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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
76612c92-c27f-4523-9064-781162423ded
|
churn
| 0.205725 | 1 |
churn
| 0.008262 | -0.0027 | -0.066419 | 0.052694 | 0.135719 | 0.090516 | 0.062036 | 0.090866 |
Male
| 59 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
23 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
5dbc02af-4272-473c-a9ad-fe25f4fd4e77
|
no_churn
| 0.017613 | 0 |
no_churn
| -0.033808 | -0.003824 | 0.017347 | -0.031187 | -0.057622 | -0.132057 | -0.014744 | -0.013132 |
Male
| 74 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,552,800 |
37 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
867351ce-f61b-424a-a162-ada2115166ba
|
churn
| 0.20254 | 1 |
churn
| 0.082205 | 0.200433 | 0.07504 | 0.066815 | 0.069387 | 0.1448 | 0.018859 | 0.013436 |
Male
| 59 |
No
|
No
|
Retired
|
Rural
|
Bachelor
| 1,672,552,800 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
1ba12a1c-cbcf-4573-aa11-46e266e92c48
|
no_churn
| 0.384693 | 0 |
no_churn
| -0.156618 | -0.004104 | -0.062597 | 0.000025 | 0.067855 | 0.040881 | -0.023529 | 0.013505 |
Male
| 49 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49bafc8b-8295-4ee9-902b-e712fb4f6aa6
|
no_churn
| 0.054668 | 0 |
no_churn
| -0.173712 | -0.002509 | -0.053636 | 0.007712 | 0.049051 | 0.063911 | -0.027532 | -0.053978 |
Female
| 25 |
Yes
|
Yes
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e66337e2-fcd7-452b-9996-ddfb8cae343e
|
churn
| 0.865616 | 1 |
churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Female
| 23 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2803a49c-d520-4026-a71d-20f6ec8fe9b0
|
churn
| 0.660657 | 1 |
churn
| 0.139773 | -0.002822 | -0.041781 | 0.019283 | 0.081303 | 0.148109 | 0.046857 | 0.069561 |
Male
| 69 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,552,800 |
16 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1430b55f-153c-498e-b4e2-c6ad9bbcf74c
|
no_churn
| 0.370159 | 0 |
no_churn
| 0.12452 | -0.005833 | 0.004721 | 0.047309 | -0.098646 | 0.086065 | -0.003588 | -0.001569 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
59 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
c6b692b3-c9bb-4520-8fbb-f2c323697b43
|
no_churn
| 0.102015 | 0 |
no_churn
| -0.099699 | -0.001901 | 0.008438 | 0.032004 | 0.071312 | -0.20661 | 0.076194 | 0.067069 |
Female
| 41 |
No
|
Yes
|
Retired
|
Urban
|
High School or Below
| 1,672,552,800 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
76e7ffb8-23c7-40f7-a14b-c3069cc90380
|
churn
| 0.655549 | 1 |
churn
| -0.005435 | -0.026041 | -0.0292 | -0.040343 | -0.136688 | 0.096079 | 0.083107 | 0.029496 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
42 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8a1f67b3-908f-48aa-a1cd-d19e0f4a01ee
|
churn
| 0.250534 | 1 |
churn
| -0.040067 | -0.005499 | 0.005298 | -0.12244 | 0.018898 | 0.060982 | -0.045836 | -0.065363 |
Male
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7ec881e6-8672-4c2d-86c6-fc36dc886615
|
churn
| 0.646926 | 1 |
churn
| -0.049093 | -0.003603 | 0.064474 | 0.069987 | 0.016471 | 0.100793 | -0.020695 | 0.046632 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
2 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4e362c42-e3bc-49c2-809d-eae5c8af57d6
|
churn
| 0.471531 | 1 |
churn
| 0.143067 | -0.007023 | -0.027661 | -0.051391 | 0.051677 | 0.08347 | -0.027797 | -0.054996 |
Female
| 61 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
16 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2678c863-43c5-4399-8a53-fe59ebb8f7b7
|
no_churn
| 0.127725 | 0 |
no_churn
| 0.038047 | -0.015142 | -0.086817 | -0.078046 | -0.048962 | 0.07454 | -0.046398 | -0.054831 |
Female
| 64 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
