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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
6d5d2132-5225-4857-9001-6fc16836ce25
|
no_churn
| 0.028652 | 0 |
no_churn
| -0.066666 | -0.005138 | 0.01769 | -0.052826 | -0.149819 | 0.04196 | 0.028403 | 0.04237 |
Female
| 76 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,725,600 |
27 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b581aa7f-299f-431e-a879-18d6c1e7dfd7
|
no_churn
| 0.488465 | 0 |
no_churn
| -0.066414 | -0.004155 | -0.061019 | 0.102772 | 0.051561 | 0.080675 | -0.043375 | -0.0167 |
Male
| 35 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
50 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
682e2a60-26c0-4a9d-a961-f340175c932f
|
no_churn
| 0.24827 | 0 |
no_churn
| -0.149062 | -0.001742 | 0.005134 | 0.018902 | 0.040727 | -0.147082 | 0.042994 | 0.054435 |
Female
| 77 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,672,725,600 |
28 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7b85173d-a6e0-4540-8eff-88a2b419951e
|
no_churn
| 0.035216 | 0 |
no_churn
| -0.097502 | 0.044614 | 0.022889 | -0.064151 | -0.099537 | 0.061801 | -0.015779 | -0.021363 |
Male
| 55 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f3f15926-79cf-43b5-b40b-38d1d1812708
|
no_churn
| 0.027795 | 0 |
no_churn
| -0.260575 | -0.003827 | 0.027785 | -0.005687 | 0.024829 | 0.021214 | -0.06854 | 0.05744 |
Female
| 53 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
739e79c0-e6de-4178-900c-2c88f46f16c6
|
no_churn
| 0.021294 | 0 |
no_churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Female
| 32 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
19 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
94af5958-bd15-4682-ac1e-cb990bb4cf75
|
no_churn
| 0.18297 | 0 |
no_churn
| -0.01306 | -0.006277 | -0.102139 | -0.01234 | -0.052452 | 0.029748 | -0.026699 | -0.028305 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
47 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b40a6c1e-f314-4cdf-bb75-974700da289d
|
no_churn
| 0.074229 | 0 |
no_churn
| 0.030882 | -0.001331 | 0.04395 | 0.134151 | 0.043117 | 0.12672 | -0.00966 | -0.017157 |
Male
| 76 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
3 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
84521e40-a757-46c6-80a2-75bfdbef7e41
|
no_churn
| 0.622866 | 0 |
no_churn
| 0.245211 | -0.003323 | -0.03706 | 0.126145 | 0.0091 | 0.112943 | -0.023174 | -0.025039 |
Male
| 51 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
8 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fb6850d5-04a5-41ec-bf89-1bb5a206ce01
|
no_churn
| 0.408953 | 0 |
no_churn
| -0.061586 | -0.015667 | -0.049316 | -0.080597 | 0.039486 | 0.06813 | -0.056532 | -0.073696 |
Male
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8006a176-290b-4d0b-b114-db0d067e0f13
|
no_churn
| 0.021112 | 0 |
no_churn
| -0.076832 | -0.00615 | -0.033818 | -0.065764 | -0.002446 | 0.043324 | -0.062069 | -0.06527 |
Female
| 25 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
32 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
053c8d68-7920-4136-b596-6b82d56b0862
|
no_churn
| 0.473498 | 0 |
no_churn
| -0.08864 | -0.002134 | 0.069597 | -0.022316 | 0.06713 | 0.0919 | 0.048907 | 0.094591 |
Female
| 79 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
460c012b-194c-4548-87c3-e65cfb563f50
|
no_churn
| 0.011955 | 0 |
no_churn
| -0.124609 | -0.00326 | 0.010237 | 0.034016 | -0.053497 | -0.172884 | 0.015441 | 0.02553 |
Female
| 43 |
Yes
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
23 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
8b939e0e-df09-4e9f-a97e-f2b5617f32bc
|
no_churn
| 0.04984 | 0 |
no_churn
| -0.126048 | -0.015564 | -0.104089 | -0.023796 | 0.015927 | 0.037207 | -0.023863 | -0.028801 |
Male
| 48 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
3dde1280-a054-43f6-b078-d2957f878912
|
no_churn
