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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
184f3142-756c-465f-9a5a-53941636527e
|
no_churn
| 0.071083 | 0 |
no_churn
| 0.052575 | -0.014283 | -0.076556 | -0.08995 | -0.023383 | 0.086616 | -0.013807 | 0.002425 |
Male
| 35 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,688,800 |
38 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b36dab5-6b49-4feb-9ca0-65352d74314c
|
churn
| 0.184207 | 1 |
churn
| -0.064776 | -0.01946 | -0.062414 | -0.088885 | -0.048431 | 0.046947 | -0.014509 | -0.017496 |
Male
| 51 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,688,800 |
58 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a6522d10-6c6a-4393-bcbf-82ebed5ae56e
|
no_churn
| 0.029393 | 0 |
no_churn
| -0.08385 | 0.019577 | 0.000362 | -0.031307 | -0.051991 | -0.078574 | -0.025301 | -0.017941 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,688,800 |
64 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
75c86354-ee96-447f-8d27-c8e2d894938f
|
no_churn
| 0.079131 | 0 |
no_churn
| -0.120149 | -0.015332 | -0.001248 | 0.009865 | 0.03217 | -0.160248 | 0.035418 | 0.040498 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
8 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
c35f41d7-4d04-4478-ab14-678101d150e4
|
churn
| 0.298005 | 1 |
churn
| 0.04528 | -0.003028 | 0.07785 | 0.020659 | -0.100458 | 0.090642 | 0.001562 | 0.057633 |
Female
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
8 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0cc41c95-71c8-4dca-86c2-a78fa6284cd0
|
no_churn
| 0.302332 | 0 |
no_churn
| 0.147007 | -0.001388 | 0.002453 | 0.033463 | 0.192054 | 0.120123 | 0.084096 | 0.093167 |
Female
| 35 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
67 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
91ce31cf-af7a-4bda-ac9e-e2b002d667f8
|
no_churn
| 0.059774 | 0 |
no_churn
| -0.075174 | -0.009087 | -0.011968 | -0.013459 | -0.05085 | -0.124073 | 0.01382 | 0.021765 |
Male
| 38 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
472367b3-44ca-4222-9864-80a226789250
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
7 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
193226d8-98fb-43fb-ae41-c4a6ac853f10
|
no_churn
| 0.172175 | 0 |
no_churn
| 0.039534 | -0.004149 | -0.090901 | -0.038348 | -0.165899 | 0.068209 | 0.066367 | 0.04616 |
Male
| 56 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
3e523380-41b8-46b7-8a42-a24646bdfbff
|
churn
| 0.011372 | 0 |
no_churn
| -0.074993 | -0.003823 | 0.005335 | -0.032168 | -0.062587 | -0.145976 | 0.018482 | 0.026705 |
Male
| 62 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
26 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
dc7f8667-9ae9-4163-b41a-887ee574476f
|
no_churn
| 0.217745 | 0 |
no_churn
| -0.182478 | -0.002753 | -0.049823 | -0.056093 | 0.034715 | 0.039883 | -0.066874 | 0.064399 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
41 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
cc7ab885-ed27-44b2-b03b-da8530597656
|
churn
| 0.100387 | 1 |
churn
| -0.047383 | -0.01153 | 0.022202 | -0.044593 | -0.062688 | 0.035797 | -0.016924 | 0.047925 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
4d58e52a-1ffa-4658-89f1-6eac3cada0e8
|
no_churn
| 0.016365 | 0 |
no_churn
| -0.077475 | -0.004222 | -0.000755 | -0.028791 | -0.066497 | -0.114992 | 0.005917 | 0.017789 |
Male
| 41 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
45 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
7684cd21-b3a0-466f-a686-1332179911e6
|
no_churn
| 0.252928 | 0 |
no_churn
| -0.226731 | -0.005141 | -0.02897 | -0.01609 | 0.063578 | 0.019683 | -0.025213 | -0.000142 |
Male
| 61 |
Yes
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e34fc7a6-d4ac-4c43-81ee-4c06741b2e13
|
no_churn
| 0.003912 | 0 |
