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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3f25a3a-6735-4f37-95a2-d18804b4171c
|
churn
| 0.474406 | 1 |
churn
| 0.266097 | -0.00606 | -0.03215 | 0.106095 | -0.029405 | 0.116026 | -0.017565 | -0.0257 |
Female
| 25 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
18 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9185ac5e-08c3-41d9-a30c-8ce3235d3cf9
|
churn
| 0.506625 | 1 |
churn
| -0.144107 | -0.006956 | 0.020893 | 0.056638 | -0.141014 | 0.041333 | -0.043672 | -0.042141 |
Female
| 35 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
30 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f38b9119-a03c-4750-9857-904df05ddcbb
|
no_churn
| 0.222462 | 0 |
no_churn
| -0.039682 | -0.008557 | 0.027317 | 0.124745 | 0.047384 | 0.097495 | -0.021911 | -0.004005 |
Male
| 22 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,120,800 |
41 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
23463ac8-1807-4fb6-bf4f-0bb0751de5fe
|
no_churn
| 0.092337 | 0 |
no_churn
| -0.05131 | -0.001002 | -0.042786 | -0.056742 | 0.047143 | -0.158832 | 0.050799 | 0.063704 |
Female
| 48 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
1 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
09d498ff-24bd-4e50-98a5-1195de828ca8
|
churn
| 0.687135 | 1 |
churn
| 0.272129 | 0.084874 | 0.026938 | -0.054536 | -0.036011 | 0.14962 | 0.117654 | 0.060306 |
Female
| 39 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,120,800 |
55 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
2b0ca505-0a71-4d21-a26b-aede52ee942e
|
no_churn
| 0.013721 | 0 |
no_churn
| -0.01577 | -0.000596 | -0.010339 | -0.002607 | 0.066931 | -0.16359 | -0.012736 | 0.059681 |
Female
| 51 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,120,800 |
2 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
a00192d6-1f8c-4dfb-87e2-081414b154f8
|
churn
| 0.792586 | 1 |
churn
| 0.263002 | 0.028792 | -0.002787 | 0.003999 | 0.07655 | 0.167909 | 0.062946 | 0.056728 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
23 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
38f79e1e-2876-426b-8147-8a97484e85a9
|
no_churn
| 0.112379 | 0 |
no_churn
| -0.074519 | -0.005532 | 0.015721 | -0.033374 | -0.145427 | -0.043574 | 0.017018 | 0.023994 |
Female
| 71 |
No
|
Yes
|
Disabled
|
Rural
|
College
| 1,672,120,800 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
9b149b6e-ccb3-4044-96f3-d22d269224e1
|
no_churn
| 0.003967 | 0 |
no_churn
| -0.121893 | -0.002429 | 0.017145 | -0.011939 | 0.040212 | -0.153548 | 0.045151 | 0.047033 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
57 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
8d8b8880-0bdd-4133-be59-3a133b4f956a
|
churn
| 0.159245 | 1 |
churn
| -0.052821 | -0.001306 | -0.075728 | -0.01002 | 0.034415 | -0.138156 | 0.056735 | 0.057855 |
Male
| 70 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
21 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
17f8c22c-5f1a-4513-a28b-c9bc6c34ce4b
|
churn
| 0.174009 | 1 |
churn
| 0.030917 | 0.045063 | -0.001902 | 0.015903 | 0.017909 | -0.074655 | 0.057144 | 0.063928 |
Female
| 70 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
24 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
fa93ced7-6cff-4a77-94aa-400b06d3150e
|
churn
| 0.407613 | 1 |
churn
| -0.075928 | 0.076312 | 0.02149 | 0.033615 | -0.083125 | 0.075021 | -0.012583 | 0.026172 |
Male
| 22 |
No
|
Yes
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,120,800 |
