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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
891f016a-7c9d-49ef-aa50-de886cafea69
|
no_churn
| 0.004543 | 0 |
no_churn
| -0.11389 | -0.002714 | 0.001059 | -0.049495 | 0.033472 | -0.221916 | 0.041581 | 0.050876 |
Female
| 72 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,343,200 |
42 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
dbe7b406-5a8c-4f1a-8837-2c9b7c639517
|
churn
| 0.090657 | 1 |
churn
| -0.026076 | -0.006222 | -0.019062 | -0.065806 | -0.022031 | -0.113179 | 0.00943 | 0.053918 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,343,200 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
3eb2f13e-c5f0-4152-a9aa-e9be877129bc
|
no_churn
| 0.015854 | 0 |
no_churn
| -0.098594 | -0.004346 | -0.014907 | -0.014009 | -0.040464 | -0.122729 | 0.009007 | 0.017015 |
Female
| 42 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,343,200 |
67 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
6cb62544-ab30-4086-82a9-19d35d8e3b05
|
no_churn
| 0.095949 | 0 |
no_churn
| -0.12902 | -0.008143 | 0.024171 | 0.011568 | 0.043339 | 0.056006 | 0.040541 | 0.072514 |
Female
| 28 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
0f3cf1ea-55cb-418c-ac04-be260059784d
|
no_churn
| 0.193489 | 0 |
no_churn
| -0.067337 | -0.039677 | -0.00888 | -0.02478 | 0.023763 | -0.071749 | 0.035982 | 0.043652 |
Male
| 26 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,343,200 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
39ec9d5e-98ba-4641-93dd-eb913fdce5d9
|
no_churn
| 0.012876 | 0 |
no_churn
| -0.063793 | -0.003136 | -0.01162 | -0.015941 | -0.063105 | -0.162165 | 0.02766 | 0.023074 |
Male
| 62 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e7efddd7-ed03-4e1a-9684-d9d6ad7691c0
|
churn
| 0.365757 | 1 |
churn
| -0.02747 | -0.002827 | -0.100455 | -0.023757 | 0.078611 | 0.071994 | -0.069028 | 0.06762 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
49 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
09d259a9-8cd5-400b-a57c-2fdea0cac73f
|
churn
| 0.019104 | 0 |
no_churn
| -0.079944 | -0.00186 | -0.011801 | -0.070548 | 0.037144 | -0.190999 | 0.036431 | 0.062551 |
Male
| 73 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,671,343,200 |
13 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c7606a6-ff4c-43c9-9b9d-ee34053a8b2d
|
no_churn
| 0.235548 | 0 |
no_churn
| 0.091437 | -0.010978 | 0.073104 | 0.004708 | 0.003898 | 0.08889 | -0.017489 | -0.017921 |
Male
| 52 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
47 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
8fe85e14-e727-4a5c-89ac-225653f2fbfe
|
no_churn
| 0.021741 | 0 |
no_churn
| -0.042373 | -0.004028 | -0.00588 | -0.037105 | -0.0326 | -0.109791 | -0.017101 | -0.020148 |
Female
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
28cfdcdd-9722-404c-9aa4-9b80d6d9da3f
|
no_churn
| 0.044146 | 0 |
no_churn
| -0.050998 | -0.006795 | 0.013836 | -0.004209 | 0.017658 | -0.177653 | -0.028123 | -0.032741 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
15 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4033ae5a-3fce-46b3-a78c-176b57e84cfc
|
no_churn
| 0.064902 | 0 |
no_churn
| -0.034239 | -0.005785 | -0.04817 | -0.036779 | -0.02863 | -0.065818 | -0.020151 | -0.029455 |
Female
| 26 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
66 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
577ace5f-e11f-4bff-a00f-c2f632ed581f
|
no_churn
| 0.031882 | 0 |
no_churn
| -0.038602 | -0.006458 | -0.000772 | -0.038568 | -0.030678 | -0.087034 | -0.020732 | -0.026182 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
18 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
04576a7e-a26c-4315-9bd8-689ab2601bc3
|
no_churn
| 0.062462 | 0 |