no_churn
| -0.083792 | -0.003166 | 0.004891 | -0.024109 | -0.041273 | -0.161161 | 0.015544 | 0.024038 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
44 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
1631c276-42ef-44a1-8c69-38e80f220896
|
no_churn
| 0.203833 | 0 |
no_churn
| -0.128368 | -0.002647 | 0.00951 | -0.022746 | 0.033718 | -0.150572 | -0.019996 | 0.052074 |
Male
| 44 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,671,775,200 |
66 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a3353b80-1070-4ea3-b0ea-9c19b93aa314
|
no_churn
| 0.01183 | 0 |
no_churn
| -0.071853 | -0.016682 | -0.01503 | -0.018937 | 0.025355 | -0.172213 | 0.026185 | 0.035578 |
Female
| 50 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
15 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
35279324-e8eb-4b18-a57b-23a1496bcd1e
|
no_churn
| 0.248176 | 0 |
no_churn
| 0.060865 | -0.005238 | -0.0873 | -0.013415 | 0.062358 | 0.106034 | 0.062597 | 0.087302 |
Female
| 71 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,775,200 |
71 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
30421ea2-6a08-4a84-a83e-16c60faf7caf
|
no_churn
| 0.103461 | 0 |
no_churn
| -0.110435 | 0.001919 | -0.000137 | -0.006943 | 0.022889 | -0.114237 | 0.035685 | 0.042233 |
Female
| 30 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
25 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
0736a317-adfa-4f00-abf0-73db11f12848
|
no_churn
| 0.085495 | 0 |
no_churn
| -0.095519 | -0.013817 | -0.063071 | -0.035701 | -0.091518 | 0.021822 | -0.003956 | 0.022733 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
8 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
0294cc26-05f6-48ce-aeb5-c0af13ba5c05
|
churn
| 0.013337 | 0 |
no_churn
| -0.000227 | -0.00411 | 0.022746 | -0.013747 | -0.091826 | -0.202335 | 0.026705 | 0.043768 |
Female
| 36 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
71 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
e2ce649b-9962-4ac0-b12c-f86519d98b08
|
no_churn
| 0.005304 | 0 |
no_churn
| -0.07563 | -0.004983 | -0.017068 | -0.017693 | -0.039508 | -0.151407 | 0.016212 | 0.021052 |
Male
| 41 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
12 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
020b2e1b-1ebe-4eca-a3ff-a5cbdb3883be
|
churn
| 0.021134 | 0 |
no_churn
| -0.014452 | -0.001032 | -0.013346 | -0.043548 | -0.068915 | -0.161855 | 0.016826 | 0.027296 |
Female
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
65 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d3b4c177-088e-428d-8960-9f08e20c0c3e
|
no_churn
| 0.012071 | 0 |
no_churn
| -0.03712 | -0.00163 | -0.005356 | -0.015154 | -0.012193 | -0.127291 | -0.015556 | -0.054727 |
Female
| 73 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,775,200 |
27 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3843606b-3b3b-4599-81fe-40f378cf6f1a
|
no_churn
| 0.145796 | 0 |
no_churn
| -0.015393 | -0.012156 | 0.041668 | -0.004549 | -0.004454 | 0.062731 | -0.036011 | -0.010862 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,775,200 |
27 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
619c3c16-0060-40c9-aa60-42d4ea77f3e7
|
no_churn
| 0.084461 | 0 |
no_churn
| -0.109256 | -0.007208 | -0.035839 | -0.069963 | 0.015852 | 0.036851 | -0.05342 | -0.046042 |
Male
| 42 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b609b7cc-786c-4f5e-8f1b-29a124d9afcc
|
no_churn
| 0.003727 | 0 |
no_churn
| -0.074786 | -0.003627 | -0.010056 | -0.025079 | -0.02105 | -0.105654 | -0.011324 | -0.017451 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
28 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1f35b2ab-ccae-41c3-9433-c0325582abab
|
no_churn
| 0.133502 | 0 |
no_churn
| -0.16803 | -0.01051 | 0.011354 | -0.054547 | 0.028343 | 0.048391 | -0.050873 | -0.073154 |
