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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4a822f7e-13e0-49f2-8c54-2fbc7d5ef3c4
|
no_churn
| 0.110912 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
18e1fdaf-7d9c-4496-8ed7-324b2a4a7408
|
no_churn
| 0.141079 | 0 |
no_churn
| -0.080215 | -0.006051 | -0.038257 | -0.00913 | 0.040705 | -0.056141 | 0.003089 | 0.049473 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
29 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
70ae0c0a-69f8-4426-9613-e71b42526a69
|
no_churn
| 0.387271 | 0 |
no_churn
| -0.115858 | 0.033879 | 0.011948 | -0.037262 | 0.0646 | 0.073551 | -0.045715 | -0.011668 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
4efc78b9-bb39-4315-b7f5-e8ad49fb4a05
|
churn
| 0.538539 | 1 |
churn
| -0.063067 | -0.003794 | 0.095198 | 0.079637 | 0.079323 | 0.093877 | -0.006878 | 0.018361 |
Female
| 26 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25f8580c-5dff-4397-9d71-79e3dc7c12ef
|
no_churn
| 0.345946 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
872c3ca1-678e-467c-bff1-e89fa704ca3c
|
no_churn
| 0.314248 | 0 |
no_churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 27 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,380,000 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e5cbeba3-a3cc-4241-bdf8-44d561002198
|
no_churn
| 0.100704 | 0 |
no_churn
| 0.017214 | -0.004631 | -0.005258 | -0.045737 | -0.006973 | -0.03535 | -0.016204 | -0.047303 |
Female
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
15 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
22e10052-53f4-4ae6-aba7-55a35ae94ac7
|
churn
| 0.690807 | 1 |
churn
| 0.137244 | -0.002896 | 0.089826 | 0.012146 | 0.128625 | 0.156251 | 0.116062 | 0.093715 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6dc521dc-bfcf-415c-9c7d-8229fa775e47
|
no_churn
| 0.110912 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 27 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bdbce67-eb9c-4d6f-a22e-11cfd1646bbe
|
no_churn
| 0.387437 | 0 |
no_churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 67 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
28 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42db362b-0200-4edd-8b02-1606e0e9ef9a
|
no_churn
| 0.027353 | 0 |
no_churn
| -0.116287 | -0.015059 | -0.015402 | -0.071608 | -0.032407 | 0.034605 | -0.026714 | -0.026154 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
5 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77d3fed0-e0aa-4b28-b564-e5205e3164fc
|
churn
| 0.515088 | 1 |
churn
| 0.074426 | 0.01502 | -0.006653 | -0.116094 | 0.022404 | 0.082721 | -0.036242 | -0.045359 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
24 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
efbf2fc3-e5ac-4c3c-b906-74de29d0912e
|
no_churn
| 0.557771 | 0 |
no_churn
| -0.028298 | -0.005068 | 0.023263 | 0.040818 | 0.109464 | 0.085267 | 0.013212 | 0.102317 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,380,000 |
19 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
87c459f1-5519-4da4-88e9-f500e645c701
|
no_churn
| 0.028159 | 0 |
no_churn
| -0.029041 | -0.004317 | -0.011924 | -0.036575 | -0.005498 | -0.096087 | -0.028543 | -0.05304 |
Female
| 59 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,380,000 |
70 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
b5aba063-b799-4972-a63d-48f557830db1
|
no_churn
| 0.200559 | 0 |
no_churn
| -0.159136 | -0.001618 | 0.041724 | -0.026942 | -0.061364 | -0.17442 | 0.057427 | 0.065304 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
82b7b168-1fd7-42a9-9bdb-25b743d8f75c
|
no_churn
| 0.006172 | 0 |
no_churn
| -0.058348 | -0.002922 | 0.008997 | -0.01582 | 0.007424 | -0.167728 | -0.019657 | -0.020972 |
Male
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cbf32f3-e8e0-4c14-b9f9-d0a7d3c757ab
|
no_churn
| 0.320274 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8ddb0e14-d08d-4337-b98d-8e477ad4e7f9
|
no_churn
| 0.694509 | 0 |
no_churn
| 0.038246 | -0.006578 | -0.00435 | -0.037091 | -0.006927 | 0.088499 | 0.110351 | 0.054419 |
Female
| 46 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
71 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