no_churn
| -0.044237 | -0.006204 | -0.034929 | -0.018206 | -0.000261 | -0.083025 | -0.040512 | -0.041653 |
Female
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
97619031-ff16-4aa8-8586-7413fb4a0508
|
no_churn
| 0.012554 | 0 |
no_churn
| -0.079434 | 0.004591 | -0.003499 | -0.01804 | -0.028265 | -0.121278 | -0.010996 | -0.012105 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,671,343,200 |
17 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
47dfb4dd-de05-4543-b0e3-76281ebc8f17
|
no_churn
| 0.054763 | 0 |
no_churn
| 0.086151 | -0.003341 | 0.031356 | 0.008487 | 0.023917 | -0.23339 | -0.035943 | -0.056264 |
Female
| 65 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,671,343,200 |
7 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
66d7d8d9-15d3-416d-bb86-3a8c2d820179
|
no_churn
| 0.11823 | 0 |
no_churn
| 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 |
Male
| 61 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,671,343,200 |
27 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
27749c5b-f7d1-4f0f-9534-875190dacd39
|
no_churn
| 0.036226 | 0 |
no_churn
| -0.065417 | -0.005162 | -0.025089 | -0.028537 | -0.029959 | -0.071002 | -0.020804 | -0.023057 |
Female
| 21 |
No
|
Yes
|
Medical Leave
|
Suburban
|
Master
| 1,671,343,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5f7adf7-3aff-4d7d-9b91-141ae68da8e9
|
churn
| 0.451323 | 1 |
churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
3 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
95455bd6-15e6-459b-9051-4d472d5b084a
|
churn
| 0.495278 | 1 |
churn
| 0.065264 | -0.010272 | -0.031141 | -0.110485 | -0.147547 | 0.055669 | -0.047543 | -0.038972 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
58 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
4ddf4463-547d-4500-87b5-4cd91acf3958
|
no_churn
| 0.011525 | 0 |
no_churn
| -0.049071 | -0.003753 | 0.011006 | -0.006445 | 0.020707 | -0.167949 | -0.034846 | -0.038675 |
Male
| 39 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7cac903f-5855-4b63-aeff-a86cd8994b00
|
no_churn
| 0.358426 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 69 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
25 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
6cd03051-1de7-4796-9de6-5fca47bf5218
|
no_churn
| 0.089175 | 0 |
no_churn
| -0.047271 | -0.003136 | -0.015826 | -0.039101 | 0.011133 | -0.073901 | -0.035925 | -0.065 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
2b46b765-a7ed-461b-8f28-f2b4fe446518
|
no_churn
| 0.019735 | 0 |
no_churn
| 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
41 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b32ca8d4-5d50-4e57-b8f1-be7e6ca09ae8
|
no_churn
| 0.049689 | 0 |
no_churn
| -0.037379 | -0.004548 | -0.018324 | -0.046288 | -0.017796 | -0.070552 | -0.020705 | -0.053434 |
Female
| 61 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
71 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
73bc5919-fe0e-473a-8ea3-b496df6a1bb7
|
no_churn
| 0.003962 | 0 |
no_churn
| -0.058453 | -0.00337 | -0.013227 | -0.031635 | -0.012488 | -0.125123 | -0.010111 | -0.014619 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85d9ee64-796a-4191-94ab-5158bacd9e4c
|
churn
| 0.315468 | 1 |
churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Female
| 30 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5553d94c-fd20-4767-a490-5c8b4fae3a59
|
no_churn
| 0.002295 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 50 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
30 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
5213d3c6-dfe5-4308-a167-50860c230e23
|
no_churn
| 0.253877 | 0 |
no_churn
| -0.06135 | -0.002862 | 0.014489 | -0.040349 | 0.023492 | 0.096093 | 0.059405 | 0.010246 |
Male
