345-8142-d045db091557
|
no_churn
| 0.199276 | 0 |
no_churn
| -0.016079 | -0.009127 | -0.02799 | -0.177108 | 0.030057 | 0.052469 | -0.054585 | -0.066664 |
Male
| 69 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
22 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1d7cce8-6daf-4446-81bd-edb81d27f17f
|
no_churn
| 0.028683 | 0 |
no_churn
| -0.083213 | -0.004532 | -0.032046 | -0.074998 | -0.009801 | 0.040666 | -0.046155 | -0.051447 |
Female
| 50 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,672,639,200 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8321d71-34cc-4c8f-8bff-3625caff708b
|
no_churn
| 0.027845 | 0 |
no_churn
| -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 |
Male
| 69 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
61 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
7f783844-9df4-4e08-a503-98ab32cbd631
|
no_churn
| 0.028614 | 0 |
no_churn
| -0.044901 | -0.001941 | 0.007332 | -0.034191 | -0.023664 | -0.065353 | -0.0426 | -0.043708 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
17 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f02a5888-c2f9-4ed7-bf97-2c9630ea96fd
|
no_churn
| 0.156101 | 0 |
no_churn
| 0.151876 | -0.00571 | -0.092533 | -0.028662 | -0.040545 | 0.106603 | -0.037295 | -0.013524 |
Female
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd0c4ce9-b7b9-48a9-abfe-118153a28d8f
|
no_churn
| 0.627014 | 0 |
no_churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
13 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20eee202-44f6-45ad-936c-24c0dc802a75
|
no_churn
| 0.139957 | 0 |
no_churn
| -0.052193 | -0.009928 | -0.022296 | -0.108021 | 0.016948 | 0.047076 | -0.065999 | -0.074613 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
52 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
53589db3-e769-4bdc-a754-0e969cc9e44a
|
no_churn
| 0.072746 | 0 |
no_churn
| -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 |
Male
| 40 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,639,200 |
29 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0a2a69a1-ff22-4902-b62d-c520ff697154
|
churn
| 0.201286 | 1 |
churn
| -0.063107 | 0.028104 | 0.010186 | -0.203325 | 0.027423 | 0.061825 | -0.038807 | -0.051325 |
Female
| 44 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,639,200 |
62 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e655eae2-63ce-4ac4-8969-ed5563a51e0c
|
no_churn
| 0.026658 | 0 |
no_churn
| -0.061901 | -0.001986 | -0.001677 | 0.001275 | -0.020192 | -0.073457 | -0.040628 | -0.05046 |
Male
| 61 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2977160f-442b-4bd6-b6df-6f921e1731f8
|
no_churn
| 0.041274 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Male
| 52 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
51 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1edfd093-eaea-4762-8dde-3c3a9ebda77f
|
no_churn
| 0.02503 | 0 |
no_churn
| -0.094364 | -0.003612 | -0.11265 | -0.013041 | 0.0345 | 0.05045 | -0.037504 | -0.052805 |
Female
| 23 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,639,200 |
43 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35cf9a10-2132-41e8-ac0a-5dccd4fffe05
|
no_churn
| 0.163382 | 0 |
no_churn
| -0.08993 | -0.04802 | -0.017227 | -0.049489 | -0.048435 | 0.043794 | -0.022984 | -0.036735 |
Male
| 20 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5d38489-755a-42b6-a5dc-b1423a486f71
|
no_churn
| 0.004967 | 0 |
no_churn
| -0.111698 | -0.003133 | -0.010886 | -0.053114 | 0.005025 | 0.050701 | -0.02647 | -0.04445 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
43e151d5-8b46-46c0-95b0-b624bb1d095a
|
no_churn
| 0.140757 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,672,639,200 |
8 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
cb931938-f8f9-4be5-8528-f668752b7df0
|
no_churn
| 0.012666 | 0 |
no_churn
| 0.018492 | -0.005406 | -0.009643 | -0.030451 | 0.017852 | -0.188041 | -0.032872 | -0.038958 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
34ebe2db-674d-4c76-81a9-07188251de20
|
no_churn
| 0.422616 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 48 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,639,200 |
55 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
311b9264-8686-4d32-a070-d6e69d804b74
|
no_churn
| 0.083433 | 0 |
no_churn
