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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
be660330-4887-4dc9-90c1-f1ff03ef1c33
|
churn
| 0.634407 | 1 |
churn
| -0.038724 | 0.066048 | 0.027475 | -0.058074 | -0.11585 | 0.09842 | 0.02872 | 0.052958 |
Female
| 53 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,330,400 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
7092657d-c83d-472f-b664-3b7665cc94f1
|
no_churn
| 0.367753 | 0 |
no_churn
| -0.169538 | -0.001414 | -0.001871 | -0.050591 | 0.004378 | 0.055069 | 0.018492 | -0.004052 |
Female
| 65 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
50 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e0141754-0cb3-4d67-9a5f-80f958a67f70
|
no_churn
| 0.146688 | 0 |
no_churn
| -0.155697 | -0.029514 | -0.034754 | -0.039704 | 0.025803 | 0.039572 | -0.033493 | -0.041238 |
Female
| 30 |
Yes
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
066dc80c-a798-4a1e-8164-296995ea222a
|
no_churn
| 0.152006 | 0 |
no_churn
| -0.153073 | -0.002532 | 0.002249 | 0.020196 | -0.064913 | -0.106528 | 0.006371 | 0.043132 |
Female
| 23 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,673,330,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
757660cb-209e-47ff-9968-be74d3a64369
|
no_churn
| 0.127569 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
910d0cff-14a1-493f-ba2c-03695b4c38ac
|
no_churn
| 0.002951 | 0 |
no_churn
| -0.048424 | -0.001008 | 0.019101 | -0.005099 | 0.027143 | 0.066873 | -0.006601 | -0.011013 |
Female
| 52 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
30 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbff8495-e65d-420a-8138-337fa24cf9af
|
churn
| 0.310345 | 1 |
churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 79 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
36 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
589c42ed-2f30-411f-801d-fdd70a9cbe5f
|
no_churn
| 0.318454 | 0 |
no_churn
| -0.013047 | -0.003182 | 0.127216 | 0.08888 | 0.087087 | 0.130879 | 0.050886 | 0.033484 |
Male
| 67 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
28 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eaa4e8bc-3554-43c3-ae09-734c6fb7c4ab
|
no_churn
| 0.042102 | 0 |
no_churn
| -0.106658 | -0.008767 | -0.022794 | -0.076681 | -0.027523 | 0.032288 | -0.036486 | -0.022406 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,673,330,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
85a14b30-836b-456d-9121-a35b0e497077
|
churn
| 0.289953 | 1 |
churn
| 0.085182 | -0.000657 | 0.005528 | 0.030145 | 0.112748 | -0.049457 | 0.146035 | 0.096782 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
4 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
cdcd2432-a5de-4a26-9861-07d2fca8ba04
|
churn
| 0.661375 | 1 |
churn
| 0.127048 | 0.134373 | 0.056039 | 0.004812 | 0.057893 | 0.137151 | -0.02149 | -0.005642 |
Female
| 76 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,673,330,400 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
ce8e7658-2d92-4952-9838-ffad7504c24a
|
churn
| 0.736734 | 0 |
no_churn
| 0.063445 | -0.002287 | -0.021486 | -0.134733 | 0.048792 | 0.123842 | 0.103273 | 0.119115 |
Male
| 26 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
51 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
fbfaa093-73a2-468b-b3fa-3f5991791729
|
no_churn
| 0.143675 | 0 |
no_churn
| -0.195309 | -0.001625 | 0.029633 | -0.052907 | 0.017375 | 0.083299 | -0.027088 | 0.067596 |
Male
| 77 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c8cd8b60-7661-447f-b653-7c42b0224dd8
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Female
| 61 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6880bb6e-15b9-4eb2-aa97-e4c5e45b660f
|
no_churn
| 0.046912 | 0 |
no_churn
| -0.081605 | -0.010361 | 0.027017 | -0.108007 | 0.018703 | 0.059679 | -0.038435 | -0.071886 |