| 49 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,343,200 |
64 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
ec350c62-dfbc-4793-aecc-a39868ef8917
|
churn
| 0.10018 | 0 |
no_churn
| -0.131447 | -0.002454 | -0.003516 | 0.006 | 0.026247 | -0.233006 | 0.0399 | 0.04925 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
049860d5-b6bf-4e76-8364-0cb7db5765cf
|
no_churn
| 0.012395 | 0 |
no_churn
| -0.084165 | -0.003952 | 0.002304 | -0.019774 | -0.056281 | -0.143697 | 0.012268 | 0.02427 |
Female
| 67 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
35 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
3d805de4-86fe-4f31-96a9-ff49f0d9e46d
|
no_churn
| 0.243999 | 0 |
no_churn
| -0.129637 | -0.002784 | 0.087098 | -0.032106 | 0.051739 | 0.08339 | 0.125037 | 0.064249 |
Female
| 70 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
28 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f72f1c13-5792-4792-9513-48b4d3fbaa6e
|
no_churn
| 0.619187 | 0 |
no_churn
| 0.027442 | -0.00176 | 0.091644 | -0.019201 | 0.123099 | 0.129508 | 0.166986 | 0.133255 |
Female
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
40 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
a7362db6-4e00-4b94-9b19-2e720273b9f4
|
no_churn
| 0.289238 | 0 |
no_churn
| -0.098064 | -0.005065 | 0.001432 | -0.026749 | -0.022605 | -0.138799 | -0.017141 | 0.045464 |
Male
| 71 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
fd434035-cc8c-4a2c-bf42-ed8651974ccb
|
no_churn
| 0.010934 | 0 |
no_churn
| -0.136293 | -0.002254 | 0.005525 | 0.000384 | 0.023249 | -0.229037 | 0.026686 | 0.042714 |
Male
| 73 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,343,200 |
41 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
c580b2ca-8d81-4d9d-a62d-16cb6c8141e7
|
churn
| 0.215179 | 1 |
churn
| -0.068538 | -0.006035 | 0.012025 | -0.060655 | -0.008946 | 0.089406 | 0.032468 | 0.068535 |
Male
| 32 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
35 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
e6cc100c-1221-44df-a3f5-9d4ec8965ac9
|
churn
| 0.30658 | 0 |
no_churn
| -0.023039 | -0.00137 | -0.038386 | 0.038839 | -0.026496 | 0.015219 | 0.055758 | 0.07045 |
Female
| 27 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,343,200 |
36 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
a74677c7-d0e8-4043-898b-621b247ada34
|
no_churn
| 0.22452 | 0 |
no_churn
| -0.069968 | -0.002959 | 0.011943 | -0.025259 | -0.041137 | -0.207474 | 0.038005 | 0.027822 |
Female
| 54 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
67 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
de32f9ed-54fb-40fc-80a6-af2e024023a8
|
no_churn
| 0.219142 | 0 |
no_churn
| -0.095354 | -0.00318 | 0.00705 | -0.010114 | -0.054865 | -0.058073 | 0.01682 | 0.038689 |
Female
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
49 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
5185b214-5404-4e79-8880-4893c6670cbd
|
no_churn
| 0.268695 | 0 |
no_churn
| -0.063759 | -0.01562 | 0.006564 | -0.092833 | -0.039617 | -0.103726 | 0.01286 | 0.047105 |
Male
| 48 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
dd00b518-00c9-4071-a367-c22afb2892d9
|
no_churn
| 0.165042 | 0 |
no_churn
| -0.053299 | -0.002526 | 0.024836 | -0.047926 | 0.009234 | -0.037674 | -0.000413 | 0.058742 |
Female
| 38 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,671,343,200 |
29 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
fb886236-a77a-4776-b15a-4f527ee024ab
|
no_churn
| 0.35116 | 0 |
no_churn
| -0.121865 | -0.005039 | -0.077926 | -0.053209 | 0.037712 | 0.051531 | -0.019256 | -0.024308 |
Female
| 72 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,671,343,200 |
45 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