| -0.001854 | 0.000733 | 0.094572 | 0.057886 | 0.110305 | 0.098856 | -0.022278 | -0.005079 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
85ba2a92-e0fd-44e7-a9d3-c64e03aba93d
|
no_churn
| 0.779949 | 0 |
no_churn
| 0.102924 | -0.003019 | 0.049508 | 0.064618 | 0.095283 | 0.1471 | 0.128889 | 0.127338 |
Female
| 37 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,639,200 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
81ab29e2-3239-4b46-99e5-a9203812532c
|
no_churn
| 0.668602 | 1 |
churn
| 0.079341 | -0.002149 | -0.022573 | 0.009457 | 0.096633 | 0.116261 | 0.135409 | 0.126428 |
Female
| 23 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,639,200 |
72 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
fdce2968-9aa4-41c5-9e12-a4392ee720cd
|
no_churn
| 0.014941 | 0 |
no_churn
| -0.068448 | -0.001485 | 0.016409 | 0.000685 | 0.109919 | 0.109069 | 0.080199 | 0.090363 |
Male
| 24 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c746085f-3ad1-4903-9efa-361b4d89c107
|
churn
| 0.881634 | 1 |
churn
| 0.33268 | -0.004458 | -0.016117 | -0.015244 | 0.06118 | 0.16609 | 0.11792 | 0.088923 |
Male
| 71 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,639,200 |
49 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fd576974-4437-4417-bdc2-8f83fdc21704
|
no_churn
| 0.362002 | 0 |
no_churn
| -0.161497 | -0.00302 | 0.007657 | -0.191601 | 0.050061 | 0.023639 | 0.043624 | 0.055445 |
Male
| 45 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,639,200 |
35 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
76850421-f267-4b28-95bb-49c0bffc4df8
|
no_churn
| 0.446162 | 0 |
no_churn
| -0.043306 | -0.003664 | 0.059658 | 0.034559 | 0.097859 | 0.081248 | 0.051549 | 0.097357 |
Female
| 51 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
62 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
62d6b853-90a5-429d-9ff5-a6b854c4360b
|
churn
| 0.320296 | 1 |
churn
| -0.054615 | -0.001266 | 0.014335 | 0.084165 | 0.130682 | 0.091722 | 0.094772 | 0.101177 |
Female
| 49 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
9 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
823b1a18-5159-48c9-966e-42062dd6c5fa
|
no_churn
| 0.766808 | 1 |
churn
| 0.087087 | -0.001093 | 0.084308 | 0.025177 | 0.088832 | 0.163933 | 0.136369 | 0.13386 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ec66f6c5-1cf9-4e42-999b-7f32e6a8b4f6
|
churn
| 0.307806 | 1 |
churn
| -0.093022 | -0.002633 | 0.01463 | -0.005689 | 0.08733 | 0.071187 | -0.001084 | 0.085255 |
Male
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
1 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
98219027-6d75-490f-b5c0-6619b7567bbe
|
churn
| 0.917107 | 1 |
churn
| 0.290715 | -0.001972 | 0.055719 | -0.044387 | 0.069005 | 0.15692 | 0.094683 | 0.10029 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,639,200 |
45 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0a4190c3-214e-4b2b-b7e1-ca18c51cab1b
|
no_churn
| 0.147322 | 0 |
no_churn
| -0.123714 | -0.002723 | 0.089163 | 0.095383 | 0.073861 | 0.119853 | 0.126587 | 0.102564 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,639,200 |
21 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8d4267b7-f1db-4366-b8c3-1313d773e107
|
churn
| 0.633134 | 1 |
churn
| 0.067639 | -0.003121 | 0.017558 | 0.039617 | 0.084392 | 0.130504 | 0.221305 | 0.124747 |
Female
| 72 |
No
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,672,639,200 |
38 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fdc244f8-a0bc-4e05-8e4a-191fe32548ad
|
churn
| 0.471514 | 1 |
churn
| -0.193367 | -0.006486 | 0.041314 | -0.004618 | 0.020141 | 0.063874 | 0.019068 | 0.011047 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
47 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
31acc874-267f-44a8-bf3e-81968720c73d
|
no_churn
| 0.609518 | 0 |
no_churn
| -0.089142 | -0.00456 | -0.000608 | -0.035837 | 0.057927 | 0.061276 | 0.006554 | 0.085363 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
29 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
afe1d2b9-c670-4cd7-9079-b21cddbe7b29
|
no_churn
| 0.269444 | 0 |
no_churn
| -0.03127 | -0.004849 | 0.051746 | -0.016763 | 0.138511 | 0.065894 | 0.122955 | 0.101631 |
Male
| 79 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,672,639,200 |
21 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
2095b665-ac36-4524-9b2b-c0db5806c094
|
