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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
8923f849-8316-446f-a3d3-bef231507022
|
no_churn
| 0.294451 | 0 |
no_churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Male
| 41 |
No
|
No
|
Unemployed
|
Urban
|
Master
| 1,673,071,200 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ae57474c-8657-444b-bee6-9a0040fb8197
|
no_churn
| 0.449832 | 0 |
no_churn
| -0.064338 | -0.005513 | -0.085454 | 0.002143 | 0.068659 | 0.062928 | -0.016665 | 0.059213 |
Male
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
52 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38460419-2306-481e-a207-de4cef9b72ed
|
no_churn
| 0.099393 | 0 |
no_churn
| -0.055615 | -0.00274 | -0.071078 | -0.049366 | 0.047246 | 0.057668 | -0.036647 | -0.058495 |
Female
| 80 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,673,071,200 |
53 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
4def1c1b-fa0f-4f6c-9019-60ee46869507
|
no_churn
| 0.147175 | 0 |
no_churn
| -0.093033 | -0.003397 | -0.029563 | -0.018503 | 0.004924 | -0.138031 | 0.003971 | 0.024606 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
53 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
40c55ac2-7dea-4b2d-bd71-4e24f809ded7
|
no_churn
| 0.045522 | 0 |
no_churn
| -0.071674 | -0.003334 | 0.041955 | -0.128975 | 0.040669 | 0.054374 | -0.036944 | -0.055096 |
Male
| 45 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,071,200 |
29 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
68357f39-233f-4bd2-98fe-e87a0fd894d1
|
no_churn
| 0.014356 | 0 |
no_churn
| -0.040543 | -0.005365 | -0.019423 | -0.037387 | 0.017877 | -0.111583 | -0.031763 | -0.040839 |
Female
| 43 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
72 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5e4c6b76-f723-4fd7-8304-3335b2d2d3a5
|
no_churn
| 0.004843 | 0 |
no_churn
| -0.141157 | -0.000835 | -0.005474 | -0.015791 | 0.088603 | 0.067741 | 0.057869 | 0.076018 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
66 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
2515d261-41d4-4d9f-89ad-147db4f95846
|
churn
| 0.488304 | 1 |
churn
| 0.019593 | 0.000468 | 0.098579 | 0.10752 | 0.124128 | 0.10474 | 0.088103 | 0.097843 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
04309f17-11e9-4e47-8ce1-b9c107de63c4
|
no_churn
| 0.029255 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 80 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,673,071,200 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f2eab436-affc-4245-882f-f998df0d3b60
|
no_churn
| 0.029255 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Female
| 48 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97c3c594-52cd-452a-98da-b5a371e59c35
|
no_churn
| 0.035271 | 0 |
no_churn
| -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 |
Female
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
41 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cfd7401-e5de-4f10-b1d6-42d6aad897e0
|
churn
| 0.301176 | 1 |
churn
| 0.114111 | -0.006382 | 0.057952 | 0.182071 | 0.123696 | 0.120677 | 0.007126 | 0.021818 |
Female
| 33 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
12 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb6e7f8f-6275-4877-a231-8d3b08c0007e
|
no_churn
| 0.010412 | 0 |
no_churn
| 0.12934 | -0.000753 | 0.055537 | 0.035837 | -0.041599 | 0.091306 | -0.014709 | -0.017288 |
Male
| 69 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
34 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5c3437a0-993e-4cb4-9324-8e6412cc7666
|
no_churn
| 0.403769 | 0 |
no_churn
| 0.001427 | -0.001635 | -0.011011 | 0.130791 | 0.023286 | 0.044821 | 0.000826 | 0.014201 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5b8c6842-00dc-4edb-87d1-1a398cf37824
|
churn
| 0.029585 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,071,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
297e0426-f39e-44b7-aed6-610a25a6df1c
|
no_churn
| 0.252646 | 0 |
no_churn
