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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f7529871-0db6-4491-a793-79360925d606
|
no_churn
| 0.129622 | 0 |
no_churn
| -0.008511 | 0.082948 | 0.01138 | 0.01251 | 0.038494 | 0.099831 | -0.001879 | 0.0062 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
26 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
187cfd03-4795-43e3-88ab-a76b6127c8ee
|
no_churn
| 0.129622 | 0 |
no_churn
| -0.008511 | 0.082948 | 0.01138 | 0.01251 | 0.038494 | 0.099831 | -0.001879 | 0.0062 |
Female
| 24 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,120,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9c217a31-d6fb-4db4-a716-99b603d16a2c
|
churn
| 0.652554 | 1 |
churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Female
| 44 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,120,800 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
556fe193-4854-4416-bd13-98f65f72613c
|
no_churn
| 0.008577 | 0 |
no_churn
| -0.028328 | -0.005731 | -0.026595 | -0.030747 | 0.010374 | -0.115316 | -0.031844 | -0.040839 |
Male
| 48 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
18 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
87ee5155-0f9d-4e16-a65e-4087d1101524
|
churn
| 0.506625 | 1 |
churn
| -0.144107 | -0.006956 | 0.020893 | 0.056638 | -0.141014 | 0.041333 | -0.043672 | -0.042141 |
Male
| 79 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
9d7b5ac5-d387-4f81-8643-b161cb32d079
|
no_churn
| 0.015185 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Female
| 55 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,120,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
6e1a33ae-9a18-4066-a074-fe60b461ae34
|
no_churn
| 0.006389 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Male
| 75 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,120,800 |
7 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8fee942-22a7-43d8-9756-1f75c22507ca
|
no_churn
| 0.204024 | 0 |
no_churn
| 0.186201 | -0.005659 | 0.056181 | 0.03451 | 0.12029 | 0.103533 | -0.034777 | -0.043661 |
Female
| 26 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,120,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a8b768bb-c871-4e6c-9378-c81408bd5b19
|
no_churn
| 0.44353 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
57 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
183b6d3f-8938-4ef7-82cc-83db0f391a5e
|
no_churn
| 0.061627 | 0 |
no_churn
| -0.087087 | -0.008995 | -0.000999 | -0.008585 | -0.104083 | 0.009685 | -0.034636 | -0.024326 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5f7932c1-7398-44f3-8740-1d3f5f1b6ab1
|
churn
| 0.874842 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,120,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88b479a9-3ad4-42e3-b610-ed950f6b476c
|
churn
| 0.652554 | 1 |
churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
27 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b1619a45-cb4b-41a1-93f1-3596c080fa3a
|
no_churn
| 0.016077 | 0 |
no_churn
| -0.050507 | -0.004145 | -0.013587 | -0.042161 | -0.034254 | -0.090986 | -0.015986 | -0.0174 |
Female
| 22 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,120,800 |
38 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
dd6809f2-91d0-4d88-8012-ac33c729dd13
|
churn
| 0.612554 | 1 |
churn
| -0.0457 | -0.010437 | -0.003111 | 0.001444 | 0.00932 | 0.097232 | 0.074899 | 0.056196 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
45 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9bd29111-4a2f-4355-b22c-2e99d5a4fe70
|
no_churn
| 0.347372 | 0 |
no_churn
| -0.190763 | -0.004446 | 0.049193 | 0.031427 | 0.034646 | 0.076211 | 0.044037 | 0.015549 |
Male
| 77 |
Yes
|
Yes
|
Retired
|
Urban
|
Bachelor
| 1,672,120,800 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
14584dbd-0d14-433b-a8cd-9a6f1bf7fdaa
|
churn
| 0.584356 | 1 |
churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
62 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
ca63b3db-2a17-4985-83c8-dd55995feff7
|
no_churn
| 0.144528 | 0 |
no_churn
| -0.189459 | -0.00328 | -0.020052 | 0.018898 | -0.028817 | -0.057293 | -0.011922 | 0.022899 |
Female
| 75 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
38 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5366c80d-8b66-49b1-a0b4-f59db76032cd
