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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
9483a1af-cb0c-42ea-b282-300db300a9c7
|
no_churn
| 0.024147 | 0 |
no_churn
| -0.072527 | -0.003378 | 0.001216 | -0.026049 | -0.006198 | -0.107816 | -0.018698 | -0.035577 |
Male
| 44 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,861,600 |
21 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
818e4080-b852-4dd6-a37a-50c573d18aee
|
churn
| 0.61996 | 1 |
churn
| 0.004569 | -0.004441 | 0.035082 | 0.123026 | 0.139051 | 0.132539 | 0.140892 | 0.140256 |
Male
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
71 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
4b75f190-10bc-4e3a-95ce-6f35a67627ac
|
no_churn
| 0.064607 | 0 |
no_churn
| -0.097947 | -0.002963 | 0.024782 | -0.033041 | 0.023367 | -0.137178 | 0.057878 | 0.052816 |
Male
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
70 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
8e569fa6-2598-456c-8dbc-1eee1ea3e578
|
no_churn
| 0.080517 | 0 |
no_churn
| -0.07432 | -0.003366 | 0.009526 | -0.026539 | -0.036325 | -0.147122 | -0.00566 | 0.014779 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
f5e0bbd5-50ce-472c-874c-e9f3e8bb2a9c
|
no_churn
| 0.124625 | 0 |
no_churn
| -0.079694 | -0.004132 | -0.002168 | -0.010962 | -0.077768 | -0.113406 | 0.009435 | 0.029668 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
2d9fe57a-49fd-40aa-8339-5226593055fe
|
no_churn
| 0.014194 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Female
| 24 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
29 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e6cc98b1-8ff0-4f55-a476-022de5ac18c0
|
churn
| 0.497561 | 1 |
churn
| 0.001088 | -0.002155 | 0.111315 | 0.088973 | 0.048708 | 0.122046 | 0.076029 | 0.051633 |
Female
| 68 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,671,861,600 |
6 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
879d20f0-aaad-47e5-99bd-50665d777e12
|
churn
| 0.806531 | 1 |
churn
| 0.155955 | -0.001509 | -0.009158 | 0.132294 | -0.047696 | 0.082159 | 0.069808 | 0.089121 |
Female
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
74e490b1-0a44-40bc-9afa-a68ea0d37597
|
no_churn
| 0.123224 | 0 |
no_churn
| -0.124172 | -0.003034 | -0.005519 | -0.043775 | -0.051516 | -0.075298 | 0.00724 | 0.027047 |
Female
| 31 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
43 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
<50hrs
|
Active
|
0ce15e8f-f086-47a1-84c8-05ca5853a638
|
churn
| 0.344688 | 1 |
churn
| 0.093454 | -0.001421 | 0.080332 | 0.181604 | 0.062949 | -0.0436 | 0.158116 | 0.10954 |
Male
| 57 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,861,600 |
53 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
9c1acf85-a866-48d4-91d1-6e1a2fb4c024
|
no_churn
| 0.148624 | 0 |
no_churn
| 0.020788 | -0.003824 | 0.063225 | -0.007266 | 0.016578 | -0.160366 | 0.011008 | 0.070831 |
Male
| 47 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
71 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
2c6dc971-b6ef-4059-aa40-def6aaa3bd0e
|
no_churn
| 0.030244 | 0 |
no_churn
| -0.11878 | -0.002969 | -0.079824 | 0.011375 | 0.01287 | -0.105235 | 0.019822 | 0.03688 |
Female
| 70 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
002aa856-853a-4aa5-b1d6-c4db64ca46a5
|
no_churn
| 0.257173 | 0 |
no_churn
| -0.149334 | -0.003619 | 0.007079 | 0.037152 | -0.090572 | -0.108849 | 0.018263 | 0.020854 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
58 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
49311a62-e622-4ed2-aed4-ef0b3aae4dde
|
no_churn
| 0.132654 | 0 |
no_churn
| 0.068178 | -0.000466 | 0.095411 | 0.12736 | 0.107693 | -0.065747 | 0.137457 | 0.121088 |
Male
| 29 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,671,861,600 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
93917992-f73a-4589-8f49-700d00b713a7
|
churn
| 0.188674 | 1 |
churn
| -0.064032 | -0.001377 | 0.033985 | 0.030596 | 0.000508 | -0.217074 | 0.006436 | 0.055266 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
afe8b715-b30d-4a94-8a92-d54fbe7b9c2b
|
no_churn
| 0.033562 | 0 |
no_churn
| -0.157379 | -0.003192 | 0.006919 | 0.03463 | -0.050445 | -0.147903 | 0.023061 | 0.025284 |
Male
| 78 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
14 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9e93f971-2c38-4d8b-909d-bd568cd4e935