4 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
e66816c3-1889-4290-820a-d2c1a3ed26df
|
no_churn
| 0.305079 | 0 |
no_churn
| 0.021079 | -0.008361 | -0.055135 | -0.082452 | 0.070045 | 0.097573 | -0.015764 | 0.002906 |
Male
| 62 |
No
|
No
|
Medical Leave
|
Rural
|
Master
| 1,672,120,800 |
44 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
971c4fe9-f35b-41f3-9256-8891b2e276b8
|
churn
| 0.034722 | 0 |
no_churn
| -0.066024 | 0.0169 | 0.003591 | -0.015376 | -0.048796 | -0.193381 | 0.013845 | 0.030215 |
Male
| 52 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,672,120,800 |
61 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
77a98e36-b552-4ad3-802f-435700a31d39
|
no_churn
| 0.008169 | 0 |
no_churn
| -0.131883 | -0.001955 | 0.003394 | 0.032262 | 0.056211 | -0.212028 | 0.069338 | 0.056467 |
Male
| 27 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
30 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
4fc02655-33d4-4ab3-a890-8abadfad79b2
|
no_churn
| 0.05393 | 0 |
no_churn
| -0.056241 | -0.00424 | -0.008473 | -0.056178 | -0.020193 | -0.086596 | -0.016106 | -0.020998 |
Female
| 78 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,120,800 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
202da0c6-54bd-4fcf-9fcb-fad5d80c45be
|
no_churn
| 0.062909 | 0 |
no_churn
| -0.022367 | -0.00682 | -0.031132 | -0.038095 | -0.027705 | -0.076949 | -0.028805 | -0.037153 |
Female
| 61 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,120,800 |
5 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
401acf0a-46df-4e17-b98d-82f77f4f8f41
|
no_churn
| 0.092364 | 0 |
no_churn
| 0.13856 | -0.004215 | -0.015113 | -0.046239 | 0.057747 | 0.101414 | -0.029596 | -0.059099 |
Female
| 39 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fe820e7c-909e-4287-97d2-23a2979ea063
|
churn
| 0.372069 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 61 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,120,800 |
20 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8702a52d-067b-442f-8e25-c4c1fa27918e
|
no_churn
| 0.014758 | 0 |
no_churn
| -0.027723 | -0.006286 | -0.021052 | -0.035581 | 0.007731 | -0.105714 | -0.035042 | -0.045359 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
22 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c3d4dded-eab0-4b46-a5e5-76df8d599051
|
no_churn
| 0.011168 | 0 |
no_churn
| -0.014718 | -0.003181 | 0.017297 | -0.00974 | -0.011506 | -0.178141 | -0.033106 | -0.035932 |
Female
| 47 |
No
|
Yes
|
Employed
|
Rural
|
Master
| 1,672,120,800 |
11 |
No
|
No phone service
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c87da4cf-a999-41e1-b213-a828edb701ac
|
no_churn
| 0.380208 | 0 |
no_churn
| -0.080768 | 0.058263 | 0.01884 | 0.003164 | -0.074882 | 0.062325 | -0.01725 | -0.018718 |
Male
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c29efabb-8df2-49bc-9163-a7a48c0ed8d7
|
no_churn
| 0.037853 | 0 |
no_churn
| -0.012759 | -0.005568 | -0.026362 | -0.099046 | -0.004392 | -0.028816 | -0.019112 | -0.025396 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
58 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
c79eb85b-f881-4e4a-81ee-313cf65375f6
|
no_churn
| 0.01524 | 0 |
no_churn
| -0.049071 | -0.003753 | 0.011006 | -0.006445 | 0.020707 | -0.167949 | -0.034846 | -0.038675 |
Female
| 45 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,120,800 |
13 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
756298a8-36ad-4d25-b70f-2f039e1cab2c
|
no_churn
| 0.013827 | 0 |
no_churn
