num_pages: 416
description: This practical guide provides more than 150 recipes to help you generate high-quality graphs quickly without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.Most of the recipes use the ggplot2 package a powerful and flexible way to make graphs in R. If you have a basic understanding of the R language you're ready to get started.Use R's default graphics for quick exploration of dataCreate a variety of bar graphs line graphs and scatter plotsSummarize data distributions with histograms density curves box plots and other examplesProvide annotations to help viewers interpret dataControl the overall appearance of graphicsRender data groups alongside each other for easy comparisonUse colors in plotsCreate network graphs heat maps and 3D scatter plotsStructure data for graphing
language: None
title: R Graphics Cookbook: Practical Recipes for Visualizing Data
publisher: O'Reilly Media