| 0.011955 | 0 |
no_churn
| -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 |
Female
| 30 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b5ef65c5-8d3b-4234-bb27-1e985a0898d2
|
no_churn
| 0.016771 | 0 |
no_churn
| 0.18097 | 0.004528 | 0.059156 | 0.089948 | 0.135656 | 0.12415 | -0.005297 | 0.020947 |
Male
| 26 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
26 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bd1bf190-d752-4a35-9ec1-18a6ba58002f
|
no_churn
| 0.069922 | 0 |
no_churn
| -0.12524 | -0.004352 | -0.056179 | 0.077847 | 0.028471 | 0.064872 | -0.037299 | -0.024627 |
Female
| 34 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
22 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
00acd075-5580-4483-9273-4478add67994
|
no_churn
| 0.070796 | 0 |
no_churn
| 0.004213 | -0.006296 | -0.022686 | -0.01378 | -0.015026 | -0.16324 | -0.025041 | -0.02717 |
Female
| 71 |
No
|
Yes
|
Employed
|
Rural
|
College
| 1,672,725,600 |
62 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
ac17fa81-2a17-4907-b2a3-790fe91ec381
|
no_churn
| 0.052418 | 0 |
no_churn
| -0.135422 | -0.002458 | -0.010121 | -0.008946 | 0.039098 | -0.196628 | 0.024779 | 0.040672 |
Female
| 61 |
No
|
Yes
|
Disabled
|
Suburban
|
Bachelor
| 1,672,725,600 |
4 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7838a633-b9e2-47c0-9715-ed417ac962c5
|
no_churn
| 0.441151 | 0 |
no_churn
| 0.027794 | -0.011964 | -0.016636 | -0.148777 | -0.094111 | 0.058259 | -0.044004 | -0.039589 |
Female
| 48 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3e47701-a219-426d-b4ee-0ebac6817fe7
|
churn
| 0.818874 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 72 |
Yes
|
No
|
Disabled
|
Urban
|
College
| 1,672,725,600 |
2 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
00343db5-ebae-46c1-9cdf-42b0d38200a8
|
no_churn
| 0.662663 | 0 |
no_churn
| 0.17067 | -0.006838 | 0.03889 | 0.148428 | -0.029646 | 0.13683 | -0.00991 | -0.038043 |
Female
| 58 |
No
|
Yes
|
Unemployed
|
Suburban
|
Doctor
| 1,672,725,600 |
26 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b6fa1dfc-0aae-4f67-991b-0d5d8fea4d80
|
churn
| 0.415424 | 1 |
churn
| -0.139934 | -0.002264 | -0.017416 | 0.01675 | -0.025458 | 0.068113 | -0.064328 | 0.035512 |
Female
| 79 |
No
|
No
|
Disabled
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e2d8ceed-6962-48d6-9e49-4fb735fe6154
|
churn
| 0.838167 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Male
| 20 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,672,725,600 |
43 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
b68641c8-8ec7-46a6-adcb-3e070d07add4
|
churn
| 0.412524 | 1 |
churn
| 0.074073 | -0.004226 | 0.065701 | 0.17539 | 0.05697 | 0.146036 | 0.117268 | 0.099762 |
Female
| 73 |
Yes
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
28 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
524416fe-cf32-487d-84e2-fb282394d8e2
|
no_churn
| 0.035216 | 0 |
no_churn
| -0.097502 | 0.044614 | 0.022889 | -0.064151 | -0.099537 | 0.061801 | -0.015779 | -0.021363 |
Female
| 38 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
45 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
adc97feb-270d-4887-be0e-7b6df24bc4ed
|
no_churn
| 0.242238 | 0 |
no_churn
| -0.211794 | -0.00285 | -0.002738 | -0.161126 | 0.046349 | -0.002476 | 0.060973 | 0.044636 |
Female
| 64 |
Yes
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
63 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
01ad85de-6626-4843-b2bc-38f1a5853d7f
|
no_churn
| 0.005727 | 0 |
no_churn
| -0.055252 | -0.001565 | -0.009653 | 0.002286 | -0.031894 | 0.056924 | -0.036624 | -0.043248 |
Male
| 52 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9f8d44d8-1294-4f9b-bd61-200f6e900e50
|
no_churn
| 0.402803 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 52 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
d4ac787c-c73b-4f38-80a1-fb922b5a3304
|
no_churn