7fd22115-0d7f-45a9-b52b-a6fd0ad3b222
|
no_churn
| 0.332746 | 0 |
no_churn
| -0.143193 | -0.002334 | -0.016569 | -0.033835 | -0.032841 | -0.091972 | 0.024562 | 0.037157 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
49 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
10fd4c60-abe0-4dc7-aa22-d5e69da796af
|
no_churn
| 0.210896 | 0 |
no_churn
| -0.130761 | -0.00323 | -0.095219 | 0.042494 | -0.053695 | -0.050978 | 0.028261 | 0.044102 |
Male
| 58 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
65 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
a3c3fc18-a819-4164-91b5-7d4613fb4251
|
no_churn
| 0.075163 | 0 |
no_churn
| -0.125713 | -0.001773 | -0.022429 | -0.016881 | 0.009058 | -0.108325 | 0.00831 | 0.028727 |
Male
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,343,200 |
15 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c80db7cc-bb94-4e5c-8c19-e25c847749fb
|
churn
| 0.801168 | 1 |
churn
| -0.035591 | -0.005747 | -0.115055 | -0.074662 | -0.005671 | 0.074011 | -0.089389 | 0.013077 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
aa04276d-73f8-4e3c-bfe8-7e1a4272c977
|
no_churn
| 0.013261 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Female
| 32 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
42 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
986ff5ae-de4b-4b06-938a-57c6331e4077
|
churn
| 0.517907 | 1 |
churn
| 0.108098 | -0.003588 | 0.076048 | 0.111978 | 0.056884 | 0.158047 | 0.15554 | 0.060467 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
e4e35925-eeac-43fb-bd14-1944b8ddd321
|
no_churn
| 0.049382 | 0 |
no_churn
| -0.154691 | -0.002689 | 0.002851 | 0.027915 | -0.030858 | -0.15072 | 0.015808 | 0.023357 |
Male
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
46 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
58fe0272-c4c9-468b-8a35-114493eecb5f
|
no_churn
| 0.090892 | 0 |
no_churn
| -0.091649 | -0.001528 | -0.023897 | -0.036883 | -0.005977 | -0.127768 | 0.014997 | 0.033679 |
Female
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
46 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
207f0755-bb48-4ef6-80f8-5c3a205a0bdf
|
no_churn
| 0.048103 | 0 |
no_churn
| -0.082963 | -0.002279 | 0.026449 | 0.049551 | 0.037577 | -0.197672 | 0.032361 | 0.057949 |
Male
| 21 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,671,343,200 |
14 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
814677e7-646d-4064-aa2b-298369701cdb
|
churn
| 0.481595 | 1 |
churn
| 0.017971 | -0.005003 | 0.013938 | 0.139712 | 0.007479 | -0.025949 | 0.052887 | 0.088939 |
Male
| 33 |
No
|
Yes
|
Medical Leave
|
Rural
|
High School or Below
| 1,671,343,200 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
869ff74c-5350-425a-9b95-f4f1bc2970d9
|
no_churn
| 0.078629 | 0 |
no_churn
| -0.197239 | -0.004329 | -0.092479 | 0.010568 | 0.034353 | 0.043069 | -0.027009 | -0.025961 |
Female
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
43 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dfc2f9c1-654c-4caf-ab6e-e15fd678169c
|
no_churn
| 0.399598 | 0 |
no_churn
| -0.104973 | -0.002841 | 0.013663 | 0.0601 | 0.030121 | 0.085734 | -0.045485 | -0.054534 |
Male
| 67 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,343,200 |
11 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b21b04c-3f28-493f-a999-0168b7b58f1a
|
churn
| 0.622459 | 1 |
churn
| 0.049644 | -0.000795 | 0.027976 | 0.040162 | 0.014262 | 0.130265 | -0.038466 | -0.044443 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,343,200 |
54 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
1fdf2702-fff6-4c0c-9939-245486a9d29e
|
no_churn
| 0.083611 | 0 |
no_churn
| -0.098115 | -0.003899 | -0.029824 | 0.018517 | -0.043318 | -0.058732 | -0.029158 | -0.024497 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91e99f5f-88ce-4219-84d0-d528b676fc94