59 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
c3a12415-5617-4f21-8607-6d3e5fc97675
|
no_churn
| 0.102015 | 0 |
no_churn
| -0.099699 | -0.001901 | 0.008438 | 0.032004 | 0.071312 | -0.20661 | 0.076194 | 0.067069 |
Female
| 51 |
Yes
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
dab3fb93-1ed4-47cd-b725-039af5c6e79f
|
no_churn
| 0.828344 | 1 |
churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Male
| 22 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
24229163-ad78-4009-b3e8-55ba43d52f05
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
39b928bc-f3b9-42a1-8dc2-013b4d97e8f7
|
churn
| 0.212335 | 1 |
churn
| -0.122395 | -0.002031 | 0.025509 | 0.01525 | 0.009495 | -0.129137 | 0.000865 | 0.033416 |
Female
| 69 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
76ef401c-eaaa-4fd2-b430-7688077b8380
|
no_churn
| 0.186677 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Male
| 45 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
231bc01d-05a4-48f2-9d68-29293f10157f
|
churn
| 0.627521 | 1 |
churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Female
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,672,552,800 |
61 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
4a4bec7f-1939-4d5d-859f-2d3c67bd0d53
|
no_churn
| 0.070195 | 0 |
no_churn
| -0.024413 | -0.001329 | -0.025777 | -0.008101 | 0.067349 | -0.098269 | 0.050099 | 0.061416 |
Female
| 34 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
72 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
5e104111-6546-4a85-b339-1bc54de50498
|
no_churn
| 0.016738 | 0 |
no_churn
| -0.138012 | -0.002964 | -0.003072 | 0.002712 | 0.035231 | -0.180153 | 0.036712 | 0.040518 |
Female
| 24 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
30 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
f7864dce-3b5b-4bbe-91c0-57de2c1e8dca
|
no_churn
| 0.094836 | 0 |
no_churn
| -0.041973 | -0.002872 | -0.02293 | -0.013535 | -0.020412 | 0.087732 | 0.071178 | 0.016786 |
Male
| 36 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6fdf5885-70b3-40f4-8eb2-010801e90e13
|
churn
| 0.915427 | 1 |
churn
| 0.209152 | -0.006388 | 0.105582 | -0.042643 | 0.053126 | 0.152358 | 0.056369 | 0.083419 |
Female
| 61 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
14 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
24f2985e-c1ba-439f-9fd0-e2b34872d4a7
|
no_churn
| 0.65626 | 0 |
no_churn
| 0.006216 | -0.004063 | 0.050267 | 0.113125 | 0.020646 | 0.118432 | -0.027742 | -0.036109 |
Female
| 30 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
70 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
b3d8bc18-2ada-44fe-b97e-629dcadc0d1b
|
no_churn
| 0.00679 | 0 |
no_churn
| -0.064337 | -0.002939 | -0.00089 | -0.03597 | -0.001191 | -0.117291 | -0.021179 | -0.025229 |
Male
| 77 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4b03bd93-1d76-4226-9eff-691e1229abac
|
no_churn
| 0.086007 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Female
| 53 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed3e229d-ebae-49c0-bdf2-f1f3f679b12a
|
churn
| 0.727609 | 1 |
churn
| 0.115694 | -0.007177 | -0.084196 | 0.112574 | -0.019021 | 0.113956 | -0.021779 | -0.03425 |
Male
| 34 |
No
|
No
|
Unemployed
|
Rural
|
Doctor
| 1,672,552,800 |
22 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
e52ba70e-6480-47c8-a4e5-64d66f18f2e0
|
no_churn
| 0.022853 | 0 |
no_churn
| 0.014088 | -0.002451 | -0.06922 | -0.010281 | -0.05711 | -0.096909 | -0.01759 | -0.023997 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
60 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2e2f5794-a9e4-4f9a-b3e4-62bd377d412d
|
no_churn
| 0.136492 | 0 |
no_churn
| -0.198403 | -0.004043 | 0.030745 | 0.024506 | -0.011828 | 0.053071 | -0.006837 | -0.005395 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
