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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
23faa2a7-6a60-46ef-b4f4-5b79fb94f8ae
|
no_churn
| 0.567205 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 53 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f74a5a75-27c0-4f09-9f30-25934389fb07
|
no_churn
| 0.020105 | 0 |
no_churn
| -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 |
Male
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
268b6dbd-8375-4b35-8b65-8f62b761c2e6
|
no_churn
| 0.062054 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
47 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
7ed98168-e6d5-4299-9235-ea8e55376737
|
no_churn
| 0.262907 | 0 |
no_churn
| 0.064406 | -0.002308 | -0.02648 | 0.055905 | 0.114929 | 0.103113 | 0.034525 | 0.056884 |
Male
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
37e48557-79ee-4ecb-a5db-22dd97781409
|
no_churn
| 0.010001 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Female
| 66 |
No
|
No
|
Retired
|
Suburban
|
Bachelor
| 1,672,812,000 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e0570268-f659-498e-b7bf-3d9dce66e252
|
churn
| 0.838096 | 1 |
churn
| 0.215139 | -0.000397 | 0.026752 | 0.049706 | 0.12437 | 0.117223 | 0.043634 | 0.054548 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
12 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c75aeb1-8ff5-42e1-9286-a892c0aaccb9
|
no_churn
| 0.106267 | 0 |
no_churn
| -0.018661 | -0.007474 | -0.11331 | -0.06385 | -0.014262 | 0.054742 | -0.04073 | -0.057148 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
33 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
e37ffca0-7a11-43f0-95fa-070c64e7419f
|
no_churn
| 0.145129 | 0 |
no_churn
| -0.074612 | -0.000737 | -0.002392 | 0.013541 | -0.024975 | 0.087412 | 0.113456 | 0.06647 |
Female
| 32 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
16 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd47d34a-606c-4bdb-aa0a-8761b72cc4b5
|
churn
| 0.150573 | 1 |
churn
| 0.077264 | -0.004395 | -0.109635 | -0.01722 | -0.032204 | 0.093461 | -0.037504 | -0.02037 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
17 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8eb72ce3-18eb-472c-be46-1ebf5b251282
|
no_churn
| 0.085667 | 0 |
no_churn
| 0.065966 | -0.00429 | -0.140329 | 0.003595 | -0.152987 | 0.050343 | -0.018583 | -0.015423 |
Female
| 49 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,812,000 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f8b71f58-aeaf-4e46-99af-e30c00fbf997
|
no_churn
| 0.039599 | 0 |
no_churn
| -0.0037 | -0.011192 | 0.098224 | 0.006736 | 0.101994 | 0.103589 | -0.020049 | -0.047704 |
Female
| 24 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
25 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ab65ee16-4189-4727-b069-2ee38cc67fce
|
no_churn
| 0.302349 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 31 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
49 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
a5917adb-9294-4f7d-8b90-6f4b6ad8c3a2
|
no_churn
| 0.108187 | 0 |
no_churn
| -0.126416 | -0.003751 | -0.005496 | -0.019594 | -0.021343 | 0.043328 | 0.095383 | 0.053029 |
Female
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
56 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
d62e0fcd-14e7-4268-a088-472d14b1ba99
|
no_churn
| 0.157312 | 0 |
no_churn
| -0.041535 | -0.00259 | 0.042738 | 0.027817 | 0.083362 | 0.076294 | 0.066104 | -0.011216 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
224126ca-54a8-45d7-98ce-bdd9f4548eeb
|
churn
| 0.293695 | 1 |
churn
| -0.08601 | -0.013627 | -0.019991 | -0.090398 | 0.02079 | 0.066565 | -0.068188 | -0.078168 |
Female
| 53 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,812,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
53554bfe-2773-4d16-b20e-89198abb8215
|
churn
| 0.461833 | 1 |
churn