| 0.021294 | 0 |
no_churn
| -0.010035 | -0.007209 | -0.010985 | -0.089292 | -0.039983 | -0.071165 | -0.011489 | -0.028867 |
Female
| 64 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
32 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
4358ffc9-44d8-42ba-8295-e65727c6763e
|
no_churn
| 0.473498 | 0 |
no_churn
| -0.08864 | -0.002134 | 0.069597 | -0.022316 | 0.06713 | 0.0919 | 0.048907 | 0.094591 |
Female
| 76 |
No
|
Yes
|
Unemployed
|
Suburban
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
fd0839c2-897c-45d8-823f-248585315a71
|
no_churn
| 0.009945 | 0 |
no_churn
| -0.264017 | -0.002319 | -0.018332 | -0.064339 | 0.01517 | 0.062642 | -0.036577 | 0.058746 |
Female
| 62 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
46 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
1efa82db-51bb-46bb-95d2-699edd500992
|
no_churn
| 0.090709 | 0 |
no_churn
| -0.092541 | -0.006175 | -0.003383 | -0.017684 | 0.018508 | -0.116146 | -0.00385 | 0.055579 |
Female
| 71 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
740e2838-d883-4e60-9054-508a18e558a3
|
no_churn
| 0.657422 | 0 |
no_churn
| 0.074535 | -0.004501 | 0.110634 | 0.008177 | 0.062705 | 0.083209 | 0.043878 | 0.033754 |
Male
| 45 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
18 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
c7483ace-125d-4670-86cb-3858294e93fb
|
no_churn
| 0.121843 | 0 |
no_churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Male
| 32 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
67 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Two year
|
100hrs+
|
Active
|
fabc4cf4-2824-4d07-991b-2cc1cd99161e
|
churn
| 0.011919 | 0 |
no_churn
| -0.108018 | -0.001589 | -0.028903 | 0.008574 | 0.017686 | -0.174274 | 0.031712 | 0.055785 |
Female
| 49 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9b43b14e-aa1c-471a-a890-9f437b60f60c
|
no_churn
| 0.032369 | 0 |
no_churn
| 0.029112 | -0.001989 | -0.000107 | -0.025506 | -0.016499 | 0.064898 | -0.016796 | -0.010832 |
Male
| 80 |
No
|
No
|
Disabled
|
Urban
|
Doctor
| 1,672,725,600 |
8 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b743bbe6-b0b1-4890-a9c7-db97d491031b
|
no_churn
| 0.32511 | 0 |
no_churn
| 0.093786 | -0.007915 | -0.02917 | 0.094142 | 0.022293 | 0.114676 | -0.038575 | -0.011364 |
Female
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d3c5f493-7b91-4ea5-b0fe-b405249f6486
|
no_churn
| 0.010701 | 0 |
no_churn
| -0.024626 | -0.000879 | 0.014037 | -0.006717 | 0.022638 | 0.067617 | -0.007566 | -0.013531 |
Female
| 54 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
10 |
Yes
|
Yes
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
4ec2c238-9a72-4280-96ec-315a4eb06d9d
|
no_churn
| 0.091193 | 0 |
no_churn
| -0.021125 | -0.008264 | 0.001567 | -0.050942 | -0.010409 | -0.082563 | -0.03759 | -0.039701 |
Female
| 36 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
44 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
02ecdd44-995e-40c2-912a-fa5bac8261f0
|
no_churn
| 0.228034 | 0 |
no_churn
| -0.217903 | -0.005114 | -0.072678 | 0.033546 | 0.002636 | 0.034308 | -0.019418 | -0.024403 |
Male
| 58 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
68 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
e5906b3e-93da-4cfe-af25-c46569ecd03f
|
no_churn
| 0.128557 | 0 |
no_churn
| 0.032734 | 0.002264 | 0.048687 | 0.074208 | -0.033297 | -0.142426 | 0.07734 | 0.076463 |
Male
| 49 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
cd8c3690-21f6-472b-b0e4-7a255aebf874
|
no_churn
| 0.540194 | 0 |
no_churn
| 0.156586 | -0.002524 | 0.11328 | 0.015258 | 0.064215 | 0.138337 | 0.094062 | 0.018379 |
Female
| 70 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d64ff820-5331-4ea1-95da-76ac4dbd90c1
|
no_churn
| 0.021041 | 0 |
no_churn
| -0.099811 | -0.00606 | 0.006288 | -0.083638 | 0.022082 | 0.045635 | -0.067196 | -0.086327 |
Female