Female
| 48 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
24 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f48428ac-73ad-451e-a2a3-191a89e17255
|
no_churn
| 0.106478 | 0 |
no_churn
| 0.044793 | 0.166404 | 0.054213 | 0.068585 | 0.136994 | 0.131742 | 0.00166 | -0.003418 |
Female
| 42 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,775,200 |
52 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
828dab65-cc88-458a-8573-398015ca8645
|
no_churn
| 0.073798 | 0 |
no_churn
| -0.076835 | -0.007645 | -0.016275 | -0.028701 | -0.024302 | -0.064996 | -0.021653 | -0.028618 |
Male
| 75 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
23 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
92b5d06a-bcca-4587-b1de-7f7a226d1813
|
no_churn
| 0.02202 | 0 |
no_churn
| -0.039407 | -0.005814 | 0.016089 | -0.039903 | 0.008114 | -0.128615 | -0.039157 | -0.040332 |
Male
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
22 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
cd027482-d802-46db-b797-7c370d8e91f2
|
churn
| 0.063888 | 1 |
churn
| -0.042143 | -0.00407 | -0.033564 | -0.045952 | -0.027052 | -0.067993 | -0.01861 | -0.024643 |
Female
| 67 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
39 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a482bf59-c01f-4a82-b31b-340023094e00
|
churn
| 0.175804 | 1 |
churn
| 0.059483 | 0.190933 | 0.084324 | 0.026086 | 0.048267 | 0.130707 | 0.010382 | 0.020792 |
Male
| 52 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
b0e7ab39-9145-456e-a9b1-85173f8c037f
|
no_churn
| 0.003958 | 0 |
no_churn
| -0.091569 | -0.003876 | -0.001083 | -0.025286 | 0.002409 | -0.110491 | -0.016341 | -0.022789 |
Female
| 31 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
54e78fd2-e59e-4ac3-9438-5acb805ee5a9
|
no_churn
| 0.025381 | 0 |
no_churn
| -0.069201 | -0.002838 | -0.002952 | 0.000619 | -0.0002 | -0.161198 | -0.016775 | -0.01648 |
Male
| 56 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
36 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
838cde26-c340-45fc-9f6f-235b2f1cd25d
|
no_churn
| 0.066211 | 0 |
no_churn
| -0.052766 | -0.003984 | -0.012348 | -0.034683 | -0.034054 | -0.055959 | -0.028339 | -0.046894 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,671,775,200 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
3cc9e6ac-29ca-49f6-8c3f-f6fc4c013e78
|
no_churn
| 0.014181 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Female
| 36 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,775,200 |
22 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8c5fac1-766d-4047-b464-6334016409f3
|
churn
| 0.220717 | 1 |
churn
| -0.083213 | -0.004532 | -0.032046 | -0.074998 | -0.009801 | 0.040666 | -0.046155 | -0.051447 |
Male
| 58 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
67 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4bf11bee-dbc2-4c01-b6cc-ced0c82e0921
|
no_churn
| 0.028745 | 0 |
no_churn
| -0.091472 | 0.007962 | -0.003051 | -0.015801 | 0.003089 | -0.131433 | -0.018144 | -0.020178 |
Female
| 57 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bf793f06-f8bb-4088-986b-00cec8a0d4e5
|
churn
| 0.217158 | 1 |
churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
404a87c9-325c-4023-9b3e-71479a092889
|
no_churn
| 0.198693 | 0 |
no_churn
| -0.063669 | -0.000938 | 0.037154 | -0.023076 | 0.009448 | -0.13231 | 0.023233 | 0.066687 |
Female
| 36 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
59 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2a926e99-d1df-4766-a6f7-bdaef83fb203
|
no_churn
| 0.144247 | 0 |
no_churn
| -0.197834 | -0.004037 | -0.058578 | -0.005098 | 0.062394 | 0.016725 | -0.026022 | 0.012867 |
Female
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
0e929915-848b-4a71-82fd-7d57eaa22250
|
no_churn
| 0.020639 | 0 |