| -0.068832 | -0.005482 | 0.00571 | 0.086132 | -0.14438 | 0.049175 | -0.048792 | -0.029556 |
Female
| 37 |
No
|
Yes
|
Retired
|
Suburban
|
College
| 1,673,071,200 |
43 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3245fe33-910b-4022-a3f4-585561a47af2
|
no_churn
| 0.018113 | 0 |
no_churn
| 0.066922 | 0.000748 | 0.04686 | 0.058626 | 0.089202 | 0.058029 | -0.01202 | -0.014325 |
Male
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0f9ca38a-9797-4b41-8b6d-7d617a70ad08
|
churn
| 0.763978 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2cbcac8f-6f12-4b77-8b5e-628a4538e667
|
no_churn
| 0.03905 | 0 |
no_churn
| -0.075705 | 0.083637 | 0.040031 | -0.157083 | 0.032985 | 0.083253 | -0.004224 | -0.001921 |
Female
| 46 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,673,071,200 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ab8afebb-a26f-48d2-9d24-67876fe38eca
|
churn
| 0.786428 | 1 |
churn
| 0.224491 | -0.002961 | 0.063578 | 0.061611 | 0.116247 | 0.149252 | 0.06073 | 0.058027 |
Male
| 44 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
0446c5f2-50df-4ceb-bfad-f24e0fa83c25
|
no_churn
| 0.112682 | 0 |
no_churn
| -0.248281 | -0.002444 | -0.017285 | -0.060226 | 0.015769 | 0.008519 | 0.026811 | 0.01411 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b5666c0-2beb-43f2-8cb4-5837b292a79c
|
no_churn
| 0.368478 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 68 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
850bafe8-8cf6-42cb-9b6b-6f4c631dbf7f
|
no_churn
| 0.092573 | 0 |
no_churn
| -0.27535 | -0.005077 | 0.013043 | -0.043383 | 0.002115 | 0.036341 | 0.00573 | 0.009936 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0abbc133-35bb-4649-8aa8-698b6a9cfd52
|
no_churn
| 0.035271 | 0 |
no_churn
| -0.105218 | -0.014443 | -0.058307 | -0.035389 | -0.036635 | 0.03495 | -0.035247 | -0.018737 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
b4eaf717-319f-4a23-bd5f-67a087d94ff8
|
no_churn
| 0.005143 | 0 |
no_churn
| -0.183022 | -0.010726 | -0.025211 | -0.011968 | -0.075997 | 0.032004 | 0.010591 | 0.036769 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,071,200 |
46 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5103c5b-ebf3-49b9-9648-b7d323e71229
|
no_churn
| 0.012657 | 0 |
no_churn
| -0.03696 | 0.153041 | 0.066262 | 0.125239 | 0.034213 | 0.110516 | 0.003837 | 0.014826 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1d173128-868e-4659-a2fc-fc4f7a10742f
|
no_churn
| 0.216552 | 1 |
churn
| -0.122912 | -0.004853 | 0.091513 | 0.093238 | 0.073497 | 0.057494 | 0.026336 | 0.061329 |
Female
| 52 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
d5627dee-1753-4e9a-aea3-c455749299ee
|
no_churn
| 0.138858 | 0 |
no_churn
| -0.070275 | -0.015869 | 0.024346 | -0.036709 | -0.149644 | 0.046541 | -0.014875 | 0.027459 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f21d5d51-33f4-40c5-bdab-f72d0f6bb543
|
no_churn
| 0.125643 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
9 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
81d130e4-7b7b-470b-a8cb-b94be573c98c
|
no_churn
| 0.04811 | 0 |
no_churn
| 0.008197 | -0.012486 | -0.020049 | -0.068917 | -0.032546 | 0.071056 | -0.045498 | -0.032196 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84ca287f-260b-48d1-a5e8-0a754cdc6b6d
|
no_churn
| 0.305437 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 24 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
44 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a7fad4a8-2f97-4ad1-ab6a-6b93552467a3
|
no_churn
| 0.216552 | 1 |
churn
| -0.122912 | -0.004853 | 0.091513 | 0.093238 | 0.073497 | 0.057494 | 0.026336 | 0.061329 |
Female
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
59 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83110dc0-d70f-4919-8012-da009947b591
|
no_churn
| 0.185893 | 0 |
no_churn
| -0.234705 | -0.004425 | 0.010455 | 0.005393 | -0.026825 | 0.04493 | -0.04196 | -0.02189 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
46 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3293f2ba-33c5-4b67-a398-b1c0ee2ca1b5
|