|
churn
| 0.586835 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 43 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7791c5b1-1c16-41ff-b09a-756b0332ef0b
|
no_churn
| 0.153178 | 0 |
no_churn
| -0.077381 | -0.002745 | 0.021868 | 0.042696 | 0.001227 | -0.174105 | -0.027793 | -0.01946 |
Female
| 80 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
57 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
09cf3bff-5dde-4153-8834-8e1d02e032a6
|
no_churn
| 0.028376 | 0 |
no_churn
| -0.055629 | -0.002839 | -0.009921 | 0.047195 | -0.033623 | -0.119766 | -0.031372 | -0.053071 |
Male
| 64 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
5 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e4e8d2fc-4e49-49fd-bce4-fe406de32cda
|
churn
| 0.699851 | 1 |
churn
| 0.026585 | -0.010039 | -0.069926 | 0.058021 | -0.158469 | 0.051783 | -0.040961 | -0.049354 |
Female
| 75 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,343,200 |
48 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
e28b421d-b96c-4c77-8308-97e155216088
|
no_churn
| 0.10872 | 0 |
no_churn
| -0.071164 | -0.002384 | 0.034326 | -0.138246 | 0.034343 | -0.111878 | 0.068405 | 0.067571 |
Male
| 32 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e6509fc0-9bc4-4106-b8e0-86e8f817ddcb
|
churn
| 0.722808 | 1 |
churn
| 0.323946 | -0.00903 | -0.021436 | -0.022362 | -0.067798 | 0.149798 | 0.162789 | 0.049409 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
10 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
55338509-3f87-41af-a007-82bc05c6f5be
|
no_churn
| 0.45958 | 0 |
no_churn
| -0.000016 | 0.020535 | -0.060107 | -0.100365 | -0.019387 | 0.078756 | -0.035775 | 0.055667 |
Male
| 32 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
68 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
23414c69-0856-460f-b693-f2612b91aa17
|
no_churn
| 0.026529 | 0 |
no_churn
| -0.122756 | -0.01042 | -0.019366 | -0.00231 | 0.019316 | -0.17554 | 0.027306 | 0.044743 |
Female
| 21 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
6c02cfc7-fb3a-44b3-8749-190731ad2056
|
no_churn
| 0.400728 | 0 |
no_churn
| -0.07559 | -0.001942 | -0.058587 | -0.037416 | 0.001403 | 0.080407 | 0.029289 | 0.05541 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,343,200 |
53 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6165c9a3-600a-4b37-838c-f86919370eae
|
no_churn
| 0.134205 | 0 |
no_churn
| -0.061677 | 0.098619 | 0.029652 | 0.017125 | -0.006746 | 0.077754 | 0.162971 | 0.073275 |
Female
| 44 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
55 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
25a9ce97-0671-40ad-ac28-ded3bae081b2
|
no_churn
| 0.196924 | 0 |
no_churn
| -0.044498 | 0.024281 | -0.000778 | -0.003309 | -0.01075 | -0.028843 | 0.060707 | 0.044164 |
Female
| 44 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
35 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
087f4036-fe23-4789-9b79-1874704b1441
|
no_churn
| 0.316177 | 0 |
no_churn
| -0.083779 | 0.061089 | 0.026919 | 0.038419 | -0.00332 | 0.094002 | 0.072809 | 0.064835 |
Male
| 58 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
54 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
61175372-cf9a-4670-923d-c30f4f8885ef
|
no_churn
| 0.227776 | 0 |
no_churn
| -0.081181 | -0.007416 | -0.018441 | -0.07619 | -0.065699 | -0.043645 | 0.016249 | 0.027299 |
Male
| 46 |
No
|
Yes
|
Retired
|
Suburban
|
Master
| 1,671,343,200 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
008821ff-fe04-4188-96a5-beb80fec45e5
|
no_churn
| 0.696204 | 0 |
no_churn
| 0.171774 | 0.059765 | -0.015713 | -0.04874 | -0.036044 | 0.138407 | -0.074195 | -0.001779 |
Female
| 56 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,671,343,200 |