|
churn
| 0.431234 | 1 |
churn
| -0.038384 | -0.008392 | -0.020685 | 0.110752 | 0.004618 | 0.101454 | -0.011607 | 0.009397 |
Male
| 68 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,120,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0edeadb0-bdc8-4784-8c86-340dd18af4f4
|
churn
| 0.652554 | 1 |
churn
| 0.083975 | -0.002869 | -0.012624 | 0.031522 | 0.05483 | 0.129538 | -0.011127 | -0.026977 |
Male
| 30 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,120,800 |
64 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
78df955e-88ca-4150-9aa8-605bd3387419
|
no_churn
| 0.092627 | 0 |
no_churn
| -0.21074 | -0.009477 | -0.009057 | -0.007673 | -0.026415 | 0.022634 | 0.012782 | 0.018919 |
Female
| 59 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
35 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5ec614dc-a97c-4ee0-b6ed-c26dd9ed91a8
|
no_churn
| 0.00983 | 0 |
no_churn
| -0.037608 | -0.004373 | -0.011097 | -0.050806 | 0.016294 | -0.114574 | -0.027325 | -0.039537 |
Female
| 25 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,120,800 |
56 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
c42856a3-7313-4957-93fa-748ae78c59be
|
no_churn
| 0.262272 | 0 |
no_churn
| 0.119123 | -0.000549 | 0.100459 | 0.085697 | 0.125844 | -0.053713 | 0.070077 | 0.045845 |
Male
| 64 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,672,120,800 |
27 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4a12c701-0208-4ef2-b944-1253c65c81c2
|
no_churn
| 0.016077 | 0 |
no_churn
| -0.050507 | -0.004145 | -0.013587 | -0.042161 | -0.034254 | -0.090986 | -0.015986 | -0.0174 |
Male
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
51 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c86620e5-9d93-4748-b647-56cbe20d395a
|
no_churn
| 0.265134 | 0 |
no_churn
| -0.148103 | 0.020522 | -0.013332 | -0.064496 | -0.036947 | 0.039378 | -0.030398 | -0.03565 |
Female
| 78 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
15 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
709d4313-f577-4f97-a7e7-465ce556ee8d
|
churn
| 0.584356 | 1 |
churn
| 0.084784 | -0.00214 | 0.032851 | 0.046777 | 0.015984 | 0.13707 | -0.027881 | -0.0102 |
Male
| 20 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
aca65730-87ce-43a9-b090-c2294f915e2e
|
churn
| 0.819298 | 1 |
churn
| 0.115761 | -0.004368 | 0.146165 | 0.023788 | 0.10757 | 0.115228 | 0.101798 | 0.072949 |
Male
| 53 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
38 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
359af907-0a47-48de-82ea-30afd219b147
|
churn
| 0.612554 | 1 |
churn
| -0.0457 | -0.010437 | -0.003111 | 0.001444 | 0.00932 | 0.097232 | 0.074899 | 0.056196 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
30 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
dab7fc7c-afab-4232-8507-77bac9d71e30
|
churn
| 0.232301 | 0 |
no_churn
| -0.092851 | -0.006329 | -0.02681 | -0.031321 | -0.085141 | -0.084869 | 0.031147 | 0.037148 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,120,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5bfa0bb-353b-4753-b6d4-7a3eb32f0a47
|
no_churn
| 0.156598 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
48b87a35-f66e-4b71-b56b-3128a95261bc
|
no_churn
| 0.006021 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Male
| 62 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,672,120,800 |
62 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
45b81674-026f-4f76-b3bf-56e3a673cb20
|
no_churn
| 0.144528 | 0 |
no_churn
| -0.189459 | -0.00328 | -0.020052 | 0.018898 | -0.028817 | -0.057293 | -0.011922 | 0.022899 |
Male
| 58 |
No
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,672,120,800 |
59 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
c5ca7c70-267e-48a3-836d-3c50719209ab
|
no_churn
| 0.192359 | 0 |
no_churn
| -0.197361 | -0.002767 | -0.043597 | -0.023125 | 0.036522 | 0.039615 | 0.008907 | 0.057779 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1d2c774f-5812-434d-b743-659eb8ccc18e
|
no_churn
| 0.330163 | 0 |
no_churn
| -0.208797 | -0.003802 | -0.000421 | 0.006338 | 0.040726 | 0.017149 | -0.015152 | 0.024931 |
Female
| 72 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,672,120,800 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
63a4c9a7-97ef-4fa8-80d1-57971efdc39e
|
churn