|
no_churn
| 0.388559 | 0 |
no_churn
| -0.050919 | -0.008827 | 0.046606 | 0.028788 | -0.135555 | 0.06312 | -0.028596 | -0.030592 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
33 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
651f8f26-5976-4b2e-a67a-564300796b68
|
no_churn
| 0.018471 | 0 |
no_churn
| 0.024041 | -0.001579 | -0.010069 | 0.088645 | 0.026005 | -0.139266 | -0.008911 | -0.007891 |
Male
| 45 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
70 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
c27a677e-10b5-41ea-841c-9e74774f69db
|
churn
| 0.052957 | 0 |
no_churn
| -0.065899 | -0.00256 | -0.0778 | 0.042891 | 0.003674 | -0.089865 | -0.008091 | -0.005711 |
Male
| 72 |
Yes
|
Yes
|
Medical Leave
|
Urban
|
College
| 1,671,861,600 |
51 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d34987ba-4b09-4651-ae0b-4db544d3f357
|
no_churn
| 0.315069 | 0 |
no_churn
| -0.154632 | -0.004763 | 0.039473 | 0.044841 | -0.167606 | 0.034391 | -0.028003 | -0.017061 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
71 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
54257a85-5da6-436f-9e9d-dc85483e9e18
|
no_churn
| 0.010686 | 0 |
no_churn
| -0.10852 | -0.002999 | -0.022617 | 0.02733 | -0.01886 | -0.1071 | -0.008136 | -0.011457 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
23 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
11be666b-0c23-4a38-abfb-7755196ee417
|
no_churn
| 0.167607 | 0 |
no_churn
| -0.127402 | -0.006158 | -0.124373 | 0.037688 | -0.043716 | 0.041305 | -0.017879 | -0.015811 |
Female
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
35 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b3b23540-15f4-4300-9aed-e7ad17d4fb74
|
no_churn
| 0.21152 | 0 |
no_churn
| -0.015708 | -0.003731 | 0.060514 | 0.157794 | 0.066031 | 0.116547 | 0.007508 | -0.013096 |
Male
| 77 |
No
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,671,861,600 |
2 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
986dfc22-9165-4600-b361-c5d3979e791e
|
churn
| 0.786088 | 1 |
churn
| 0.216638 | 0.000726 | -0.027358 | -0.038903 | 0.050861 | 0.151907 | 0.120404 | 0.108866 |
Female
| 62 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,861,600 |
6 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
31e49e7e-d571-47cc-9213-8abb1924456a
|
no_churn
| 0.379834 | 0 |
no_churn
| 0.091266 | -0.000975 | 0.025178 | 0.014412 | 0.097126 | 0.105886 | 0.066821 | 0.074594 |
Male
| 68 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,861,600 |
2 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
9654ce16-58f2-4475-b392-ad53c3541009
|
churn
| 0.564451 | 1 |
churn
| 0.277682 | 0.074104 | 0.041916 | -0.009293 | -0.016191 | 0.176651 | 0.106744 | 0.069361 |
Female
| 26 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,861,600 |
67 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
7d12e620-ebad-4492-8e9b-b9bd4b6fc182
|
no_churn
| 0.032877 | 0 |
no_churn
| -0.117937 | -0.005526 | -0.018255 | -0.007616 | 0.025142 | -0.181206 | 0.022005 | 0.034367 |
Male
| 44 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
25 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
75203aa7-e922-4cd1-b24a-3839d2548c82
|
no_churn
| 0.099502 | 0 |
no_churn
| -0.006577 | -0.02546 | -0.007111 | -0.036079 | 0.070183 | -0.115756 | 0.023989 | 0.069784 |
Male
| 38 |
Yes
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,861,600 |
32 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
070ba2c6-7a8a-45d5-a3ff-2422073ed5ff
|
no_churn
| 0.155149 | 0 |
no_churn
| 0.007642 | -0.003805 | 0.012522 | -0.007325 | 0.071489 | -0.106916 | 0.061683 | 0.065684 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,861,600 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
3e8b36ed-8d6a-4e4a-8113-018b152334f2
|
no_churn
| 0.142866 | 0 |
no_churn
| 0.03714 | -0.00431 | 0.058184 | 0.060996 | 0.10373 | -0.111993 | 0.138157 | 0.08907 |
Male
| 76 |
No
|
Yes
|
Employed
|
Rural
|
Doctor
| 1,671,861,600 |
7 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
05d2e1c9-9c1b-4d73-b9b1-2e998da0213a
|
churn
| 0.533893 | 1 |
churn
| 0.143473 | -0.007425 | 0.01093 | -0.000825 | 0.13686 | 0.113137 | 0.061532 | 0.051292 |
Male
| 69 |
No
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,671,861,600 |
2 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f5c88edc-17d1-4a50-b3da-d13a4c358606
|
no_churn