no_churn
| 0.007743 | 0 |
no_churn
| -0.124765 | -0.005043 | -0.066953 | -0.010158 | 0.030379 | 0.038407 | -0.042939 | -0.052239 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
29 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3b59cd0-71b2-4b3b-85da-aa8db4465b2a
|
no_churn
| 0.014356 | 0 |
no_churn
| -0.091788 | -0.017439 | -0.027365 | -0.115378 | 0.028091 | 0.042683 | -0.031386 | -0.046445 |
Male
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
32 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e24484d5-5c1b-40d8-a12c-6a6a98975e9d
|
no_churn
| 0.105358 | 0 |
no_churn
| -0.147396 | -0.003228 | -0.06723 | -0.021873 | -0.018871 | 0.053282 | 0.01321 | 0.066124 |
Female
| 40 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,071,200 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c67c5d58-84f5-4f7b-afea-a391e859ca91
|
no_churn
| 0.009636 | 0 |
no_churn
| -0.069987 | -0.01732 | 0.055433 | 0.035341 | 0.072128 | 0.092588 | -0.033075 | -0.018467 |
Male
| 41 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91698c18-e1e2-4e56-8d0a-a4a8e1b548da
|
churn
| 0.642184 | 1 |
churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Male
| 66 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,071,200 |
43 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8ddee3bb-b440-45a3-90e8-637f435beb3f
|
no_churn
| 0.035744 | 0 |
no_churn
| -0.061794 | -0.004558 | -0.023559 | -0.069152 | -0.051005 | 0.047833 | -0.032891 | -0.040832 |
Female
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
60 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
65acfb38-90f2-46db-a52b-78899915e633
|
no_churn
| 0.105674 | 0 |
no_churn
| -0.092336 | 0.025302 | 0.045577 | 0.027839 | 0.006101 | 0.100004 | 0.079869 | 0.068617 |
Male
| 26 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f8bba871-bf8c-4f96-a2c3-e109064e7180
|
churn
| 0.265502 | 1 |
churn
| -0.1939 | 0.016194 | -0.002361 | -0.06828 | -0.059573 | 0.045969 | 0.033106 | 0.039819 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd08282f-850d-4897-a182-8ec39de6c719
|
churn
| 0.314494 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 43 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,673,071,200 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
295f2a08-b280-4e19-bffc-6199acaa2ac2
|
churn
| 0.123168 | 1 |
churn
| -0.062355 | -0.004271 | 0.023224 | -0.066416 | -0.061146 | 0.046947 | -0.026864 | -0.057311 |
Female
| 24 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,673,071,200 |
35 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
b75340f2-be11-404b-83d0-cc5558ee5baf
|
no_churn
| 0.168019 | 0 |
no_churn
| -0.228191 | -0.00703 | -0.028749 | -0.058623 | 0.062207 | 0.012937 | 0.033414 | 0.045534 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,071,200 |
22 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f719794b-9beb-49b1-a7c9-c2223cd2a3c0
|
no_churn
| 0.474213 | 0 |
no_churn
| -0.053984 | 0.035757 | 0.014406 | -0.019354 | 0.051108 | 0.078319 | 0.061223 | 0.0735 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
6515fd36-3bd5-4a28-9124-e60d629f2fc3
|
churn
| 0.240288 | 1 |
churn
| -0.033825 | -0.000834 | -0.039429 | -0.079059 | 0.078051 | -0.149821 | 0.059949 | 0.069942 |
Male
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8afd7142-753b-4b04-a37d-5cc12ed855c9
|
churn
| 0.337501 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 80 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
426036b6-5bb6-4a1c-82b1-2718bee92fb8
|
churn
| 0.695896 | 1 |
churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 44 |
No
|
No
|
Medical Leave
|
Suburban
|
Master
| 1,673,071,200 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2de337b4-7d8e-450c-8b4e-21138a4a856e
|
churn
| 0.896745 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4e78ca7-098d-4cde-b356-cdc6b571c87f
|
no_churn
| 0.02179 | 0 |
no_churn
| -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
177d838b-d36e-453c-a0d5-4b1d3fa03f16
|
no_churn
| 0.029585 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Female
