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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f2c76dd-9b10-47d2-9274-17c850710426
|
no_churn
| 0.121155 | 0 |
no_churn
| 0.178229 | -0.007471 | -0.063379 | 0.015039 | 0.092223 | 0.120913 | -0.028936 | -0.048381 |
Female
| 67 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c4cd19cd-cbf0-4f45-b946-418546dd9bb5
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
22 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
63ee3a15-3274-4639-ac9c-3ebfc57a583b
|
no_churn
| 0.036981 | 0 |
no_churn
| -0.044529 | -0.008502 | -0.02955 | -0.035377 | -0.050242 | 0.050337 | -0.037508 | -0.069905 |
Male
| 43 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
25c6565c-7f2b-46fc-85a0-9be658ba08e9
|
no_churn
| 0.377361 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d12f5e4d-3db0-4436-a576-6610434ff484
|
no_churn
| 0.272407 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 42 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
19 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a99684e9-1bd9-4077-9e45-b7d0879e2a4d
|
no_churn
| 0.010451 | 0 |
no_churn
| -0.006385 | -0.007428 | -0.017917 | -0.045338 | 0.008369 | -0.116712 | -0.03635 | -0.047265 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
4 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0352fd86-6397-41be-807d-e0cab2e92616
|
no_churn
| 0.261071 | 0 |
no_churn
| 0.127048 | 0.134373 | 0.056039 | 0.004812 | 0.057893 | 0.137151 | -0.02149 | -0.005642 |
Male
| 79 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,673,157,600 |
34 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
990621ed-6f77-4545-a680-d273cc233860
|
no_churn
| 0.047467 | 0 |
no_churn
| -0.025865 | -0.004209 | -0.031849 | -0.098682 | 0.008631 | -0.064155 | -0.018968 | -0.033929 |
Male
| 79 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e62ad88d-b741-49d5-a23c-8f21cb8fa6d0
|
churn
| 0.730021 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 32 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
15 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
f9e8c3aa-e5a3-40ba-9c94-10d7ebe48482
|
no_churn
| 0.028717 | 0 |
no_churn
| 0.02961 | -0.005158 | -0.040429 | -0.013784 | 0.020824 | -0.199854 | -0.029829 | -0.030407 |
Male
| 68 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,673,157,600 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4665c046-5c31-4d5c-9a9e-2c4eebf3c2ec
|
no_churn
| 0.031055 | 0 |
no_churn
| -0.064122 | -0.008919 | -0.04942 | -0.065173 | 0.013542 | 0.051784 | -0.060829 | -0.073389 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
56 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
378be9ab-7a43-40f7-bd39-078c8a69a52f
|
churn
| 0.068789 | 1 |
churn
| 0.020349 | -0.002741 | 0.021894 | -0.064363 | 0.043303 | -0.03833 | -0.039255 | -0.019884 |
Female
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
58 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
efe4b7c1-3ee5-408e-8648-cf56ca3262e0
|
no_churn
| 0.012724 | 0 |
no_churn
| -0.13508 | -0.005362 | 0.011954 | -0.075808 | 0.024549 | 0.040379 | -0.030724 | -0.058934 |
Female
| 80 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,157,600 |
71 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
362f0895-74ef-46ee-b527-88618aa30881
|
no_churn
| 0.050584 | 0 |
no_churn
| -0.113711 | -0.001681 | -0.000188 | 0.021943 | 0.036677 | -0.129821 | 0.057077 | 0.060678 |
Male
| 64 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
38c8deff-8979-4fa9-a2d2-1f49dc87aec8
|
churn
| 0.750147 | 1 |
churn
| 0.160707 | -0.001776 | 0.141824 | -0.00274 | 0.10355 | 0.148254 | 0.076095 | 0.105059 |
Female
| 36 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
49 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
9d901959-46a9-4eda-84ef-6f3626037739
|
no_churn
| 0.167887 | 0 |
