R Graphs Cookbook Second Edition
R Graphs Cookbook Second Edition by Jaynal Abedin, published by Packt Publishing in 2014, is a comprehensive guide designed for those interested in data visualization within the data science field. This 368-page edition provides a practical approach to utilizing R’s graphics system, enabling readers to uncover patterns among variables through effective visual representation without the need for complex statistical analysis.
In this cookbook, readers will explore powerful default R graphics and advanced systems like lattice and ggplot2, focusing on the grammar of graphics. The content includes techniques for inspecting large datasets with tableplot and creating three-dimensional visualizations. This edition serves as a resource for producing, customizing, and publishing advanced visualizations, making it suitable for those looking to enhance their skills in data visualization and related topics such as programming and open-source software.
Official synopsis Publisher
Data 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 high-level 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 three-dimensional visualizations, you will know how to produce, customize, and publish advanced visualizations using this popular, and powerful, framework.
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