84e7db58-76d5-4cc4-87e3-0684c469d999
|
no_churn
| 0.030469 | 0 |
no_churn
| -0.146405 | -0.003212 | 0.006823 | 0.032288 | -0.016163 | -0.097748 | -0.014923 | -0.029686 |
Male
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
69 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
1886c448-126c-4f1d-87eb-25b3c25eee88
|
no_churn
| 0.115039 | 0 |
no_churn
| -0.111023 | -0.002832 | 0.081276 | 0.036253 | 0.059807 | 0.096361 | 0.003177 | 0.050931 |
Female
| 73 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,552,800 |
48 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
e6bbf58a-f187-4d0f-bb49-fb56a63bb77a
|
churn
| 0.295059 | 1 |
churn
| -0.135246 | -0.005007 | -0.009213 | 0.017654 | 0.05459 | 0.043144 | -0.005076 | 0.080129 |
Female
| 71 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
58 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0afb6f0b-339b-4aec-9c81-8d6cec9bb481
|
no_churn
| 0.013357 | 0 |
no_churn
| -0.118245 | -0.006217 | -0.019523 | -0.049789 | 0.007823 | 0.032198 | -0.046476 | -0.048796 |
Female
| 56 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
2 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3db59f9-0741-4a1c-a7bf-db1016a4a7b8
|
no_churn
| 0.239718 | 0 |
no_churn
| 0.178469 | -0.009748 | -0.027646 | -0.082014 | -0.076634 | 0.098722 | -0.047539 | -0.040964 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8238a05c-3f1a-4b02-bc77-3aa38f02284f
|
no_churn
| 0.500518 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Female
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
26 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3749a897-773d-4eb6-9c16-73bacbf05bd5
|
no_churn
| 0.075606 | 0 |
no_churn
| 0.108659 | -0.004688 | 0.1166 | 0.069698 | 0.077034 | 0.100063 | -0.010907 | 0.014515 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
3 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
48ca9502-dcd1-47a2-a5d0-2b122d56ee8a
|
churn
| 0.865616 | 1 |
churn
| 0.174616 | -0.004579 | 0.105053 | -0.005715 | 0.064953 | 0.138487 | 0.080464 | 0.103339 |
Female
| 49 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,552,800 |
39 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
60e65f8c-f8a9-4909-8efa-54c9d593252f
|
no_churn
| 0.13177 | 0 |
no_churn
| -0.057569 | 0.021529 | 0.011266 | -0.039242 | 0.002109 | -0.181752 | 0.002763 | 0.021871 |
Male
| 43 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,672,552,800 |
2 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1bfaa998-5450-4add-863c-a22bf7b39231
|
no_churn
| 0.239718 | 0 |
no_churn
| 0.178469 | -0.009748 | -0.027646 | -0.082014 | -0.076634 | 0.098722 | -0.047539 | -0.040964 |
Male
| 70 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
2575b569-418f-4675-bde0-c035c8179d88
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Female
| 43 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
25 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1397bebf-5a39-40f4-a85c-c9acab358d95
|
no_churn
| 0.535213 | 0 |
no_churn
| 0.020776 | -0.008391 | -0.080092 | 0.136362 | 0.068699 | 0.098814 | -0.024865 | -0.00754 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
29 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ed9086e7-03b5-476f-97a3-f3d0569cedbc
|
no_churn
| 0.046239 | 0 |
no_churn
| -0.061959 | -0.005862 | -0.005534 | -0.038202 | -0.033574 | -0.078524 | -0.020317 | -0.025055 |
Male
| 61 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
764ae0fc-2ea9-4ee4-a150-0ca15b1753fc
|
churn
| 0.583605 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 76 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
46970cdb-438e-4ba1-8323-e73134f02713
|
no_churn
| 0.118324 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Female