2 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
f3716ef9-98fe-4a36-bd09-f296c9009f6d
|
no_churn
| 0.537529 | 0 |
no_churn
| 0.110349 | -0.006372 | -0.084263 | -0.008125 | 0.060544 | 0.111302 | 0.010934 | 0.09666 |
Male
| 64 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
31 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
47802121-707d-4bf1-9974-650e852c3335
|
no_churn
| 0.117986 | 0 |
no_churn
| -0.075512 | -0.005409 | -0.02167 | -0.003644 | 0.044416 | -0.122912 | 0.009505 | 0.056199 |
Male
| 76 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,343,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8c4013e6-8cde-4c31-b2b5-8dd47de3a5f7
|
churn
| 0.330462 | 1 |
churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Female
| 66 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
803b338c-49a1-4b0a-963a-57af6fa3e22a
|
no_churn
| 0.168123 | 0 |
no_churn
| 0.072442 | -0.01467 | -0.037415 | -0.07052 | 0.060746 | 0.090977 | -0.00698 | 0.004717 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9aecf18b-d3aa-41b4-9afe-71728eaa6c5d
|
no_churn
| 0.347262 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 63 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
36 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
724245c6-b00f-4f78-af82-657f6812c197
|
no_churn
| 0.019991 | 0 |
no_churn
| -0.063752 | 0.019465 | 0.000944 | -0.029612 | -0.04427 | -0.1225 | -0.012798 | -0.016503 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
43 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
cd8548fa-f591-46ba-ba51-c8b765937f71
|
no_churn
| 0.013121 | 0 |
no_churn
| -0.029784 | -0.003055 | -0.017556 | -0.039837 | 0.018903 | -0.128984 | -0.036683 | -0.032029 |
Male
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
69 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a10a29a0-f1af-41e9-b29a-cdc63f44e3e3
|
no_churn
| 0.005955 | 0 |
no_churn
| -0.057608 | -0.003558 | -0.021153 | -0.018399 | 0.002759 | -0.127644 | -0.018272 | -0.025151 |
Female
| 30 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a17999f-59dd-4265-907a-fcf6e02a51d4
|
churn
| 0.530062 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
17 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5ca4ac53-dd5f-4e99-a42c-69e8bcc5e419
|
no_churn
| 0.039017 | 0 |
no_churn
| 0.033629 | -0.006748 | -0.01096 | -0.027631 | -0.009338 | -0.159324 | -0.037516 | -0.041138 |
Male
| 58 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1dde75ea-7a0d-4b5c-b550-ed70f84907b9
|
no_churn
| 0.305014 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 35 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6efa4cee-2d9b-40c5-a461-4f7db315ab67
|
churn
| 0.527485 | 1 |
churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 39 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
419413f2-966a-4490-b69f-007f24c5cdb9
|
churn
| 0.057823 | 1 |
churn
| 0.011398 | -0.0053 | -0.030038 | -0.016063 | -0.034266 | -0.097777 | -0.029776 | -0.031538 |
Male
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,671,343,200 |
12 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c6d262d8-09b6-4252-a4c2-97b51ed7ab84
|
no_churn
| 0.088052 | 0 |
no_churn
| 0.022361 | -0.004476 | -0.061592 | -0.014264 | -0.035641 | 0.037441 | -0.011759 | -0.009565 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b64c50e1-e310-4fc6-8b49-d255075acf70
|
no_churn
| 0.030883 | 0 |
no_churn
| -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 |
Male
| 24 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
70 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
574e993f-c19e-4ac3-a0dc-a51c76c33bfb
|
no_churn
| 0.069995 | 0 |
no_churn