56152744-4f7b-4fd3-a70d-68675551a388
|
no_churn
| 0.006746 | 0 |
no_churn
| -0.145338 | -0.002691 | -0.000592 | -0.065172 | 0.039835 | -0.124077 | 0.046059 | 0.050116 |
Female
| 40 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
12 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ee2d8de4-cd6e-4972-bf0a-ba91bc6277b5
|
churn
| 0.825132 | 1 |
churn
| 0.097513 | -0.0014 | 0.133859 | 0.03784 | 0.143208 | 0.138575 | 0.050081 | 0.058297 |
Male
| 71 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
25b592a0-a73c-465c-bd77-6069b301da91
|
churn
| 0.596993 | 1 |
churn
| 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
da762347-cbe8-43f4-9df2-8a8117bf2985
|
churn
| 0.185209 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 21 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,380,000 |
11 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c793b629-0c3d-4286-9fdf-4b324520a674
|
no_churn
| 0.200638 | 0 |
no_churn
| -0.051659 | 0.028928 | -0.007555 | -0.010635 | -0.10407 | 0.035229 | -0.031254 | -0.028011 |
Male
| 30 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,380,000 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
e2064a51-1e6f-4ad3-8803-2cbe3dd2c499
|
churn
| 0.139719 | 1 |
churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Female
| 70 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
52 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
c295c853-dc4b-4370-b3be-71b8a1bb8bb0
|
no_churn
| 0.011663 | 0 |
no_churn
| -0.069731 | -0.005751 | 0.010677 | -0.026351 | -0.086174 | -0.154423 | 0.035352 | 0.037374 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
24 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
95d0bae5-3659-404d-b638-8d53adfc3f6b
|
no_churn
| 0.557771 | 0 |
no_churn
| -0.028298 | -0.005068 | 0.023263 | 0.040818 | 0.109464 | 0.085267 | 0.013212 | 0.102317 |
Male
| 49 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4105b906-05c7-45ee-af7d-f216916de7bb
|
no_churn
| 0.355815 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Male
| 58 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
4 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d1fcff0-ccdb-4ffa-8ffe-4f0475402153
|
no_churn
| 0.421202 | 0 |
no_churn
| 0.127048 | 0.134373 | 0.056039 | 0.004812 | 0.057893 | 0.137151 | -0.02149 | -0.005642 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
20 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3d873d41-6a3b-4821-bca7-ec96e15f792d
|
churn
| 0.147471 | 1 |
churn
| -0.067979 | -0.009782 | -0.041635 | -0.07852 | 0.004013 | 0.042364 | -0.045368 | -0.07212 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b6a4ee31-64ef-40e0-85fb-6bd6838ef345
|
no_churn
| 0.023294 | 0 |
no_churn
| 0.056315 | -0.003073 | -0.018215 | -0.01132 | -0.017292 | -0.229775 | -0.022279 | -0.023387 |
Female
| 59 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dd84df3f-77f3-4b32-a755-104c593a7433
|
no_churn
| 0.200335 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 51 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,672,380,000 |
11 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f003595c-e0de-468d-bb63-9ac12f6237aa
|
no_churn
| 0.480351 | 0 |
no_churn
| 0.017432 | -0.00376 | -0.103402 | 0.031337 | 0.102166 | 0.090311 | -0.086422 | 0.008324 |
Female
| 20 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,380,000 |
44 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7638079c-0acf-4a79-9f3e-ecd68e655436
|
no_churn
| 0.007541 | 0 |
no_churn
| -0.067563 | -0.005057 | -0.013961 | -0.035566 | -0.01638 | -0.098572 | -0.015096 | -0.016831 |
Male
| 53 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
af107749-182c-43e2-93f9-634635f2e2b8
|
no_churn
| 0.355815 | 0 |
no_churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 68 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
930d2246-e896-4f41-8ac8-3d42e6fa7b35
|
no_churn
| 0.065066 | 0 |
no_churn
| -0.059437 | -0.003287 | -0.002595 | -0.023241 | -0.01559 | -0.083214 | -0.033054 | -0.042819 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
11 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9b3f6db0-e414-4301-8665-ada4441b88c7
|
no_churn
| 0.029459 | 0 |
no_churn