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
24 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58d8a73c-bce2-4591-872f-675449c56307
|
no_churn
| 0.012787 | 0 |
no_churn
| -0.103913 | 0.04032 | -0.003272 | -0.171011 | 0.010275 | 0.054515 | -0.041906 | -0.044034 |
Female
| 29 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5543bc46-8749-4275-836c-bbc4bab18d75
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 |
Male
| 27 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,071,200 |
33 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d958431b-1579-45e3-9563-f39c092b9c07
|
no_churn
| 0.612274 | 0 |
no_churn
| -0.147248 | -0.003053 | 0.057071 | -0.042391 | 0.042769 | 0.046715 | -0.020702 | -0.04 |
Male
| 39 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,071,200 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8968141-fb02-41f4-ba83-f370a468eb76
|
no_churn
| 0.018498 | 0 |
no_churn
| -0.083518 | -0.003993 | -0.075163 | -0.042356 | 0.034006 | 0.046639 | -0.033512 | -0.055415 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
38fc13e6-54ae-4303-99b1-9d19bcebd1b1
|
churn
| 0.048093 | 1 |
churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b238c793-719b-4b60-a935-fa5c00463da9
|
churn
| 0.857863 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 42 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d78502d0-7528-4485-8acd-5ab759902ed6
|
churn
| 0.659005 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,071,200 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
88578f00-24ae-4c85-9868-59392a237fee
|
churn
| 0.801339 | 1 |
churn
| 0.196571 | 0.000554 | 0.104573 | -0.030501 | 0.108265 | 0.133146 | 0.08157 | 0.098463 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e590b166-a065-4f8f-8c22-13d1ca3bb08a
|
churn
| 0.923179 | 1 |
churn
| 0.292745 | -0.004714 | 0.065524 | 0.045988 | 0.115858 | 0.132852 | 0.037465 | 0.043112 |
Male
| 61 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0b06061-8e5a-441f-9da5-16f5952d57f3
|
churn
| 0.655117 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a7b2ed0a-3721-4a8e-b15d-dd54ddddc872
|
no_churn
| 0.029255 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 35 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,673,071,200 |
21 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
92361887-95d6-43f8-9a64-48af711b21a4
|
no_churn
| 0.122581 | 0 |
no_churn
| 0.102732 | 0.125144 | 0.057155 | 0.119998 | 0.08525 | 0.117264 | -0.007189 | -0.022713 |
Female
| 57 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eedf5aa2-4156-4301-8c1a-3abecdb6b45c
|
churn
| 0.420931 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e01135c5-2cce-4c9e-aed9-89cfd59c12ea
|
no_churn
| 0.02179 | 0 |
no_churn
| -0.068981 | -0.005908 | -0.006239 | -0.117393 | 0.020685 | 0.036783 | -0.045614 | -0.042359 |
Male
| 43 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
d96ac28a-eb2c-46a8-8993-f06f75369ba3
|
no_churn
| 0.011479 | 0 |
no_churn
| -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a1f07053-162b-4786-a01b-c5df35654c0a
|
no_churn
| 0.029585 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,673,071,200 |
68 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9026be3b-8521-4b12-b788-2862b9a75316
|
no_churn
| 0.093351 | 0 |
no_churn
| -0.190751 | -0.003848 | -0.039776 | -0.055089 | 0.002143 | 0.04589 | -0.011324 | 0.045062 |
Male
| 67 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,071,200 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c747948b-83d1-4d0f-9b9d-8d2120cd5052
|
churn
| 0.923179 | 1 |
churn
| 0.292745 | -0.004714 | 0.065524 | 0.045988 | 0.115858 | 0.132852 | 0.037465 | 0.043112 |
Female
| 74 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
99fb40e2-ff7b-4e4a-9330-c5ccd7cb27c7
|
no_churn
| 0.098278 | 0 |
no_churn
| 0.071089 | -0.003229 | 0.099909 | 0.111264 | 0.069614 | -0.147477 | 0.005101 | 0.0078 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
63 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