no_churn
| 0.016754 | -0.001197 | 0.007406 | 0.091253 | 0.102205 | 0.003859 | 0.070823 | 0.099872 |
Female
| 44 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
3a4a83b7-0f4b-4280-bc24-9efadbd8e154
|
churn
| 0.394232 | 1 |
churn
| -0.06612 | -0.001538 | 0.047593 | 0.085599 | 0.125784 | 0.051097 | 0.124587 | 0.093971 |
Female
| 25 |
Yes
|
No
|
Disabled
|
Urban
|
Master
| 1,673,157,600 |
64 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
f8f20454-b1b4-42e6-abe3-43d575c43dfb
|
no_churn
| 0.045314 | 0 |
no_churn
| -0.134763 | -0.002679 | -0.006994 | -0.005863 | 0.034614 | -0.211007 | 0.022047 | 0.035619 |
Female
| 76 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
6 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9ffdd27c-84fc-4797-a8e1-072c7a67b5e8
|
churn
| 0.600661 | 1 |
churn
| 0.170572 | -0.000043 | -0.001448 | 0.002115 | 0.103289 | 0.149593 | 0.16223 | 0.134666 |
Male
| 77 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,157,600 |
32 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
3b9e8233-ffdf-4800-b961-77d82246d8cd
|
churn
| 0.386076 | 1 |
churn
| 0.048889 | -0.002944 | 0.076543 | 0.000446 | 0.173122 | 0.081583 | 0.149365 | 0.11985 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
16 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
194c9ede-e2f7-4e29-a68a-be55912af72c
|
churn
| 0.799914 | 1 |
churn
| 0.032829 | -0.004522 | 0.057212 | -0.106215 | 0.081299 | 0.0906 | -0.043814 | 0.049264 |
Male
| 50 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
56 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
546f7870-56af-468b-81c9-d75fc0591cff
|
no_churn
| 0.151081 | 0 |
no_churn
| -0.029341 | -0.001527 | -0.039585 | -0.001742 | 0.095773 | 0.068937 | 0.027183 | 0.071276 |
Male
| 23 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
254e1967-0d63-457d-812e-bdb89fcfcc07
|
churn
| 0.679418 | 1 |
churn
| -0.02747 | -0.002827 | -0.100455 | -0.023757 | 0.078611 | 0.071994 | -0.069028 | 0.06762 |
Female
| 62 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,157,600 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b29332f9-f4d1-4371-a39f-cddd25b81754
|
no_churn
| 0.206083 | 0 |
no_churn
| -0.112323 | -0.005693 | -0.011319 | -0.005524 | 0.047903 | 0.055478 | 0.041241 | 0.036122 |
Male
| 46 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
41 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
93de40c3-0379-4292-b905-f24d75534c0e
|
no_churn
| 0.282512 | 0 |
no_churn
| -0.076607 | -0.001066 | -0.032778 | -0.007377 | 0.055638 | 0.040728 | -0.018515 | 0.000952 |
Female
| 64 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,157,600 |
43 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5ac0ecf8-8414-4aa9-b881-31e698372249
|
no_churn
| 0.302701 | 0 |
no_churn
| -0.187237 | -0.005572 | 0.031245 | -0.089014 | -0.025826 | 0.070566 | 0.01014 | 0.076673 |
Female
| 45 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,673,157,600 |
12 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5242be7b-db20-4794-9517-f0e48f545d4d
|
no_churn
| 0.592867 | 0 |
no_churn
| 0.0904 | -0.00548 | -0.047202 | -0.018754 | 0.130616 | 0.112326 | 0.178609 | 0.089828 |
Female
| 51 |
No
|
No
|
Retired
|
Suburban
|
Master
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
bf9af797-efde-4513-99ec-d0239ce07cfb
|
churn
| 0.906281 | 1 |
churn
| 0.120885 | -0.003796 | 0.060935 | -0.01352 | 0.046936 | 0.134247 | 0.053621 | 0.080833 |
Female
| 38 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
377e4164-92fc-4e6d-a34e-1b306a04c489
|
no_churn
| 0.069775 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Male
| 35 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
31 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4ed61c77-d06b-47ac-bb0b-0efb511ad69f
|
no_churn
| 0.336457 | 0 |
no_churn