| -0.009558 | -0.011768 | -0.018901 | -0.026231 | -0.043607 | -0.078424 | -0.027839 | -0.032698 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,380,000 |
31 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cd0f4925-01a4-4791-9f23-052dab0299d3
|
churn
| 0.336213 | 1 |
churn
| 0.216375 | -0.005591 | 0.030074 | 0.158873 | 0.143866 | 0.149098 | 0.008396 | 0.00474 |
Female
| 66 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad0f836e-09d6-4655-afd1-3342dc11c4ef
|
no_churn
| 0.110912 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 63 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c7ff053-4185-4e98-a25b-ef3e46e2c816
|
no_churn
| 0.417388 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d85524d3-68a2-4fb7-b14b-326c6b6d489a
|
churn
| 0.328026 | 1 |
churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Female
| 45 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,380,000 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
0cf12245-68af-4e13-9bf0-c471ac1489b9
|
churn
| 0.375964 | 1 |
churn
| 0.106171 | -0.007826 | -0.062426 | -0.061481 | -0.022765 | 0.08663 | 0.048213 | 0.064458 |
Female
| 80 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
294d39ad-ec8a-411b-81b2-04409fe193c7
|
churn
| 0.880348 | 1 |
churn
| 0.220842 | -0.005909 | -0.061361 | 0.083931 | 0.036071 | 0.142791 | 0.000402 | 0.013149 |
Female
| 28 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,380,000 |
55 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
9ee13dba-31f7-4950-9b91-ff8d6576060c
|
no_churn
| 0.128955 | 0 |
no_churn
| -0.057631 | -0.002232 | -0.012632 | -0.021842 | 0.045886 | -0.185784 | 0.026116 | 0.049094 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
43 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3e343dc4-add9-4710-86ae-935eab9f1b9f
|
churn
| 0.328026 | 1 |
churn
| -0.065922 | -0.00292 | -0.028301 | 0.078221 | 0.039286 | 0.070378 | -0.022616 | -0.01936 |
Male
| 69 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
10 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8c2dd73-9741-470e-8b83-132fdcc7efc3
|
churn
| 0.581123 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e81e44cd-4ecd-42e9-b5a1-52504c8dc122
|
no_churn
| 0.001585 | 0 |
no_churn
| -0.059993 | -0.003276 | -0.008105 | -0.017223 | -0.011626 | -0.143358 | -0.011162 | -0.014282 |
Female
| 29 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,380,000 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa5607db-583f-49f5-a99b-7f72d22f25a7
|
no_churn
| 0.49315 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 66 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
69 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a82fb3fe-e05c-40d8-8575-07c4e4e96153
|
no_churn
| 0.119632 | 0 |
no_churn
| -0.106295 | -0.001918 | 0.016794 | -0.010462 | 0.033303 | -0.201105 | 0.018027 | 0.045191 |
Male
| 30 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
36 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
4cae6368-bd08-4a2e-b73d-8f91ce3d2e00
|
no_churn
| 0.516612 | 0 |
no_churn
| -0.207364 | -0.006587 | 0.021947 | -0.1263 | 0.049085 | 0.013655 | -0.016824 | 0.003363 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
8 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
11e338ea-e197-4495-bcb2-4fd6ece03dce
|
no_churn
| 0.42174 | 0 |
no_churn
| 0.139081 | -0.006459 | -0.031017 | -0.04656 | 0.09579 | 0.130505 | 0.096493 | 0.075808 |
Female
| 63 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,672,380,000 |
27 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c3a07db4-3e90-4f5c-adfc-33210da334d2
|
no_churn
| 0.119412 | 0 |
no_churn
| -0.090206 | -0.005141 | -0.016777 | -0.073459 | 0.024835 | 0.038814 | -0.064072 | -0.073019 |
Female
| 68 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,380,000 |
29 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3031b758-bea1-49db-81ae-14e338350438
|
no_churn
| 0.075167 | 0 |
no_churn
| -0.082204 | -0.008167 | -0.001441 | -0.063686 | -0.034345 | 0.038715 | -0.040747 | -0.027151 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ff5706c0-74cc-4b8c-9af1-e9f9ba757bee
|
churn
| 0.863913 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Male