Male
| 73 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,673,330,400 |
57 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e9f322fe-6d32-40bb-8d87-bb0d3eb3b813
|
no_churn
| 0.014151 | 0 |
no_churn
| -0.01446 | -0.003692 | -0.011469 | -0.024975 | 0.020083 | -0.132175 | -0.03745 | -0.064887 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
23 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4245a27d-044e-43bc-930a-da44b124ff07
|
churn
| 0.4762 | 1 |
churn
| -0.206682 | -0.006795 | -0.038826 | -0.063028 | 0.041434 | 0.027453 | 0.006501 | 0.040918 |
Female
| 66 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
46 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f98f946a-dfad-43bc-b235-e2fc49f3c4b7
|
no_churn
| 0.038046 | 0 |
no_churn
| -0.019796 | -0.001148 | -0.073062 | 0.022189 | 0.037699 | -0.018921 | -0.04021 | -0.025777 |
Female
| 63 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
486fe180-4762-428c-9010-913761fad1cc
|
no_churn
| 0.185579 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Female
| 76 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
2e821dc1-d0e2-44be-b1b3-f2e347fc784b
|
no_churn
| 0.116789 | 0 |
no_churn
| 0.029656 | -0.006658 | -0.016301 | -0.009013 | 0.041055 | -0.154097 | 0.076058 | 0.052775 |
Male
| 38 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,673,330,400 |
50 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
07d2c963-1f0b-4f48-99cf-0313017183ec
|
no_churn
| 0.049291 | 0 |
no_churn
| -0.109066 | -0.005058 | -0.050352 | 0.041335 | -0.11989 | 0.02882 | -0.022798 | -0.016018 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
317968c3-a481-4e5d-bd42-8214dc1842bf
|
no_churn
| 0.096451 | 0 |
no_churn
| -0.276684 | -0.003898 | 0.025964 | -0.045927 | 0.017261 | 0.032966 | -0.020202 | 0.001493 |
Male
| 79 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
9 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5960211f-2e58-4ebb-9efd-e72ebeb23ec2
|
no_churn
| 0.402793 | 0 |
no_churn
| 0.047111 | -0.006663 | -0.029302 | 0.099889 | -0.013837 | 0.108065 | -0.031034 | -0.003728 |
Male
| 80 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ad975711-f77e-4c43-85da-6a11d456e289
|
no_churn
| 0.167727 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 26 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
59a5b1ff-4a4a-4199-b551-0931443fbf57
|
churn
| 0.38989 | 1 |
churn
| 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 |
Female
| 45 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
61 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
7cb2c683-b6c7-49eb-9ab2-35a1e2e3a0a2
|
no_churn
| 0.032732 | 0 |
no_churn
| -0.287581 | -0.003295 | -0.041737 | -0.028503 | 0.012355 | 0.026148 | 0.031014 | 0.032574 |
Male
| 72 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
40 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
1cb72011-8faa-4440-b1ca-9a539b78ea15
|
no_churn
| 0.142212 | 0 |
no_churn
| 0.070622 | 0.003487 | 0.017737 | 0.002201 | 0.061743 | 0.093321 | 0.119719 | 0.102143 |
Male
| 43 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,673,330,400 |
49 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ca710f9f-f2f9-4aaf-8445-38706cbe4630
|
no_churn
| 0.02874 | 0 |
no_churn
| -0.095584 | -0.00409 | -0.109098 | -0.004191 | 0.028687 | 0.050775 | -0.038809 | -0.056716 |
Male
| 24 |
Yes
|
No
|
Unemployed
|
Suburban
|
Doctor
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
a16a0b83-886d-4ae6-a87b-38704cb2e6f3
|
churn
| 0.685171 | 1 |
churn
| 0.21011 | -0.004109 | 0.038044 | 0.078709 | 0.049991 | 0.11607 | 0.106769 | 0.07539 |
Female
| 43 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,673,330,400 |
37 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
149af8a8-9764-4a7c-83b6-5246fb8d26bf
|