| 35 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
6 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
feac2fa6-fda1-461f-8b8e-1a80c2aa3cd7
|
churn
| 0.660657 | 1 |
churn
| 0.139773 | -0.002822 | -0.041781 | 0.019283 | 0.081303 | 0.148109 | 0.046857 | 0.069561 |
Male
| 24 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
1 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
a1cd0fbb-d925-48d9-8348-b75163421976
|
churn
| 0.852719 | 1 |
churn
| 0.328036 | 0.036368 | 0.017047 | 0.003654 | 0.0366 | 0.187492 | 0.06965 | 0.042128 |
Female
| 53 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,552,800 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b2e58449-96c3-4cc3-bdb8-d8a41f8b4683
|
churn
| 0.295641 | 1 |
churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Female
| 23 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
58 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
a3be7b53-8ef4-4aa6-b3f3-f899a8c56245
|
no_churn
| 0.013357 | 0 |
no_churn
| -0.056384 | -0.004117 | -0.010391 | -0.030006 | 0.009719 | -0.094276 | -0.033853 | -0.049717 |
Male
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
3 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b51cdb90-6282-4376-bf87-43e037c45b69
|
churn
| 0.630672 | 1 |
churn
| 0.115722 | -0.007106 | -0.035426 | -0.038901 | -0.02605 | 0.09312 | -0.030117 | -0.046174 |
Male
| 64 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,552,800 |
20 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
8b408ccd-c6c9-4b67-9d36-b6e75f37c99a
|
churn
| 0.395313 | 1 |
churn
| -0.037999 | -0.002367 | -0.002428 | -0.118734 | 0.088937 | 0.0776 | 0.089662 | 0.08597 |
Female
| 25 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4f77d379-b4dd-4631-849e-9a21dcc67dfb
|
no_churn
| 0.030469 | 0 |
no_churn
| -0.146405 | -0.003212 | 0.006823 | 0.032288 | -0.016163 | -0.097748 | -0.014923 | -0.029686 |
Male
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
16 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb57bf40-5275-42fa-9215-7c623d4ada02
|
no_churn
| 0.00743 | 0 |
no_churn
| 0.103155 | -0.004815 | -0.026793 | 0.025393 | -0.062838 | 0.09609 | -0.012781 | -0.023744 |
Female
| 68 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
11 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec9b2f81-0257-45a3-abc4-8f187792ebc1
|
no_churn
| 0.184155 | 0 |
no_churn
| 0.198507 | 0.003566 | -0.030134 | 0.060025 | 0.099635 | 0.129396 | -0.020721 | -0.027226 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
Master
| 1,672,552,800 |
44 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3a0bff28-fb06-46f9-8e16-e5fca97c5352
|
no_churn
| 0.452613 | 0 |
no_churn
| -0.117524 | -0.013926 | 0.00464 | -0.056924 | -0.04695 | 0.045941 | -0.033295 | 0.028345 |
Female
| 75 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,552,800 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
88b1a767-5739-43ff-b086-db60484d359a
|
churn
| 0.03814 | 1 |
churn
| -0.109769 | -0.004969 | -0.044453 | -0.061372 | 0.021323 | 0.027352 | -0.045031 | -0.052107 |
Female
| 44 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,552,800 |
44 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
b923e128-34dc-49bc-8efc-351c44bbfab1
|
no_churn
| 0.452613 | 0 |
no_churn
| -0.117524 | -0.013926 | 0.00464 | -0.056924 | -0.04695 | 0.045941 | -0.033295 | 0.028345 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
6 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
a7a7677f-a5c1-4835-a6ef-78eae1a680a2
|
churn
| 0.655549 | 1 |
churn
| -0.005435 | -0.026041 | -0.0292 | -0.040343 | -0.136688 | 0.096079 | 0.083107 | 0.029496 |
Male
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c3b2f922-3c0b-41bb-939b-9d009745e533
|
churn