| 0.687135 | 1 |
churn
| 0.272129 | 0.084874 | 0.026938 | -0.054536 | -0.036011 | 0.14962 | 0.117654 | 0.060306 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5de207f1-adbe-4f63-80b1-3c2309364d7c
|
churn
| 0.47021 | 1 |
churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
31dc1d20-7145-4733-8561-b29b656fda05
|
no_churn
| 0.03965 | 0 |
no_churn
| -0.039449 | -0.007967 | -0.010841 | -0.04612 | -0.001427 | -0.063955 | -0.0292 | -0.047568 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
a176da77-0bfe-4c47-95b2-f86e9273b17b
|
no_churn
| 0.114183 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Male
| 42 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1eea1cb2-119e-428d-96fe-57fe21603fe8
|
no_churn
| 0.002203 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Female
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5d9ec3a-66b2-4220-89cf-02cc4fcef241
|
no_churn
| 0.092364 | 0 |
no_churn
| 0.13856 | -0.004215 | -0.015113 | -0.046239 | 0.057747 | 0.101414 | -0.029596 | -0.059099 |
Female
| 22 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,120,800 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
e049bf32-a7cc-4e07-b383-17b13c3f9d1a
|
no_churn
| 0.003967 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
23 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
69aac342-b767-4df9-85e7-0537dda17643
|
churn
| 0.5848 | 1 |
churn
| -0.00965 | -0.006071 | 0.143848 | 0.113069 | 0.047618 | 0.123063 | 0.014389 | 0.013931 |
Female
| 37 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,120,800 |
11 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8bf2a9a-66f3-4c3f-9c7c-90e283680ea3
|
churn
| 0.550078 | 1 |
churn
| 0.063281 | -0.001547 | -0.039401 | 0.054692 | 0.008549 | 0.108293 | -0.020649 | -0.007416 |
Female
| 33 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,120,800 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
6a8e7b37-cf84-4a5c-bd83-8a4bf289724a
|
churn
| 0.159245 | 1 |
churn
| -0.052821 | -0.001306 | -0.075728 | -0.01002 | 0.034415 | -0.138156 | 0.056735 | 0.057855 |
Male
| 29 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,120,800 |
30 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e90fa585-b246-4662-a420-f1f4fb17cddb
|
no_churn
| 0.05393 | 0 |
no_churn
| -0.056241 | -0.00424 | -0.008473 | -0.056178 | -0.020193 | -0.086596 | -0.016106 | -0.020998 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cb949ba5-9b1b-4d00-90b8-7f263529b1b4
|
no_churn
| 0.091362 | 0 |
no_churn
| -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 |
Female
| 54 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f05657f9-53e4-46ae-a42d-6a9e62a791c5
|
no_churn
| 0.156598 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
0 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
d37cbbaf-eb6e-464f-937c-3fe1b22ba980
|
no_churn
| 0.141863 | 0 |
no_churn
| 0.078315 | -0.006757 | -0.023715 | -0.0505 | -0.001987 | -0.187658 | -0.034696 | -0.042029 |
Male
| 78 |
Yes
|
No
|
Medical Leave
|
Urban
|
College
| 1,672,120,800 |
17 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
13072caf-8a4e-4f92-898b-02b09535933c
|
no_churn
| 0.132653 | 0 |
no_churn
| -0.02865 | -0.002737 | 0.005815 | 0.02238 | -0.047606 | -0.092788 | -0.029071 | -0.046369 |
Female
| 64 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,120,800 |
20 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
744cd1fa-fdb3-4d99-ae6b-716e583ef049
|
churn
| 0.460193 | 1 |
churn
| 0.020835 | -0.002077 | 0.077119 | 0.163505 | 0.03512 | 0.120171 | -0.019782 | -0.015065 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
729b553b-b71d-459a-9d6a-36328f392fc4
|
churn
| 0.389312 | 1 |
churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Female
| 28 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
43febf08-2914-4dda-8753-aca3212fc2ca
|
no_churn
| 0.406535 | 0 |
no_churn
| 0.034154 | -0.005511 | 0.154184 | 0.06377 | 0.159198 | 0.087321 | 0.110086 | 0.072772 |
Male
| 67 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
22cd3ee0-d395-4f39-b139-6b89c11ef21e
|
no_churn
| 0.449979 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,120,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
faedc075-98f5-4e20-969a-70a51ff6263d
|
no_churn
| 0.870003 | 0 |
no_churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Female
