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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
<50hrs
|
Active
|
f793b268-f591-473f-a7f1-29b33b7e94c3
|
churn
| 0.154967 | 0 |
no_churn
| -0.10644 | -0.002314 | 0.00207 | 0.043045 | -0.047315 | -0.172165 | 0.025931 | 0.018162 |
Female
| 22 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
52 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
c54f19aa-f752-4363-b604-54146c55fa56
|
no_churn
| 0.185828 | 0 |
no_churn
| -0.235353 | -0.003445 | -0.050027 | 0.020409 | 0.015361 | 0.044748 | -0.095774 | 0.035056 |
Male
| 29 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
54 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
<80hrs
|
Active
|
f54b4895-7a2f-4f53-baa4-777c6a878bdf
|
churn
| 0.491692 | 1 |
churn
| -0.184846 | -0.003546 | 0.049019 | -0.065416 | 0.027896 | -0.013954 | -0.079854 | 0.031676 |
Male
| 29 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
33 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d78ea8d4-9aad-441c-819b-e5966fda9440
|
no_churn
| 0.057023 | 0 |
no_churn
| -0.02833 | -0.00231 | -0.002597 | 0.068634 | -0.052696 | -0.195701 | -0.008748 | -0.007277 |
Female
| 79 |
Yes
|
No
|
Employed
|
Rural
|
College
| 1,671,602,400 |
14 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
27edddf9-4b89-4846-801c-f52fc6b53f3d
|
no_churn
| 0.455176 | 0 |
no_churn
| -0.012974 | -0.005695 | -0.049938 | 0.115868 | -0.007404 | 0.089365 | -0.02844 | -0.024107 |
Female
| 50 |
No
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,602,400 |
65 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
2f7b7e05-79fa-4900-a871-43a843a184eb
|
no_churn
| 0.070233 | 0 |
no_churn
| -0.09176 | -0.002737 | 0.018329 | 0.035764 | 0.003913 | -0.196767 | -0.015309 | -0.013794 |
Male
| 34 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,602,400 |
22 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
7f1768b1-8aba-4184-b1e8-bd2f6047ff12
|
no_churn
| 0.294688 | 0 |
no_churn
| 0.055491 | -0.001891 | 0.110857 | 0.135425 | -0.009467 | 0.104919 | -0.012192 | 0.003285 |
Female
| 78 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
41 |
Yes
|
No
|
Fiber optic
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
02e2fc50-5a83-4cea-bc47-dab8379ecedc
|
no_churn
| 0.128325 | 0 |
no_churn
| -0.023237 | -0.003239 | -0.060724 | 0.0496 | -0.029824 | -0.097547 | -0.01977 | -0.044285 |
Male
| 25 |
No
|
No
|
Disabled
|
Urban
|
High School or Below
| 1,671,602,400 |
37 |
Yes
|
Yes
|
Fiber optic
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
00245e67-a897-4475-8994-8d485488100e
|
no_churn
| 0.089572 | 0 |
no_churn
| -0.071675 | -0.003043 | -0.00871 | 0.05665 | -0.042929 | -0.176419 | -0.011669 | -0.011233 |
Female
| 56 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
38 |
Yes
|
Yes
|
Fiber optic
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
42359e1e-fc03-4a01-9145-1dfacf8b340e
|
no_churn
| 0.101964 | 0 |
no_churn
| -0.027107 | -0.003799 | -0.04505 | 0.063886 | -0.000322 | -0.191714 | -0.021758 | -0.028618 |
Male
| 78 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
53 |
Yes
|
No
|
Fiber optic
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d1fd9d12-e3ff-4bfe-b7ec-2d388b9f0293
|
no_churn
| 0.1265 | 0 |
no_churn
| -0.04439 | -0.003926 | -0.012992 | -0.028727 | 0.036768 | -0.057384 | -0.012173 | -0.016203 |
Female
| 41 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
63 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
<80hrs
|
Active
|
870c9ef0-e011-427d-926c-def404730146
|
no_churn
| 0.073911 | 0 |
no_churn
| -0.027047 | -0.003259 | -0.00961 | -0.036926 | 0.075448 | -0.032326 | -0.020976 | 0.079671 |
Male