| 69 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0908e6fd-7308-452b-9ab0-8142f7c9afb8
|
no_churn
| 0.106636 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
852625d9-f25a-48f2-b7fa-881e21e56266
|
no_churn
| 0.02453 | 0 |
no_churn
| -0.006445 | -0.00438 | -0.026256 | -0.019731 | 0.001609 | -0.148277 | -0.030676 | -0.03487 |
Female
| 37 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
987c3def-17e8-4821-92e8-5b98416aecae
|
no_churn
| 0.009945 | 0 |
no_churn
| -0.184139 | -0.00229 | 0.007484 | 0.013985 | 0.007704 | -0.146909 | -0.001771 | 0.03691 |
Female
| 63 |
No
|
No
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e09b4100-590b-4612-b066-d124d91e64ff
|
no_churn
| 0.226597 | 0 |
no_churn
| -0.041489 | -0.009275 | -0.026263 | -0.099107 | -0.009203 | 0.053038 | -0.066194 | -0.070535 |
Male
| 61 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,672,725,600 |
13 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
dcb55387-23e0-42dd-a630-228cce5bef3d
|
churn
| 0.602869 | 1 |
churn
| 0.052194 | -0.005021 | -0.0668 | 0.148805 | -0.008346 | 0.108179 | -0.039669 | -0.027313 |
Male
| 31 |
No
|
No
|
Medical Leave
|
Urban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6cfc0c54-b7d9-4b5d-a7ae-17abde77cb7a
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 69 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
6 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
e9257eed-8eaa-429e-b254-763d930252c2
|
no_churn
| 0.219319 | 0 |
no_churn
| 0.093742 | 0.001539 | -0.036445 | 0.003033 | -0.076443 | 0.114345 | 0.129538 | 0.071665 |
Female
| 73 |
Yes
|
No
|
Unemployed
|
Rural
|
College
| 1,672,725,600 |
23 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
75a35cc7-30fa-4e09-a7c9-7ab5cf895a49
|
no_churn
| 0.336313 | 0 |
no_churn
| -0.149362 | 0.030869 | -0.045533 | -0.057469 | -0.006655 | 0.031004 | 0.03344 | 0.05468 |
Female
| 75 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
d8012028-4534-45a5-9cb1-639c9c249c51
|
churn
| 0.140037 | 1 |
churn
| -0.026131 | -0.00279 | 0.004924 | -0.037906 | 0.015842 | -0.075457 | -0.104698 | 0.007191 |
Male
| 59 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,672,725,600 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
e8a684eb-c2ad-4034-a5ff-cd5627b73635
|
no_churn
| 0.657422 | 0 |
no_churn
| 0.074535 | -0.004501 | 0.110634 | 0.008177 | 0.062705 | 0.083209 | 0.043878 | 0.033754 |
Female
| 59 |
Yes
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
16 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
6ff611d3-35d2-471b-b85f-74d7a71bc1d1
|
no_churn
| 0.424652 | 0 |
no_churn
| -0.003612 | -0.005464 | -0.101966 | -0.048662 | 0.048981 | 0.093134 | 0.053998 | 0.023898 |
Male
| 50 |
Yes
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
46 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
100hrs+
|
Active
|
7ccca2dd-9705-455d-b976-64b04c6975cb
|
no_churn
| 0.112552 | 0 |
no_churn
| -0.193504 | -0.007763 | -0.005145 | 0.055615 | -0.019045 | 0.046077 | -0.006217 | 0.045955 |
Male
| 40 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,725,600 |
25 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
5e38d871-5bbc-4653-8ff3-4cfe5e32ddc9
|
no_churn
| 0.098061 | 0 |
no_churn
| -0.143309 | 0.024934 | -0.007773 | -0.033535 | -0.116268 | 0.077993 | -0.011946 | 0.040878 |
Male
| 27 |
Yes
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,725,600 |
10 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0cf73598-e111-407f-8407-548261c73839
|
no_churn
| 0.027559 | 0 |
no_churn
| -0.014652 | -0.010705 | -0.081772 | -0.093879 | 0.008817 | 0.054348 | -0.058874 | -0.072308 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
17 |
Yes
|
Yes
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
c1bc41e3-b82e-493f-9872-195d1fd97c2e
|
no_churn
| 0.657422 | 0 |
no_churn
| 0.172792 | -0.004214 | 0.052199 | 0.060285 | 0.150936 | 0.138472 | 0.07891 | 0.039926 |
