Credit: Credit Card Balance Data

In ISLR2: Introduction to Statistical Learning, Second Edition

Credit Card Balance Data

Description

A simulated data set containing information on 400 customers.

Usage

Credit

Format

A data frame with 400 observations on a number of variables.

Income

Income in $1,000's

Limit

Credit limit

Rating

Credit rating

Cards

Number of credit cards

Age

Age in years

Education

Education in years

Own

A factor with levels No and Yes indicating whether the individual owns a home

Student

A factor with levels No and Yes indicating whether the individual is a student

Married

A factor with levels No and Yes indicating whether the individual is married

Region

A factor with levels East, South, and West indicating the individual's geographical location

Balance

Average credit card balance in $.

Source

Simulated data. Many thanks to Albert Kim for helpful suggestions, and for supplying a draft of the man documentation page on Oct 19, 2017.

References

James, G., Witten, D., Hastie, T., and Tibshirani, R. (2021) An Introduction to Statistical Learning with applications in R, Second Edition, https://www.statlearning.com, Springer-Verlag, New York

Examples

summary(Credit)
lm(Balance ~ Student + Limit, data=Credit)

ISLR2 documentation built on Nov. 20, 2022, 1:06 a.m.