| 29 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
100hrs+
|
Active
|
2ffbbb85-49b9-48b5-a306-e0d92e7534e3
|
churn
| 0.572196 | 1 |
churn
| 0.149547 | -0.025649 | -0.012906 | 0.000608 | 0.132527 | 0.136241 | 0.032806 | 0.041216 |
Female
| 80 |
Yes
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
72 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
<80hrs
|
Active
|
f190cb29-b15b-4b70-be3c-bd3760e066d1
|
no_churn
| 0.013094 | 0 |
no_churn
| -0.117255 | -0.002461 | -0.023997 | -0.009743 | 0.032669 | -0.167319 | 0.018588 | 0.04415 |
Female
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
3 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
100hrs+
|
Active
|
9d8b8536-d919-44bf-8b91-4417922ea6cf
|
no_churn
| 0.188022 | 0 |
no_churn
| 0.011829 | -0.003224 | -0.075313 | -0.060679 | -0.028215 | -0.075514 | 0.04261 | 0.059479 |
Female
| 57 |
Yes
|
No
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
27 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
One year
|
<50hrs
|
Active
|
6a87fb14-d5d2-4780-88fe-91e76b661ecf
|
no_churn
| 0.128156 | 0 |
no_churn
| -0.009779 | -0.026969 | 0.000147 | -0.019107 | 0.08256 | -0.115774 | 0.042968 | 0.076927 |
Female
| 51 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
45 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
100hrs+
|
Active
|
7c7ca874-d905-4ba9-8d41-8e8bd32a1cfb
|
churn
| 0.111387 | 1 |
churn
| -0.084349 | -0.002819 | 0.008508 | 0.008389 | -0.031852 | -0.014072 | 0.013955 | 0.053214 |
Female
| 22 |
No
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,602,400 |
19 |
Yes
|
Yes
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
1a92f75e-1374-4d06-b5f2-1fb66af5118f
|
no_churn
| 0.17314 | 0 |
no_churn
| -0.026192 | -0.002326 | -0.063253 | -0.107048 | -0.085207 | 0.052763 | 0.082186 | 0.046719 |
Male
| 56 |
No
|
No
|
Unemployed
|
Urban
|
High School or Below
| 1,671,602,400 |
71 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Two year
|
<50hrs
|
Active
|
d41b1866-0169-4d4f-aafd-e9e8574bee4f
|
churn
| 0.42128 | 1 |
churn
| -0.136951 | -0.000993 | -0.007096 | -0.005316 | 0.017224 | -0.179119 | 0.017115 | 0.036109 |
Female
| 41 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
68 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Two year
|
100hrs+
|
Active
|
84bcfe37-4b77-472e-bec5-1861dc900803
|
no_churn
| 0.156206 | 0 |
no_churn
| -0.082515 | -0.002439 | -0.009036 | -0.01895 | -0.053205 | -0.137245 | 0.013074 | 0.021291 |
Male
| 28 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
61 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
<80hrs
|
Active
|
a2c2f58d-31f0-4850-a9de-ee202a4e71eb
|
no_churn
| 0.016422 | 0 |
no_churn
| -0.086017 | -0.00404 | -0.000323 | -0.071107 | -0.03799 | -0.119451 | 0.029512 | 0.020389 |
Male
| 29 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
60 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
One year
|
<80hrs
|
Active
|
14dd785a-c254-404b-beed-44dcf421b4a5
|
no_churn
| 0.0902 | 0 |
no_churn
| -0.123647 | -0.0069 | -0.009028 | -0.040521 | -0.06799 | -0.060431 | 0.012029 | 0.027461 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
1 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
<80hrs
|
Active
|
63319ea3-2394-4f7e-9f9c-f025fd503f60
|
churn
| 0.725707 | 1 |
churn
| 0.315225 | 0.067309 | 0.033589 | -0.010115 | -0.038037 | 0.183774 | 0.106986 | 0.062243 |
Female
| 52 |
No
|
No
|
Employed
|
Urban
|
College
| 1,671,602,400 |
4 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
<50hrs
|
Active
|
cfae54bb-e699-4850-89f2-cd4336f4120d
|
no_churn
| 0.501817 | 0 |
no_churn
| 0.109563 | -0.003598 | -0.066902 | -0.030148 | -0.003964 | 0.106678 | 0.135985 | 0.098835 |
Male