| 0.828344 | 1 |
churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Male
| 46 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
32 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
957bc508-c032-4866-b6a9-4d6cb18b10e2
|
no_churn
| 0.005725 | 0 |
no_churn
| -0.075026 | -0.010697 | -0.01006 | -0.14789 | -0.025335 | 0.041747 | -0.019348 | -0.022417 |
Male
| 36 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,552,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6516e912-2f9f-44b9-9094-889ddb687fba
|
no_churn
| 0.186677 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 57 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
57 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0b44fad7-6dbc-46ab-8278-f62a13ddeda5
|
no_churn
| 0.010927 | 0 |
no_churn
| -0.035397 | -0.005092 | -0.046055 | -0.062201 | 0.046589 | 0.052398 | -0.037347 | -0.051922 |
Female
| 36 |
No
|
Yes
|
Disabled
|
Rural
|
Master
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
9b2878f6-9b3f-401b-bf77-6ac821b9be02
|
no_churn
| 0.00426 | 0 |
no_churn
| -0.128764 | -0.002256 | 0.007667 | -0.050377 | 0.012737 | -0.206143 | 0.049472 | 0.058637 |
Female
| 36 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1cded8ba-ec78-40b9-b331-1304740438e5
|
churn
| 0.299386 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 74 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
69 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5b1eff9a-7247-416f-9fa4-5d7270bfc505
|
no_churn
| 0.006293 | 0 |
no_churn
| -0.07735 | -0.003782 | -0.053574 | -0.014637 | 0.012392 | 0.058125 | -0.033915 | -0.056284 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cee175bc-c8f8-4081-9c46-004e2a6e0219
|
no_churn
| 0.23008 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Female
| 75 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
56 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b885f0c7-2e01-4ad8-827f-06e1aad762af
|
no_churn
| 0.015285 | 0 |
no_churn
| -0.105368 | -0.007091 | -0.018851 | -0.049978 | -0.034434 | 0.023124 | -0.024035 | -0.032393 |
Male
| 50 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,552,800 |
19 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7d996a7b-4ff4-4697-acca-bd95c81d51bc
|
churn
| 0.611535 | 1 |
churn
| 0.026011 | -0.002728 | -0.000413 | 0.158724 | 0.030353 | 0.114279 | -0.02697 | -0.021328 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
60 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
e67dda72-e802-4497-88ac-7f0702a25212
|
churn
| 0.321913 | 1 |
churn
| -0.27535 | -0.005077 | 0.013043 | -0.043383 | 0.002115 | 0.036341 | 0.00573 | 0.009936 |
Male
| 52 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,552,800 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
b78b988c-1eb6-4966-bc5d-66283b11ca34
|
no_churn
| 0.014462 | 0 |
no_churn
| -0.082781 | -0.005789 | -0.018945 | -0.023074 | -0.036474 | -0.137541 | 0.012216 | 0.023362 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
66 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
d0fe45fa-d610-4325-8744-3daea6c65785
|
no_churn
| 0.09536 | 0 |
no_churn
| -0.073748 | -0.000237 | 0.035422 | 0.033054 | 0.079895 | 0.093629 | 0.046376 | 0.061087 |
Female
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
67 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
9601ec58-f417-4662-bd07-ecc88ba3532d
|
churn
| 0.212335 | 1 |
churn
| -0.237817 | -0.002209 | -0.012689 | -0.072483 | 0.012037 | 0.04487 | 0.009216 | 0.016048 |
Male
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
35f6392b-7757-4891-8389-543e804a9117
|
churn
| 0.877077 | 1 |
churn
| 0.363996 | -0.003773 | -0.023682 | 0.050704 | 0.044275 | 0.157237 | 0.098271 | 0.043945 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