| 0.310735 | 0 |
no_churn
| 0.186715 | -0.006255 | -0.04176 | -0.046946 | 0.091188 | 0.118904 | 0.042012 | 0.107822 |
Female
| 51 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,861,600 |
66 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
4f4ca2ed-7269-4955-90be-0adff355df2a
|
no_churn
| 0.085867 | 1 |
churn
| -0.07693 | -0.001328 | 0.005898 | 0.002933 | -0.009696 | -0.254779 | 0.032794 | 0.05208 |
Male
| 56 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
16 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
2f207f46-275a-4251-9a16-fe97c7e4b99b
|
no_churn
| 0.283054 | 0 |
no_churn
| 0.169643 | -0.004376 | 0.072239 | 0.01409 | 0.174904 | 0.144816 | 0.103072 | 0.046586 |
Male
| 66 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
f87fa8d8-5184-490c-bf10-bad8c360ce3d
|
no_churn
| 0.077097 | 0 |
no_churn
| 0.003372 | -0.005988 | -0.053718 | -0.01607 | 0.034069 | -0.167785 | 0.007404 | 0.044857 |
Male
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,671,861,600 |
59 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
3c3679b4-2377-4523-92ab-18bf6a559904
|
no_churn
| 0.392834 | 0 |
no_churn
| -0.141855 | -0.007601 | -0.007545 | -0.079908 | -0.092947 | 0.038809 | 0.015161 | 0.00686 |
Male
| 37 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
1f1ca5f7-b4f4-47ad-8d24-9383c46743c0
|
churn
| 0.650341 | 1 |
churn
| 0.297678 | 0.03494 | 0.003566 | 0.022851 | 0.095175 | 0.175478 | 0.048824 | 0.038461 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
dd016e92-700b-4bd3-a10f-d101bfd1a69e
|
churn
| 0.330058 | 1 |
churn
| -0.098048 | 0.002195 | -0.003539 | -0.013001 | -0.050829 | -0.137602 | 0.011723 | 0.020074 |
Male
| 64 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
41 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e5fe7c16-7a5b-410f-be00-ca637ca47e2f
|
no_churn
| 0.007771 | 0 |
no_churn
| -0.019136 | -0.004313 | -0.00288 | -0.053229 | -0.045738 | -0.112156 | -0.014896 | -0.016678 |
Female
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6f5fc095-6277-4c3c-a892-51bbfb1fc128
|
no_churn
| 0.619432 | 0 |
no_churn
| 0.24186 | 0.054012 | 0.027869 | -0.04414 | -0.112285 | 0.132537 | -0.044866 | -0.039967 |
Male
| 52 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
46 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2378a5b7-176d-4232-97e3-d80d87c00644
|
no_churn
| 0.030843 | 0 |
no_churn
| -0.082143 | -0.009643 | -0.016665 | -0.03654 | -0.017809 | -0.059422 | -0.018196 | -0.028608 |
Female
| 73 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c70b39dd-5748-4841-8b9a-685131b7b070
|
no_churn
| 0.248691 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 35 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
60 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a800877e-4fc0-4f0b-9cbc-cd3076d3eef1
|
no_churn
| 0.014979 | 0 |
no_churn
| -0.057882 | -0.003723 | -0.01393 | -0.024385 | 0.006264 | -0.121085 | -0.026745 | -0.027541 |
Female
| 60 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb93089f-b02f-4bdf-bb1f-7bace8c8ca23
|
churn
| 0.292214 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
44 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f3feb0a0-fb4f-4941-b1c9-ccecfdf4523a
|
no_churn
| 0.008835 | 0 |
no_churn
| -0.069214 | -0.004276 | -0.01471 | -0.035615 | -0.018896 | -0.093411 | -0.016373 | -0.01653 |
Female
| 20 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
375f334c-7e6c-43d4-ba67-7e0b9d9e8dc8
|
no_churn
| 0.004696 | 0 |
no_churn
| 0.00018 | -0.00194 | 0.028758 | -0.014511 | -0.017909 | -0.167712 | -0.021701 | -0.015526 |
Male
| 56 |
Yes
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,671,861,600 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4cf16968-27be-4db3-b807-d2e0ade336ae
|
no_churn
| 0.018848 | 0 |
no_churn
| -0.062744 | -0.00331 | -0.011598 | -0.020987 | -0.027382 | -0.065958 | -0.027294 | -0.049753 |
Male
| 32 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
25 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
43f3e70b-61b1-4034-81eb-f409a9f8112f
|
no_churn
| 0.073295 | 0 |
no_churn
| -0.032077 | -0.007469 | -0.025768 | -0.04159 | 0.004409 | -0.087116 | -0.037749 | -0.041665 |
Female
| 49 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
35 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6a49e352-cc06-42f7-9bd9-a4e6b57ad12d
|
no_churn
| 0.054265 | 0 |
no_churn