| 51 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
72 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
dd3d63f2-ae7a-4db8-9cda-e1579e607599
|
no_churn
| 0.004756 | 0 |
no_churn
| -0.096776 | 0.007127 | 0.003907 | -0.024457 | 0.00163 | -0.11599 | -0.020133 | -0.024334 |
Female
| 65 |
Yes
|
No
|
Employed
|
Urban
|
College
| 1,671,602,400 |
45 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
48369e70-16a1-48f2-8b11-f00cae80ca44
|
no_churn
| 0.022874 | 0 |
no_churn
| -0.082089 | -0.006698 | -0.001822 | -0.042757 | 0.009463 | -0.0888 | -0.019896 | -0.026427 |
Female
| 66 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
46 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
7d616f8e-cc35-4762-9ab2-3a13a8fe8be6
|
no_churn
| 0.009287 | 0 |
no_churn
| -0.005213 | -0.00047 | 0.013358 | -0.006298 | 0.018406 | -0.042394 | -0.008124 | -0.004261 |
Male
| 69 |
Yes
|
No
|
Medical Leave
|
Suburban
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ecc81caa-ba04-4f46-8e2f-24318977b26d
|
no_churn
| 0.299386 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Male
| 42 |
No
|
No
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
71 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
e08933e8-7e99-4507-a2ba-b959eddf65d3
|
no_churn
| 0.003482 | 0 |
no_churn
| -0.072373 | -0.003802 | -0.00555 | -0.026751 | -0.026511 | -0.108295 | -0.011516 | -0.014228 |
Male
| 75 |
No
|
No
|
Employed
|
Urban
|
Doctor
| 1,671,602,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
6fe302bd-435a-4b24-bdb5-ebdd65386b01
|
no_churn
| 0.226623 | 0 |
no_churn
| 0.086612 | -0.010263 | -0.022682 | -0.054417 | -0.023651 | -0.167213 | -0.034293 | -0.033246 |
Male
| 57 |
No
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
64 |
Yes
|
Yes
|
Medium Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d8f38d2e-2a42-4dd9-9c8e-c0622931d441
|
no_churn
| 0.009506 | 0 |
no_churn
| -0.070696 | -0.003004 | -0.002132 | -0.02858 | 0.007122 | -0.08159 | -0.034656 | -0.055491 |
Male
| 40 |
No
|
No
|
Medical Leave
|
Suburban
|
Bachelor
| 1,671,602,400 |
11 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
163ae507-7048-45df-8afe-3d4f1936011b
|
no_churn
| 0.114673 | 0 |
no_churn
| -0.040062 | -0.007996 | -0.015717 | -0.089856 | -0.034019 | 0.05376 | -0.041631 | -0.0266 |
Female
| 65 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
34 |
No
|
No phone service
|
Low Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
b995bb54-7c27-4703-bbf5-3423848fa2b3
|
no_churn
| 0.048899 | 0 |
no_churn
| -0.127288 | 0.023311 | 0.006635 | -0.023843 | -0.036447 | -0.064449 | -0.021543 | -0.025403 |
Male
| 39 |
Yes
|
No
|
Retired
|
Urban
|
Bachelor
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
0e153520-1308-40e1-af67-b5acbedc36a7
|
no_churn
| 0.213845 | 0 |
no_churn
| -0.005851 | -0.006915 | -0.006939 | -0.034587 | -0.085369 | 0.048977 | -0.019102 | -0.016818 |
Male
| 78 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
4d5f223a-d4ad-4bf6-9e41-8bbd011cba80
|
no_churn
| 0.076761 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 33 |
No
|
Yes
|
Unemployed
|
Rural
|
High School or Below
| 1,671,602,400 |
66 |
Yes
|
Yes
|
Low Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
a33193ea-7160-4a65-9414-3f5e7267c8af
|
no_churn
| 0.006528 | 0 |
no_churn
| -0.027291 | -0.003269 | 0.010683 | -0.050851 | -0.000538 | -0.139756 | -0.026044 | -0.02696 |
Male
| 64 |
No
|
Yes
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
c19d0152-cc44-4a49-9113-44ba959064d1
|
no_churn
| 0.034478 | 0 |
no_churn
| 0.020413 | -0.006177 | -0.01304 | -0.049148 | 0.014696 | -0.153462 | -0.033106 | -0.037537 |
Female
| 57 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