| 63 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
15 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eda12bbb-a5b4-4846-9c96-b88ad1045ce4
|
no_churn
| 0.26068 | 0 |
no_churn
| -0.034239 | -0.073202 | -0.063032 | -0.057883 | -0.032076 | 0.083755 | -0.04154 | -0.040809 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
69 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b9374989-b9b0-47ef-891e-999b9b33c980
|
no_churn
| 0.077174 | 0 |
no_churn
| 0.084264 | 0.000684 | 0.099325 | 0.144016 | 0.050756 | -0.006862 | 0.176277 | 0.082513 |
Female
| 30 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,380,000 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d570dede-febe-4841-a012-4133d8980963
|
no_churn
| 0.320274 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 56 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,672,380,000 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
b929c59b-f39a-4eb9-8630-4fdd59709118
|
no_churn
| 0.194025 | 0 |
no_churn
| -0.168297 | -0.019704 | -0.022483 | -0.032375 | -0.128428 | 0.047128 | 0.034616 | 0.040517 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60581b20-71e9-473b-aa5b-127e0edf7eca
|
no_churn
| 0.345946 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
8 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f885fa32-3ab1-416f-9501-382844a35c34
|
no_churn
| 0.42174 | 0 |
no_churn
| 0.139081 | -0.006459 | -0.031017 | -0.04656 | 0.09579 | 0.130505 | 0.096493 | 0.075808 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
15 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
3d31c2b5-11e8-4f05-80a4-1da8a98ef6a2
|
no_churn
| 0.048293 | 0 |
no_churn
| -0.020335 | -0.004684 | -0.01635 | -0.042939 | 0.014929 | -0.126646 | -0.028123 | -0.044879 |
Female
| 26 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
39 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a093842f-a95a-4c61-8f50-dac7a7d14be0
|
no_churn
| 0.100704 | 0 |
no_churn
| 0.017214 | -0.004631 | -0.005258 | -0.045737 | -0.006973 | -0.03535 | -0.016204 | -0.047303 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
7 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
546fe8a6-8adb-40e9-9030-51a8126dfa4b
|
no_churn
| 0.324627 | 0 |
no_churn
| -0.089431 | 0.026451 | 0.015172 | -0.094989 | 0.033558 | 0.069854 | -0.043586 | -0.056056 |
Female
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9dd23d64-ef4b-4c35-aba9-3c5911837c2e
|
no_churn
| 0.015711 | 0 |
no_churn
| -0.106356 | 0.010276 | 0.000347 | -0.01231 | 0.003621 | -0.128475 | -0.014832 | -0.021297 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
4 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
38322ded-2423-43fe-abc6-bd3fdbcd21b6
|
churn
| 0.449235 | 1 |
churn
| 0.127392 | -0.001043 | -0.010516 | 0.071392 | -0.065 | -0.167396 | 0.051015 | 0.067987 |
Female
| 47 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,380,000 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
f61463ae-30b3-4584-b86c-84a75056fe1c
|
churn
| 0.817477 | 1 |
churn
| 0.203034 | -0.004277 | 0.104425 | 0.140981 | 0.07174 | 0.146985 | 0.027337 | 0.04075 |
Male
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
9ad21d1d-8d11-401d-8a7d-32da9140a567
|
no_churn
| 0.013696 | 0 |
no_churn
| -0.131928 | -0.002706 | -0.003185 | -0.009854 | 0.030912 | -0.232194 | 0.03476 | 0.045168 |
Male
| 52 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
31 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
deb21b5a-db98-4a2a-9baa-305488de9a74
|
no_churn
| 0.167476 | 0 |
no_churn
| 0.059251 | -0.003259 | 0.091337 | 0.029913 | 0.164485 | 0.088271 | 0.152111 | 0.111531 |
Male
| 69 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,380,000 |
64 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
b435a1f8-c3c1-4e5b-adde-be85a5d65ba6
|
no_churn
| 0.139558 | 0 |
no_churn
| -0.111174 | -0.002446 | -0.089524 | 0.002937 | 0.028062 | -0.151774 | 0.030722 | 0.049172 |
Female
| 34 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
12 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
d0d4e0e4-541e-47a3-8330-504c6a86f68a
|
churn
| 0.825132 | 1 |
churn