| -0.114374 | -0.008516 | -0.046258 | -0.058378 | -0.023901 | 0.033801 | -0.030079 | -0.015988 |
Male
| 22 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
8 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
094f03f1-afa0-4cda-9443-4aafb7695038
|
no_churn
| 0.152886 | 0 |
no_churn
| -0.020989 | -0.016975 | -0.038892 | -0.055839 | -0.105274 | 0.024341 | -0.033806 | -0.021592 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb45c78b-7600-48b9-9e6b-27e55cba9dba
|
no_churn
| 0.105236 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,861,600 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cf6fb5de-c00a-4cdf-b01d-0f14ed1b5ac9
|
no_churn
| 0.064402 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Female
| 80 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
27 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ca6f13e6-5607-4718-96d0-c0b5550d778d
|
no_churn
| 0.016036 | 0 |
no_churn
| -0.089649 | -0.004105 | -0.013602 | -0.03221 | -0.033499 | -0.05336 | -0.018717 | -0.023883 |
Male
| 63 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,861,600 |
24 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
19a1b43b-4721-49d2-84fb-601ea3625ce1
|
churn
| 0.188968 | 1 |
churn
| -0.123278 | -0.007921 | -0.040774 | -0.024149 | -0.043598 | 0.029755 | -0.032854 | -0.026207 |
Male
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
64 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
0e18c936-3435-4414-917e-95f298077e81
|
no_churn
| 0.004395 | 0 |
no_churn
| -0.055655 | -0.00276 | -0.045234 | -0.016044 | -0.022404 | -0.102954 | -0.011994 | -0.011982 |
Female
| 30 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,861,600 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0dc71f7f-75b2-46c0-a9a4-b8ee5768f655
|
no_churn
| 0.03086 | 0 |
no_churn
| -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 |
Male
| 44 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
67 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3d519bc6-e280-43b1-9998-7f71837eedfd
|
no_churn
| 0.006504 | 0 |
no_churn
| -0.045936 | -0.003267 | -0.017309 | -0.021087 | -0.01748 | -0.131319 | -0.014767 | -0.017862 |
Female
| 55 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8a1f28a-70a0-4731-9f22-b43c049d2b56
|
no_churn
| 0.156598 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 79 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b937ffb-7621-4457-bab0-ac881e8d0f58
|
no_churn
| 0.133975 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
56 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
96ca3073-f8d0-4d75-8d98-82a3f8ee07e0
|
no_churn
| 0.012079 | 0 |
no_churn
| -0.017123 | -0.003061 | 0.001885 | -0.056905 | 0.019187 | -0.130813 | -0.035694 | -0.046501 |
Male
| 76 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
35 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2efb0388-8951-4f1d-985c-6750863fa706
|
no_churn
| 0.239586 | 0 |
no_churn
| -0.064685 | -0.006618 | 0.012247 | -0.092795 | -0.059904 | 0.04122 | -0.028662 | -0.040663 |
Female
| 28 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
29 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
0e7772a6-4690-4e63-987b-bc3a76630349
|
no_churn
| 0.016965 | 0 |
no_churn
| -0.059707 | -0.004494 | -0.017796 | -0.041809 | -0.023762 | -0.078383 | -0.019874 | -0.023202 |
Male
| 67 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f100c962-4303-4222-9f9b-6b647dc6c793
|
no_churn
| 0.202641 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 40 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
27 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
87a6bc97-1eb4-441e-8417-62775a2e62e8
|
no_churn
| 0.006893 | 0 |
no_churn
| -0.037795 | -0.005557 | -0.016821 | -0.029162 | 0.012219 | -0.103163 | -0.041826 | -0.046921 |
Female
| 57 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,671,861,600 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
25b205b9-19e2-49d1-baae-e9a03736246e
|
no_churn
| 0.107797 | 0 |
no_churn
| -0.022367 | -0.00682 | -0.031132 | -0.038095 | -0.027705 | -0.076949 | -0.028805 | -0.037153 |
Male
| 71 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b109b76d-95f8-4151-8cf4-593721884a4f
|
no_churn
| 0.558895 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Male
| 42 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,861,600 |
26 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3021c1c-75a6-4308-a02d-a8b85af8067f