| -0.0619 | -0.002442 | -0.087999 | 0.033604 | 0.022552 | 0.076724 | 0.058043 | 0.044369 |
Female
| 59 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cf83f501-b038-47e9-a329-5dc8b88a2196
|
no_churn
| 0.006364 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Male
| 25 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
45 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
b7e5dcda-c8fd-409f-908e-91534c737d47
|
no_churn
| 0.542601 | 0 |
no_churn
| -0.271018 | -0.004729 | 0.023265 | 0.001263 | 0.022986 | 0.023422 | -0.043962 | -0.010253 |
Male
| 67 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fb26e200-5835-4060-8da8-5414bb1523ad
|
churn
| 0.666857 | 1 |
churn
| 0.17001 | -0.003625 | -0.043361 | 0.118598 | 0.055216 | 0.127641 | 0.087538 | 0.038958 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7563cfee-2902-473c-a444-c541172a96a8
|
churn
| 0.816493 | 1 |
churn
| 0.244159 | -0.003649 | 0.062551 | 0.113793 | 0.064776 | 0.153708 | 0.049851 | 0.045785 |
Female
| 58 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
51b981ac-7b3f-4eab-a1be-cdb5dcaa2134
|
no_churn
| 0.312368 | 0 |
no_churn
| -0.217283 | -0.002571 | 0.028095 | -0.106337 | 0.003996 | 0.048035 | -0.010642 | -0.01232 |
Male
| 75 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
55 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
34908e8a-0887-469b-8c67-92f9c0c5f688
|
no_churn
| 0.108754 | 0 |
no_churn
| -0.167736 | -0.004889 | -0.106113 | -0.080946 | 0.039332 | 0.036515 | 0.002281 | 0.04253 |
Male
| 59 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
6 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d57e164a-863b-46ac-85aa-0ea9b2393204
|
churn
| 0.787327 | 1 |
churn
| 0.131184 | -0.001309 | 0.006039 | 0.146076 | 0.118367 | 0.110936 | 0.0696 | 0.075535 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
37 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a8fd9293-ad22-4240-9701-8271e3a7992d
|
no_churn
| 0.429163 | 0 |
no_churn
| 0.006605 | -0.003307 | 0.146481 | 0.119195 | 0.075384 | 0.144175 | 0.113117 | 0.057887 |
Male
| 60 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
ef06c902-c1ec-4db3-b468-3faee2f8df12
|
churn
| 0.709272 | 1 |
churn
| -0.009112 | -0.004619 | -0.034079 | -0.00625 | 0.027506 | 0.047347 | -0.005447 | 0.027803 |
Female
| 43 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
39 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
7e559e45-b1ad-4151-b6a6-9691fecc999c
|
no_churn
| 0.453168 | 0 |
no_churn
| -0.167881 | -0.004147 | 0.029746 | -0.024533 | -0.027371 | 0.069854 | -0.073562 | 0.008868 |
Male
| 38 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e3af1a6e-406c-4795-ae66-13c67bb0e64b
|
churn
| 0.759497 | 1 |
churn
| 0.115761 | -0.004368 | 0.146165 | 0.023788 | 0.10757 | 0.115228 | 0.101798 | 0.072949 |
Male
| 50 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,673,157,600 |
3 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
099a648b-3f38-467d-9649-f38fd39c6933
|
churn
| 0.874596 | 1 |
churn
| 0.203034 | -0.004277 | 0.104425 | 0.140981 | 0.07174 | 0.146985 | 0.027337 | 0.04075 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
241aaae4-08b1-43e3-8571-1745c9f711a7
|
churn
| 0.946893 | 1 |
churn
| 0.28411 | -0.004907 | 0.070539 | 0.064627 | 0.080494 | 0.157836 | 0.036574 | 0.041702 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
ce94b72f-fbb2-4a56-8f2f-8e08efeddae7
|
churn
| 0.582853 | 1 |
churn
| 0.189493 | -0.002501 | 0.038339 | 0.07601 | 0.101403 | 0.161817 | 0.091316 | 0.075097 |
Male
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
10 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f37d36dd-e5ca-484d-bd79-7ef3151fd727
|
churn
| 0.676663 | 1 |
churn
| 0.131171 | -0.004224 | 0.124869 | 0.097965 | 0.101845 | 0.115712 | 0.043859 | 0.064776 |
Male
| 24 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d615f2df-78e4-42d3-94b8-b327e34dd799