| -0.022355 | -0.00572 | -0.021105 | -0.035313 | -0.030662 | -0.113543 | -0.018917 | -0.021412 |
Male
| 29 |
Yes
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,120,800 |
62 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
c4fc0385-558d-4cf3-9444-73a9d5dedd1c
|
no_churn
| 0.014374 | 0 |
no_churn
| -0.072143 | -0.006896 | -0.010969 | -0.020708 | -0.021571 | -0.06989 | -0.020024 | -0.026825 |
Male
| 42 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b18ea94-d0e1-44a1-8f90-d024528d0b80
|
no_churn
| 0.111066 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cae5e0b-780f-4f82-b1a2-63c0128f033a
|
no_churn
| 0.185209 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Male
| 79 |
Yes
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b6387c4-b5d4-449d-be83-27505334a8f8
|
churn
| 0.54258 | 1 |
churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 66 |
No
|
No
|
Disabled
|
Urban
|
Doctor
| 1,672,120,800 |
34 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
a2f2b1dd-c05a-4d91-a3a3-5cfb7b72106f
|
no_churn
| 0.01045 | 0 |
no_churn
| -0.039685 | -0.003953 | 0.003853 | -0.048024 | -0.047385 | -0.103738 | -0.014849 | -0.015246 |
Male
| 24 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
539dc64d-c9bf-44b9-aaac-81c101eec939
|
no_churn
| 0.449979 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 67 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
641db93e-dc3d-4ea4-a0bc-f89597c6b278
|
no_churn
| 0.156598 | 0 |
no_churn
| 0.092419 | -0.013118 | 0.010424 | -0.037118 | 0.069426 | 0.091397 | -0.041665 | -0.057559 |
Female
| 64 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,120,800 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f6fec4bd-95ba-4dda-ba5a-c3bd19deb4cf
|
no_churn
| 0.145459 | 0 |
no_churn
| 0.011936 | -0.01301 | -0.086743 | -0.125288 | -0.022233 | 0.064519 | -0.049692 | -0.048516 |
Male
| 42 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
31 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
dd4de69a-c7d7-4d03-8428-bf13b2370441
|
no_churn
| 0.007079 | 0 |
no_churn
| -0.022455 | -0.003727 | -0.058253 | -0.020396 | 0.001945 | -0.105653 | -0.023752 | -0.036735 |
Male
| 34 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,120,800 |
19 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c8163657-7c12-4d60-9997-3019ec0b630e
|
no_churn
| 0.153879 | 0 |
no_churn
| -0.09723 | 0.026018 | 0.001589 | -0.063663 | -0.06395 | 0.044314 | -0.046587 | -0.069516 |
Female
| 77 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
82428d5f-2d30-42f4-86ad-f65f9743cbe6
|
no_churn
| 0.190682 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 65 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,672,120,800 |
26 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
7188f14a-f848-4983-a33a-eba581f75e36
|
no_churn
| 0.021041 | 0 |
no_churn
| -0.059341 | -0.005703 | 0.012748 | -0.051776 | -0.027493 | -0.090672 | -0.016492 | -0.022796 |
Female
| 64 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,120,800 |
27 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f3631009-0667-4b32-85f5-dd0c73f20ac1
|
no_churn
| 0.016077 | 0 |
no_churn
| -0.050507 | -0.004145 | -0.013587 | -0.042161 | -0.034254 | -0.090986 | -0.015986 | -0.0174 |
Female
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
2 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a5bc488a-66b2-4a95-8dcc-e81385d3c888
|
no_churn
| 0.177279 | 0 |
no_churn
| 0.179694 | -0.015275 | -0.013266 | -0.050628 | 0.007986 | 0.110382 | -0.014215 | -0.017062 |