| -0.087247 | -0.003948 | 0.004125 | -0.0185 | 0.032932 | 0.039681 | 0.032205 | 0.074845 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
20 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c0f599de-d249-415b-92bf-109c57140d97
|
no_churn
| 0.409664 | 0 |
no_churn
| -0.098279 | -0.00645 | -0.041978 | 0.010246 | -0.111936 | 0.034929 | -0.022411 | -0.033146 |
Male
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7666586-1807-4803-b246-0946fc246a65
|
no_churn
| 0.694117 | 0 |
no_churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
41 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
c53553ba-69d9-453f-a8a1-7503551c498d
|
churn
| 0.345711 | 0 |
no_churn
| -0.006412 | 0.052402 | 0.026293 | -0.013632 | 0.004821 | 0.094622 | 0.051189 | 0.051692 |
Female
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9c4b34c0-d7ef-4624-8abe-ca2dd713bfcc
|
no_churn
| 0.673629 | 0 |
no_churn
| -0.030138 | -0.000354 | 0.051769 | 0.100203 | 0.125878 | 0.120076 | 0.175137 | 0.068403 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f15d109c-c605-4660-9311-63c85667edb4
|
no_churn
| 0.252719 | 0 |
no_churn
| 0.025901 | -0.003413 | -0.043977 | 0.06131 | -0.000967 | 0.101233 | -0.027175 | -0.009027 |
Male
| 21 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
50 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
bb811120-2ae3-4f37-a94a-5ff8155db2a6
|
churn
| 0.014597 | 0 |
no_churn
| -0.081531 | -0.001717 | -0.014513 | -0.05618 | 0.031523 | -0.193689 | 0.023296 | 0.053785 |
Female
| 49 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
1ee9c1d9-4740-4787-b1e8-053621a8eaa2
|
no_churn
| 0.006746 | 0 |
no_churn
| -0.096208 | -0.003764 | -0.001178 | -0.03211 | -0.04937 | -0.127425 | 0.017434 | 0.023595 |
Female
| 45 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
24ff6ed1-5677-4373-b692-b598491dcee9
|
no_churn
| 0.164168 | 0 |
no_churn
| -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 |
Male
| 27 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,812,000 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fac220bd-acfd-4510-88c9-dfc49ecee2c3
|
no_churn
| 0.007641 | 0 |
no_churn
| -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 |
Female
| 33 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
15ed0b1a-293c-40fc-8f44-7e4ea0bfc205
|
no_churn
| 0.070803 | 0 |
no_churn
| -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 |
Male
| 54 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
80d8442d-5173-4769-b1bc-206559ddd672
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 41 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,812,000 |
31 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
f6f0c260-ed9e-48c2-bbeb-4215f4a04529
|
churn
| 0.139537 | 0 |
no_churn
| 0.098414 | 0.115453 | 0.067358 | 0.096303 | 0.016933 | 0.138183 | 0.041787 | 0.026542 |
Male
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
55 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
33901d8d-abd1-45c3-92c7-6a0ab11586ab
|
churn
| 0.43353 | 1 |
churn
| -0.152118 | -0.003715 | 0.05945 | 0.024264 | 0.057761 | 0.071524 | -0.030128 | -0.045579 |
Female
| 35 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,672,812,000 |
39 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
d4c22aff-c34c-4b44-9bf8-1817f6c2eae4
|
churn
| 0.1183 | 1 |
churn
| 0.084323 | -0.003523 | 0.030909 | 0.123943 | -0.022974 | -0.232017 | 0.005124 | 0.00519 |
Female
| 56 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
de24a740-cc89-47e2-9215-c21f3a4eb3b8
|
no_churn
| 0.260749 | 0 |
no_churn
| -0.031389 | -0.003855 | 0.023867 | -0.068328 | -0.031407 | -0.200472 | 0.052375 | 0.040183 |
Female
| 59 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,812,000 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bde48bc5-2922-41d9-9974-2a6f7efb660e
|
no_churn
| 0.252315 | 0 |
no_churn
| -0.058537 | -0.005389 | -0.018694 | -0.061305 | -0.047326 | 0.047343 | -0.050514 | -0.054605 |
Male
| 43 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e713b33-2bce-4f68-9ecd-9f2f76e990a1