no_churn
| 0.046912 | 0 |
no_churn
| -0.06486 | -0.006871 | 0.006393 | -0.036637 | 0.003195 | -0.100724 | -0.022646 | -0.041421 |
Female
| 41 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1113e672-ff8a-4cec-9483-7910bd00f9b8
|
no_churn
| 0.032555 | 0 |
no_churn
| -0.077153 | -0.005139 | 0.001634 | -0.062409 | -0.054821 | 0.034741 | -0.029576 | -0.062969 |
Female
| 79 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
32 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bc14364b-f622-4f3b-9ffe-cbeeb7baadc0
|
no_churn
| 0.439021 | 0 |
no_churn
| -0.014631 | -0.003368 | 0.02426 | 0.153154 | 0.064041 | 0.033094 | -0.010592 | -0.024224 |
Male
| 23 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
58 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
55143f39-5e51-4ca1-81bc-13c78fe94a72
|
no_churn
| 0.254997 | 0 |
no_churn
| -0.015691 | -0.002962 | 0.043989 | 0.035775 | 0.092123 | -0.052155 | 0.067319 | 0.072384 |
Male
| 49 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
53 |
No
|
No phone service
|
Low Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
0010fb15-3c2f-4633-820a-c60680c174e5
|
no_churn
| 0.190511 | 1 |
churn
| -0.161857 | -0.018104 | -0.047907 | -0.028047 | 0.064865 | 0.064556 | 0.041319 | 0.07115 |
Female
| 46 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
59 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
042a4350-d7c9-405d-a831-8d2fffcf85e4
|
no_churn
| 0.025123 | 0 |
no_churn
| -0.066506 | -0.001062 | 0.066666 | 0.056949 | 0.079985 | 0.084578 | -0.028397 | -0.007238 |
Female
| 40 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
4 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d9bc082e-1a18-42c4-b425-497c940e205f
|
no_churn
| 0.680685 | 0 |
no_churn
| 0.272153 | -0.000102 | -0.026664 | 0.104267 | 0.08758 | 0.136905 | 0.06191 | 0.073092 |
Male
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
12 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
efed4369-51ca-4771-9e75-f5e9d9758bdb
|
no_churn
| 0.116789 | 0 |
no_churn
| 0.029656 | -0.006658 | -0.016301 | -0.009013 | 0.041055 | -0.154097 | 0.076058 | 0.052775 |
Female
| 69 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2488402b-106f-4bff-9e05-063f7a931f26
|
churn
| 0.271666 | 1 |
churn
| -0.019614 | -0.015739 | -0.029274 | -0.133685 | 0.012223 | 0.048289 | -0.051672 | -0.067054 |
Male
| 67 |
Yes
|
No
|
Disabled
|
Suburban
|
High School or Below
| 1,673,330,400 |
9 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
aa81aad9-3a7b-4632-8eb7-ab11effe7b2d
|
churn
| 0.332473 | 1 |
churn
| -0.010479 | -0.01463 | -0.036983 | -0.080064 | -0.139622 | 0.042872 | -0.001963 | 0.011843 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
59 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
e55e5424-bd20-45b9-9188-8f388e3eea6c
|
no_churn
| 0.025123 | 0 |
no_churn
| -0.054608 | -0.003362 | 0.012275 | -0.005589 | 0.013928 | -0.176321 | -0.031703 | -0.023646 |
Male
| 76 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
732fd9c7-ebac-4444-8873-77352e64145b
|
no_churn
| 0.023502 | 0 |
no_churn
| -0.101556 | -0.00126 | -0.006021 | -0.012521 | -0.037678 | -0.151619 | 0.02095 | 0.020679 |
Male
| 44 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
16 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
bc8e643d-d6a4-469a-9553-5089697fd88c
|
churn
| 0.803511 | 1 |
churn
| 0.140587 | -0.002144 | 0.049934 | 0.051507 | 0.101762 | 0.147712 | 0.076373 | 0.068338 |
Female
| 56 |
No
|
Yes
|
Disabled
|
Suburban
|
College
| 1,673,330,400 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
9ad045ab-122f-4f0a-9437-f84deec490ec
|
churn
| 0.72681 | 1 |
churn
| 0.226873 | -0.001085 | 0.061669 | 0.005378 | 0.09296 | 0.130607 | 0.089466 | 0.090106 |
Male
| 21 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