Male
| 25 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
12 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a4de883d-55d2-4c29-9982-ab649f6dbe6b
|
no_churn
| 0.136098 | 0 |
no_churn
| 0.12934 | -0.000753 | 0.055537 | 0.035837 | -0.041599 | 0.091306 | -0.014709 | -0.017288 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,120,800 |
4 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b80f0068-f210-4608-bc97-16438ac5f910
|
no_churn
| 0.058197 | 0 |
no_churn
| 0.138993 | -0.002449 | -0.004046 | -0.019839 | 0.037303 | 0.101072 | -0.028551 | -0.058278 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
2 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fd32d27d-6360-4de3-88f3-abc3a8d3688c
|
no_churn
| 0.532712 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 54 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,672,120,800 |
9 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
ae2a1758-d598-4204-88ca-485dd301260f
|
no_churn
| 0.029129 | 0 |
no_churn
| -0.003122 | -0.01626 | -0.019054 | -0.039653 | -0.021362 | -0.071429 | -0.026254 | -0.033559 |
Male
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
2 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c17ef585-9b75-4ad6-a091-a4c5cc5e0ddd
|
no_churn
| 0.338793 | 0 |
no_churn
| 0.21591 | -0.008026 | -0.000355 | -0.029114 | 0.024904 | 0.118519 | -0.019358 | -0.031149 |
Male
| 63 |
No
|
Yes
|
Retired
|
Urban
|
College
| 1,672,120,800 |
18 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fd32d6f4-dd5c-454d-9ddd-a0ebccb00f0f
|
no_churn
| 0.147768 | 0 |
no_churn
| -0.077048 | -0.010354 | 0.04261 | -0.011353 | 0.056208 | 0.072692 | -0.06083 | -0.060952 |
Male
| 30 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
55ea768a-aa2c-4901-bc36-3e4853b78c22
|
churn
| 0.279047 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 62 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,120,800 |
6 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
971b622a-3a9f-4d64-9c59-5b5cb5dcf00f
|
no_churn
| 0.102004 | 0 |
no_churn
| 0.083741 | -0.003429 | 0.017994 | -0.008721 | 0.026333 | 0.094736 | -0.043364 | -0.025263 |
Female
| 22 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
55 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
0aeec8e8-fe56-49c3-8928-7a46bb8fe249
|
no_churn
| 0.037334 | 0 |
no_churn
| -0.058376 | -0.005183 | -0.027201 | -0.069689 | 0.015379 | -0.058066 | -0.037556 | -0.028335 |
Female
| 72 |
No
|
Yes
|
Unemployed
|
Rural
|
Master
| 1,672,120,800 |
2 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
98d5a4fa-88cc-47b8-b32e-487d823954fa
|
churn
| 0.47021 | 1 |
churn
| 0.071702 | -0.019281 | -0.065203 | -0.179436 | -0.059781 | 0.054184 | -0.04089 | -0.030322 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
58 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
cc7b3180-892b-4f82-83b4-12a5d050ccb1
|
churn
| 0.06181 | 1 |
churn
| -0.064352 | -0.007598 | -0.027972 | -0.021121 | 0.01067 | -0.09035 | -0.02773 | -0.040574 |
Male
| 80 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
1 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b63c2610-ec03-484b-b00c-460583389dc9
|
churn
| 0.314494 | 1 |
churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 37 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
22 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ef7dd8c0-2468-441e-b239-ab64ce273864
|
no_churn
| 0.044817 | 0 |
no_churn
| -0.044529 | -0.008502 | -0.02955 | -0.035377 | -0.050242 | 0.050337 | -0.037508 | -0.069905 |