| 44 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,120,800 |
22 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
64c11537-185d-4337-ac7c-4a3cdfc948cb
|
no_churn
| 0.044817 | 0 |
no_churn
| -0.044529 | -0.008502 | -0.02955 | -0.035377 | -0.050242 | 0.050337 | -0.037508 | -0.069905 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,120,800 |
19 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2da1d8e6-2de0-4e22-b8ac-e90c73e8152d
|
churn
| 0.328602 | 1 |
churn
| 0.095326 | -0.002454 | -0.012112 | 0.167078 | 0.10288 | 0.117252 | -0.006277 | -0.026477 |
Male
| 23 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e3de2238-8bdf-4122-a2b8-ac84e3a8cff8
|
no_churn
| 0.022674 | 0 |
no_churn
| -0.095219 | -0.002537 | 0.001226 | -0.023505 | -0.036815 | -0.157925 | 0.022617 | 0.023132 |
Female
| 58 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
35 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f0afa8ab-d813-4a73-ae1e-7ca25392c54b
|
no_churn
| 0.139025 | 0 |
no_churn
| -0.068655 | -0.000994 | -0.035419 | 0.110595 | 0.140084 | 0.045035 | 0.04861 | 0.024217 |
Male
| 40 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
7bfb897f-41db-4beb-8f05-b088b3c2c2db
|
no_churn
| 0.021132 | 0 |
no_churn
| -0.081749 | -0.003652 | 0.003658 | -0.066664 | -0.039266 | -0.126838 | 0.017731 | 0.027753 |
Male
| 42 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,207,200 |
70 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
c6526ef6-d301-49e5-bb3f-d27dd8e58364
|
no_churn
| 0.017194 | 0 |
no_churn
| -0.06272 | -0.002312 | -0.032582 | -0.021476 | -0.036375 | -0.14669 | 0.007332 | 0.025797 |
Female
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
f6c20367-12f7-4fe4-ab13-f9c91abb7ba5
|
no_churn
| 0.004848 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
54 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
306e433e-69a8-4e16-8f04-3e767a6c2b99
|
no_churn
| 0.017789 | 0 |
no_churn
| -0.034588 | -0.001106 | 0.014097 | 0.000963 | 0.077347 | -0.134981 | -0.003176 | 0.077417 |
Female
| 76 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,672,207,200 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
f7c45030-14af-44af-acc6-0c4feb2f5a12
|
no_churn
| 0.023998 | 0 |
no_churn
| -0.082781 | -0.005789 | -0.018945 | -0.023074 | -0.036474 | -0.137541 | 0.012216 | 0.023362 |
Male
| 63 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,207,200 |
60 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
ebc12a3f-186f-4420-abd5-1182df9a0b8d
|
no_churn
| 0.057576 | 0 |
no_churn
| -0.046125 | -0.002431 | 0.015393 | 0.019685 | 0.083149 | -0.013697 | 0.063922 | 0.058791 |
Female
| 45 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
18 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
939fd7b1-46d6-4592-8cbb-e7f98a22b7a8
|
churn
| 0.262012 | 1 |
churn
| 0.044412 | -0.00431 | 0.050579 | 0.038222 | 0.032658 | -0.16067 | 0.020226 | 0.090147 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
4 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
60d6b5cc-d64f-4c43-87b7-a83ab3d6b139
|
no_churn
| 0.25487 | 0 |
no_churn
| 0.104052 | -0.041685 | -0.056096 | 0.003982 | 0.087494 | 0.121773 | 0.094292 | 0.084663 |
Female
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,207,200 |
15 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
9698230d-ba47-434c-8919-d061994f301f
|
no_churn
| 0.212661 | 0 |
no_churn
| 0.168759 | -0.011469 | 0.027251 | -0.009588 | -0.033632 | 0.103267 | 0.102855 | 0.09353 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
70 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
88f3be58-2b7a-4d2f-a6b3-92bed23d1d83
|
no_churn
| 0.015053 | 0 |
no_churn
| -0.101006 | -0.001749 | -0.001932 | 0.013461 | 0.047761 | -0.139518 | 0.025079 | 0.048878 |
Male
| 77 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
e73986b4-110a-48be-9c28-e22d1ea78778
|
no_churn
| 0.254913 | 0 |
no_churn
| 0.146121 | -0.003461 | -0.046824 | -0.023244 | 0.129934 | 0.133821 | 0.157759 | 0.129416 |
Male
| 60 |
No
|
Yes
|
Disabled
|
Urban
|
High School or Below
| 1,672,207,200 |
43 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
bcd320c7-20d2-424f-9a05-202e7ee3ed16
|
no_churn
| 0.062738 | 0 |
no_churn
| 0.012811 | -0.000517 | -0.063913 | 0.037099 | 0.091879 | -0.098321 | 0.072743 | 0.079193 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