12 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ce77c0dc-3853-42c5-abf3-0b9c709d0e99
|
no_churn
| 0.339735 | 0 |
no_churn
| 0.005094 | -0.00411 | -0.095397 | -0.018486 | 0.003618 | 0.068773 | -0.038072 | -0.032909 |
Male
| 50 |
No
|
Yes
|
Employed
|
Urban
|
Master
| 1,671,602,400 |
56 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4b1ad0e3-2ff6-400c-835a-790cd0f58193
|
no_churn
| 0.013746 | 0 |
no_churn
| 0.164878 | 0.000075 | 0.04063 | 0.089846 | 0.119196 | -0.023364 | -0.020723 | -0.019565 |
Female
| 37 |
No
|
No
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
68 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
911d760c-d942-43c1-8526-5e4d89f90141
|
no_churn
| 0.013411 | 0 |
no_churn
| -0.064676 | -0.003618 | -0.017177 | -0.017092 | 0.003373 | -0.124578 | -0.019782 | -0.025476 |
Male
| 58 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a37c5866-14af-4d22-bb21-1399b179f9f2
|
no_churn
| 0.492844 | 0 |
no_churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Female
| 79 |
No
|
Yes
|
Retired
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
2b1bc9d4-a498-4f5f-9833-599d092b3a9b
|
no_churn
| 0.622062 | 0 |
no_churn
| 0.219737 | -0.007025 | -0.022192 | -0.046504 | -0.010735 | 0.11999 | -0.019577 | -0.000988 |
Female
| 25 |
Yes
|
Yes
|
Retired
|
Suburban
|
College
| 1,671,602,400 |
12 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
dca2a18e-6122-4871-bdee-39288da46961
|
no_churn
| 0.059615 | 0 |
no_churn
| -0.012759 | -0.005568 | -0.026362 | -0.099046 | -0.004392 | -0.028816 | -0.019112 | -0.025396 |
Female
| 31 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
5 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e98603d5-b187-4e12-ba54-cffd2ae41e5a
|
no_churn
| 0.507575 | 0 |
no_churn
| 0.163218 | 0.063327 | 0.012635 | 0.03998 | 0.085006 | 0.145612 | -0.020651 | -0.02063 |
Female
| 74 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
3 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3fdf6c46-4816-4d79-a6c1-bbf7973a83a5
|
no_churn
| 0.195574 | 0 |
no_churn
| 0.024645 | -0.012123 | -0.072248 | -0.130915 | -0.040601 | 0.063067 | -0.040894 | -0.054958 |
Female
| 68 |
No
|
No
|
Retired
|
Urban
|
Bachelor
| 1,671,602,400 |
12 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
fd70eb95-a9c3-43fa-98bf-7fe656e48f75
|
churn
| 0.191281 | 1 |
churn
| -0.065135 | -0.025874 | -0.03628 | -0.035133 | -0.097332 | 0.05295 | -0.03355 | -0.028672 |
Male
| 59 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
31 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
5f69be19-754a-4433-a942-61a1ab7f8edf
|
no_churn
| 0.025891 | 0 |
no_churn
| -0.056149 | -0.003988 | -0.014827 | -0.06097 | -0.016905 | -0.077081 | -0.017522 | -0.021583 |
Male
| 40 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
66 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
f63afb8f-8261-4335-8ea7-3c4171132014
|
no_churn
| 0.010818 | 0 |
no_churn
| 0.10138 | 0.001987 | 0.063131 | 0.039539 | 0.040424 | -0.038255 | -0.012935 | 0.010385 |
Female
| 57 |
No
|
Yes
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
41 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b4f4741e-f834-42a9-b56b-1ddab6097fca
|
no_churn
| 0.124513 | 0 |
no_churn
| -0.045052 | -0.013517 | 0.053757 | 0.014446 | 0.08656 | 0.091327 | -0.034446 | -0.020142 |
Male
| 46 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
23 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
d515acd5-02d3-4c92-b8d5-1e12feba6f87
|
no_churn
| 0.017937 | 0 |
no_churn
| -0.061388 | -0.004287 | -0.051185 | -0.021241 | -0.023805 | -0.06523 | -0.017866 | -0.024024 |
Male
| 49 |
Yes
|
No
|
Unemployed
|
Urban
|
Master
| 1,671,602,400 |