| 0.097513 | -0.0014 | 0.133859 | 0.03784 | 0.143208 | 0.138575 | 0.050081 | 0.058297 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,380,000 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
3300b818-4265-4898-8494-534d6102cc7b
|
no_churn
| 0.079431 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Female
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
1 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ab6b838-44f4-4828-9dd5-7f4050870a1b
|
churn
| 0.67615 | 0 |
no_churn
| 0.160266 | -0.012807 | -0.009924 | -0.069849 | 0.040472 | 0.123714 | -0.046721 | -0.058441 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,380,000 |
28 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
814c6fe5-0582-47d4-8a28-6fe0eb246614
|
no_churn
| 0.027353 | 0 |
no_churn
| -0.116287 | -0.015059 | -0.015402 | -0.071608 | -0.032407 | 0.034605 | -0.026714 | -0.026154 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
69 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
56515a79-6dbb-42f5-be56-01ee5c11a68a
|
no_churn
| 0.032037 | 0 |
no_churn
| -0.107241 | -0.00033 | -0.01081 | -0.011429 | 0.02186 | -0.190593 | 0.013764 | 0.036181 |
Male
| 31 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
181aa732-e3a5-4458-a6ea-746734ee9b18
|
no_churn
| 0.17037 | 0 |
no_churn
| -0.03472 | -0.014749 | -0.035674 | -0.114471 | 0.007913 | 0.043286 | -0.050327 | -0.070284 |
Female
| 51 |
Yes
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,380,000 |
55 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
f5f61309-8c80-4487-8b7a-2213bb3367b5
|
churn
| 0.352014 | 1 |
churn
| 0.069535 | 0.001 | 0.081805 | 0.066881 | 0.089983 | 0.046254 | 0.156019 | 0.099497 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3c6d4c3f-2900-48e1-a24c-a958e9dc241b
|
no_churn
| 0.094228 | 0 |
no_churn
| -0.031845 | -0.009813 | -0.02785 | -0.079306 | -0.068575 | 0.044606 | -0.017357 | -0.008887 |
Female
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
17 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
2f037dac-1ab8-479e-9337-d9031d5ecfc3
|
churn
| 0.543731 | 1 |
churn
| 0.027621 | -0.005635 | -0.052567 | -0.061111 | -0.066848 | -0.121912 | 0.05131 | 0.030116 |
Female
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
90ea23d3-bd7d-4ad4-b2da-b9c4562fb0ca
|
no_churn
| 0.484151 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 37 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,380,000 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
3bbb1869-3fe9-442e-b940-16afa5e3eac2
|
churn
| 0.139719 | 1 |
churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Male
| 46 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,380,000 |
15 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7baa80a7-b16d-4460-8f0c-86ff1ede6c49
|
no_churn
| 0.762852 | 0 |
no_churn
| 0.178383 | -0.004332 | 0.050106 | 0.024066 | 0.164106 | 0.148662 | 0.108561 | 0.054088 |
Male
| 67 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
36 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7f26fb77-f143-4950-82ca-2b53f37b6759
|
no_churn
| 0.022063 | 0 |
no_churn
| -0.040159 | -0.006634 | -0.015928 | -0.114091 | 0.015486 | -0.064179 | -0.012427 | -0.031094 |
Male
| 76 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
817be6c1-16a1-4d27-a1fd-feeb10c3a952
|
churn
| 0.781034 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 39 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
5 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10feb4b3-81b9-4b91-80f6-b78e3bba413d
|
churn
| 0.515088 | 1 |
churn
| 0.074426 | 0.01502 | -0.006653 | -0.116094 | 0.022404 | 0.082721 | -0.036242 | -0.045359 |
Male
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,380,000 |
48 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
a41a4d7d-22fe-4831-bc60-826277b3026a
|
no_churn
| 0.064507 | 0 |
no_churn
| -0.037365 | -0.023372 | 0.020312 | 0.022221 | 0.096066 | -0.020301 | 0.056913 | 0.0765 |
Female
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a431c04-fe94-451a-954a-12310a26da4a
|
no_churn
| 0.121913 | 0 |
no_churn
| -0.065545 | -0.018197 | -0.031334 | -0.089231 | -0.020716 | 0.052977 | -0.036571 | -0.050409 |
Male
| 69 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,380,000 |
21 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