89e0fe94-502c-44f2-b760-f245457e31be
|
no_churn
| 0.169049 | 0 |
no_churn
| -0.273594 | -0.003262 | -0.025098 | -0.020747 | 0.021692 | 0.037218 | 0.003357 | -0.008594 |
Female
| 56 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3a9a7f6c-d882-4d4f-923b-596aff1fbfa0
|
no_churn
| 0.521615 | 0 |
no_churn
| -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
69 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
25c8c314-0ce5-4934-9e9b-5fb45fa05e57
|
churn
| 0.114766 | 0 |
no_churn
| -0.110404 | -0.012948 | -0.017084 | -0.015479 | -0.071118 | -0.070297 | 0.009218 | 0.022419 |
Male
| 79 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
310cd135-614b-406b-a148-22f3ad782897
|
no_churn
| 0.004834 | 0 |
no_churn
| -0.063452 | -0.00341 | 0.009992 | -0.019203 | 0.00886 | -0.166229 | -0.017367 | -0.018219 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f61da82-9ee4-4611-a58f-d77b8cdc5332
|
churn
| 0.655117 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Male
| 71 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,071,200 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b78889ec-0db9-4a6e-ac9a-ddbb2ef9d3fc
|
no_churn
| 0.027736 | 0 |
no_churn
| -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 |
Female
| 28 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
63 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec89ac36-576c-4b7b-9ea8-b02aa16cd353
|
no_churn
| 0.004834 | 0 |
no_churn
| -0.090869 | -0.002439 | 0.047397 | -0.013266 | 0.061205 | 0.079151 | -0.016168 | -0.02592 |
Female
| 24 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
69 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
8543b0a8-0850-473d-ae7d-851413f4585d
|
no_churn
| 0.075323 | 0 |
no_churn
| -0.116089 | 0.000772 | 0.005765 | -0.028285 | 0.066811 | 0.076267 | 0.077177 | 0.108555 |
Male
| 61 |
No
|
Yes
|
Retired
|
Rural
|
College
| 1,673,071,200 |
31 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0415b2c4-2b84-44f9-ab3b-bcc1c2783641
|
no_churn
| 0.180859 | 0 |
no_churn
| -0.029674 | -0.00694 | -0.060919 | -0.041459 | 0.01495 | 0.059854 | -0.056678 | -0.068159 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
47 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7afed274-92f1-4694-a63c-7abf11a198ae
|
no_churn
| 0.038914 | 0 |
no_churn
| -0.000102 | 0.000889 | 0.075949 | -0.013475 | 0.094574 | 0.102064 | -0.022622 | -0.006437 |
Female
| 20 |
No
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60d3bd33-1107-4f48-93e4-a475f6578168
|
no_churn
| 0.008215 | 0 |
no_churn
| -0.068576 | -0.00346 | -0.09088 | -0.001634 | -0.003346 | 0.051529 | -0.010401 | -0.032259 |
Female
| 25 |
No
|
Yes
|
Disabled
|
Rural
|
Master
| 1,673,071,200 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
9f4d743a-ae80-4fdf-b965-77f301a32533
|
no_churn
| 0.280318 | 0 |
no_churn
| -0.19987 | -0.005053 | 0.040603 | -0.003833 | 0.040023 | 0.047758 | -0.053528 | 0.068554 |
Female
| 43 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
57 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
95c8e44b-f8e7-4b59-bc4d-ff0577caf28c
|
no_churn
| 0.248556 | 0 |
no_churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Female
| 63 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
32 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5bc6c605-d836-4e23-868f-2982d8964ffd
|
no_churn
| 0.03905 | 0 |
no_churn
| -0.075705 | 0.083637 | 0.040031 | -0.157083 | 0.032985 | 0.083253 | -0.004224 | -0.001921 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,673,071,200 |
37 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
415e62f3-6a3e-4b2d-a8de-f09d3742a4bd
|
churn
| 0.126323 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Female
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,071,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f8a698ac-7f66-4d79-af25-838715839188
|
no_churn
| 0.002378 | 0 |
no_churn
| -0.130325 | -0.002316 | 0.030519 | 0.024619 | 0.053355 | 0.076573 | -0.025408 | -0.047043 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
