CHURN: CHURN dataset
In regclass: Tools for an Introductory Class in Regression and Modeling
Description
Usage
Format
Details
Source
Description
Churn data (artificial based on claims similar to real world) from the UCI data repository
Usage
1
data("CHURN")
Format
A data frame with 5000 observations on the following 18 variables.
churna factor with levels No Yes
accountlengtha numeric vector
internationalplana factor with levels no yes
voicemailplana factor with levels no yes
numbervmailmessagesa numeric vector
totaldayminutesa numeric vector
totaldaycallsa numeric vector
totaldaychargea numeric vector
totaleveminutesa numeric vector
totalevecallsa numeric vector
totalevechargea numeric vector
totalnightminutesa numeric vector
totalnightcallsa numeric vector
totalnightchargea numeric vector
totalintlminutesa numeric vector
totalintlcallsa numeric vector
totalintlchargea numeric vector
numbercustomerservicecallsa numeric vector
Details
This dataset is modified from the one stored at the UCI data repository (namely, the area code and phone number have been deleted). This is artificial data similar to what is found in actual customer profiles. Charges are in dollars.
Source
Though originally on the UCI data repository, actual data was obtained via https://www.sgi.com/tech/mlc/db/
regclass documentation built on March 26, 2020, 8:02 p.m.
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Description Usage Format Details Source
Description
Churn data (artificial based on claims similar to real world) from the UCI data repository
Usage
1 | data("CHURN")
|
Format
A data frame with 5000 observations on the following 18 variables.
churna factor with levels
NoYesaccountlengtha numeric vector
internationalplana factor with levels
noyesvoicemailplana factor with levels
noyesnumbervmailmessagesa numeric vector
totaldayminutesa numeric vector
totaldaycallsa numeric vector
totaldaychargea numeric vector
totaleveminutesa numeric vector
totalevecallsa numeric vector
totalevechargea numeric vector
totalnightminutesa numeric vector
totalnightcallsa numeric vector
totalnightchargea numeric vector
totalintlminutesa numeric vector
totalintlcallsa numeric vector
totalintlchargea numeric vector
numbercustomerservicecallsa numeric vector
Details
This dataset is modified from the one stored at the UCI data repository (namely, the area code and phone number have been deleted). This is artificial data similar to what is found in actual customer profiles. Charges are in dollars.
Source
Though originally on the UCI data repository, actual data was obtained via https://www.sgi.com/tech/mlc/db/
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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