no_churn
| -0.107999 | -0.00264 | 0.002656 | -0.01522 | -0.040442 | -0.156611 | 0.021508 | 0.029722 |
Male
| 43 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
67 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
41108509-b8ea-4ac0-96ab-0e800e682016
|
no_churn
| 0.123872 | 0 |
no_churn
| -0.103621 | -0.002422 | -0.003516 | -0.017647 | 0.01991 | -0.197285 | 0.033548 | 0.042008 |
Male
| 78 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
56 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
51f3c6e6-6e97-4381-bbbb-d9359eafc7b2
|
no_churn
| 0.062105 | 0 |
no_churn
| -0.030503 | -0.003502 | 0.005971 | -0.0096 | -0.083607 | -0.117996 | -0.017082 | -0.012707 |
Male
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
9ad7586d-13eb-41b9-94d4-56de043c93ba
|
no_churn
| 0.082265 | 0 |
no_churn
| -0.076678 | -0.002912 | 0.005613 | -0.027454 | -0.056067 | -0.1743 | 0.032426 | 0.030345 |
Male
| 37 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
bdf599d3-b38f-466c-9e80-4c064621f3a3
|
no_churn
| 0.009283 | 0 |
no_churn
| -0.163208 | -0.002079 | -0.002058 | -0.008658 | 0.018613 | -0.185417 | 0.027163 | 0.046617 |
Female
| 35 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,775,200 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
e48c24d6-84c8-412d-8f56-c6d03659cf68
|
no_churn
| 0.30596 | 0 |
no_churn
| -0.288451 | -0.003907 | 0.014791 | -0.013934 | -0.000102 | -0.006904 | 0.0224 | 0.029583 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
fb76ea31-472c-4525-a7e2-24b71e260554
|
no_churn
| 0.007129 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
439e9224-dce4-4385-9802-42cec3713059
|
no_churn
| 0.204508 | 0 |
no_churn
| -0.084331 | -0.002689 | 0.018673 | 0.028992 | -0.085844 | -0.11759 | -0.024057 | 0.02782 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
69 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
0ef50fbe-7452-4fd6-8985-195035b76ba9
|
no_churn
| 0.194429 | 0 |
no_churn
| -0.122885 | -0.002152 | -0.029859 | -0.002777 | -0.004912 | -0.143633 | 0.00762 | 0.029571 |
Female
| 55 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
19 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
dd1db885-420a-4fa0-a1e0-f610686f4f03
|
churn
| 0.551805 | 1 |
churn
| 0.056233 | -0.00423 | 0.073998 | 0.003885 | 0.017525 | 0.115658 | 0.067643 | 0.045654 |
Male
| 20 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
39 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
62fc5ca9-1dca-4bcb-a967-80f06e3041a2
|
churn
| 0.342266 | 1 |
churn
| 0.008365 | -0.000384 | 0.011918 | 0.064156 | 0.001845 | -0.043756 | 0.021003 | 0.047827 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
56 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
5b31b986-7daf-422e-804d-32e56124ac56
|
no_churn
| 0.064882 | 0 |
no_churn
| -0.214246 | -0.003499 | -0.061341 | -0.049887 | 0.028713 | 0.02013 | -0.012856 | 0.023961 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
69 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
dde032d6-8b3d-40b4-96e0-1825a6c28fcf
|
no_churn
| 0.08584 | 0 |
no_churn
| -0.020187 | -0.001018 | 0.065536 | 0.070268 | 0.014315 | -0.131837 | 0.110121 | 0.063776 |
Female
| 30 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,775,200 |
40 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
79feb784-8e45-450f-994f-8c03474f6a75
|
no_churn
| 0.309019 | 0 |
no_churn
| -0.142049 | -0.002756 | 0.030962 | -0.029574 | -0.056577 | -0.160006 | 0.058979 | 0.059329 |
Female
| 75 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,775,200 |
31 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b8917c40-f189-4410-a9d8-adf6a4120d47
|
no_churn
| 0.271776 | 0 |
no_churn
| 0.04355 | -0.008234 | -0.059406 | 0.053889 | 0.034844 | 0.100303 | -0.021805 | -0.004087 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d378fe5-b5c0-4e36-a48f-d18ca39dba56