3 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
9635e6f1-f14f-497b-b9b0-b4abc923030d
|
no_churn
| 0.285023 | 0 |
no_churn
| 0.224597 | -0.009451 | 0.040428 | 0.03521 | 0.062611 | 0.126944 | -0.013948 | -0.0038 |
Female
| 51 |
No
|
No
|
Disabled
|
Urban
|
College
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
e3600f59-2d3c-42fe-b680-6b82974833ba
|
no_churn
| 0.118197 | 0 |
no_churn
| 0.00824 | -0.005358 | -0.000056 | -0.028955 | -0.015999 | 0.062101 | -0.020778 | -0.016456 |
Female
| 54 |
Yes
|
Yes
|
Unemployed
|
Urban
|
College
| 1,671,602,400 |
7 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1761d830-d707-4cd0-ab5e-9991f32b1ae6
|
no_churn
| 0.159673 | 0 |
no_churn
| -0.012513 | -0.003998 | -0.02205 | -0.141657 | -0.001598 | 0.054324 | -0.053039 | -0.0703 |
Female
| 55 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
66 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
37e695da-18e4-496e-9ef5-2caa3eb9350a
|
no_churn
| 0.014353 | 0 |
no_churn
| -0.034379 | -0.00303 | -0.03278 | -0.019049 | -0.000836 | -0.127771 | -0.021923 | -0.029259 |
Male
| 36 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
52 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
53c5e1eb-30ef-4faa-9eda-3f4c0981c065
|
no_churn
| 0.009715 | 0 |
no_churn
| -0.0609 | -0.003351 | -0.010802 | -0.022622 | -0.037847 | -0.10072 | -0.013321 | -0.019463 |
Female
| 43 |
No
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
68 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
9147ce98-8f1a-4654-8361-d421dbe04992
|
no_churn
| 0.005487 | 0 |
no_churn
| -0.051826 | -0.003426 | -0.01367 | -0.021676 | -0.01715 | -0.13278 | -0.012376 | -0.016122 |
Male
| 35 |
Yes
|
No
|
Unemployed
|
Urban
|
College
| 1,671,602,400 |
67 |
Yes
|
No
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
8d34be2b-8f89-4813-b4bb-54d6ebace32a
|
no_churn
| 0.00685 | 0 |
no_churn
| -0.058953 | -0.003543 | -0.019922 | -0.019222 | 0.002877 | -0.124343 | -0.020715 | -0.025204 |
Female
| 33 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
52 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
7e987e66-066a-4903-8754-2abcc4c9c3c9
|
no_churn
| 0.018784 | 0 |
no_churn
| -0.07149 | -0.005349 | -0.010157 | -0.041224 | 0.007198 | -0.089305 | -0.030182 | -0.028517 |
Male
| 65 |
Yes
|
Yes
|
Employed
|
Rural
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
ec158f9c-871b-434a-8e44-8a5d050fe9b1
|
churn
| 0.603475 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 36 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
37 |
Yes
|
Yes
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c011061-1859-4af1-9673-e6751eaf6fed
|
no_churn
| 0.158202 | 0 |
no_churn
| -0.073498 | -0.01161 | 0.001874 | -0.065737 | -0.084887 | 0.043354 | -0.047338 | -0.024685 |
Male
| 21 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
2 |
No
|
No phone service
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
66678154-bbe9-4f50-9cfa-b301c6e10671
|
no_churn
| 0.401499 | 0 |
no_churn
| 0.145774 | 0.035093 | 0.0052 | -0.139515 | -0.021924 | 0.098504 | -0.026447 | -0.045224 |
Female
| 39 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
de20e6e3-f93f-47d1-9b6d-b3de67a888a6
|
no_churn
| 0.120656 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 60 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
0 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
ccf59f51-5d26-4ade-adad-eb825ca7b8eb
|
no_churn
| 0.020636 | 0 |
no_churn
| 0.067834 | -0.004915 | -0.015581 | -0.070871 | 0.006138 | -0.176509 | -0.029117 | -0.043504 |
Male
| 77 |
No
|
Yes
|
Unemployed
|
Suburban
|
Master
| 1,671,602,400 |
49 |
No
|
No phone service
|
High Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
