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ggplot2: Elegant Graphics for Data Analysis…
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ggplot2: Elegant Graphics for Data Analysis (Use R) (editie 2009)

door Hadley Wickham

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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. With ggplot2, it's easy to:  produce handsome, publication-quality plots with automatic legends created from the plot specification 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.… (meer)
Lid:jcardente
Titel:ggplot2: Elegant Graphics for Data Analysis (Use R)
Auteurs:Hadley Wickham
Info:Springer (2009), Edition: 2nd Printing., Paperback, 224 pages
Verzamelingen:Jouw bibliotheek
Waardering:
Trefwoorden:data mining, statisics

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ggplot2: Elegant Graphics for Data Analysis door Hadley Wickham

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Engels (4)  Arabisch (1)  Alle talen (5)
Toon 5 van 5
الكتاب جيد جدا لفهم حزمة
ggplot
ولكن لأني بدأت بقراءة أول طبعة فهي الى حد ما قديمة وبعض الأكواد لم تعد تعمل في النسخ الحديثة لل
R

ولكن مجملا الكتاب جيد لمن يريد فهم أجزاء تكوين الصور التوضيحية في برام الإحصاء ( )
  Maaly_Ahmed | Jan 30, 2024 |
I only include this to compete with Al. The book is just ok, but ggplot2 is very sweet. [Check out R Graphics Cookbook by Winston Chang. It is mostly ggplot2 and I find it (and its website) a much better how to do it source than Hadley Wickhams's book - especially since ggplot2 was revised so that themes are so important. Note added 2-5-13.] ( )
  markm2315 | Jul 1, 2023 |
ggplot2 is a really fun R package to use and it produces awesome results BUT this book is not for R beginners. It requires a general sense of the R syntax and grammar. But with a little R knowledge, and this book in hand, it is easy to quickly produce nice plots.
Like most programming books, one doesn't just read them cover to cover and then put them on a shelf. They are meant as references to have handy when needed. I recommend using this book in conjunction with Winston Chang's R Graphics cookbook. ( )
  SocProf9740 | Jul 11, 2021 |
This is another book that applies to one of my nascent passions: Statistical programming with R. This book brings forth the central visualization package in ggplot by its author Hadley Wickham. Like most of Hadley's works, the book is meticulously researched and extremely clear. It is a winner in accomplishing its goals of introducing visualization in R. It even contains a short section on modeling in R.


For those who don't know what R is, it is a statistical programming language. It helps statisticians (or programmers like myself) do statistical work efficiently. Hadley is a strong exponent in the community, and this work tells advanced users of R how to do visualization work. It is not meant as an introduction to R (i.e., R for beginners), but as a follow-up book, much like two of Hadley's other works, Advanced R or R Packages.

Hadley uses Leland Wilkinson's The Grammar of Graphics to dissect how graphing works. Data is abstracted from an aesthetic mapping which controls how the data is communicated (e.g., through bar graphs, line graphs, pie graphs). Then these are combined together to give the programmer more control of the graph.

By existing within a programming language (R), this method gives the programmer/user much more control over the final product. Thus, high quality visualizations become a reality with ggplot. Unfortunately, one has to spend time reading a book in order to learn how to do that, but that is a small price to pay for enhanced quality and control. This book is worth the time.
( )
  scottjpearson | Jan 25, 2020 |
Having a "grammar of graphics" is such a useful and appealing concept. After years of hacking at the inconsistencies between various versions of the industry's dominant tool, I was quickly drawn to ggplot2. This guide by the package's creator is necessary and sufficient. The concepts are concise but thorough. Wickham often includes external examples to push the reader's thinking about what makes for an effective visualization. Working my way through the theory and the practice examples quickly accelerated my skills. More importantly, it's given me a framework for thinking about visualization in general. ( )
  jpsnow | Mar 10, 2018 |
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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. With ggplot2, it's easy to:  produce handsome, publication-quality plots with automatic legends created from the plot specification 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.

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