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It's much easier to grasp complex data relationships with a graph than by scanning numbers in a spreadsheet. This introductory guide shows you how to use the R language to create a variety of useful graphs for visualizing and analyzing complex data for science, business, media, and many other fields. You'll learn methods for highlighting important relationships and trends, reducing data to simpler forms, and emphasizing key numbers at a glance. Anyone who wants to analyze data will find something useful here - even if you don't have a background in mathematics, statistics, or computer programming. If you want to examine data related to your work, this book is the ideal way to start.
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DATA DATA SCIENCE
Graphing Data with R
ISBN: 978-1-491-92261-3
US $39.99 CAN $45.99
Twitter: @oreillymedia
facebook.com/oreilly
It’s much easier to grasp complex data relationships
with a graph than by scanning numbers in a
spreadsheet. This introductory guide shows you how
to use the R language to create a variety of useful
graphs for visualizing and analyzing complex data for
science, business, media, and many other fields. You’ll
learn methods for highlighting important relationships
and trends, reducing data to simpler forms, and
emphasizing key numbers at a glance.
Anyone who wants to analyze data will find something
useful here—even if you don’t have a background in
mathematics, statistics, or computer programming.
If you want to examine data related to your work, this
book is the ideal way to start.
■ Get started with R by learning basic
commands
■ Build single variable graphs, such as dot
and pie charts, box plots, and histograms
■ Explore the relationship between two
quantitative variables with scatter plots,
high-density plots, and other techniques
■ Use scatterplot matrices, 3D plots,
clustering, heat maps, and other graphs to
visualize relationships among three or more
variables
John Jay Hilfiger has an MS in
biostatistics, as well as master’s
and PhD degrees in music. His
unique career as data analyst,
music professor, and college
administrator has included
analyzing data in subjects from
music, medicine, agriculture,
business, education, and more.
www.it-ebooks.info
Graphing Data with R
by John Jay Hilfiger
Copyright © 2016 John Jay Hilfiger. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA
95472.
O’Reilly books may be purchased for educational, business, or sales promotional use.
Online editions are also available for most titles (http://safaribooksonline.com). For
more information, contact our corporate/institutional sales department:
800-998-9938 or corporate@oreilly.com.
Editors: Laurel Ruma and Shannon Cutt
Production Editor: Shiny Kalapurakkel
Copyeditor: Bob Russell, Octal Publishing, Inc.
Proofreader: Rachel Head
Indexer: Ellen Troutman
Interior Designer: David Futato
Cover Designer: Karen Montgomery
Illustrator: Rebecca Demarest
November 2015:
First Edition
Revision History for the First Edition
2015-10-16: First Release
See http://oreilly.com/catalog/errata.csp?isbn=9781491922613 for release details.
While the publisher and the author have used good faith efforts to ensure that the
information and instructions contained in this work are accurate, the publisher and
the author disclaim all responsibility for errors or omissions, including without limi‐
tation responsibility for damages resulting from the use of or reliance on this work.
Use of the information and instructions contained in this work is at your own risk. If
any code samples or other technology this work contains or describes is subject to
open source licenses or the intellectual property rights of others, it is your responsi‐
bility to ensure that your use thereof complies with such licenses and/or rights.
978-1-491-92261-3
[LSI]
www.it-ebooks.info
Table of Contents
Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii
Part I. Getting Started with R
1. R Basics. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Downloading the Software 1
Try Some Simple Tasks 2
User Interface 5
Installing a Package: A GUI Interface 6
Data Structures 7
Sample Datasets 8
The Working Directory 10
Putting Data into R 11
Sourcing a Script 22
User-Written Functions 25
A Taste of Things to Come 26
2.
An Overview of R Graphics. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
Exporting a Graph 31
Exploratory Graphs and Presentation Graphs 33
Graphics Systems in R 36
Part II. Single-Variable Graphs
3. Strip Charts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
A Simple Graph 45
iii
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