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 36 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,812,000 |
67 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3fc7989d-7cd5-4ae9-b841-bc4b951f68ab
|
no_churn
| 0.009915 | 0 |
no_churn
| -0.045388 | -0.003316 | -0.090955 | -0.008456 | -0.012934 | 0.048519 | -0.013364 | -0.033133 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
65 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
0090b6e6-cafe-4b8a-aaa3-9f9a590177ed
|
no_churn
| 0.004709 | 0 |
no_churn
| -0.056553 | -0.002906 | -0.016187 | -0.015503 | 0.001747 | -0.124478 | -0.02171 | -0.033437 |
Female
| 44 |
Yes
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04079ec0-2b72-4b43-8902-ab465652d093
|
no_churn
| 0.157604 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 54 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,812,000 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
bc7b820b-c62f-4924-b067-1868e6937218
|
no_churn
| 0.065126 | 0 |
no_churn
| 0.079475 | -0.004399 | -0.015199 | -0.047597 | -0.030266 | -0.114717 | -0.029501 | -0.047466 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0fbfd445-52c9-430a-a2f4-952380c1d5e4
|
no_churn
| 0.470082 | 0 |
no_churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3d0001e-e11c-41f4-880c-cf28d557ec02
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 27 |
Yes
|
No
|
Retired
|
Urban
|
High School or Below
| 1,672,812,000 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1f5d6a9-147a-430f-a693-772bafc4b410
|
no_churn
| 0.017742 | 0 |
no_churn
| -0.180818 | -0.004272 | 0.009833 | 0.051395 | -0.021859 | 0.043661 | -0.002237 | -0.024729 |
Female
| 30 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
34 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
04426891-35d4-47af-9d70-9e20791c288b
|
churn
| 0.648616 | 1 |
churn
| -0.022733 | -0.000725 | 0.125609 | 0.08512 | 0.098304 | 0.128578 | 0.113701 | 0.110729 |
Female
| 36 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c94092dd-8468-4885-ae82-e6acd1e572fd
|
churn
| 0.330741 | 1 |
churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Female
| 32 |
No
|
Yes
|
Disabled
|
Rural
|
Bachelor
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
877927a0-ea09-400b-91e2-07d7e1032cfb
|
no_churn
| 0.020105 | 0 |
no_churn
| -0.123168 | -0.000732 | 0.005711 | 0.022896 | -0.092724 | 0.033192 | 0.083885 | 0.065247 |
Female
| 47 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
63 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
e8657be6-7582-4c83-8725-0eb840bf13b2
|
no_churn
| 0.047431 | 0 |
no_churn
| -0.106589 | -0.006017 | -0.073203 | -0.00039 | -0.085563 | 0.028508 | -0.004735 | -0.011036 |
Male
| 23 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,672,812,000 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d08acc44-fb34-4a7a-bfaa-aa9af82cecec
|
no_churn
| 0.027361 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
706dc998-ee4c-453c-bdee-9166da4177dc
|
no_churn
| 0.039599 | 0 |
no_churn
| -0.0037 | -0.011192 | 0.098224 | 0.006736 | 0.101994 | 0.103589 | -0.020049 | -0.047704 |
Male
| 38 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57e7ef19-7513-40ad-83fe-328c0d1d6775
|
churn
| 0.445259 | 1 |
churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b207187a-8161-4e10-81ee-78fab8f9edd9
|
no_churn
| 0.007641 | 0 |
no_churn
| -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
960fca24-3d89-40da-9c0a-6a5cc5b954c9
|
no_churn
| 0.002677 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Male
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4862a40e-7ea5-47a2-9a4d-bb70940276ce
|
no_churn
| 0.190569 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Male
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d4aa362d-5b9f-4039-b323-6ce7a717bff5
|
no_churn
| 0.539199 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 60 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57a5cd74-cdf5-4481-8b1e-5c7c40aaa995