|
no_churn
| 0.5481 | 0 |
no_churn
| -0.120613 | -0.00179 | 0.013217 | -0.002381 | 0.062425 | 0.021264 | -0.01131 | 0.024162 |
Female
| 51 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,157,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
5bb2eb15-ca80-4cbb-9a64-c952be0f4f35
|
no_churn
| 0.056493 | 0 |
no_churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Urban
|
Master
| 1,673,157,600 |
18 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d4ce59d-4fd2-4166-a6cc-0541f4d14c0c
|
no_churn
| 0.576193 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
21f849ba-2396-4790-9d61-358566207990
|
no_churn
| 0.268365 | 0 |
no_churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Female
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
436208ea-42d3-477b-aed0-be24cac248e5
|
no_churn
| 0.524808 | 0 |
no_churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Male
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42f2d827-5ace-49a7-8a2e-056ba8c4283f
|
churn
| 0.665207 | 1 |
churn
| 0.025472 | -0.002201 | 0.036609 | 0.006741 | 0.02662 | 0.121255 | -0.038868 | -0.041914 |
Male
| 74 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9d145ec6-8b11-45b9-a198-fb614ca5ef36
|
churn
| 0.181368 | 1 |
churn
| -0.152994 | -0.003182 | 0.060962 | 0.059378 | 0.035345 | 0.054726 | -0.001357 | -0.010218 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4f9cbc64-93da-4f40-a7d6-7269a1cbf74b
|
no_churn
| 0.439282 | 0 |
no_churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
56d28f00-c709-4b9e-8a8d-450d3ebcd428
|
no_churn
| 0.21962 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30f5fa0b-8f8a-4768-bfe6-2bde522eb586
|
churn
| 0.426103 | 1 |
churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Male
| 52 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14a150b9-7740-44bd-a84d-c1abcf85e818
|
no_churn
| 0.01101 | 0 |
no_churn
| -0.253381 | -0.004069 | 0.018554 | 0.018205 | 0.004643 | 0.053088 | -0.010873 | -0.063919 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d447e175-71ea-402c-a32c-c9bd3ea92dde
|
no_churn
| 0.303397 | 0 |
no_churn
| -0.156592 | -0.003387 | 0.062027 | 0.052705 | 0.03964 | 0.042845 | 0.001915 | 0.000223 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ea5cd80c-5fd8-460e-9e8a-e0889371bdec
|
no_churn
| 0.699827 | 0 |
no_churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Male
| 66 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d23593e7-2632-4ce0-bad6-54fa1de76f93
|
churn
| 0.557666 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,673,157,600 |
10 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3f9fcf0-0c12-4074-b8e7-17b83535ecdd
|
churn
| 0.543925 | 1 |
churn
| 0.091899 | -0.004987 | -0.023741 | 0.164174 | 0.045899 | 0.119718 | -0.038699 | -0.005558 |
Male
| 30 |
Yes
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9bcae043-046c-4f7c-b4d8-34597b2e2e2d
|
churn
| 0.546232 | 1 |
churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Male
| 60 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,673,157,600 |
22 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef43a8ae-f068-4fcd-92fc-5e75c9153ef8
|
no_churn
| 0.337947 | 0 |
no_churn
| -0.07877 | -0.00397 | -0.030487 | 0.081884 | 0.020576 | 0.073363 | -0.021556 | -0.028461 |
Male
| 25 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,157,600 |
49 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
467a8e5d-7635-4f8b-bba5-3e3faebe7452
|
no_churn
| 0.223252 | 0 |
no_churn
| -0.180416 | -0.00425 | -0.087795 | 0.04087 | 0.00343 | 0.043163 | -0.027313 | -0.046716 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed9fc4f2-28ed-40e3-8fbe-b923f5df09ca
|
churn
| 0.685317 | 1 |
churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d42fec22-bb3b-4a6e-9a6b-f9450cef3f2b
|
churn
| 0.755724 | 1 |