Male
| 56 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,120,800 |
19 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f4c99986-8611-4623-8e4f-0b4faffb9546
|
no_churn
| 0.095331 | 0 |
no_churn
| -0.068635 | -0.007536 | -0.022794 | -0.076431 | -0.054451 | 0.030302 | -0.039664 | -0.029817 |
Female
| 64 |
No
|
No
|
Employed
|
Rural
|
Master
| 1,672,120,800 |
7 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4a333e81-4c97-43e4-981d-14791d6e781f
|
no_churn
| 0.397164 | 0 |
no_churn
| -0.084109 | -0.004685 | 0.000619 | -0.117865 | 0.019636 | 0.059831 | -0.068754 | -0.073699 |
Female
| 39 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
24 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b084aaf0-8b80-4562-95bd-d543bfd47a25
|
no_churn
| 0.143533 | 0 |
no_churn
| -0.113682 | -0.016114 | -0.106022 | -0.02257 | 0.022523 | 0.041576 | -0.03003 | -0.034708 |
Male
| 32 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,120,800 |
61 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bb92f102-0fcb-4d29-ada6-ef2054093f48
|
no_churn
| 0.091362 | 0 |
no_churn
| -0.137635 | -0.00263 | 0.02802 | 0.019106 | 0.04528 | 0.067046 | -0.023354 | -0.010858 |
Male
| 53 |
No
|
No
|
Employed
|
Urban
|
Master
| 1,672,120,800 |
18 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
97dafb90-4326-4108-9d33-f0826df449c1
|
no_churn
| 0.085788 | 0 |
no_churn
| -0.088074 | -0.011849 | -0.06268 | -0.013014 | -0.002826 | 0.045992 | -0.059558 | -0.052473 |
Male
| 68 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
71 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
1438e6d0-eef4-480e-b06a-c7ebeb83d291
|
no_churn
| 0.00287 | 0 |
no_churn
| -0.088546 | -0.003852 | -0.000792 | -0.027589 | 0.003078 | -0.108256 | -0.016707 | -0.026362 |
Male
| 55 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,120,800 |
0 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
35b32767-0eb9-4037-8138-67262d3ee13b
|
no_churn
| 0.141863 | 0 |
no_churn
| 0.078315 | -0.006757 | -0.023715 | -0.0505 | -0.001987 | -0.187658 | -0.034696 | -0.042029 |
Male
| 76 |
Yes
|
Yes
|
Employed
|
Urban
|
Master
| 1,672,120,800 |
30 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
f831d106-eb4f-4ee8-bce6-f55f21b2c650
|
no_churn
| 0.008577 | 0 |
no_churn
| -0.028328 | -0.005731 | -0.026595 | -0.030747 | 0.010374 | -0.115316 | -0.031844 | -0.040839 |
Male
| 79 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,672,120,800 |
22 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
488bb82a-07e8-43dc-8db0-ddb1441581fa
|
no_churn
| 0.019083 | 0 |
no_churn
| -0.031813 | -0.00772 | -0.016605 | -0.031357 | -0.024897 | -0.085084 | -0.032559 | -0.038993 |
Male
| 32 |
No
|
No
|
Employed
|
Rural
|
College
| 1,672,120,800 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aaf0c16d-8402-4bf1-b6d7-f36bf14d7af6
|
churn
| 0.589436 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
022c8367-0002-4be9-8a2d-574cb5fb1dd1
|
no_churn
| 0.1688 | 0 |
no_churn
| -0.07628 | -0.006154 | -0.069765 | -0.045519 | -0.017699 | 0.03931 | -0.046578 | -0.04634 |
Female
| 36 |
Yes
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,120,800 |
34 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b7862d4e-fca6-404b-bded-2293786cc302
|
no_churn
| 0.176399 | 0 |
no_churn
| -0.083606 | -0.055165 | -0.023042 | -0.055195 | -0.009684 | 0.051821 | -0.031296 | -0.042861 |
Male
| 76 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