24 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
f35b4a4f-3e98-4bcb-9c6b-20084c9991c0
|
no_churn
| 0.123076 | 0 |
no_churn
| 0.062665 | -0.002697 | 0.131994 | -0.024653 | 0.145465 | 0.130424 | 0.104216 | 0.12356 |
Female
| 47 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,207,200 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
7ee833f3-ac9e-48b3-aafb-75ef29158325
|
churn
| 0.017333 | 0 |
no_churn
| -0.077879 | -0.001049 | 0.014914 | 0.022087 | -0.032912 | -0.218436 | 0.048639 | 0.063943 |
Male
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
46 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
fd7e87bb-e75b-4877-8cc1-b2cd1649ce2a
|
churn
| 0.223069 | 1 |
churn
| -0.059139 | 0.088184 | 0.042692 | 0.064598 | 0.012635 | -0.02924 | 0.108689 | 0.042555 |
Female
| 56 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,207,200 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a7bab894-d93b-472b-99ff-d0a8d8ee7ab4
|
no_churn
| 0.020892 | 0 |
no_churn
| -0.061914 | -0.001315 | -0.056238 | -0.039392 | 0.057446 | -0.204853 | 0.055071 | 0.055502 |
Male
| 61 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,207,200 |
70 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
c488c2ca-390f-4489-8432-1ad57fd540df
|
churn
| 0.019845 | 0 |
no_churn
| -0.120138 | -0.007824 | -0.007375 | -0.000664 | 0.034125 | -0.182334 | 0.039477 | 0.043707 |
Male
| 63 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60fc436a-d2e0-4c13-9859-5fc9e487127b
|
no_churn
| 0.125931 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Female
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
5 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9ea35f6f-2928-492b-a7ac-3df3e12aa202
|
no_churn
| 0.2515 | 0 |
no_churn
| 0.12293 | -0.011953 | 0.037941 | -0.036081 | -0.111749 | 0.079813 | -0.023867 | -0.011107 |
Female
| 73 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
53 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a0974445-e422-4bca-9bc3-3e78d9065703
|
no_churn
| 0.083886 | 0 |
no_churn
| -0.110407 | 0.01456 | -0.001742 | -0.033732 | -0.018817 | -0.062677 | -0.026551 | -0.019661 |
Male
| 51 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,207,200 |
68 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
251a0cff-71ab-4073-b627-bcc3fd5502d9
|
no_churn
| 0.036377 | 0 |
no_churn
| -0.050971 | -0.002623 | -0.009147 | 0.001973 | -0.004227 | -0.161681 | -0.018504 | -0.023847 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
32d7af03-969b-4b8e-9c38-6240cb221ec5
|
no_churn
| 0.028182 | 0 |
no_churn
| -0.065508 | -0.004419 | 0.000615 | -0.033274 | -0.036719 | -0.085873 | -0.022046 | -0.021803 |
Male
| 59 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,207,200 |
22 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ecc65165-7401-4a18-b843-c235172f8b87
|
no_churn
| 0.171932 | 0 |
no_churn
| 0.131642 | -0.000235 | 0.095584 | 0.046304 | 0.028522 | 0.106628 | 0.003221 | 0.001474 |
Female
| 72 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
3 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f284ff1-a587-4e4f-9da1-2abb8a28a20e
|
no_churn
| 0.384927 | 0 |
no_churn
| 0.11719 | -0.006858 | 0.014355 | -0.144648 | 0.036822 | 0.099394 | -0.04708 | -0.061053 |
Male
| 21 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,207,200 |
54 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9ac49602-88a1-49be-8f5a-ade64075cd08
|
no_churn
| 0.029534 | 0 |
no_churn
| -0.063194 | 0.016432 | 0.001417 | -0.004589 | 0.026064 | -0.136081 | -0.021048 | -0.038027 |
Female
| 78 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,207,200 |
7 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57781e81-fefd-4535-ab4b-aea787876c0d
|
churn
| 0.298943 | 1 |
churn
| -0.023164 | 0.042785 | 0.009862 | -0.026699 | -0.069863 | 0.033734 | -0.025286 | -0.023729 |
Female
| 28 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
12 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e900ad48-b490-4117-ad4d-b305e34f65c6
|
no_churn
| 0.196732 | 0 |
no_churn
| -0.030794 | 0.018437 | -0.03079 | -0.018679 | -0.010733 | 0.027488 | -0.028856 | -0.045099 |
Male
| 31 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,207,200 |