35d3d8d8-f9e3-4f89-a8cf-18d4076aa75e
|
no_churn
| 0.205538 | 0 |
no_churn
| -0.148717 | 0.013613 | -0.012917 | -0.036853 | -0.062406 | 0.040246 | -0.027697 | -0.024294 |
Female
| 75 |
Yes
|
No
|
Unemployed
|
Rural
|
Bachelor
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1a420724-3f6b-4c31-9634-ffeca9b0b491
|
no_churn
| 0.314494 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Male
| 23 |
No
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
40 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
92e17fde-0779-4995-b3c1-a0ade88f1df7
|
no_churn
| 0.067491 | 0 |
no_churn
| -0.06153 | -0.010458 | 0.009876 | -0.005856 | 0.014509 | -0.133984 | -0.019113 | -0.05247 |
Female
| 30 |
No
|
No
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
8 |
Yes
|
No
|
High Speed
|
In_Store_Support
|
One year
|
0hrs
|
Disabled
|
538d8639-0132-4b14-80b8-28d0da148aa4
|
no_churn
| 0.044631 | 0 |
no_churn
| -0.004709 | -0.005712 | -0.018881 | -0.052659 | -0.03985 | -0.095633 | -0.024225 | -0.027358 |
Male
| 40 |
No
|
No
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
13 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
6d888b6d-daf6-4e52-88b1-d913de6447cf
|
no_churn
| 0.040809 | 0 |
no_churn
| -0.021366 | -0.007219 | -0.029794 | -0.040314 | 0.00272 | -0.093273 | -0.037897 | -0.041882 |
Female
| 31 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
eb1f3975-d99e-400d-b543-e54994fa8123
|
no_churn
| 0.113987 | 0 |
no_churn
| 0.078409 | -0.002751 | 0.002043 | -0.124675 | 0.005013 | 0.078067 | -0.034014 | -0.035078 |
Female
| 39 |
Yes
|
No
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
4 |
No
|
No phone service
|
High Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
28c2f8fb-d5f9-4544-ac5b-531f42259cff
|
churn
| 0.63763 | 1 |
churn
| 0.127048 | 0.134373 | 0.056039 | 0.004812 | 0.057893 | 0.137151 | -0.02149 | -0.005642 |
Male
| 77 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
36 |
Yes
|
No
|
Low Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
4b50e035-7c52-497d-b2f7-603ecdb5e75a
|
no_churn
| 0.026147 | 0 |
no_churn
| -0.032674 | -0.006223 | -0.00508 | -0.103499 | 0.012193 | -0.071842 | -0.02519 | -0.036711 |
Male
| 33 |
Yes
|
Yes
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
49 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
d0c8d1a4-168f-4632-9da0-2d709f555ef0
|
no_churn
| 0.027839 | 0 |
no_churn
| -0.059933 | -0.012288 | -0.038505 | -0.015449 | 0.013935 | -0.086427 | -0.025017 | -0.045342 |
Male
| 28 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3c7b97bd-fcf1-4c30-99fb-42365e4bd190
|
no_churn
| 0.176715 | 0 |
no_churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 27 |
Yes
|
Yes
|
Medical Leave
|
Suburban
|
High School or Below
| 1,671,602,400 |
17 |
Yes
|
No
|
Medium Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
5a273601-fcac-4073-87c4-3b2967a14c1a
|
no_churn
| 0.016055 | 0 |
no_churn
| 0.02767 | -0.003479 | -0.009366 | -0.056969 | 0.008745 | -0.168611 | -0.027778 | -0.039238 |
Male
| 45 |
No
|
No
|
Employed
|
Suburban
|
Master
| 1,671,602,400 |
9 |
Yes
|
No
|
Medium Speed
|
In_Store_Support
|
Month-to-month
|
0hrs
|
Disabled
|
6b20a97e-a806-41d6-886d-9c044e42c1c1
|
no_churn
| 0.129123 | 0 |
no_churn
| 0.142272 | -0.008507 | 0.01509 | 0.082266 | 0.007903 | 0.092885 | -0.018822 | 0.007694 |
Male
| 27 |
No
|
Yes
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
52 |
Yes
|
Yes
|
High Speed
|
Phone_Support
|
Two year
|
0hrs
|
Disabled
|
bf282410-1272-4cd1-8e9a-43a2ada570a0
|
no_churn
| 0.00924 | 0 |
no_churn
| -0.043434 | -0.003348 | 0.012929 | -0.005257 | 0.018345 | -0.207857 | -0.016375 | -0.02403 |
Male
| 47 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
