College

Statistics for a large number of US Colleges from the 1995
 issue of US News and World Report.

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

College function

A data frame with 777 observations on the following 18 variables.<dl>
 <dt><code>Private</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating private or public university</dd> <dt><code>Apps</code></dt>
<dd>Number of applications received</dd> <dt><code>Accept</code></dt>
<dd>Number of applications accepted</dd> <dt><code>Enroll</code></dt>
<dd>Number of new students enrolled</dd> <dt><code>Top10perc</code></dt>
<dd>Pct. new students from top 10% of H.S. class</dd> <dt><code>Top25perc</code></dt>
<dd>Pct. new students from top 25% of H.S. class</dd> <dt><code>F.Undergrad</code></dt>
<dd>Number of fulltime undergraduates</dd> <dt><code>P.Undergrad</code></dt>
<dd>Number of parttime undergraduates</dd> <dt><code>Outstate</code></dt>
<dd>Out-of-state tuition</dd> <dt><code>Room.Board</code></dt>
<dd>Room and board costs</dd> <dt><code>Books</code></dt>
<dd>Estimated book costs</dd> <dt><code>Personal</code></dt>
<dd>Estimated personal spending</dd> <dt><code>PhD</code></dt>
<dd>Pct. of faculty with Ph.D.'s</dd> <dt><code>Terminal</code></dt>
<dd>Pct. of faculty with terminal degree</dd> <dt><code>S.F.Ratio</code></dt>
<dd>Student/faculty ratio</dd> <dt><code>perc.alumni</code></dt>
<dd>Pct. alumni who donate</dd> <dt><code>Expend</code></dt>
<dd>Instructional expenditure per student</dd> <dt><code>Grad.Rate</code></dt>
<dd>Graduation rate</dd> 
</dl>

Format

U.S. News and World Report's College Data
 — College

A data frame with 777 observations on the following 18 variables.<dl>
 <dt><code>Private</code></dt>
<dd>A factor with levels <code>No</code> and <code>Yes</code>
 indicating private or public university</dd>

 <dt><code>Apps</code></dt>
<dd>Number of applications received</dd>

 <dt><code>Accept</code></dt>
<dd>Number of applications accepted</dd>

 <dt><code>Enroll</code></dt>
<dd>Number of new students enrolled</dd>

 <dt><code>Top10perc</code></dt>
<dd>Pct. new students from top 10% of H.S. class</dd>

 <dt><code>Top25perc</code></dt>
<dd>Pct. new students from top 25% of H.S. class</dd>

 <dt><code>F.Undergrad</code></dt>
<dd>Number of fulltime undergraduates</dd>

 <dt><code>P.Undergrad</code></dt>
<dd>Number of parttime undergraduates</dd>

 <dt><code>Outstate</code></dt>
<dd>Out-of-state tuition</dd>

 <dt><code>Room.Board</code></dt>
<dd>Room and board costs</dd>

 <dt><code>Books</code></dt>
<dd>Estimated book costs</dd>

 <dt><code>Personal</code></dt>
<dd>Estimated personal spending</dd>

 <dt><code>PhD</code></dt>
<dd>Pct. of faculty with Ph.D.'s</dd>

 <dt><code>Terminal</code></dt>
<dd>Pct. of faculty with terminal degree</dd>

 <dt><code>S.F.Ratio</code></dt>
<dd>Student/faculty ratio</dd>

 <dt><code>perc.alumni</code></dt>
<dd>Pct. alumni who donate</dd>

 <dt><code>Expend</code></dt>
<dd>Instructional expenditure per student</dd>

 <dt><code>Grad.Rate</code></dt>
<dd>Graduation rate</dd>

 
</dl>

College: U.S. News and World Report's College Data

Description

Usage

Arguments

Format

References

Examples