churn
| 0.185782 | -0.003329 | 0.096629 | 0.101907 | 0.050355 | 0.151435 | -0.007437 | 0.019444 |
Female
| 46 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8836a5f3-781a-4e8d-a708-04dcee8d94eb
|
no_churn
| 0.673202 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Female
| 73 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf6efa40-84f8-4414-b682-0b3e3a49be32
|
no_churn
| 0.750734 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
03033e73-d74a-467f-b6f8-abb3717002ac
|
churn
| 0.784075 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30e39cc0-7a8c-41a0-a25c-534e0bbea1a0
|
churn
| 0.516998 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 38 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5632b4ae-4b1a-423f-befb-8e529884b157
|
no_churn
| 0.073594 | 0 |
no_churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cdf3b35a-3ec9-4535-bdcf-afd24862e9f8
|
churn
| 0.481344 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 34 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed1ed9f2-4884-4725-bf71-1a5f959d0ec5
|
no_churn
| 0.671165 | 1 |
churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d9547b01-ff46-45ef-ab8f-34db771911b1
|
churn
| 0.494921 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e7b4b257-c025-44c8-ba0e-2a9ea366f7f9
|
churn
| 0.572192 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 64 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb429e57-adbe-4576-af98-c1974fc07c74
|
churn
| 0.400317 | 1 |
churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Female
| 68 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6b801864-72e3-4df8-b6ed-0dfb63c1123e
|
churn
| 0.890931 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 52 |
Yes
|
No
|
Employed
|
Rural
|
Doctor
| 1,673,157,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cd26131-04f3-4b89-aa1d-ed33c1d079e4
|
no_churn
| 0.116917 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 29 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c42e8890-376a-44f8-9318-b79a873e5acf
|
churn
| 0.892033 | 1 |
churn
| 0.279085 | -0.006103 | 0.023676 | 0.165613 | 0.043398 | 0.157234 | -0.021751 | -0.028467 |
Female
| 77 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
67 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f1945131-8faf-46de-a787-ff9c3a084fdb
|
no_churn
| 0.092906 | 0 |
no_churn
| -0.152994 | -0.003182 | 0.060962 | 0.059378 | 0.035345 | 0.054726 | -0.001357 | -0.010218 |
Male
| 66 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb55a064-5181-46a5-b56b-64d6ea77aa27
|
no_churn
| 0.666936 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Female
| 33 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,673,157,600 |
63 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f1b989d-ee99-49b1-b87a-7d3e094ba38c
|
no_churn
| 0.041242 | 0 |
no_churn
| -0.20331 | -0.004784 | -0.073989 | 0.006667 | -0.002192 | 0.041335 | -0.020128 | -0.012625 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
22 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8f7e0288-e9b0-417d-ad6d-8ba5b3fe99c2
|
churn
| 0.189132 | 1 |
churn
| 0.025882 | -0.01426 | -0.081511 | -0.063341 | -0.008644 | 0.053532 | -0.027788 | -0.022228 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
20daca79-4c09-4e9d-8aae-18408ad494f6
|
no_churn
| 0.030824 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,673,157,600 |
46 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a9dd4dfa-5777-4cd8-89c2-939fe8ac87cd
|
churn
| 0.394232 | 1 |
churn
| -0.210968 | -0.004209 | -0.039824 | -0.00701 | 0.066538 | 0.024074 | -0.026167 | 0.008539 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
54 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
948eefa7-cb82-4614-ab8e-d4da4371aba1
|
churn
| 0.020879 | 0 |
no_churn
| -0.025571 | -0.001039 | 0.007191 | -0.034758 | 0.098295 | -0.09547 | 0.062947 | 0.089378 |