|
churn
| 0.896318 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
263a151a-6177-40b9-8125-1f20050ab8d9
|
no_churn
| 0.305437 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 56 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,812,000 |
59 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
bf52d335-8003-4f30-ab82-3e5fd835a670
|
no_churn
| 0.299943 | 0 |
no_churn
| -0.002213 | 0.13135 | 0.077669 | 0.036122 | -0.006133 | 0.137391 | 0.203782 | 0.073006 |
Female
| 72 |
Yes
|
Yes
|
Disabled
|
Rural
|
College
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d81db9cf-9c3a-4b9e-aad3-91bf88f7b9d1
|
no_churn
| 0.077379 | 0 |
no_churn
| -0.039357 | -0.000145 | -0.026636 | 0.003173 | 0.078314 | 0.103968 | 0.163672 | 0.077983 |
Male
| 75 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,812,000 |
30 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b631930c-5c04-4139-bf9e-74aff57c521f
|
no_churn
| 0.013179 | 0 |
no_churn
| 0.138579 | -0.004893 | 0.038664 | 0.093284 | 0.066222 | 0.110773 | -0.027473 | -0.034183 |
Female
| 69 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,812,000 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6374bd0a-bd0a-40a9-ac25-d60ee915147a
|
no_churn
| 0.004813 | 0 |
no_churn
| -0.092212 | -0.005816 | 0.009917 | -0.012114 | -0.132586 | 0.035204 | -0.021755 | -0.016331 |
Female
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
16 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2ca23a82-d129-47db-af12-77e8d4e0baa2
|
no_churn
| 0.169255 | 0 |
no_churn
| 0.092904 | -0.005647 | 0.104162 | -0.017745 | 0.14251 | 0.091335 | -0.010738 | 0.016742 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
14 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e7b9ef0c-801f-4e3c-9a8c-3814fee6fd47
|
churn
| 0.788658 | 1 |
churn
| 0.152878 | -0.005249 | 0.041748 | 0.012518 | 0.128538 | 0.126615 | 0.125099 | 0.128828 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
54 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3ab281d7-de70-42cf-8fe1-7d6ee8726d05
|
no_churn
| 0.026674 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Female
| 43 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
39 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b1931dc4-060d-4cfe-a7d7-ff4a844a02f6
|
churn
| 0.1183 | 1 |
churn
| 0.17298 | -0.00745 | 0.045067 | 0.23222 | 0.073666 | 0.104793 | 0.033149 | 0.038347 |
Male
| 29 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
7ac83573-eb96-4b41-bf74-01b0b57dc5f8
|
no_churn
| 0.020105 | 0 |
no_churn
| -0.051201 | -0.002533 | 0.015687 | -0.052403 | -0.036235 | -0.191068 | 0.027083 | 0.021645 |
Male
| 59 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,812,000 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2e54584c-9262-4cd0-8eea-a48f3809c309
|
no_churn
| 0.658379 | 0 |
no_churn
| 0.180155 | 0.001727 | -0.038743 | 0.047535 | 0.083854 | 0.139718 | 0.133195 | 0.113532 |
Female
| 35 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,812,000 |
70 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
988994e9-4ab4-41c0-85c8-a2fbcebc2ad9
|
no_churn
| 0.021461 | 0 |
no_churn
| -0.066523 | -0.003191 | 0.008401 | -0.011175 | -0.004524 | -0.148784 | -0.019173 | -0.024056 |
Female
| 40 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
45b9041f-66a5-4bb7-9207-600108e1acab
|
no_churn
| 0.658379 | 0 |
no_churn
| 0.180155 | 0.001727 | -0.038743 | 0.047535 | 0.083854 | 0.139718 | 0.133195 | 0.113532 |
Male
| 66 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
33 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
7e54c16d-e4dd-4d31-bc7c-727eb9df2e7a
|
no_churn
| 0.016697 | 0 |
no_churn
| -0.156313 | -0.054364 | -0.048224 | -0.034982 | -0.047274 | 0.059372 | 0.012259 | 0.0305 |
Female
| 54 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c9e9a8e-6f97-4920-b140-bec830ac708b
|
no_churn