no_churn
| 0.603183 | 0 |
no_churn
| -0.020229 | -0.004043 | 0.033956 | 0.068164 | 0.039204 | 0.057875 | 0.058323 | 0.063411 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,639,200 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
155dad27-3bea-4b74-b092-e7c4c055751b
|
churn
| 0.710238 | 1 |
churn
| 0.019749 | -0.004452 | 0.157674 | 0.01257 | 0.094625 | 0.073811 | 0.059014 | 0.064056 |
Female
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,639,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6ca23e53-3748-4f6c-99a4-2e9a989b4e0c
|
no_churn
| 0.774294 | 0 |
no_churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Male
| 42 |
No
|
No
|
Retired
|
Rural
|
College
| 1,672,639,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
072e0ad3-c57a-41ec-9f21-724ffefee217
|
churn
| 0.567673 | 1 |
churn
| -0.014054 | -0.002721 | 0.135951 | 0.11932 | 0.128005 | 0.089562 | 0.143154 | 0.131756 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
76886880-cd0f-4ae0-8122-ae56d782bb04
|
churn
| 0.468572 | 1 |
churn
| -0.146655 | -0.001744 | 0.012376 | -0.055757 | 0.047241 | 0.031125 | -0.013843 | 0.044446 |
Male
| 76 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,672,639,200 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
0edc408d-2e50-4645-9e0f-061b3e75502a
|
no_churn
| 0.03038 | 0 |
no_churn
| -0.127227 | -0.002234 | 0.016017 | 0.0031 | 0.009493 | -0.123931 | 0.000362 | 0.035396 |
Male
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,639,200 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
bc98faaf-cf05-471f-b228-f9cb78eb3cfe
|
no_churn
| 0.496008 | 0 |
no_churn
| -0.25604 | -0.003106 | -0.027269 | -0.064897 | 0.02065 | 0.036685 | 0.04365 | 0.021301 |
Female
| 72 |
Yes
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,672,639,200 |
50 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
595baa4b-fc3a-4147-81b9-9e9a4275187d
|
no_churn
| 0.234037 | 0 |
no_churn
| -0.009001 | -0.001647 | 0.114027 | 0.027692 | 0.041914 | 0.117734 | 0.058483 | 0.002083 |
Female
| 67 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,672,639,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
5a169607-88e0-47ef-8a77-4db5c3ebfacb
|
no_churn
| 0.585079 | 0 |
no_churn
| 0.021271 | -0.001405 | 0.090477 | 0.087262 | 0.042682 | 0.122975 | 0.084848 | 0.066029 |
Male
| 79 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,639,200 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
53054b9a-1529-438d-a0d7-1673b7d03a33
|
churn
| 0.467599 | 1 |
churn
| 0.128661 | -0.002105 | 0.09974 | 0.056398 | 0.093778 | 0.146736 | 0.077356 | 0.043742 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
58 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
02fbd519-8b5d-40fd-b19e-932c0ef5b968
|
no_churn
| 0.320894 | 1 |
churn
| -0.183452 | -0.005231 | -0.038284 | -0.077844 | 0.010867 | 0.03444 | -0.000255 | 0.031567 |
Female
| 57 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,639,200 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
5c4bce34-ddd6-4011-a61a-2368cf2f1edd
|
no_churn
| 0.175802 | 0 |
no_churn
| -0.101105 | -0.002561 | 0.030988 | 0.019106 | -0.028774 | -0.207161 | -0.018494 | 0.051473 |
Male
| 44 |
Yes
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,639,200 |
68 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1a52758f-c6f3-4d9d-b751-28e26842a5ff
|
churn
| 0.561999 | 1 |
churn
| -0.165663 | -0.001987 | 0.005811 | -0.055364 | 0.044234 | 0.032797 | 0.01763 | 0.078564 |
Female
| 30 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,639,200 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
92ad94b3-d8e7-4e7b-a5a1-e8e40d1f8b06
|
no_churn
| 0.629483 | 0 |
no_churn
| -0.051002 | -0.006403 | -0.131027 | -0.024186 | -0.03663 | 0.058094 | -0.056881 | -0.010992 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,639,200 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
88ac15ee-7689-4e67-866d-92213b14d885
|
churn
| 0.642673 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
64 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
a3062e77-1c25-454e-8459-ebf9cdc4a8ee
|
no_churn
| 0.151535 | 0 |
no_churn
| -0.293315 | -0.005002 | 0.020104 | -0.046437 | 0.021665 | 0.01443 | 0.007503 | 0.012026 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,639,200 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.