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R Graphs Cookbook: Over 70 Recipes for Building and Customizing Publicationquality Visualizations of Powerful and Stunning R Gr,Used
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Over 70 recipes for building and customizing publicationquality visualizations of powerful and stunning R graphsAbout This BookCreate a wide range of powerful R graphs Leverage lattice and ggplot2 to create highquality graphs. Develop wellstructured maps for efficient data visualizationWho This Book Is ForTargeted at those with an existing familiarity with R programming, this practical guide will appeal directly to programmers interested in learning effective data visualization techniques with R and a widerange of its associated libraries.What You Will LearnCreate diverse types of bar charts using the default R functions Produce and customize density plots and histograms with lattice and ggplot2 Visualize frequency tabulated data with interactive and beautiful graphs Inspect large datasets by simultaneously visualizing numeric and categorical variables in a single plot Construct multiple graph matrix layouts Annotate graphs using ggplot2 Construct various types of threedimensional plots using threedimensional visualizationsIn DetailData visualization is one of the most important tasks in the data science track. Through effective visualization, we can easily uncover underlying patterns among variables without doing any sophisticated statistical analysis.Starting with a highlevel overview of the R graphics system and then moving through this practical cookbook, you will leverage powerful default R graphics and utilize advanced graphics systems such as lattice and ggplot2, the grammar of graphics. Through inspecting large datasets using tableplot and stunning threedimensional visualizations, you will know how to produce, customize, and publish advanced visualizations using this popular, and powerful, framework.
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