| 0.156101 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Male
| 62 |
No
|
No
|
Retired
|
Urban
|
College
| 1,672,812,000 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1851f726-86ca-48f8-8857-2ccc8e133511
|
no_churn
| 0.414729 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Male
| 71 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
28 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e210835a-451e-4f62-963d-27ef42a75541
|
no_churn
| 0.155388 | 0 |
no_churn
| -0.108946 | 0.09442 | 0.027527 | -0.01739 | 0.002534 | 0.081461 | -0.027974 | -0.030659 |
Female
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e27c4c5d-f184-47d6-a4b1-5d011773c661
|
churn
| 0.005051 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
11 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3db1cfb-1788-4a89-874f-4cd97449da4d
|
no_churn
| 0.166051 | 0 |
no_churn
| 0.017865 | -0.007259 | -0.118955 | -0.142226 | 0.027698 | 0.059348 | -0.04688 | -0.058617 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0ac62daa-e726-4035-952f-264069422750
|
churn
| 0.609434 | 1 |
churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Male
| 63 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf263d40-822f-411a-b640-908d7330b219
|
no_churn
| 0.070803 | 0 |
no_churn
| -0.108181 | -0.017249 | -0.078536 | -0.085977 | 0.020856 | 0.040652 | -0.017733 | -0.022857 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8f2c8b2f-7717-435a-bb75-5d1eb21fde73
|
churn
| 0.461833 | 1 |
churn
| -0.087247 | -0.003948 | 0.004125 | -0.0185 | 0.032932 | 0.039681 | 0.032205 | 0.074845 |
Female
| 72 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,812,000 |
66 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e02353c4-d4fd-4b57-b667-ca03d934f601
|
no_churn
| 0.006199 | 0 |
no_churn
| -0.027291 | -0.003269 | 0.010683 | -0.050851 | -0.000538 | -0.139756 | -0.026044 | -0.02696 |
Female
| 42 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3cadb53c-d780-4459-8946-354551885c5b
|
no_churn
| 0.414729 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
32d07a89-b7b5-4c23-9048-31cba043514a
|
churn
| 0.461833 | 1 |
churn
| -0.087247 | -0.003948 | 0.004125 | -0.0185 | 0.032932 | 0.039681 | 0.032205 | 0.074845 |
Female
| 59 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
c5f015cc-32b4-4c79-81b1-d2158cffd159
|
no_churn
| 0.260749 | 0 |
no_churn
| 0.019883 | -0.003397 | 0.091606 | 0.049375 | 0.125572 | 0.113616 | 0.202662 | 0.087656 |
Male
| 34 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
181d85b7-25ef-4855-86d2-2fe4b8004010
|
no_churn
| 0.673629 | 0 |
no_churn
| -0.030138 | -0.000354 | 0.051769 | 0.100203 | 0.125878 | 0.120076 | 0.175137 | 0.068403 |
Male
| 62 |
No
|
No
|
Unemployed
|
Rural
|
Master
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83c2ba0a-60a5-4f74-a3d6-929360e9c5e8
|
churn
| 0.417223 | 1 |
churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Male
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
42 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d9ca61b-ca00-48bb-92c7-d5220b671356
|
churn
| 0.57052 | 1 |
churn
| 0.002064 | -0.002232 | -0.062988 | 0.103895 | 0.025581 | 0.110937 | -0.035344 | -0.015785 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
17 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
23267252-09e9-476b-a6e9-d80bd356f541
|
churn
| 0.4226 | 1 |
churn
| 0.11486 | -0.004278 | -0.029078 | 0.008447 | 0.114535 | 0.106728 | 0.13377 | 0.097101 |
Female
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
121ced8f-be05-4a60-99f0-52355f7de385
|
no_churn
| 0.014511 | 0 |
no_churn
| -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 |
Male
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dbaedcc4-d3c2-480b-8c91-8b728c60bcd9
|
no_churn
| 0.569588 | 0 |
no_churn
| -0.064265 | -0.002039 | 0.004311 | 0.113956 | 0.064175 | 0.082727 | 0.001506 | 0.005234 |
Female
| 36 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