|
no_churn
| 0.034547 | 0 |
no_churn
| -0.103934 | -0.013126 | -0.106143 | -0.021066 | -0.024494 | 0.036662 | -0.02343 | -0.013495 |
Male
| 25 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
18 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
91bcafff-8185-40a7-ac47-dfff5ef7b736
|
no_churn
| 0.174176 | 0 |
no_churn
| -0.067978 | -0.009669 | -0.04536 | -0.025451 | -0.075362 | 0.023324 | -0.037868 | -0.030661 |
Female
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
10 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c23a2162-7014-4f25-ad05-bb5eda98c080
|
no_churn
| 0.253174 | 0 |
no_churn
| 0.096401 | -0.005157 | 0.077594 | 0.020005 | 0.077568 | 0.104853 | -0.054807 | -0.059927 |
Female
| 25 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
72ce6ba1-64a7-4f23-832e-ffa67ce8a24d
|
no_churn
| 0.005054 | 0 |
no_churn
| -0.066831 | -0.003569 | -0.018886 | -0.015846 | 0.001311 | -0.122538 | -0.017805 | -0.024863 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2b537fb-77d8-4ece-9a6e-73ca2d7e9e94
|
churn
| 0.747226 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Male
| 54 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
62 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7e8bc1d3-cab0-4113-a73b-f7a00370d035
|
no_churn
| 0.014697 | 0 |
no_churn
| -0.067205 | -0.002624 | -0.0111 | -0.012729 | 0.005188 | -0.072902 | -0.038412 | -0.069243 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
768b41bb-645b-4b55-ae8a-98ee44b00e5b
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 50 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,671,861,600 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
3a2a9396-c71d-40a0-be07-3fe0fbe425e0
|
no_churn
| 0.002168 | 0 |
no_churn
| -0.075034 | -0.003769 | -0.006018 | -0.019083 | -0.027044 | -0.111405 | -0.012998 | -0.013676 |
Male
| 34 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
22 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c7a27228-3784-41a0-a86b-552cf6582d7e
|
no_churn
| 0.070194 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,861,600 |
61 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
93fee624-d0f0-482a-bd93-d26029ed6fc8
|
no_churn
| 0.013324 | 0 |
no_churn
| -0.040729 | -0.006118 | -0.009132 | -0.035488 | -0.012898 | -0.108318 | -0.019128 | -0.017215 |
Male
| 21 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,671,861,600 |
10 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8705e865-0280-438b-8a60-2fece9b192be
|
no_churn
| 0.190887 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,861,600 |
29 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
68f6ec9e-72d7-40d9-8692-b78f9ebacea8
|
no_churn
| 0.010633 | 0 |
no_churn
| -0.026974 | -0.003377 | -0.006463 | -0.036792 | 0.023308 | -0.13543 | -0.033114 | -0.050185 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
15 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d895f939-50a2-4bee-add1-27765aed6661
|
no_churn
| 0.153992 | 0 |
no_churn
| 0.181643 | -0.000755 | -0.053958 | 0.02605 | 0.115959 | 0.125032 | -0.021561 | -0.019042 |
Male
| 44 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,861,600 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1989f37a-ad81-4798-8a1a-5d29305dd776
|
no_churn
| 0.095034 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Female
| 64 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,861,600 |
2 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
60889334-2fb0-4d1e-af4f-2f977eb832f3
|
no_churn
| 0.486715 | 0 |
no_churn
| 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 |
Male
| 31 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
37 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e2442005-da59-4b14-9357-1d8b0294a43e
|
no_churn
| 0.024579 | 0 |
no_churn
| -0.026891 | 0.049383 | 0.018479 | -0.01056 | 0.026851 | -0.250194 | -0.012226 | -0.023868 |
Male
| 56 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,861,600 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
78293e38-7b66-4d22-9cd3-16e640c3952a
|
no_churn
| 0.010978 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Male
| 65 |
No
|
No
|
Employed
|
Rural
|
College
| 1,671,861,600 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84f02b25-5f9a-4638-bb52-f295586e1ace
|
churn
| 0.530271 | 1 |
churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 80 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,861,600 |