11 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6b3482f8-733d-4c5b-9643-f25a9df0c624
|
churn
| 0.817794 | 1 |
churn
| 0.143447 | -0.002267 | 0.131871 | 0.080633 | 0.122465 | 0.119629 | 0.060961 | 0.069235 |
Female
| 56 |
No
|
Yes
|
Disabled
|
Urban
|
Bachelor
| 1,673,330,400 |
24 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
12074384-06f1-446b-b251-079bf64b1f9c
|
no_churn
| 0.448617 | 0 |
no_churn
| -0.046886 | -0.006945 | 0.110449 | 0.080193 | 0.082063 | 0.110481 | -0.023446 | -0.040074 |
Female
| 23 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
f604016f-fe8b-4d6c-bc5c-46aaaca608d5
|
no_churn
| 0.246953 | 1 |
churn
| -0.153332 | -0.003762 | 0.018034 | 0.047127 | 0.085219 | 0.084269 | 0.015371 | 0.046853 |
Male
| 76 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,673,330,400 |
46 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
58c71f6c-1d72-46f2-b0b9-ea9ba274f157
|
no_churn
| 0.038046 | 0 |
no_churn
| -0.125533 | -0.006651 | 0.004946 | -0.10474 | 0.023135 | 0.028479 | -0.0277 | -0.023962 |
Male
| 33 |
No
|
No
|
Retired
|
Urban
|
Doctor
| 1,673,330,400 |
18 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
fa40733a-cdb0-494b-8a41-78b43c89747b
|
churn
| 0.726166 | 1 |
churn
| -0.05377 | -0.004757 | -0.083609 | -0.045237 | 0.045781 | 0.078092 | -0.005424 | 0.081398 |
Female
| 77 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
52 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
8dac6e9f-91c9-430c-a04f-da668808c6e7
|
no_churn
| 0.248195 | 0 |
no_churn
| -0.073681 | -0.001572 | -0.038838 | -0.012047 | -0.027055 | -0.137187 | 0.006413 | 0.024942 |
Male
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
72 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
2b0e8663-98c8-44fe-8ab3-a31428802a74
|
no_churn
| 0.004856 | 0 |
no_churn
| -0.168964 | -0.002125 | -0.004878 | 0.012818 | -0.095707 | 0.05025 | 0.079838 | 0.053075 |
Female
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
30 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
bfa9edcf-bce6-4b6d-9c22-ec2044a5bcf3
|
no_churn
| 0.341131 | 0 |
no_churn
| -0.186094 | -0.004931 | -0.016649 | -0.145095 | 0.018643 | 0.050983 | -0.035603 | 0.059721 |
Male
| 40 |
No
|
No
|
Employed
|
Rural
|
College
| 1,673,330,400 |
51 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6171ffbc-d542-45d6-97af-fc9b92afbe7e
|
churn
| 0.472074 | 1 |
churn
| 0.05785 | -0.000419 | 0.171692 | 0.117668 | 0.143942 | 0.114674 | -0.001814 | 0.015785 |
Female
| 38 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5968c7e-ae3a-4f5b-9096-8bb82498b20c
|
no_churn
| 0.16127 | 0 |
no_churn
| -0.014232 | -0.003271 | 0.061507 | 0.126815 | -0.031559 | 0.092706 | 0.003814 | 0.014279 |
Male
| 20 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
9d83b98f-21c6-46ef-abdb-9865eb58d977
|
no_churn
| 0.031041 | 0 |
no_churn
| -0.076472 | -0.00385 | -0.014273 | -0.045798 | -0.020123 | -0.05359 | -0.025471 | -0.029449 |
Male
| 44 |
Yes
|
No
|
Medical Leave
|
Rural
|
High School or Below
| 1,673,330,400 |
45 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
6e4a4ee9-fd02-4071-a202-3b24b56f8bf3
|
no_churn
| 0.10975 | 0 |
no_churn
| -0.213918 | -0.00375 | -0.006781 | -0.033844 | 0.057122 | 0.020016 | 0.01362 | 0.04851 |
Female
| 33 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
49ca4113-4de8-4ca8-bff2-0a84c6819e8d
|
churn
| 0.437481 | 1 |
churn
| 0.308048 | 0.118279 | 0.067553 | 0.029049 | 0.067418 | 0.180741 | -0.015453 | -0.024661 |
Female
| 50 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4cf808e9-61ae-43b8-bff3-51477a6f3be1
|
no_churn
| 0.303596 | 0 |
no_churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 71 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,673,330,400 |
3 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
8f8293bd-703b-479b-af17-fc311009d416