23 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be9b9457-4881-4859-bbea-d683e42a6d24
|
no_churn
| 0.057605 | 0 |
no_churn
| -0.112887 | -0.011288 | -0.053337 | -0.032245 | -0.001433 | 0.038162 | -0.039693 | -0.056306 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
9 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df4b0742-792b-48a0-b928-437aeeaf672b
|
churn
| 0.293695 | 1 |
churn
| -0.08601 | -0.013627 | -0.019991 | -0.090398 | 0.02079 | 0.066565 | -0.068188 | -0.078168 |
Female
| 50 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,812,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7d2c87f1-c51d-43ce-9078-7536cb8a6e02
|
churn
| 0.86825 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4eb5f6fe-1004-4a36-812c-53e8c260e300
|
no_churn
| 0.084874 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Male
| 66 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,812,000 |
43 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dceccfe9-2d6e-4b5a-a544-91d3eb520d1f
|
no_churn
| 0.11048 | 0 |
no_churn
| -0.100797 | 0.014414 | -0.001462 | -0.041615 | -0.031529 | 0.05409 | -0.044521 | -0.056605 |
Male
| 76 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f266095-8ae7-49ec-95c2-93506258a7b4
|
no_churn
| 0.084874 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Male
| 48 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,812,000 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0304a30b-4522-4283-83f0-e81e0a8f4348
|
no_churn
| 0.382455 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 21 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,812,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
b6212506-720a-453d-8f69-9583b4a4c596
|
no_churn
| 0.002677 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f4d18b4-da61-4bfa-b442-d8ca52ada6f7
|
no_churn
| 0.361769 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 40 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,812,000 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
013210e4-81f7-430a-8cbf-ba3a20ae8876
|
churn
| 0.330741 | 1 |
churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Female
| 20 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,812,000 |
33 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
d1b7ab87-1b3d-4e5b-b270-272b1e26777f
|
no_churn
| 0.145129 | 0 |
no_churn
| -0.074612 | -0.000737 | -0.002392 | 0.013541 | -0.024975 | 0.087412 | 0.113456 | 0.06647 |
Female
| 47 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,812,000 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d843dc1b-a035-4d37-b25e-b9e69634c6b0
|
no_churn
| 0.019951 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Female
| 67 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,812,000 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cf829110-8c75-4410-aed5-4ae6a7c3899d
|
no_churn
| 0.260749 | 0 |
no_churn
| 0.019883 | -0.003397 | 0.091606 | 0.049375 | 0.125572 | 0.113616 | 0.202662 | 0.087656 |
Female
| 35 |
No
|
Yes
|
Disabled
|
Rural
|
High School or Below
| 1,672,812,000 |
1 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ae6022a1-51b4-4c37-bdad-2df6a3f4c8b8
|
no_churn
| 0.610551 | 0 |
no_churn
| 0.259567 | -0.006477 | 0.002146 | -0.043283 | -0.040921 | 0.122598 | -0.036798 | -0.036824 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,812,000 |
13 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
294f7be0-640f-4656-a2d8-0f1e0e923eae
|
churn
| 0.442008 | 1 |
churn
| 0.000586 | 0.011049 | -0.054036 | -0.062153 | 0.017322 | 0.104019 | -0.008185 | 0.075206 |
Male
| 77 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,812,000 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5303789b-299d-43b5-a27b-005a6510d87f
|
no_churn
| 0.004813 | 0 |
no_churn
| -0.064851 | -0.003418 | 0.002731 | -0.017839 | -0.045941 | -0.11246 | -0.013625 | -0.013623 |
Female
| 34 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,812,000 |
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