56 |
Yes
|
No
|
Low Speed
|
In_Store_Support
|
Two year
|
0hrs
|
Disabled
|
d5b2b3e5-eada-4722-b7c8-436ca515c12a
|
no_churn
| 0.01631 | 0 |
no_churn
| -0.040377 | -0.003703 | -0.018312 | -0.036749 | -0.036002 | -0.102866 | -0.014577 | -0.01644 |
Male
| 48 |
No
|
Yes
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
19 |
Yes
|
No
|
High Speed
|
Phone_Support
|
One year
|
0hrs
|
Disabled
|
77bbcebd-90bf-4a30-84cc-515304fe42a1
|
no_churn
| 0.023003 | 0 |
no_churn
| -0.016119 | -0.005587 | -0.02994 | -0.044443 | 0.00339 | -0.094333 | -0.040235 | -0.04176 |
Male
| 28 |
No
|
No
|
Employed
|
Rural
|
Bachelor
| 1,671,602,400 |
18 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
fdf232e9-ad45-4364-92e1-2b8c7b32bd5b
|
no_churn
| 0.096897 | 0 |
no_churn
| -0.07047 | 0.017613 | 0.003423 | -0.047252 | -0.002711 | -0.067644 | -0.029825 | -0.05216 |
Male
| 25 |
No
|
Yes
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
20 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
517dd21d-4aed-45f3-88ab-b18d124bdadf
|
no_churn
| 0.192846 | 0 |
no_churn
| -0.144515 | 0.0402 | 0.002202 | -0.049899 | 0.021722 | 0.056805 | -0.054961 | -0.06058 |
Male
| 57 |
No
|
Yes
|
Medical Leave
|
Urban
|
Bachelor
| 1,671,602,400 |
51 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
2c7d919a-b1fe-45ab-9922-b633510f9845
|
no_churn
| 0.007818 | 0 |
no_churn
| -0.051327 | -0.004036 | -0.025585 | -0.019378 | 0.014673 | -0.112024 | -0.023932 | -0.047417 |
Male
| 46 |
No
|
Yes
|
Employed
|
Rural
|
High School or Below
| 1,671,602,400 |
1 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
d260ccdb-c043-4a37-b668-6bfc7c81436d
|
churn
| 0.517658 | 1 |
churn
| 0.157282 | -0.007505 | -0.046051 | -0.163503 | -0.019224 | 0.092608 | -0.045897 | -0.059226 |
Female
| 34 |
No
|
Yes
|
Employed
|
Urban
|
Bachelor
| 1,671,602,400 |
18 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
1ca58e69-1a39-43bd-99f1-9830b093e2fe
|
no_churn
| 0.179279 | 0 |
no_churn
| -0.111352 | -0.006179 | -0.024757 | -0.058838 | 0.002487 | 0.032894 | -0.04609 | -0.05719 |
Male
| 49 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
68 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
649faec9-df35-45ed-873c-5d187d1cc010
|
no_churn
| 0.032985 | 0 |
no_churn
| -0.067221 | -0.00439 | -0.029335 | -0.0239 | 0.004524 | -0.094466 | -0.023709 | -0.03053 |
Male
| 59 |
No
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
22 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
514882a3-4735-4c78-b6ee-de6ad666d9c0
|
no_churn
| 0.032904 | 0 |
no_churn
| -0.01549 | -0.003724 | -0.028496 | -0.018141 | -0.057264 | -0.072754 | -0.035724 | -0.037433 |
Male
| 79 |
Yes
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
b76d6519-e324-4b68-936c-503e1bc0fe9e
|
churn
| 0.256357 | 1 |
churn
| 0.246409 | -0.012075 | -0.018046 | -0.05183 | 0.030844 | 0.129298 | -0.031416 | -0.049345 |
Male
| 73 |
No
|
No
|
Retired
|
Suburban
|
College
| 1,671,602,400 |
6 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
5a888e1a-2e90-4a37-81bf-e977bd746673
|
no_churn
| 0.073467 | 0 |
no_churn
| -0.037426 | -0.015673 | 0.001226 | -0.097596 | 0.020707 | 0.059501 | -0.070548 | -0.071359 |
Female
| 44 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
4 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e49a3298-faed-4561-8f38-a69cbeec184e
|
no_churn
| 0.038464 | 0 |
no_churn
| 0.014351 | -0.005503 | -0.032289 | -0.054698 | -0.004295 | -0.10592 | -0.039461 | -0.041212 |
Male
| 70 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
41 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
9792cc07-4e70-4cdf-af4e-2a96ca2ded76
|
no_churn
| 0.008119 | 0 |
no_churn