12 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b14ac11d-7c39-413c-b816-b27a449070e7
|
no_churn
| 0.03965 | 0 |
no_churn
| -0.039449 | -0.007967 | -0.010841 | -0.04612 | -0.001427 | -0.063955 | -0.0292 | -0.047568 |
Male
| 65 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,672,120,800 |
53 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
0f9c4e30-a7a9-4cf1-be91-85ed34575658
|
no_churn
| 0.035846 | 0 |
no_churn
| 0.033168 | -0.001362 | 0.008264 | 0.019929 | 0.062222 | -0.105034 | -0.013515 | -0.042436 |
Female
| 79 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
46c16b20-074e-4d43-92cb-4463f2ce2fb6
|
no_churn
| 0.346404 | 0 |
no_churn
| 0.214698 | -0.004688 | 0.000731 | -0.105151 | 0.00444 | 0.113129 | -0.05345 | -0.061319 |
Female
| 68 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,120,800 |
71 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
20d2ecf8-29e4-498a-900b-7115a0c11e17
|
no_churn
| 0.002203 | 0 |
no_churn
| -0.080753 | -0.003509 | 0.006071 | -0.010925 | 0.007978 | -0.146652 | -0.017508 | -0.023728 |
Female
| 44 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
6 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fa3907fa-8c53-44cb-bb34-35c1ce9ee85a
|
no_churn
| 0.028853 | 0 |
no_churn
| 0.013422 | -0.008244 | -0.005993 | -0.018842 | 0.016615 | -0.066812 | -0.030857 | -0.036982 |
Female
| 31 |
No
|
Yes
|
Retired
|
Suburban
|
Bachelor
| 1,672,120,800 |
4 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
e6ca0a75-0076-4e67-a509-3c20eb9d055e
|
no_churn
| 0.01032 | 0 |
no_churn
| 0.038608 | -0.004506 | -0.016483 | -0.03553 | 0.009715 | -0.187647 | -0.029595 | -0.041588 |
Male
| 34 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
19 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
7cdfd010-a34a-4429-94a7-450c71589d7c
|
no_churn
| 0.010071 | 0 |
no_churn
| -0.004864 | -0.004025 | 0.000031 | -0.057027 | -0.000228 | -0.124324 | -0.037863 | -0.040726 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
51 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f793eb6d-359c-4eb8-9941-80b62811213d
|
no_churn
| 0.265134 | 0 |
no_churn
| -0.148103 | 0.020522 | -0.013332 | -0.064496 | -0.036947 | 0.039378 | -0.030398 | -0.03565 |
Female
| 49 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,120,800 |
14 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
8e3369c6-8c11-404e-a3e1-4c7985f2fd09
|
no_churn
| 0.114183 | 0 |
no_churn
| -0.033097 | -0.007224 | -0.02891 | -0.034587 | 0.003293 | -0.090044 | -0.036796 | -0.041661 |
Female
| 28 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,120,800 |
35 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
dd5b8c47-6bc7-481f-9a48-36c3191ac05b
|
no_churn
| 0.00983 | 0 |
no_churn
| -0.037608 | -0.004373 | -0.011097 | -0.050806 | 0.016294 | -0.114574 | -0.027325 | -0.039537 |
Female
| 29 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,120,800 |
18 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
5f58b0d6-1e2b-4e35-b2cc-1725ec1d54d1
|
no_churn
| 0.008502 | 0 |
no_churn
| -0.028179 | -0.005091 | 0.012357 | -0.013632 | 0.00312 | -0.151235 | -0.041385 | -0.044981 |
Female
| 80 |
No
|
Yes
|
Disabled
|
Urban
|
College
| 1,672,120,800 |
44 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
4bae8076-b3ea-46bd-a1f3-abcbda6690e7
|
no_churn
| 0.016898 | 0 |
no_churn
| -0.043722 | -0.003325 | 0.000033 | -0.010083 | 0.022514 | -0.123541 | -0.028157 | -0.042746 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
50 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