|
churn
| 0.495268 | 1 |
churn
| -0.144107 | -0.006956 | 0.020893 | 0.056638 | -0.141014 | 0.041333 | -0.043672 | -0.042141 |
Male
| 45 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,775,200 |
18 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
20877def-c0dc-4826-b7d6-46f0b670be0e
|
no_churn
| 0.252192 | 0 |
no_churn
| -0.119614 | -0.00632 | 0.066713 | 0.062724 | -0.017455 | 0.084556 | -0.036752 | -0.040047 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
63 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
6a93ebe5-bebb-41ef-8b86-f2f90a413289
|
no_churn
| 0.016458 | 0 |
no_churn
| -0.09745 | -0.002599 | 0.010104 | 0.040262 | -0.046678 | -0.135592 | -0.009407 | -0.007665 |
Male
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
53 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4417c0dd-bc53-4fe4-b66e-2827f82485ab
|
no_churn
| 0.23037 | 0 |
no_churn
| -0.162152 | -0.005707 | -0.042318 | 0.028787 | -0.060632 | 0.022143 | -0.022651 | -0.026495 |
Male
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
12 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
06f568e2-9331-4e1e-a1bb-17b2323e2977
|
no_churn
| 0.594423 | 0 |
no_churn
| 0.039429 | -0.001228 | 0.07312 | 0.060426 | 0.008267 | 0.131609 | -0.013412 | -0.025854 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
45 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
a2b4c3c3-a067-4ae7-b125-247f4aa2600c
|
no_churn
| 0.135611 | 0 |
no_churn
| -0.078106 | -0.002867 | 0.043562 | 0.069893 | 0.012063 | -0.104513 | -0.008474 | -0.017252 |
Female
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
3 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
165e5708-14b4-47a1-baa6-eac40449185b
|
churn
| 0.691174 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Female
| 47 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,775,200 |
19 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
d5cfaddf-b4e4-4c47-94c8-e9940cc6e277
|
churn
| 0.230006 | 1 |
churn
| 0.069314 | -0.00078 | 0.007185 | 0.014805 | -0.010851 | -0.050808 | 0.031401 | 0.05071 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
45 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c632b76d-9bf8-45e4-875e-f33bbc072d56
|
no_churn
| 0.166754 | 0 |
no_churn
| -0.19975 | -0.005125 | -0.018436 | -0.013462 | 0.018278 | 0.057984 | -0.00422 | 0.065706 |
Female
| 64 |
No
|
No
|
Medical Leave
|
Urban
|
College
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9a8d77b0-5044-413b-bd02-381199048483
|
no_churn
| 0.420306 | 0 |
no_churn
| 0.039286 | -0.016937 | -0.0878 | -0.120189 | -0.032741 | 0.054326 | -0.058014 | 0.023043 |
Female
| 77 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,775,200 |
30 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
6637bcf8-9a81-4713-a83b-e3ed00bca229
|
no_churn
| 0.086548 | 0 |
no_churn
| 0.010462 | -0.001356 | 0.000524 | -0.016819 | 0.078887 | -0.212378 | 0.057423 | 0.064231 |
Female
| 47 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,775,200 |
24 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
471fc3b7-44e3-4aed-854a-f419917e455d
|
no_churn
| 0.11365 | 0 |
no_churn
| -0.003786 | -0.001635 | 0.003497 | 0.007212 | 0.068253 | -0.162571 | 0.03214 | 0.081032 |
Female
| 50 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
47 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
a597bccc-2d8b-4507-9d92-51119699c5ce
|
no_churn
| 0.01516 | 0 |
no_churn
| 0.003755 | -0.018367 | 0.018465 | 0.008096 | 0.10075 | -0.148404 | 0.058229 | 0.060784 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
25 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
ed7fd802-92c4-4d65-924d-6b074f87f2c8
|
churn
| 0.507765 | 0 |
no_churn
| 0.029566 | 0.033977 | -0.047315 | 0.061674 | 0.049206 | 0.108387 | 0.066859 | 0.07362 |