|
no_churn
| 0.418437 | 0 |
no_churn
| 0.083922 | 0.051303 | 0.037569 | -0.01831 | 0.004206 | 0.122158 | 0.056239 | 0.015588 |
Female
| 55 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
57fa87d6-77ec-4f27-83e9-b5cc20955891
|
no_churn
| 0.421937 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Female
| 55 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
15 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b9dd9f39-aaed-4681-b895-a5fe4f40b9ce
|
no_churn
| 0.427712 | 0 |
no_churn
| 0.098763 | -0.003275 | -0.034186 | 0.073063 | 0.025705 | 0.121385 | -0.003919 | -0.031794 |
Male
| 61 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
6762a7aa-daeb-4099-ae85-2cf36b17df6c
|
no_churn
| 0.097652 | 0 |
no_churn
| 0.094036 | 0.004312 | -0.028194 | 0.085037 | 0.060522 | 0.138283 | 0.181161 | 0.085816 |
Male
| 80 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
72 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
fd6c57d0-a0f2-48d8-a9b3-0e59a957ccec
|
no_churn
| 0.005232 | 0 |
no_churn
| -0.117924 | 0.060602 | 0.044205 | 0.034024 | -0.034853 | 0.102857 | 0.11558 | 0.056483 |
Female
| 79 |
No
|
Yes
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
20 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
7f58bf0c-6576-45ed-9853-1714281e45b4
|
no_churn
| 0.377166 | 0 |
no_churn
| 0.099656 | -0.003851 | 0.035037 | 0.00943 | 0.109265 | 0.136634 | 0.214237 | 0.130566 |
Male
| 47 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
54d04945-9a69-47fb-bd41-5e3b1ba2c98c
|
no_churn
| 0.02265 | 0 |
no_churn
| -0.021273 | -0.007269 | -0.02141 | -0.064169 | 0.009429 | -0.111536 | -0.017436 | -0.035362 |
Male
| 46 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3b7661d-66d9-477a-9105-30671d3860dd
|
churn
| 0.314164 | 1 |
churn
| 0.026644 | -0.015828 | -0.027155 | -0.041663 | -0.012496 | 0.060492 | -0.036129 | -0.020594 |
Male
| 49 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,673,330,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
34e5b199-6b31-476f-9a17-99c8becf0304
|
no_churn
| 0.015225 | 0 |
no_churn
| -0.08695 | -0.006377 | -0.031452 | -0.024896 | -0.109334 | 0.030546 | -0.01308 | 0.012518 |
Female
| 28 |
No
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,673,330,400 |
25 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
a2a9cfe7-4d60-41c8-9dea-58a54d15df75
|
churn
| 0.289953 | 1 |
churn
| -0.02881 | -0.004297 | -0.085679 | -0.072584 | 0.067929 | 0.048307 | 0.126856 | 0.089966 |
Male
| 63 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
28 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5928f3f7-84ca-455e-beb7-fce055ffd6ff
|
no_churn
| 0.042102 | 0 |
no_churn
| -0.106658 | -0.008767 | -0.022794 | -0.076681 | -0.027523 | 0.032288 | -0.036486 | -0.022406 |
Male
| 33 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f0e2b19f-d407-4018-b0a9-928768b9d391
|
churn
| 0.38989 | 1 |
churn
| 0.316146 | -0.010979 | 0.065336 | 0.017182 | -0.014455 | 0.139459 | -0.025275 | -0.019106 |
Female
| 24 |
No
|
No
|
Disabled
|
Suburban
|
Doctor
| 1,673,330,400 |
21 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
535221b3-ab50-47ec-9064-e4c97b871cf5
|
no_churn
| 0.421937 | 0 |
no_churn
| -0.004141 | -0.00256 | -0.007087 | 0.122983 | 0.060045 | 0.096059 | -0.01971 | -0.022515 |
Male
| 63 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,673,330,400 |
6 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
30279842-4994-4980-8c5c-d803b45a96e9
|
no_churn
| 0.202775 | 0 |
no_churn
| -0.017305 | -0.009564 | -0.01666 | -0.132313 | -0.016353 | 0.058111 | -0.066538 | -0.068404 |
Female
| 67 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
29 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
833e5d0b-636d-4bfe-95f4-4653d1033505
|
no_churn
| 0.110159 | 0 |
no_churn