25 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a2beb63d-d6fd-4d6a-af8d-4334cc0cb421
|
no_churn
| 0.017907 | 0 |
no_churn
| -0.019277 | 0.021993 | 0.000085 | -0.005704 | -0.038871 | -0.19068 | -0.011443 | -0.01513 |
Male
| 26 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,207,200 |
45 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
abee8c86-cbd5-43c4-8a98-74ade610ec48
|
no_churn
| 0.019216 | 0 |
no_churn
| -0.069962 | -0.003613 | 0.00604 | -0.031778 | -0.032421 | -0.111175 | -0.014164 | -0.011954 |
Male
| 38 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,672,207,200 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
860edb0e-e5d8-409e-8c35-d2b4d10aee41
|
churn
| 0.625859 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77896db6-cc26-4034-ac63-eef64cf1da14
|
no_churn
| 0.285666 | 0 |
no_churn
| 0.022432 | -0.003252 | 0.001912 | -0.03146 | -0.074836 | 0.066494 | -0.017977 | -0.014836 |
Female
| 66 |
Yes
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,207,200 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6f28f08b-d4fd-47b7-affc-a622951aa18a
|
no_churn
| 0.061839 | 0 |
no_churn
| -0.047751 | -0.003947 | -0.01459 | -0.054723 | -0.024262 | -0.08532 | -0.018767 | -0.019667 |
Male
| 38 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,207,200 |
57 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f7d435d6-3040-49cb-846d-7fb9bc322bb5
|
no_churn
| 0.026519 | 0 |
no_churn
| -0.049654 | -0.004051 | -0.012818 | -0.033147 | -0.03593 | -0.100752 | -0.014626 | -0.018047 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
14 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2d4056e5-9da2-472c-b9ec-841472e1c6cd
|
no_churn
| 0.204157 | 0 |
no_churn
| -0.060359 | -0.015251 | -0.08469 | -0.038009 | -0.03922 | 0.045539 | -0.028431 | -0.048606 |
Female
| 20 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,207,200 |
64 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
980daa74-0381-4960-9e41-ca5a3965a68f
|
no_churn
| 0.080789 | 0 |
no_churn
| -0.067262 | -0.003981 | 0.009076 | -0.009728 | 0.014678 | -0.113981 | -0.041169 | -0.056658 |
Female
| 32 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
21 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9bf957aa-bae0-473b-aaee-1eb8690f3da3
|
no_churn
| 0.023696 | 0 |
no_churn
| -0.023153 | 0.04727 | 0.007503 | 0.003811 | 0.018066 | -0.135516 | -0.028402 | -0.033105 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,207,200 |
44 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d795a493-3abf-4cc8-a965-af2fe606ea98
|
no_churn
| 0.078527 | 0 |
no_churn
| -0.138743 | -0.00643 | -0.077817 | -0.017187 | 0.021372 | 0.040618 | -0.027524 | -0.0376 |
Male
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,207,200 |
32 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6ef84049-4c8c-4478-9230-5333b71e23dd
|
no_churn
| 0.0597 | 0 |
no_churn
| -0.081499 | 0.035706 | 0.010048 | -0.02518 | -0.024407 | -0.142689 | -0.018249 | -0.022757 |
Male
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,207,200 |
65 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
af7b0735-9a69-4c71-ad65-07db6ecb7dd4
|
no_churn
| 0.122136 | 0 |
no_churn
| -0.10446 | -0.001181 | -0.026881 | -0.001467 | 0.016475 | -0.220725 | 0.033658 | 0.045556 |
Male
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
65 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
8261d216-5efb-4fa0-a0f2-adc9272dbb1b
|
no_churn
| 0.16266 | 0 |
no_churn
| -0.083406 | -0.002108 | 0.010737 | -0.058409 | -0.08137 | -0.088718 | 0.037152 | 0.033763 |
Female
| 75 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
9b841eaf-4c09-4a28-8d37-86da90f3b705
|
no_churn
| 0.008456 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d0ed30df-b836-41e6-814d-82b76935c07a
|
churn
| 0.756883 | 1 |
churn
| 0.145752 | -0.002237 | 0.0179 | -0.022266 | 0.109668 | 0.149395 | 0.166963 | 0.132464 |
Male
| 51 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,207,200 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
dbb6a42b-e295-478b-a66b-0dae133b6351
|
no_churn
| 0.11162 | 0 |
no_churn
| -0.115666 | -0.004465 | 0.000822 | -0.008363 | -0.124769 | -0.051373 | 0.032158 | 0.03263 |
Female
| 29 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,207,200 |
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