Credit

A simulated data set containing information on 400 customers.

datasets

We provide the collection of data-sets used in the book 'An Introduction to Statistical Learning with Applications in R, Second Edition'. These include many data-sets that we used in the first edition (some with minor changes), and some new datasets.

Trevor Hastie

ISLR2

Introduction to Statistical Learning, Second Edition

Gareth James

Daniela Witten

Rob Tibshirani

Balasubramanian Narasimhan

Credit function

A data frame with 400 observations on a number of variables.<dl>
 <dt><code>Income</code></dt>
<dd>Income in $1,000's</dd>
 
 <dt><code>Limit</code></dt>
<dd>Credit limit</dd> <dt><code>Rating</code></dt>
<dd>Credit rating</dd> <dt><code>Cards</code></dt>
<dd>Number of credit cards</dd> <dt><code>Age</code></dt>
<dd>Age in years</dd>
 
 <dt><code>Education</code></dt>
<dd>Education in years</dd> <dt><code>Own</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code> indicating whether the individual owns a home</dd>
 
 <dt><code>Student</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating whether the individual is a student</dd> <dt><code>Married</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating whether the individual is married</dd> <dt><code>Region</code></dt>
<dd>A factor with levels <code>East</code>, <code>South</code>, and <code>West</code>
 indicating the individual's geographical location</dd> <dt><code>Balance</code></dt>
<dd>Average credit card balance in $.</dd> 
</dl>

Format

Credit Card Balance Data
 — Credit

A data frame with 400 observations on a number of variables.<dl>
 <dt><code>Income</code></dt>
<dd>Income in $1,000's</dd>
 
 <dt><code>Limit</code></dt>
<dd>Credit limit</dd>

 <dt><code>Rating</code></dt>
<dd>Credit rating</dd>

 <dt><code>Cards</code></dt>
<dd>Number of credit cards</dd>

 <dt><code>Age</code></dt>
<dd>Age in years</dd>
 
 <dt><code>Education</code></dt>
<dd>Education in years</dd>

 <dt><code>Own</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code> indicating whether the individual owns a home</dd>
 
 <dt><code>Student</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating whether the individual is a student</dd>

 <dt><code>Married</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating whether the individual is married</dd>

 <dt><code>Region</code></dt>
<dd>A factor with levels <code>East</code>, <code>South</code>, and <code>West</code>
 indicating the individual's geographical location</dd>

 <dt><code>Balance</code></dt>
<dd>Average credit card balance in $.</dd>

 
</dl>

Credit: Credit Card Balance Data

Description

Usage

Arguments

Format

References

Examples