| -0.033876 | -0.000827 | -0.023233 | -0.008304 | 0.072963 | -0.179349 | 0.062864 | 0.073652 |
Male
| 26 |
No
|
Yes
|
Employed
|
Urban
|
Doctor
| 1,673,330,400 |
48 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
f9dd487a-99f9-4d07-8d7f-c808c91e337a
|
churn
| 0.441017 | 1 |
churn
| -0.061382 | -0.004629 | 0.088327 | 0.111351 | -0.018344 | 0.059903 | 0.094487 | 0.046595 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5f2f49d4-8026-401f-a095-c4652e81f151
|
no_churn
| 0.046512 | 0 |
no_churn
| 0.024539 | -0.003357 | -0.057985 | -0.022536 | -0.004069 | -0.132783 | -0.021018 | -0.02496 |
Male
| 43 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55ab12f3-492a-45d1-a8fc-99c6e0ab5bcd
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.092087 | -0.006586 | -0.035433 | -0.035948 | -0.064115 | 0.032493 | -0.01918 | -0.02817 |
Male
| 47 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
49 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
839ed9fd-713b-4569-ac9b-2d23f8d95aa0
|
no_churn
| 0.02874 | 0 |
no_churn
| -0.059933 | -0.012288 | -0.038505 | -0.015449 | 0.013935 | -0.086427 | -0.025017 | -0.045342 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
238aeb5d-3673-4794-ac1c-da9e324843d8
|
churn
| 0.411976 | 1 |
churn
| 0.063351 | -0.000636 | 0.123919 | 0.078324 | 0.096678 | -0.064866 | 0.101861 | 0.112342 |
Female
| 76 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
479bf5ea-8f07-4da2-a04c-f7085fc35466
|
no_churn
| 0.329117 | 0 |
no_churn
| -0.225314 | -0.006143 | -0.059396 | -0.036076 | -0.035421 | 0.048794 | 0.028941 | 0.035589 |
Female
| 75 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,673,330,400 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
b4f06d1f-1ca5-4c0f-a913-ea7f7d05b521
|
no_churn
| 0.022105 | 0 |
no_churn
| -0.075667 | -0.004397 | -0.022663 | -0.017389 | 0.000103 | -0.098716 | -0.020808 | -0.02949 |
Female
| 75 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,673,330,400 |
68 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6da88a22-0250-465c-979b-29549190f518
|
no_churn
| 0.029816 | 0 |
no_churn
| -0.067403 | -0.003991 | -0.004282 | -0.034214 | -0.032834 | -0.074514 | -0.018012 | -0.033777 |
Male
| 77 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5275da2d-f073-4880-930b-2af84040f746
|
no_churn
| 0.60949 | 0 |
no_churn
| 0.086209 | -0.002091 | 0.039556 | 0.129146 | 0.116242 | 0.152587 | 0.124078 | 0.059581 |
Male
| 80 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
419fe7f6-fdab-460f-9001-5ae6cfa191bb
|
churn
| 0.754969 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 76 |
No
|
No
|
Employed
|
Suburban
|
Doctor
| 1,673,330,400 |
4 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<50hrs
|
Active
|
00d6ffa9-2eb7-4fce-abce-de9828a9e27d
|
no_churn
| 0.66849 | 0 |
no_churn
| 0.178905 | 0.012784 | 0.02469 | -0.01805 | -0.044268 | 0.139911 | 0.148939 | 0.038062 |
Male
| 33 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,673,330,400 |
42 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1eb4ab7d-2937-4859-87bc-c2fff6d8c698
|
no_churn
| 0.02265 | 0 |
no_churn
| -0.031392 | -0.006694 | -0.065906 | -0.139986 | 0.021379 | 0.051199 | -0.026409 | -0.025503 |
Male
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
398395b7-c289-4e5b-9735-e85c030ec19e
|
churn
| 0.462489 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 64 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,673,330,400 |
14 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fe3b42d3-d8cc-4a61-9937-84da64a179bc
|
churn
| 0.513935 | 1 |
churn
| 0.123332 | -0.004454 | -0.036992 | 0.042442 | 0.053051 | 0.130497 | 0.174195 | 0.074069 |
Female
| 50 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
54 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e8c0fe4-f691-4220-bccb-6c0471c293c0