Female
| 73 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
72 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
b51edd7d-0042-4811-9da2-69f0c3aba0db
|
no_churn
| 0.168658 | 0 |
no_churn
| -0.272601 | -0.003816 | 0.024865 | -0.011984 | 0.015511 | 0.03676 | -0.063771 | 0.052677 |
Female
| 46 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
23 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3d76528-d40f-47a1-84f7-72a9f18c0902
|
no_churn
| 0.229461 | 0 |
no_churn
| -0.055129 | -0.016531 | 0.012466 | -0.107466 | -0.049717 | 0.040597 | -0.022629 | -0.030618 |
Male
| 55 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
4 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
693a11f7-0881-4abc-b7ad-124ecb455083
|
churn
| 0.759753 | 1 |
churn
| 0.168546 | -0.003415 | 0.041361 | 0.150134 | -0.023328 | 0.141803 | -0.031479 | -0.030816 |
Female
| 73 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
5 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
8a96bf4d-10e7-4453-ac5b-e7c8500929cd
|
no_churn
| 0.540194 | 0 |
no_churn
| 0.156586 | -0.002524 | 0.11328 | 0.015258 | 0.064215 | 0.138337 | 0.094062 | 0.018379 |
Female
| 21 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
5 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e1bb59a8-1bb5-413f-af16-d1a75ca4a1bb
|
churn
| 0.4973 | 1 |
churn
| 0.09493 | -0.005606 | -0.075238 | 0.061633 | 0.011272 | 0.112655 | -0.015544 | -0.03558 |
Male
| 36 |
Yes
|
Yes
|
Employed
|
Suburban
|
Master
| 1,672,725,600 |
38 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
76713406-28bf-4d1d-b96e-54511fd3c7ee
|
churn
| 0.140037 | 1 |
churn
| -0.026131 | -0.00279 | 0.004924 | -0.037906 | 0.015842 | -0.075457 | -0.104698 | 0.007191 |
Male
| 43 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
45 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
4f09435c-95e2-47d8-93d7-9230b792648c
|
no_churn
| 0.006915 | 0 |
no_churn
| -0.068246 | -0.004315 | 0.001895 | -0.036306 | -0.026206 | -0.102339 | -0.01567 | -0.01784 |
Female
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
70 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<80hrs
|
Active
|
63492c2f-c34f-4a11-8ce5-c7eb6eb1efd8
|
no_churn
| 0.087955 | 0 |
no_churn
| -0.13101 | -0.002242 | -0.030136 | 0.000731 | -0.004334 | -0.131928 | 0.005303 | 0.031256 |
Female
| 21 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,672,725,600 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
10bc1f90-0f92-41be-9125-e3e74e79c0f3
|
no_churn
| 0.02453 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Female
| 55 |
No
|
Yes
|
Disabled
|
Suburban
|
Master
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b630657f-2184-4c38-8e7b-910f21db8099
|
no_churn
| 0.402803 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 63 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,672,725,600 |
25 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
f86a19be-e506-4163-abf6-09c34627d759
|
churn
| 0.06653 | 1 |
churn
| -0.047271 | -0.003136 | -0.015826 | -0.039101 | 0.011133 | -0.073901 | -0.035925 | -0.065 |
Female
| 60 |
Yes
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
26 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
49389827-5182-4d6b-b36e-96c5146cb1b0
|
no_churn
| 0.129214 | 0 |
no_churn
| -0.100311 | -0.009115 | -0.035654 | 0.001839 | -0.116212 | 0.060765 | 0.063733 | 0.049929 |
Female
| 53 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
70 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
<80hrs
|
Active
|
9e3ad03d-9ac1-4f71-aad7-3a109f54d588
|
no_churn
| 0.087955 | 0 |
no_churn
| -0.194687 | -0.003834 | -0.056946 | -0.0498 | -0.016627 | 0.049149 | -0.00722 | 0.045941 |
Male
| 44 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
13 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
31287da0-c5d5-4113-be0f-edd7b538c4ea
|
no_churn
| 0.551823 | 0 |
no_churn