23 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
a5fb2ed2-4f8b-4f9c-8577-06dd444c9972
|
churn
| 0.138858 | 0 |
no_churn
| -0.070275 | -0.015869 | 0.024346 | -0.036709 | -0.149644 | 0.046541 | -0.014875 | 0.027459 |
Female
| 79 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,071,200 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d5786b53-d413-41f4-820d-8949c40ca140
|
churn
| 0.642184 | 1 |
churn
| 0.045115 | -0.004309 | 0.01049 | 0.152923 | 0.010003 | 0.129236 | -0.046359 | -0.044426 |
Female
| 41 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,071,200 |
17 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7c4890f7-f3f6-49cc-a844-c6486aac0251
|
no_churn
| 0.262445 | 0 |
no_churn
| 0.172153 | -0.002771 | -0.005461 | 0.121508 | 0.044121 | 0.13803 | -0.00417 | 0.015218 |
Male
| 28 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,673,071,200 |
9 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d73b0510-3fd6-4978-8068-868365af8c74
|
no_churn
| 0.521615 | 0 |
no_churn
| -0.01129 | -0.004443 | -0.038354 | 0.01984 | -0.173633 | 0.053916 | -0.03688 | -0.051682 |
Male
| 46 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,071,200 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c57a2f54-e0d1-4d0a-9d24-02614f35a2af
|
churn
| 0.055278 | 0 |
no_churn
| -0.055045 | -0.001668 | 0.111147 | 0.060476 | 0.079377 | 0.108836 | 0.147857 | 0.121255 |
Male
| 55 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,071,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
630a34a9-411b-41bb-b6ba-9d9be606b726
|
no_churn
| 0.070454 | 0 |
no_churn
| 0.0551 | -0.007282 | -0.024325 | -0.049102 | -0.027448 | -0.131767 | -0.038825 | -0.045378 |
Male
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
57 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
acc97e89-21c4-4a94-b0d2-5afbd2afbf9e
|
no_churn
| 0.091372 | 0 |
no_churn
| -0.144558 | -0.00879 | -0.001734 | -0.075731 | -0.092752 | 0.038062 | 0.008975 | 0.007501 |
Male
| 26 |
No
|
No
|
Disabled
|
Suburban
|
Master
| 1,673,071,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
83cf8ae7-66a6-4562-aa30-ed2101ae6f55
|
churn
| 0.611467 | 1 |
churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 48 |
Yes
|
Yes
|
Retired
|
Urban
|
College
| 1,673,071,200 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
525a3fae-09c5-42d6-899c-70361b502856
|
no_churn
| 0.025066 | 0 |
no_churn
| 0.016369 | -0.004948 | -0.021565 | -0.080375 | 0.022325 | -0.125872 | -0.024683 | -0.030279 |
Female
| 54 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,071,200 |
32 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd56ba26-040b-4e78-b469-072d21095adf
|
no_churn
| 0.226309 | 0 |
no_churn
| -0.009694 | -0.014941 | 0.001785 | -0.047764 | 0.001966 | 0.052346 | -0.040169 | -0.009222 |
Male
| 71 |
No
|
Yes
|
Disabled
|
Rural
|
Bachelor
| 1,673,071,200 |
71 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5e7969ca-9e64-4ab3-82ce-7b5b95be771b
|
no_churn
| 0.011479 | 0 |
no_churn
| -0.113033 | 0.06314 | 0.045991 | 0.034632 | -0.037898 | 0.102157 | 0.119368 | 0.056617 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,673,071,200 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e7ea974-ddbd-4463-829e-aba961612d5a
|
churn
| 0.664921 | 1 |
churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Female
| 45 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,673,071,200 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
8da280fb-903f-4b4d-9ee6-e35de12f1bd7
|
churn
| 0.83243 | 1 |
churn
| 0.088331 | -0.010154 | -0.049035 | -0.096988 | -0.039291 | 0.069111 | 0.027966 | 0.017701 |
Female
| 64 |
No
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,673,071,200 |
26 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f5ae1ef9-a882-4e70-b4b4-4e7754c095b1
|
no_churn
| 0.174951 | 0 |
no_churn
| 0.02669 | -0.000756 | -0.004318 | 0.106574 | 0.148458 | 0.094296 | 0.080768 | 0.129261 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,071,200 |
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