| -0.02159 | -0.005563 | -0.011541 | -0.04869 | 0.005155 | -0.119851 | -0.02779 | -0.039156 |
Female
| 79 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
19 |
No
|
No phone service
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
aac484e9-88e2-4254-ad27-71aed7e68383
|
no_churn
| 0.404598 | 0 |
no_churn
| -0.116211 | 0.041218 | 0.006902 | -0.092081 | 0.030584 | 0.059225 | -0.054822 | -0.063841 |
Male
| 46 |
Yes
|
No
|
Employed
|
Suburban
|
Bachelor
| 1,671,602,400 |
6 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
7f6c406f-762d-40b5-8ac1-d0a250c90099
|
no_churn
| 0.01916 | 0 |
no_churn
| 0.005162 | -0.004216 | -0.013263 | -0.030209 | 0.00328 | -0.156696 | -0.039876 | -0.033209 |
Female
| 29 |
No
|
Yes
|
Retired
|
Rural
|
College
| 1,671,602,400 |
15 |
Yes
|
Yes
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
42cdf91c-6e24-48ef-8a11-28b39aa0d5f9
|
no_churn
| 0.244016 | 0 |
no_churn
| 0.166007 | -0.010052 | 0.080176 | -0.056205 | 0.082931 | 0.122025 | -0.029709 | -0.045743 |
Male
| 41 |
No
|
No
|
Employed
|
Suburban
|
College
| 1,671,602,400 |
7 |
No
|
No phone service
|
Medium Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
2aa473c5-9b62-4979-99e8-f99197d39214
|
no_churn
| 0.042478 | 0 |
no_churn
| 0.08362 | 0.036864 | 0.027492 | 0.040526 | 0.01824 | -0.13492 | -0.016368 | -0.024481 |
Male
| 73 |
Yes
|
No
|
Unemployed
|
Suburban
|
High School or Below
| 1,671,602,400 |
2 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
3cb054c1-1215-4bf0-9313-0a02ec1f1f8e
|
no_churn
| 0.486715 | 0 |
no_churn
| 0.104913 | -0.015461 | -0.035994 | -0.066998 | -0.029568 | 0.090901 | -0.052234 | -0.068178 |
Male
| 26 |
No
|
Yes
|
Unemployed
|
Suburban
|
College
| 1,671,602,400 |
10 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
One year
|
0hrs
|
Disabled
|
e1255be7-6357-47c5-b0ac-be9d753bd614
|
no_churn
| 0.032713 | 0 |
no_churn
| -0.020267 | -0.006414 | -0.022161 | -0.043891 | -0.00004 | -0.098593 | -0.038753 | -0.038908 |
Female
| 23 |
No
|
No
|
Unemployed
|
Rural
|
College
| 1,671,602,400 |
26 |
No
|
No phone service
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
0hrs
|
Disabled
|
a84782b4-c9ab-41f0-93fb-57aae4153f1b
|
no_churn
| 0.128276 | 0 |
no_churn
| -0.08269 | 0.063485 | 0.010877 | -0.004498 | -0.002132 | 0.058514 | -0.042912 | -0.053336 |
Male
| 48 |
No
|
No
|
Unemployed
|
Suburban
|
Master
| 1,671,602,400 |
27 |
Yes
|
No
|
Medium Speed
|
Web_Chat_Support
|
Two year
|
0hrs
|
Disabled
|
21341faf-2003-4a48-b06c-188bd00ff40f
|
no_churn
| 0.010817 | 0 |
no_churn
| -0.038534 | -0.003277 | -0.009151 | -0.038443 | 0.01772 | -0.105453 | -0.038352 | -0.053536 |
Male
| 37 |
No
|
Yes
|
Employed
|
Urban
|
College
| 1,671,602,400 |
25 |
Yes
|
No
|
Low Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
6aa59800-27c2-491a-a64e-b58b17156bf5
|
churn
| 0.719832 | 1 |
churn
| -0.01499 | -0.007188 | -0.082593 | 0.090617 | 0.133864 | 0.082693 | 0.079397 | 0.109172 |
Female
| 34 |
Yes
|
Yes
|
Unemployed
|
Suburban
|
Bachelor
| 1,671,602,400 |
1 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
100hrs+
|
Active
|
32b58bf4-f1b1-4348-b828-0b870ae6e6fb
|
churn
| 0.6818 | 1 |
churn
| 0.273244 | -0.006688 | -0.033203 | 0.005085 | 0.167522 | 0.145772 | 0.094387 | 0.084855 |
Female
| 77 |
Yes
|
Yes
|
Employed
|
Urban
|
High School or Below
| 1,671,602,400 |
7 |
Yes
|
No
|
High Speed
|
Web_Chat_Support
|
Month-to-month
|
<50hrs
|
Active
|
63c86067-14a4-4fd5-affc-9cd2982650bf
|
no_churn
| 0.683298 | 0 |
no_churn
| 0.161456 | -0.001086 | -0.034384 | -0.038098 | 0.175278 | 0.127614 | 0.158061 | 0.127466 |
Male
| 64 |
No
|
No
|
Employed
|
Suburban
|
High School or Below
| 1,671,602,400 |
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