Male
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
52 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
1cd43ab9-250d-43d7-9e0f-070deea4f494
|
no_churn
| 0.041286 | 0 |
no_churn
| -0.078119 | -0.0032 | -0.016041 | -0.024732 | -0.058761 | -0.127059 | 0.019509 | 0.029377 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
10 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eecf4101-fc5f-4355-bf32-cd3354d21e89
|
no_churn
| 0.13003 | 0 |
no_churn
| -0.061116 | 0.005716 | -0.003562 | -0.067502 | -0.093875 | 0.051357 | -0.046161 | -0.053882 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
205754fd-f994-433f-a53a-4e99da00af34
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 26 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,671,775,200 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
36277a1a-4ef2-49c0-b7ad-27822c06fe83
|
no_churn
| 0.103797 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Male
| 37 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5496b7f4-3f74-4650-8ad0-a5bb5a0c077c
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
43 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5406ae0a-516f-4a5d-bdec-34caaba8e6f3
|
churn
| 0.239032 | 1 |
churn
| -0.084982 | -0.0058 | -0.070603 | -0.070732 | 0.013434 | 0.047455 | -0.026398 | -0.035119 |
Female
| 73 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
16 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
f534ab1a-3b00-4ed7-b569-5e7b30852254
|
no_churn
| 0.066881 | 0 |
no_churn
| 0.002453 | -0.007591 | -0.016334 | -0.016586 | -0.024134 | -0.131166 | -0.034037 | -0.04163 |
Male
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,775,200 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
52940295-1045-471d-a316-4e46bfb7b307
|
no_churn
| 0.241198 | 0 |
no_churn
| -0.06207 | -0.009067 | -0.019765 | -0.104809 | -0.034372 | 0.040952 | -0.03958 | -0.030982 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
53fbb4cc-87cf-4796-936f-ca48c0031ff4
|
no_churn
| 0.10919 | 0 |
no_churn
| 0.082945 | -0.007069 | -0.018311 | -0.06181 | -0.001162 | -0.166761 | -0.040735 | -0.047037 |
Female
| 72 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
25 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
af5c3654-1d21-49b8-953b-195559cd15f3
|
no_churn
| 0.027173 | 0 |
no_churn
| -0.044478 | -0.005771 | -0.036882 | -0.03256 | -0.034148 | -0.067233 | -0.021192 | -0.026762 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
1 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
203847f2-22e9-4fcc-adee-de2c11ae9781
|
churn
| 0.825048 | 1 |
churn
| 0.278207 | 0.126938 | 0.041165 | 0.042249 | 0.086491 | 0.160231 | -0.010976 | 0.000418 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
11 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4ac00ecd-f80c-44b1-b76f-e44d40dba48c
|
no_churn
| 0.094243 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Female
| 58 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0d4b873d-7d5b-4c13-9d1b-cb87d49ac92b
|
no_churn
| 0.366026 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 40 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,775,200 |
3 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dda4bc19-f8f6-4769-9abf-254a858c691f
|
churn
| 0.366939 | 1 |
churn
| 0.100651 | -0.007702 | -0.005903 | -0.103438 | -0.027927 | 0.080176 | -0.026896 | -0.034595 |
Female
| 42 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,775,200 |
58 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3c6727f9-c10c-430e-805b-8d5858fedaa9
|
no_churn
| 0.0141 | 0 |
no_churn
| -0.061703 | -0.003821 | -0.014173 | -0.031787 | -0.022804 | -0.104335 | -0.014375 | -0.016029 |
Male
| 46 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,775,200 |