| 0.151816 | -0.00264 | 0.019828 | 0.059131 | 0.083168 | 0.153631 | 0.107761 | 0.036851 |
Female
| 80 |
No
|
No
|
Retired
|
Rural
|
College
| 1,672,725,600 |
21 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
1a91d28c-e004-4f58-8903-3dc3607c3201
|
no_churn
| 0.016771 | 0 |
no_churn
| 0.010552 | -0.002652 | -0.015999 | -0.003634 | -0.000829 | -0.228626 | -0.014408 | -0.01343 |
Female
| 74 |
No
|
Yes
|
Unemployed
|
Rural
|
Bachelor
| 1,672,725,600 |
23 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
85c9102b-a614-4d08-a11d-2bad426a143d
|
no_churn
| 0.229461 | 0 |
no_churn
| -0.055129 | -0.016531 | 0.012466 | -0.107466 | -0.049717 | 0.040597 | -0.022629 | -0.030618 |
Female
| 27 |
No
|
No
|
Employed
|
Urban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4c759cb0-4ff0-4dcd-9635-d00ed0a368ad
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Male
| 22 |
No
|
No
|
Disabled
|
Urban
|
Bachelor
| 1,672,725,600 |
20 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
b2fa53d5-4173-4b41-bb76-200dba771380
|
no_churn
| 0.021112 | 0 |
no_churn
| -0.032411 | -0.005014 | -0.037117 | -0.029807 | -0.001551 | -0.085108 | -0.039889 | -0.038131 |
Female
| 34 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,672,725,600 |
26 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
2486b92e-449e-4ae9-a2ba-60e26ebb8236
|
no_churn
| 0.129214 | 0 |
no_churn
| -0.100311 | -0.009115 | -0.035654 | 0.001839 | -0.116212 | 0.060765 | 0.063733 | 0.049929 |
Male
| 60 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
460f0a30-6036-49f0-9ef7-99a2470cb210
|
no_churn
| 0.295498 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 43 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
465bafd6-4e21-405c-80f2-7c5d29b571e4
|
no_churn
| 0.530174 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Male
| 38 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
65 |
Yes
|
Yes
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
bbff2229-fc19-4843-92e5-1f0753b2547d
|
no_churn
| 0.007377 | 0 |
no_churn
| -0.082982 | -0.004512 | -0.05134 | -0.048703 | -0.040084 | 0.034371 | -0.021523 | -0.054254 |
Male
| 41 |
No
|
No
|
Retired
|
Rural
|
College
| 1,672,725,600 |
15 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eef743b1-8ca2-4539-a0fd-867696bc6fdc
|
no_churn
| 0.433513 | 0 |
no_churn
| 0.193083 | -0.007261 | 0.106359 | 0.060902 | -0.077051 | 0.115182 | 0.008062 | 0.007603 |
Female
| 38 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,725,600 |
71 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Two year
|
<50hrs
|
Active
|
01879e92-5c59-4ee2-b3bc-034a08dc76f2
|
churn
| 0.443747 | 1 |
churn
| -0.163351 | -0.002019 | 0.014801 | 0.022472 | 0.01628 | -0.134598 | -0.056757 | 0.046646 |
Male
| 33 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
69 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
f3cffaab-da3a-43f6-8bf4-d3ad720cf93f
|
no_churn
| 0.00942 | 0 |
no_churn
| -0.075761 | -0.003719 | -0.022665 | -0.034657 | -0.008283 | 0.050081 | -0.038285 | -0.055736 |
Male
| 34 |
No
|
No
|
Disabled
|
Suburban
|
College
| 1,672,725,600 |
55 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e528259d-7bda-4c55-8187-881b361bd839
|
churn
| 0.044972 | 1 |
churn
| -0.11726 | -0.007436 | -0.030398 | -0.012903 | -0.050474 | 0.004128 | -0.032504 | -0.022178 |
Male
| 36 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
72 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
1343adfd-d7fc-49f8-818b-88d3f500e83f
|
no_churn
| 0.025329 | 0 |
no_churn
| -0.181785 | -0.00395 | 0.009246 | 0.048534 | 0.083728 | 0.084462 | -0.012663 | 0.058163 |
Female
| 22 |
Yes
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,672,725,600 |
59 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9fc0e5bb-cc14-4521-ac30-17c36bae9996
|
no_churn
| 0.011918 | 0 |
no_churn
| -0.057819 | -0.004097 | 0.002932 | -0.028905 | -0.032151 | -0.121517 | -0.015604 | -0.011864 |
