ggplot2 Elegant Graphics for Data Analysis
This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease.
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Hadley Wickham
ggplot2
Elegant Graphics for Data Analysis
Second Edition
Use R! Series Editors: Robert Gentleman Kurt Hornik Giovanni Parmigiani
More information about this series at http://www.springer.com/series/6991
Use R! Moore: Applied Survival Analysis Using R Luke: A User’s Guide to Network Analysis in R Monogan: Political Analysis Using R Cano/M. Moguerza/Prieto Corcoba: Quality Control with R Schwarzer/Carpenter/R¨ucker: Meta-Analysis with R Gondro: Primer to Analysis of Genomic Data Using R Chapman/Feit: R for Marketing Research and Analytics Willekens: Multistate Analysis of Life Histories with R Cortez: Modern Optimization with R Kolaczyk/Cs´ardi: Statistical Analysis of Network Data with R Swenson/Nathan: Functional and Phylogenetic Ecology in R Nolan/Temple Lang: XML and Web Technologies for Data Sciences with R Nagarajan/Scutari/L`ebre: Bayesian Networks in R van den Boogaart/Tolosana-Delgado: Analyzing Compositional Data with R Bivand/Pebesma/G´omez-Rubio: Applied Spatial Data Analysis with R (2nd ed. 2013) Eddelbuettel: Seamless R and C++ Integration with Rcpp Knoblauch/Maloney: Modeling Psychophysical Data in R Lin/Shkedy/Yekutieli/Amaratunga/Bijnens: Modeling Dose-Response Microarray Data in Early Drug Development Experiments Using R Cano/M. Moguerza/Redchuk: Six Sigma with R Soetaert/Cash/Mazzia: Solving Differential Equations in R
Hadley Wickham
ggplot2 Elegant Graphics for Data Analysis Second Edition
With contributions by Carson Sievert
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Hadley Wickham RStudio Houston, Texas, USA
ISSN 2197-5736 Use R! ISBN 978-3-319-24275-0 DOI 10.1007/978-3-319-24277-4
ISSN 2197-5744 (electronic) ISBN 978-3-319-24277-4 (eBook)
Library of Congress Control Number: 2016937314 © The Author 2016 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper This springer imprint is published by Springer Nature The registered company is Springer International Publishing AG Switzerland
To my parents, Alison & Brian Wickham. Without them, an
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