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ggplot2: Elegant Graphics for Data Analysis

ggplot Elegant Graphics for Data Analysis 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

  • Title: ggplot2: Elegant Graphics for Data Analysis
  • Author: Hadley Wickham
  • ISBN: 9780387981406
  • Page: 496
  • Format: Paperback
  • 1 1 Welcome to ggplot2 ggplot2 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, 2005 , is composed of a set of independent components that can be composed in many di erent ways This makesggplot2 very powerful, bec1 1 Welcome to ggplot2 ggplot2 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, 2005 , is composed of a set of independent components that can be composed in many di erent ways This makesggplot2 very powerful, because you are not limited to a set of pre speci ed graphics, but you can create new graphics that are precisely tailored for your problem This may sound overwhelming, but because there is a simple set of core principles and very few special cases, ggplot2 is also easy to learn although it may take a little time to forget your preconceptions from other graphics tools Practically, ggplot2 provides beautiful, hassle free plots, that take care of ddly details like drawing legends The plots can be built up iteratively and edited later A carefully chosen set of defaults means that most of the time you can produce a publication quality graphic in seconds, but if you do have special formatting requirements, a comprehensive theming system makes it easy to do what you want Instead of spending time making your graph look pretty, you can focus on creating a graph that best reveals the messages in your data

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      Published :2019-07-10T23:04:17+00:00

    About "Hadley Wickham"

    1. 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.

    548 Comments

    1. 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.]


    2. ggplot2 is an elegant system. Would be interesting to know if incanted has/will get a similarly expressive plotting lib with sensible defaults.It's temping to just jump in with a plotting library, but my guess is investing in learning how it works is both instructive as a case study in engineering something you may not think often, and to give yourself more direct feel for data. If you want to be a serious data scientist, you need to master all the basic ways of looking at data (including pivot [...]



    3. Non è un libro che puoi leggere tutto di un fiato e poi riporlo dicendo “ok, ho capito”. È molto complesso ed è necessario utilizzarlo mentre si sperimenta la creazione di nuovi grafici in ggplot2 in ambiente R studio. I suggerimenti sono utilissimi per creare grafici che non hanno nulla da invidiare ai più blasonati (e costosi) software in circolazione.Ggplot2 con altri packages di contorno dá modo di creare grafici a layers con multiple estetiche, facetting, colori e categorizzazioni [...]


    4. This tutorial explains ggplot2 in detail with the best-organized and lucid explanation of the underlying logic I've seen. The examples are real and reproducible (a few typos but nothing drastic) and very revealing of the major features. The color pictures are color, a very nice touch in a graphics book, not all of them do that. I found the index very useful. There might be more examples and coverage of some of the edge features (radar charts, for example), and I think data preparation and handli [...]


    5. 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 cookb [...]


    6. Nice and comprehensive tutorial on ggplot2, a plotting system implementing the grammar of graphics for Rplot documentation here.I've put some code from the book into a markdown file. The code and the generated plots are available here.Python port for ggplot, aiming to have the same API, is available here.


    7. Very comprehensive book on ggplot2. Lots of example code, so very useful for inspiration. The final few chapters includes stuff related to plotting such as wrangling (with tidyr) or summarizing (with dplyr) data before it can be plotted.


    8. It is not common to get an introduction to a such a high quality software library by its developerPlot2 - is the R package which implements the grammar of graphics. The book contains many examples and successfuly explains how the library can be extended.


    9. Not deep in principles, codes are fine despite some are out of date.Looking for further deep understanding about grammar of graphics through The Grammar of Graphics.


    10. Unfortunatelly the fact the plots are printed in grayscale is making the reading impossible.This does not take away the value of the book when used interactively



    11. More theory than I wanted. Got to see the grammar of graphics. It won't be sitting close at hand as I code.


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