4 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2a0f4b4-a270-423e-882c-1b581ee0291d
|
churn
| 0.594431 | 1 |
churn
| 0.085727 | -0.008205 | 0.081313 | -0.049327 | 0.016739 | 0.11838 | -0.047178 | -0.055787 |
Female
| 66 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,671,861,600 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e56ac270-6d9d-4396-853d-69c47888c6f7
|
no_churn
| 0.009489 | 0 |
no_churn
| -0.062176 | -0.003618 | -0.01178 | -0.025559 | 0.002704 | -0.116643 | -0.02592 | -0.026034 |
Female
| 36 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4202f8cb-fa29-424f-a851-8e5614755f06
|
churn
| 0.665271 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 51 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
5 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
17c05948-f29d-4add-b353-b13e65b32f8c
|
no_churn
| 0.059755 | 0 |
no_churn
| 0.047021 | -0.004758 | -0.028683 | -0.019236 | 0.012948 | -0.183148 | -0.038509 | -0.04216 |
Female
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3cf4f791-a495-4128-95e4-6340cc8f42c2
|
no_churn
| 0.111066 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 52 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,861,600 |
35 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
86f30d6f-4a1e-4fe0-8d89-a3f2f3bb20f6
|
no_churn
| 0.025671 | 0 |
no_churn
| -0.042166 | -0.0054 | -0.014485 | -0.116817 | 0.012765 | -0.054686 | -0.014619 | -0.033617 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
21 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4564d30b-2b92-4d84-9e4a-6916f9a674a5
|
no_churn
| 0.039593 | 0 |
no_churn
| -0.025549 | -0.004929 | -0.037573 | -0.024016 | -0.008026 | -0.092522 | -0.039152 | -0.037259 |
Female
| 37 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,861,600 |
42 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
2683036e-b2a4-434a-9327-d9ec3438f0e6
|
no_churn
| 0.007231 | 0 |
no_churn
| -0.010215 | -0.004125 | -0.015631 | -0.05542 | 0.012272 | -0.133136 | -0.024109 | -0.038662 |
Male
| 70 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,861,600 |
17 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cfb1052c-f7d4-49df-8b47-163f12e2c52a
|
churn
| 0.080104 | 1 |
churn
| 0.050478 | -0.003983 | -0.006386 | -0.215927 | 0.034278 | 0.065114 | -0.025308 | -0.053959 |
Female
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
faa03194-a542-4938-9b2d-a35af7e7bd54
|
no_churn
| 0.002203 | 0 |
no_churn
| -0.088546 | -0.003852 | -0.000792 | -0.027589 | 0.003078 | -0.108256 | -0.016707 | -0.026362 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,861,600 |
61 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
d14ff434-e723-4c3a-b66c-a3938f32125e
|
no_churn
| 0.024457 | 0 |
no_churn
| -0.053939 | -0.004605 | -0.010715 | -0.06402 | 0.00463 | -0.075749 | -0.033367 | -0.03126 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
39 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
377ec587-a8b0-4a97-b24d-a768d12a9541
|
no_churn
| 0.163966 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Female
| 20 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,671,861,600 |
13 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8bf53f1f-e93b-4e23-af8d-812080f18828
|
no_churn
| 0.278549 | 0 |
no_churn
| -0.049522 | -0.008992 | -0.056611 | -0.082804 | 0.016822 | 0.051425 | -0.062422 | -0.072922 |
Female
| 72 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,671,861,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b7e97642-877e-4c36-b879-1e1ebe2faf0a
|
no_churn
| 0.085061 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Female
| 67 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,861,600 |
48 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7ca1f311-fee7-4541-ab63-2d1f360da11b
|
no_churn
| 0.01098 | 0 |
no_churn
| -0.041577 | -0.00511 | -0.016853 | -0.031066 | 0.01396 | -0.116932 | -0.022618 | -0.04883 |
Male
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,861,600 |
46 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
75cc7f42-3839-4d87-a9d5-fba39c18edc6
|
no_churn
| 0.008676 | 0 |
no_churn
| -0.066855 | -0.004955 | -0.010774 | -0.029821 | 0.005565 | -0.09054 | -0.031648 | -0.039998 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,861,600 |
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