62 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c04b897d-e336-4d9a-901f-b3d49dbe5613
|
no_churn
| 0.034137 | 0 |
no_churn
| -0.303627 | -0.003345 | -0.040759 | -0.032945 | 0.012391 | 0.033912 | 0.030163 | 0.035185 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
7 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ed7f1a75-0ab3-4e10-8a08-d16f814d5dd1
|
no_churn
| 0.15446 | 0 |
no_churn
| -0.006795 | -0.006926 | -0.015596 | -0.095324 | -0.065887 | 0.042083 | -0.056049 | -0.061674 |
Female
| 78 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
12 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e8c1b313-962f-42f4-a522-81c5615909f9
|
no_churn
| 0.568597 | 0 |
no_churn
| -0.015998 | -0.003301 | -0.063323 | 0.090314 | -0.047569 | 0.086783 | -0.024943 | -0.0323 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
56 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
11160b42-fc33-4853-88f9-89140da9161b
|
churn
| 0.279932 | 1 |
churn
| 0.083971 | -0.003892 | 0.026962 | 0.006075 | 0.123107 | -0.044284 | 0.114375 | 0.070327 |
Female
| 25 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
39 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
752a83a9-e9ee-4905-b849-55c186f107e0
|
no_churn
| 0.032255 | 0 |
no_churn
| -0.049852 | -0.019731 | -0.062164 | -0.120505 | -0.032896 | 0.049537 | -0.013771 | -0.019645 |
Male
| 33 |
Yes
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,672,552,800 |
4 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5b8f124-c6a4-4051-ad47-ebd7200256f2
|
no_churn
| 0.23008 | 0 |
no_churn
| 0.127494 | -0.008182 | 0.000709 | -0.063779 | 0.036799 | 0.088141 | -0.031509 | -0.005999 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
31 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6dbd5938-66e8-42d4-bea6-c427185b175a
|
churn
| 0.079879 | 1 |
churn
| 0.052575 | -0.014283 | -0.076556 | -0.08995 | -0.023383 | 0.086616 | -0.013807 | 0.002425 |
Male
| 31 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,672,552,800 |
35 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b1f72a39-fe0c-4bca-adbb-ccba8881b35c
|
no_churn
| 0.086007 | 0 |
no_churn
| 0.079569 | 0.001476 | 0.044402 | 0.089058 | 0.111899 | 0.088995 | -0.018167 | -0.016259 |
Male
| 24 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f09f1dd4-33f6-417c-b8c0-b64ae1aedffa
|
churn
| 0.583605 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Female
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
5bf10929-1488-452a-9088-f01998ed389e
|
churn
| 0.00426 | 0 |
no_churn
| -0.160391 | 0.000109 | 0.037395 | -0.014807 | 0.031332 | 0.117723 | 0.127899 | 0.123049 |
Female
| 52 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,552,800 |
70 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
67e5a5bb-bb29-422b-87e2-092c20626d47
|
no_churn
| 0.014462 | 0 |
no_churn
| -0.17145 | -0.023268 | -0.010501 | -0.030332 | -0.084229 | 0.041813 | 0.00927 | 0.029669 |
Male
| 78 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c1607f62-7ab1-49d4-937b-13624ae9e0b1
|
no_churn
| 0.026162 | 0 |
no_churn
| -0.25679 | -0.002244 | -0.016678 | -0.062982 | 0.021558 | 0.061392 | -0.046144 | 0.06286 |
Male
| 20 |
No
|
No
|
Disabled
|
Rural
|
Bachelor
| 1,672,552,800 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
32c5d548-ff4d-49e4-9c24-00f2ebb94555
|
churn
| 0.482898 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 61 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,672,552,800 |
72 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
5165fc0b-c895-447a-8ff0-5f3122098262
|
no_churn
| 0.036213 | 0 |
no_churn
| -0.197311 | -0.002515 | 0.027454 | 0.026644 | 0.016404 | -0.216141 | 0.029201 | 0.047238 |
Male
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,552,800 |