|
churn
| 0.013148 | 0 |
no_churn
| -0.082345 | -0.004489 | -0.095484 | 0.008583 | 0.045589 | 0.023429 | -0.038053 | -0.056256 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,673,330,400 |
71 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
aab41068-c6ad-4245-9cc3-ad7c6806394c
|
churn
| 0.021659 | 0 |
no_churn
| -0.062923 | -0.003973 | -0.040803 | -0.013689 | -0.072118 | 0.048417 | -0.030965 | -0.042973 |
Male
| 75 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
a1191730-8e47-4b75-a497-f42aba166741
|
churn
| 0.02801 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Male
| 78 |
No
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,673,330,400 |
67 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
de0565d2-1329-44b6-a822-5334a3edd669
|
no_churn
| 0.05766 | 0 |
no_churn
| -0.213681 | -0.003796 | -0.024192 | -0.064258 | -0.006512 | 0.030914 | -0.007825 | 0.030322 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
df9bd99d-9a7a-4552-a16e-b77097aebb6d
|
no_churn
| 0.083047 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 35 |
No
|
No
|
Disabled
|
Rural
|
College
| 1,673,330,400 |
70 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
39ee44bf-3c24-4171-a603-4e56c909fcce
|
no_churn
| 0.022105 | 0 |
no_churn
| -0.093042 | -0.003743 | -0.042828 | -0.0059 | 0.010142 | 0.056762 | -0.033159 | -0.057258 |
Male
| 39 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
72 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec3760ce-b6fd-49cb-bb8c-6daac12298e8
|
no_churn
| 0.004154 | 0 |
no_churn
| -0.10492 | -0.004708 | -0.052885 | -0.04342 | -0.029613 | 0.034541 | -0.018638 | -0.049383 |
Female
| 51 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,673,330,400 |
2 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a3355452-a642-4b5c-be47-17e08c9f7923
|
churn
| 0.512821 | 1 |
churn
| 0.174174 | -0.008033 | -0.038621 | 0.132155 | -0.019933 | 0.124624 | -0.014465 | -0.040643 |
Male
| 23 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
7 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
79ae4b12-d10c-4382-ada8-122e59ea18b5
|
churn
| 0.421174 | 1 |
churn
| 0.103412 | -0.001061 | -0.044889 | 0.10416 | 0.014763 | 0.116637 | -0.015948 | -0.03727 |
Male
| 48 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
50 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
c244add4-b300-4743-bb3e-08854ffe771b
|
no_churn
| 0.008445 | 0 |
no_churn
| -0.029753 | -0.003841 | -0.019609 | -0.026987 | 0.015982 | -0.133223 | -0.024432 | -0.047164 |
Female
| 69 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,673,330,400 |
65 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
4d9ed8da-9680-47a3-b788-c400d9c07ae0
|
no_churn
| 0.246953 | 1 |
churn
| -0.153332 | -0.003762 | 0.018034 | 0.047127 | 0.085219 | 0.084269 | 0.015371 | 0.046853 |
Female
| 23 |
Yes
|
No
|
Retired
|
Rural
|
Bachelor
| 1,673,330,400 |
34 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8c40f824-20ec-4057-b241-a09e4e180f51
|
no_churn
| 0.367753 | 0 |
no_churn
| -0.169538 | -0.001414 | -0.001871 | -0.050591 | 0.004378 | 0.055069 | 0.018492 | -0.004052 |
Male
| 69 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,673,330,400 |
37 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
275b6b57-c7f1-44ca-9cf8-6267c27c3bd6
|
no_churn
| 0.329117 | 0 |
no_churn
| -0.225314 | -0.006143 | -0.059396 | -0.036076 | -0.035421 | 0.048794 | 0.028941 | 0.035589 |
Male
| 75 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,673,330,400 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
723c66be-7786-45b4-8d60-ab92b9e3ce69
|
churn
| 0.725746 | 1 |
churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 35 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,673,330,400 |
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