9e5badb9-58cb-448a-b7db-d361cadc38e2
|
no_churn
| 0.066001 | 0 |
no_churn
| -0.006717 | 0.066977 | 0.020658 | 0.010292 | 0.062717 | -0.041785 | -0.013866 | -0.017302 |
Male
| 44 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,120,800 |
17 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
f021ede4-4061-447a-9394-adfa923d8411
|
churn
| 0.751947 | 1 |
churn
| 0.067069 | -0.003103 | 0.063835 | 0.030773 | 0.154361 | 0.137112 | 0.116573 | 0.084353 |
Male
| 72 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,120,800 |
4 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
adb8041c-e6b1-4d38-8ddf-d047e340c43b
|
churn
| 0.817437 | 1 |
churn
| 0.143119 | 0.00032 | -0.041377 | -0.002807 | 0.029139 | 0.124728 | 0.036529 | 0.073823 |
Male
| 60 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
52 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fb6cdd01-1f25-4a46-ad11-c079f1a4983e
|
no_churn
| 0.150767 | 0 |
no_churn
| -0.242099 | -0.001982 | -0.019463 | 0.010569 | 0.021181 | 0.073932 | -0.054795 | 0.07363 |
Female
| 54 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
47 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
01b46b48-07c0-43a2-a1f5-5c5a27eafa65
|
no_churn
| 0.166471 | 0 |
no_churn
| -0.01569 | -0.002057 | 0.006482 | 0.041829 | 0.078871 | -0.060538 | -0.017222 | 0.059298 |
Female
| 27 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,672,120,800 |
17 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9dcb7213-cce2-42c9-aa14-49c0b2f2037c
|
no_churn
| 0.374674 | 0 |
no_churn
| 0.192528 | -0.001512 | -0.013957 | 0.046311 | 0.108596 | 0.142353 | 0.154201 | 0.061262 |
Male
| 58 |
No
|
No
|
Unemployed
|
Rural
|
High School or Below
| 1,672,120,800 |
1 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
47195ed3-57b9-4bf1-a00c-21f100a4c603
|
no_churn
| 0.870003 | 0 |
no_churn
| 0.313215 | -0.004057 | -0.019772 | -0.035291 | 0.127626 | 0.150555 | 0.089226 | 0.099473 |
Male
| 58 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,120,800 |
49 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
386547c8-29ee-471d-a951-3ded8b27d7ae
|
no_churn
| 0.354765 | 0 |
no_churn
| -0.009263 | -0.001673 | 0.0569 | 0.007134 | 0.115729 | 0.093581 | 0.068579 | 0.037926 |
Male
| 57 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,120,800 |
23 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
81f4a3b1-3dc7-4cfc-8b01-4a0e1c9e9e27
|
no_churn
| 0.406535 | 0 |
no_churn
| 0.034154 | -0.005511 | 0.154184 | 0.06377 | 0.159198 | 0.087321 | 0.110086 | 0.072772 |
Female
| 50 |
Yes
|
No
|
Employed
|
Rural
|
Bachelor
| 1,672,120,800 |
57 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
5096979a-5f0d-4589-bbdf-67215d727251
|
churn
| 0.407337 | 1 |
churn
| 0.02353 | -0.000183 | 0.071026 | 0.131762 | 0.116854 | 0.076926 | 0.19369 | 0.077369 |
Female
| 65 |
Yes
|
No
|
Employed
|
Rural
|
Master
| 1,672,120,800 |
5 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
9aaf9d4c-7530-4f6d-89b1-e05042ede361
|
no_churn
| 0.60392 | 0 |
no_churn
| 0.156716 | -0.001607 | 0.001891 | -0.032885 | 0.075247 | 0.146317 | 0.126605 | 0.079525 |
Male
| 34 |
Yes
|
No
|
Medical Leave
|
Rural
|
College
| 1,672,120,800 |
28 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
91d1b112-44db-4116-ae58-992e4668b2b0
|
churn
| 0.321457 | 1 |
churn
| 0.019597 | 0.000301 | 0.097797 | 0.025257 | 0.145248 | -0.029622 | 0.163318 | 0.118245 |
Female
| 49 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,120,800 |
29 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
