CHURN {regclass}

CHURN dataset

Description

Churn data (artificial based on claims similar to real world) from the UCI data repository

Usage

data("CHURN")

Format

A data frame with 5000 observations on the following 18 variables.

churn

a factor with levels No Yes

accountlength

a numeric vector

internationalplan

a factor with levels no yes

voicemailplan

a factor with levels no yes

numbervmailmessages

a numeric vector

totaldayminutes

a numeric vector

totaldaycalls

a numeric vector

totaldaycharge

a numeric vector

totaleveminutes

a numeric vector

totalevecalls

a numeric vector

totalevecharge

a numeric vector

totalnightminutes

a numeric vector

totalnightcalls

a numeric vector

totalnightcharge

a numeric vector

totalintlminutes

a numeric vector

totalintlcalls

a numeric vector

totalintlcharge

a numeric vector

numbercustomerservicecalls

a 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/