| -0.140686 | 0.020318 | 0.002621 | -0.009104 | -0.01192 | -0.072502 | -0.023374 | -0.024378 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
b0eb6533-dce9-4301-ba6c-327b55526f60
|
no_churn
| 0.002468 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Female
| 23 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,343,200 |
5 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6146cf0a-8a34-4b69-be2e-6cceb8f9f966
|
no_churn
| 0.168585 | 0 |
no_churn
| 0.049937 | -0.013795 | -0.045202 | -0.00365 | -0.092594 | 0.06246 | -0.035469 | -0.029173 |
Female
| 34 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,343,200 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5872390-90eb-4656-8ee2-02ec3915910c
|
no_churn
| 0.277638 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
67 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
f7ffdaf2-c8ea-405f-b020-edbd2ad8fa06
|
no_churn
| 0.007659 | 0 |
no_churn
| -0.057532 | -0.003515 | 0.002799 | -0.031321 | -0.000221 | -0.120897 | -0.024906 | -0.033435 |
Male
| 69 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b3a586b-e94b-48fd-871c-1060e4d9868b
|
churn
| 0.510258 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
13 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
fda4ffdd-f516-4913-a4a6-e1b69e445c9d
|
no_churn
| 0.010162 | 0 |
no_churn
| -0.018804 | -0.006178 | -0.010269 | -0.052354 | 0.011594 | -0.115474 | -0.033118 | -0.044422 |
Female
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,343,200 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
7a330d69-b03b-4ab3-a153-37c4245974d0
|
no_churn
| 0.014723 | 0 |
no_churn
| -0.058347 | -0.00493 | -0.010333 | -0.01688 | -0.001355 | -0.100685 | -0.02932 | -0.047176 |
Male
| 41 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,343,200 |
5 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
3528ecfb-0919-47e6-88fe-2968321d0c0f
|
no_churn
| 0.073119 | 0 |
no_churn
| 0.013379 | -0.010563 | -0.016229 | -0.044498 | -0.038495 | -0.075764 | -0.040683 | -0.041174 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,343,200 |
3 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d988040-a64d-4e94-a4e1-5f29248daf98
|
no_churn
| 0.378573 | 0 |
no_churn
| 0.133638 | 0.105985 | 0.040152 | -0.002117 | 0.032965 | 0.113468 | -0.016079 | -0.003595 |
Female
| 40 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,671,343,200 |
52 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
446976bf-f729-491d-aa5c-fb150269249c
|
no_churn
| 0.01506 | 0 |
no_churn
| -0.064691 | -0.003766 | -0.010049 | -0.028015 | -0.032314 | -0.097437 | -0.014116 | -0.018639 |
Male
| 72 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,343,200 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1cf7d438-a3b4-437b-b09a-b71cb14df6b5
|
no_churn
| 0.291028 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Female
| 63 |
No
|
Yes
|
Retired
|
Rural
|
Bachelor
| 1,671,343,200 |
48 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
22ffe5bf-9f0b-4d20-b8e6-25c67c237655
|
no_churn
| 0.009223 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Female
| 39 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,343,200 |
61 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
93f81719-d186-4b85-9672-cabc972ddc02
|
no_churn
| 0.019408 | 0 |
no_churn
| -0.046802 | -0.003632 | -0.008735 | -0.047937 | -0.017657 | -0.09878 | -0.017734 | -0.017748 |
Male
| 56 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,671,343,200 |
60 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d06e9aaa-ac5b-4f72-940c-2eb53ed40dbd
|
no_churn
| 0.027776 | 0 |
no_churn
| -0.050633 | -0.003662 | -0.014152 | -0.028404 | -0.019861 | -0.124809 | -0.012793 | -0.014713 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,343,200 |
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