18e2c8bf-bda5-4b8b-9c2f-7762ba8b50ce
|
churn
| 0.427711 | 1 |
churn
| -0.10879 | -0.003287 | -0.008912 | -0.031423 | 0.032499 | 0.02915 | 0.054606 | 0.07525 |
Male
| 74 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
1 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
b83b3dbc-36a8-4367-877d-003b39a8e476
|
churn
| 0.9168 | 1 |
churn
| 0.28411 | -0.004907 | 0.070539 | 0.064627 | 0.080494 | 0.157836 | 0.036574 | 0.041702 |
Male
| 68 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
53 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<80hrs
|
Active
|
1bb891b2-6cda-407f-ab99-e1a8b4045495
|
no_churn
| 0.216094 | 0 |
no_churn
| 0.020788 | -0.003824 | 0.063225 | -0.007266 | 0.016578 | -0.160366 | 0.011008 | 0.070831 |
Male
| 51 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,120,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
100hrs+
|
Active
|
8a07d382-0d23-4b22-8468-bf7ba0f5d7a3
|
no_churn
| 0.112263 | 0 |
no_churn
| -0.093947 | -0.001579 | 0.052022 | 0.039073 | 0.058187 | -0.005791 | 0.085938 | 0.067983 |
Female
| 48 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,672,120,800 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0a572199-2834-4806-a591-7ccd1f619d18
|
churn
| 0.890885 | 1 |
churn
| 0.272089 | -0.005932 | -0.065563 | -0.0016 | 0.089923 | 0.127658 | 0.002106 | 0.016654 |
Male
| 33 |
No
|
Yes
|
Unemployed
|
Urban
|
Bachelor
| 1,672,120,800 |
9 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
02c78f5b-e11a-4c50-a51e-3e57e10cd8d3
|
churn
| 0.819298 | 1 |
churn
| 0.115761 | -0.004368 | 0.146165 | 0.023788 | 0.10757 | 0.115228 | 0.101798 | 0.072949 |
Female
| 46 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,120,800 |
61 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
One year
|
<50hrs
|
Active
|
e1d6d08b-4f60-4ac8-81a7-76ecb961f488
|
no_churn
| 0.311134 | 0 |
no_churn
| -0.123266 | -0.002095 | -0.026585 | -0.040278 | -0.049599 | -0.068483 | -0.001192 | 0.042473 |
Male
| 71 |
No
|
Yes
|
Employed
|
Suburban
|
Doctor
| 1,672,120,800 |
52 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
df0a90e0-5178-4543-adf9-97bde86c6b3c
|
no_churn
| 0.431558 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 57 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
56 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
0a57615c-b0cd-48dd-9e17-2b3434f00e8d
|
churn
| 0.330163 | 0 |
no_churn
| -0.208797 | -0.003802 | -0.000421 | 0.006338 | 0.040726 | 0.017149 | -0.015152 | 0.024931 |
Male
| 65 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
3 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
e24bcbaa-f367-4625-b070-0cb8a1accf66
|
no_churn
| 0.546463 | 0 |
no_churn
| 0.073795 | -0.005501 | -0.093446 | 0.04021 | -0.0101 | 0.109595 | -0.027131 | 0.037603 |
Male
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,120,800 |
59 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
d1b38860-c349-410f-9770-6c606c19d293
|
no_churn
| 0.137542 | 0 |
no_churn
| -0.05011 | -0.001975 | -0.047635 | -0.025986 | 0.027075 | -0.214496 | 0.05593 | 0.043171 |
Female
| 40 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,120,800 |
19 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
d7574bd3-954f-40f1-ad66-f5ae4d7be0e6
|
no_churn
| 0.625543 | 0 |
no_churn
| 0.148578 | -0.005019 | 0.013181 | 0.071287 | 0.116865 | 0.122464 | 0.069509 | 0.053274 |
Male
| 41 |
No
|
No
|
Unemployed
|
Urban
|
College
| 1,672,120,800 |
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