ggplot2: Elegant Graphics for Data Analysis

ggplot2: Elegant Graphics for Data Analysis

Hadley Wickham / Jul 18, 2019

ggplot Elegant Graphics for Data Analysis This update to the classic book by ggplot creator Hadley Wickham upgrades the book to match the many upgrades to ggplot that have happened in the last five years ggplot is a data visualization pack

  • Title: ggplot2: Elegant Graphics for Data Analysis
  • Author: Hadley Wickham
  • ISBN: 331924275X
  • Page: 426
  • Format: broch
  • This update to the classic book by ggplot2 creator Hadley Wickham upgrades the book to match the many upgrades to ggplot2 that have happened in the last five years ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi layered, with ease With ggplot2, it s easy to superimpose multiple layers points, lines, maps, tiles, box plots from different data sources with automatically adjusted common scales add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized additive models, and robust regression save any ggplot2 plot or part thereof for later modification or reuse create custom themes that capture in house or journal style requirements and that can easily be applied to multiple plots approach a graph from a visual perspective, thinking about how each component of the data is represented on the final plot This book will be useful to everyone who has struggled with displaying data in an informative and attractive way Some basic knowledge of R is necessary e.g importing data into R ggplot2 is a mini language specifically tailored for producing graphics, and you ll learn everything you need in the book After reading this book you ll be able to produce graphics customized precisely for your problems, and you ll find it easy to get graphics out of your head and on to the screen or page New to this edition brings the book up to date with ggplot2 2.1.0, including major updates to the theme system new scales, stats and geoms added throughout additional practice exercises a revised introduction that focuses on ggplot instead of qplot updated chapters on data and modeling using tidyr, dplyr and broom.

    ggplot Official Site ggplot is a system for declaratively creating graphics, based on The Grammar of Graphics You provide the data, tell ggplot how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details. ggplot Elegant Graphics for Data Analysis Use R ggplot is a mini language specifically tailored for producing graphics, and you ll learn everything you need in the book After reading this book you ll be able to produce graphics customized precisely for your problems, and you ll find it easy to get graphics out of your head and on to the screen or page. ggplot Elegant Graphics for Data Analysis Hadley Welcome to ggplot ggplot is an R package for producing statistical, or data, graphics, but it is unlike most other graphics packages because it has a deep underlying grammar This grammar, based on the Grammar of Graphics Wilkinson, , is composed of a set of independent components that ggplot Elegant Graphics for Data Analysis Jan , ggplot Elegant Graphics for Data Analysis by Hadley Wickham Author . Rating details ratings ggplot is an elegant system Would be interesting to know if incanted has will get a similarly expressive plotting lib with sensible defaults. ggplot Elegant Graphics for Data Analysis Edition by This new edition to the classic book by ggplot creator Hadley Wickham highlights compatibility with knitr and RStudio ggplot is a data visualization package for R that helps users create data graphics, including those that are multi layered, with ease. ggplot package R Documentation Create Elegant Data Visualisations Using the Grammar of Graphics A system for declaratively creating graphics, based on The Grammar of Graphics You provide the data, tell ggplot how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details. ggplot Elegant Graphics for Data Analysis Use R PDF . Welcome to ggplot ggplot is an R package for producing statistical, or data, graphics, but it is unlike most other graphics packages because it has a deep underlying grammar This grammar, based on the Grammar of Graphics Wilkinson, , is composed of a set of independent components that can be composed in many di erent ways. Quick R ggplot Graphs statmethods Graphics with ggplot The ggplot package, created by Hadley Wickham, offers a powerful graphics language for creating elegant and complex plots Its popularity

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    About "Hadley Wickham"

      • Hadley Wickham

        Hadley Wickham Is a well-known author, some of his books are a fascination for readers like in the ggplot2: Elegant Graphics for Data Analysis book, this is one of the most wanted Hadley Wickham author readers around the world.


    847 Comments

    1. Très clair, très instructif.Indispensable pour tous ceux qui utilise ggplot2. On peut également ajouter le R Graphics cookbookISBN 978-1-449-31695-2


    2. This review is for the 2nd Edition of the book. ggplot2 has changed a lot in recent years and the old book is no longer useful.Hadley has rewritten the book on ggplot2 completely and utilized the examples and questions from the communities on StackOverflow and GoogleGroups as a guide. The book starts off gentle, but does assume you have basic knowledge of R (installation of packages, some base functions, loading libraries and simple syntax). The components of the grammar are brought in piecewise [...]


    3. This book 2016 version of the 2009 book and is really good. Great examples! Updated to the current version of R so all the examples and references are to functions and packages in the current R version that I am using today which makes it much easier to follow.Writing style is very clear. Examples of each concept along with review questions that really make you think about what has just been covered rather than just regurgitating facts.Overall style is concept, some details, and examples.Someti [...]


    4. It's hard to call yourself a statastician or data scientist without strong data visualization skills. Tools like Tableau or Microsoft office can only take you so far. ggplot is an excellent option that allows you to make highly customizable graphs at the cost of a slightly increased learning curve. As a statistics graduate student I found this book to be an excellent introduction to this R package and found the 2nd edition to be very up to date. It is by no means an exhaustive reference, but th [...]


    5. Fabulous textbook for learning ggplot2! Excellent examples and visuals and very easy to read. After just a couple chapters, you can be up and running with basic ggplot2 plots which are sooo much prettier than base R plots. And the rest helps you learn more advanced and customized ggplot2 plotting including details about faceting, scales, legends, themes, etc. I only wish I had read this sooner. Thanks to Hadley Wickham for making ggplot2 and writing this book about how to use it!For whatever it' [...]


    6. I'm a middle level user of R, unfamiliar with the plotting system. This book serves two purposes. It gives a deep understanding of the architecture of ggplot2, so that you will understand it thoroughly. It also gives heaps of examples, so you flip through until you find the one you want to replicate.


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