Female
| 56 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,157,600 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9cfaa29e-0365-4e25-90b6-3d15d09f06f9
|
no_churn
| 0.666936 | 0 |
no_churn
| 0.065413 | -0.003302 | -0.025443 | 0.102843 | -0.006661 | 0.114229 | -0.037738 | -0.044144 |
Male
| 34 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
515b4a45-d654-4a67-b8fb-e8892d6d2e3d
|
no_churn
| 0.096744 | 0 |
no_churn
| 0.068095 | -0.002951 | -0.058441 | 0.086891 | -0.0772 | -0.040979 | -0.007963 | -0.030142 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,157,600 |
8 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
16ca64d3-bb07-42c0-981f-58d165582959
|
no_churn
| 0.673202 | 0 |
no_churn
| 0.05676 | -0.007527 | 0.014819 | 0.154392 | -0.000339 | 0.126103 | -0.04086 | -0.01995 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,157,600 |
63 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2848f6b-1f4c-4774-8922-40626e66e107
|
no_churn
| 0.016962 | 0 |
no_churn
| -0.129672 | -0.012337 | -0.008561 | -0.038565 | -0.037947 | 0.049055 | -0.033233 | -0.0411 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,673,157,600 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a705be2e-99e2-434c-a469-00ff6d3b06cd
|
no_churn
| 0.140175 | 0 |
no_churn
| -0.035714 | -0.009773 | -0.020175 | -0.074904 | -0.048364 | 0.050057 | -0.032053 | -0.025325 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a236eeb5-c7a2-4d37-b423-cb17762f5e71
|
no_churn
| 0.5481 | 0 |
no_churn
| -0.120613 | -0.00179 | 0.013217 | -0.002381 | 0.062425 | 0.021264 | -0.01131 | 0.024162 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
be154ef1-8955-4135-9b74-790c6367634c
|
churn
| 0.220752 | 1 |
churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 36 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,157,600 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3f6fdb54-6ae1-480c-ab11-dc21da7e6e7e
|
churn
| 0.210391 | 1 |
churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 32 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,157,600 |
7 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d837142-bf63-44ee-9642-cd311201c4ed
|
no_churn
| 0.242206 | 0 |
no_churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
190328a3-4db0-4ac1-8b41-0df56c8d5a8d
|
no_churn
| 0.272407 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 23 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a0113197-083f-4c70-85c9-1510001f2518
|
churn
| 0.516998 | 1 |
churn
| 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,673,157,600 |
39 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
51f3f9f7-5a6b-4d61-a74c-e2a4a4b17c0c
|
no_churn
| 0.212989 | 0 |
no_churn
| 0.00086 | 0.102135 | 0.060575 | -0.031857 | 0.036398 | 0.116586 | 0.099437 | 0.05684 |
Male
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
49 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
94c00c6b-7f5b-4779-9d15-bcfb4b44f9da
|
no_churn
| 0.167887 | 0 |
no_churn
| -0.129154 | -0.001589 | -0.009592 | -0.068558 | 0.062424 | 0.018209 | 0.037589 | 0.081644 |
Male
| 47 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,157,600 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
0d6c2200-4ef8-4b30-9247-2ba907b211c9
|
no_churn
| 0.015996 | 0 |
no_churn
| -0.091869 | -0.001306 | -0.011035 | -0.012505 | 0.040416 | -0.17501 | 0.023672 | 0.046289 |
Male
| 30 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,157,600 |
49 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
53d2cfcd-64b0-42a8-97e9-2ea89aa33faf
|
no_churn
| 0.5481 | 0 |
no_churn
| -0.120613 | -0.00179 | 0.013217 | -0.002381 | 0.062425 | 0.021264 | -0.01131 | 0.024162 |
Male
| 57 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,157,600 |
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