55 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2a503c54-99b7-4d8a-8def-d960e1da1c26
|
no_churn
| 0.015105 | 0 |
no_churn
| -0.051328 | -0.003152 | -0.012838 | -0.05756 | -0.018465 | -0.083116 | -0.014211 | -0.016689 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a18fbbd1-a9fb-4e49-b052-17de641829de
|
no_churn
| 0.603173 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 28 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,775,200 |
47 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ab196b9f-5f11-4e50-8325-25a92e09fa83
|
no_churn
| 0.007092 | 0 |
no_churn
| -0.03205 | -0.004982 | -0.010815 | -0.04698 | 0.007455 | -0.115299 | -0.027441 | -0.038914 |
Female
| 21 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,775,200 |
41 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0cd50b91-37a4-4e8e-b0f4-e021737cdd46
|
no_churn
| 0.01698 | 0 |
no_churn
| -0.036411 | -0.004287 | -0.011275 | -0.0509 | -0.028496 | -0.10619 | -0.012929 | -0.018538 |
Male
| 68 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,775,200 |
39 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ee49f928-7ffd-40ce-b93b-6d2bcf8ada48
|
no_churn
| 0.084078 | 0 |
no_churn
| -0.042288 | -0.004948 | -0.008553 | -0.084679 | -0.043269 | -0.040243 | -0.018597 | -0.026448 |
Female
| 32 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Doctor
| 1,671,775,200 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
ac961590-2ff3-4197-bf08-bc10f8cb463f
|
no_churn
| 0.043443 | 0 |
no_churn
| 0.007824 | -0.006575 | -0.024554 | -0.037441 | -0.042554 | -0.08327 | -0.024723 | -0.047733 |
Female
| 29 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,671,775,200 |
14 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4f8cc225-ee2b-40fd-93c3-19cde816a3dd
|
no_churn
| 0.009142 | 0 |
no_churn
| -0.03169 | -0.004937 | -0.012133 | -0.051209 | -0.029617 | -0.100055 | -0.01751 | -0.021876 |
Male
| 50 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
654a5885-c7e7-4f23-b767-0ec4c15dfada
|
churn
| 0.396786 | 1 |
churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 20 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,775,200 |
68 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d4ea428a-e92b-451a-9b23-5a9cf0f5e01a
|
no_churn
| 0.060683 | 0 |
no_churn
| -0.057459 | -0.002689 | 0.000126 | -0.047964 | 0.004378 | -0.071268 | -0.038937 | -0.051881 |
Female
| 36 |
No
|
Yes
|
Disabled
|
Urban
|
Master
| 1,671,775,200 |
3 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aa5d0e4f-1d21-4469-af7c-7bbf22f61a1c
|
churn
| 0.546521 | 1 |
churn
| 0.08708 | 0.042519 | 0.009868 | -0.098717 | -0.120838 | 0.09081 | -0.049885 | -0.035045 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,775,200 |
23 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7ca5e6ca-f5a6-4252-8dcf-52441a5d9399
|
no_churn
| 0.012935 | 0 |
no_churn
| -0.06045 | -0.004021 | -0.016169 | -0.033884 | 0.012815 | -0.094188 | -0.029364 | -0.043766 |
Male
| 73 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,775,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
77464ef9-da23-4d7c-b046-1761f4f8318d
|
no_churn
| 0.387835 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 51 |
Yes
|
No
|
Retired
|
Suburban
|
High School or Below
| 1,671,775,200 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
465c0f39-5b12-43af-a401-b6a25127309f
|
churn
| 0.54258 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 50 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,775,200 |
35 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed4c255b-3db0-450f-baa2-8e0271551bf2
|
no_churn
| 0.425186 | 0 |
no_churn
| -0.074028 | -0.045774 | -0.016909 | -0.077939 | -0.001452 | 0.057685 | -0.023785 | -0.036824 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,775,200 |
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