41 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
19467349-3ddd-4b2e-9300-4c7ba1ab0a87
|
no_churn
| 0.127699 | 0 |
no_churn
| -0.068538 | -0.006035 | 0.012025 | -0.060655 | -0.008946 | 0.089406 | 0.032468 | 0.068535 |
Female
| 46 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,552,800 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
65e5ab19-bdc5-4ac7-abf4-d134ee1e06ca
|
churn
| 0.400796 | 1 |
churn
| -0.195704 | -0.006199 | -0.091709 | -0.008241 | -0.005789 | 0.040497 | 0.015979 | 0.04814 |
Female
| 59 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,552,800 |
27 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e5bb847f-075d-46e7-b8d6-84db3c991787
|
churn
| 0.627521 | 1 |
churn
| -0.051181 | -0.003228 | 0.087468 | -0.014084 | 0.040803 | 0.048866 | -0.003577 | 0.024952 |
Female
| 79 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,552,800 |
7 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
c179f47f-2774-486a-8ac1-7bdda604abc7
|
churn
| 0.725415 | 1 |
churn
| 0.189805 | -0.000809 | 0.03177 | 0.078657 | 0.145199 | 0.12189 | 0.096839 | 0.067623 |
Female
| 65 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,552,800 |
56 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
15a8ce17-97fd-4313-b4c5-e8ddb3835e00
|
churn
| 0.279932 | 1 |
churn
| -0.096484 | -0.005724 | -0.01363 | -0.116956 | 0.079801 | 0.02907 | 0.075683 | 0.079214 |
Male
| 22 |
No
|
No
|
Medical Leave
|
Rural
|
Bachelor
| 1,672,552,800 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
290e6f21-e6ba-434f-879c-8c73c5402347
|
no_churn
| 0.817008 | 0 |
no_churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Female
| 64 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
16 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7386cb50-bdcc-4b1f-9ed3-41ea4e7fa731
|
no_churn
| 0.370159 | 0 |
no_churn
| 0.12452 | -0.005833 | 0.004721 | 0.047309 | -0.098646 | 0.086065 | -0.003588 | -0.001569 |
Female
| 45 |
Yes
|
Yes
|
Disabled
|
Suburban
|
College
| 1,672,552,800 |
53 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9025d34b-4a46-44e0-8ef1-15e61f0b2a7e
|
churn
| 0.03814 | 1 |
churn
| -0.042303 | -0.003595 | -0.01246 | -0.059975 | 0.021805 | -0.093517 | -0.027923 | -0.042058 |
Male
| 52 |
No
|
No
|
Employed
|
Urban
|
Doctor
| 1,672,552,800 |
25 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
557a6e75-b544-4800-b4db-a8d971e4664c
|
churn
| 0.639638 | 1 |
churn
| 0.143834 | -0.001895 | 0.062822 | 0.060191 | 0.063427 | 0.152554 | 0.056219 | 0.058254 |
Male
| 70 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
51 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
2718c25a-e882-48bc-9c33-167098dda5d2
|
no_churn
| 0.0472 | 0 |
no_churn
| -0.085028 | -0.004089 | 0.010822 | -0.044818 | -0.034272 | -0.060021 | -0.021948 | -0.029671 |
Female
| 41 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,672,552,800 |
44 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
be78ac26-96c8-473d-8daf-4d3fd316b347
|
no_churn
| 0.452613 | 0 |
no_churn
| -0.117524 | -0.013926 | 0.00464 | -0.056924 | -0.04695 | 0.045941 | -0.033295 | 0.028345 |
Female
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,552,800 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d89f8bee-533d-4bff-ab2c-dbef41a375e1
|
no_churn
| 0.500518 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Male
| 64 |
Yes
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,552,800 |
46 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
403f78a7-84c6-4386-aba1-684337ca32b7
|
no_churn
| 0.080579 | 0 |
no_churn
| -0.156161 | 0.028086 | 0.00512 | -0.044005 | -0.04408 | 0.039214 | -0.030426 | -0.036774 |
Male
| 39 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,552,800 |
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