Male
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,672,725,600 |
28 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
10e9d356-2f78-42fc-b95e-91ca0204ed56
|
no_churn
| 0.021041 | 0 |
no_churn
| -0.069195 | -0.00356 | -0.001783 | -0.042884 | 0.009117 | -0.076886 | -0.04097 | -0.042865 |
Male
| 22 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e10add6-7e2d-4f96-acea-69a2fa7c1202
|
no_churn
| 0.340585 | 0 |
no_churn
| 0.08727 | -0.012275 | -0.096188 | -0.045743 | 0.015217 | 0.090362 | -0.020635 | -0.012085 |
Female
| 36 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5d29eeb5-e92c-4703-8889-dc1d4a407f89
|
no_churn
| 0.100001 | 0 |
no_churn
| 0.139547 | 0.00117 | 0.044567 | -0.084847 | 0.026057 | 0.101304 | -0.018388 | 0.001699 |
Male
| 57 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,672,725,600 |
34 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1a017713-a5b7-4875-90fa-d4da22184de6
|
no_churn
| 0.103956 | 0 |
no_churn
| -0.080782 | -0.007018 | -0.043093 | -0.023667 | -0.05247 | 0.067478 | 0.062286 | 0.031574 |
Female
| 33 |
No
|
Yes
|
Medical Leave
|
Suburban
|
College
| 1,672,725,600 |
17 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1e24629c-f74a-41ec-8849-490abf5c5941
|
no_churn
| 0.329383 | 0 |
no_churn
| 0.034468 | -0.103573 | -0.030504 | -0.009156 | -0.08392 | 0.076069 | -0.036195 | -0.051215 |
Female
| 80 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
1 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b12856e9-c4c3-46f8-bf7f-fbcbfcac2d03
|
no_churn
| 0.283128 | 0 |
no_churn
| 0.195332 | -0.015414 | -0.064687 | -0.091724 | -0.021266 | 0.107771 | -0.029635 | -0.003611 |
Female
| 39 |
No
|
No
|
Unemployed
|
Urban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
250d43b8-b891-42cc-bea5-c17b216d5bb1
|
no_churn
| 0.38458 | 0 |
no_churn
| 0.230857 | -0.009169 | -0.00129 | -0.050086 | -0.041234 | 0.114011 | -0.036127 | -0.006668 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
High School or Below
| 1,672,725,600 |
28 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d4a0238c-738e-4709-9fc5-b7f2dc382ecc
|
no_churn
| 0.037503 | 0 |
no_churn
| -0.061734 | -0.0074 | -0.014817 | -0.027343 | 0.009058 | -0.080146 | -0.044323 | -0.042322 |
Female
| 44 |
Yes
|
Yes
|
Employed
|
Urban
|
College
| 1,672,725,600 |
17 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3bee48c1-563b-412c-ab40-efe99400fee6
|
no_churn
| 0.100001 | 0 |
no_churn
| 0.139547 | 0.00117 | 0.044567 | -0.084847 | 0.026057 | 0.101304 | -0.018388 | 0.001699 |
Female
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
17 |
Yes
|
Yes
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
cb88433e-89a4-4d07-9d23-7c523d2bd653
|
no_churn
| 0.657422 | 0 |
no_churn
| 0.074535 | -0.004501 | 0.110634 | 0.008177 | 0.062705 | 0.083209 | 0.043878 | 0.033754 |
Female
| 61 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
1 |
Yes
|
No
|
Fiber optic
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e5a0c8ee-1b91-431c-96b7-b7a51ac3c4c9
|
churn
| 0.819235 | 1 |
churn
| 0.303582 | -0.006625 | -0.032842 | 0.135235 | 0.072651 | 0.150208 | -0.018065 | -0.012272 |
Female
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,672,725,600 |
52 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a903e64a-a942-4aac-bbf8-a4885b8da77e
|
no_churn
| 0.04967 | 0 |
no_churn
| -0.092212 | -0.005816 | 0.009917 | -0.012114 | -0.132586 | 0.035204 | -0.021755 | -0.016331 |
Male
| 65 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,672,725,600 |
26 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7ba2e6ff-314d-4eb5-9ca2-7b0738b4e087
|
no_churn
| 0.018855 | 0 |
no_churn
| -0.127392 | -0.014701 | -0.039539 | -0.029823 | -0.044717 | 0.035212 | -0.023642 | -0.024424 |
Male
| 38 |
No
|
Yes
|
Unemployed
|
Urban
|
High School or Below
| 1,672,725,600 |
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