8386a25f-f479-4d16-a1fd-1e35af56ab7c
|
no_churn
| 0.10352 | 0 |
no_churn
| -0.050293 | -0.003563 | -0.042519 | 0.014045 | -0.034794 | -0.09278 | -0.023973 | -0.031816 |
Male
| 69 |
Yes
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,380,000 |
48 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
faccc22e-aaa2-4cfc-9dbb-4324e3178f8c
|
churn
| 0.218246 | 1 |
churn
| 0.077211 | -0.001064 | 0.108742 | 0.0685 | 0.111377 | -0.049879 | 0.142144 | 0.113944 |
Male
| 46 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,380,000 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
36e7076b-ba2e-4395-8971-27e1afedebf5
|
no_churn
| 0.018431 | 0 |
no_churn
| -0.052039 | -0.004151 | -0.011382 | -0.060805 | 0.016323 | -0.097216 | -0.02202 | -0.037738 |
Male
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
71 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
15c8f652-dc2d-4a97-b767-53625545ee32
|
no_churn
| 0.009597 | 0 |
no_churn
| -0.132473 | -0.00246 | -0.01454 | -0.00652 | 0.027278 | -0.190267 | 0.023763 | 0.046193 |
Female
| 24 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,380,000 |
70 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b35900f0-c2c5-4ca2-9897-6a3156cdd511
|
no_churn
| 0.016743 | 0 |
no_churn
| -0.059218 | -0.002812 | -0.026708 | -0.022194 | -0.031675 | -0.178941 | 0.028051 | 0.024471 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,380,000 |
51 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97cb2720-4764-47c0-908a-2dc69f13cbcf
|
no_churn
| 0.171148 | 0 |
no_churn
| -0.175485 | -0.004022 | -0.142657 | 0.03573 | 0.020713 | 0.043757 | -0.026086 | -0.020977 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
66 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7df3111f-bee7-4e00-8939-2486a9d98949
|
no_churn
| 0.010142 | 0 |
no_churn
| -0.037148 | -0.003481 | -0.021716 | -0.02625 | -0.000383 | -0.121646 | -0.02774 | -0.030661 |
Female
| 30 |
Yes
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,380,000 |
32 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2930bd04-d969-4d17-97a1-a89b71e71bee
|
no_churn
| 0.060177 | 0 |
no_churn
| 0.079558 | -0.002333 | 0.022823 | 0.048773 | 0.074682 | 0.085454 | -0.022721 | -0.035261 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,380,000 |
8 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c12cccf7-7c96-4754-b903-0a77638de247
|
no_churn
| 0.011188 | 0 |
no_churn
| 0.032914 | -0.006524 | -0.002051 | -0.029004 | 0.021123 | -0.204432 | -0.030527 | -0.040525 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
46 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
68b337c7-1536-479a-a3c1-33dfbece76ab
|
no_churn
| 0.213169 | 0 |
no_churn
| -0.074997 | -0.002838 | -0.005177 | -0.017936 | -0.046299 | -0.183922 | 0.037724 | 0.024418 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
8963485b-bc1b-4462-ae33-eb12768ce778
|
no_churn
| 0.213677 | 0 |
no_churn
| -0.155459 | -0.002459 | -0.019825 | 0.040896 | -0.017324 | -0.109396 | 0.031274 | 0.033266 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
41 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59e5cdb3-9daa-4084-aa52-4af1a79e913c
|
no_churn
| 0.265812 | 0 |
no_churn
| -0.124319 | -0.007775 | -0.099464 | 0.051821 | 0.039005 | 0.072534 | -0.030871 | -0.051361 |
Female
| 72 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,380,000 |
36 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
bdd03dba-d526-4bdb-a1b0-71adf0bb4a0e
|
no_churn
| 0.516612 | 0 |
no_churn
| -0.207364 | -0.006587 | 0.021947 | -0.1263 | 0.049085 | 0.013655 | -0.016824 | 0.003363 |
Male
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,380,000 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
98ec34de-3bc2-44e9-adad-7d327f02940a
|
churn
| 0.143878 | 1 |
churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 73 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,380,000 |
20 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
1216d187-f5bd-4716-9a11-fc4a8474e10e
|
churn
| 0.670292 | 1 |
churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Male
| 21 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,380,000 |
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