Tidy and Other Related Open Source Texts


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Advanced RAdvanced R SolutionsAnalyzing US Census Data: Methods, Maps, and Models in RBehavior Analysis with Machine Learning Using Rblogdown: Creating Websites with R MarkdownGeocomputation with Rggplot2: Elegant Graphics for Data Analysis
Hands-On Machine Learning with RInteractive web-based data visualization with R, Plotly, and ShinyIntroduction to Data Science: Data Analysis and Prediction Algorithms with RJavaScript for RMastering ShinyNew Statistics for Design Researchers: a Bayesian Workflow in Tidy ROutstanding User Interfaces with Shiny
R for Data ScienceR Markdown CookbookR PackagesStatistical Inference via Data Science: A ModernDive into R and the TidyverseSupervised Machine Learning for Text Analysis in RText Mining with RTidy Modeling with R

This list only shows a very narrow slice of what are known as modern, or tidy friendly texts that are also in print. Barring a few instances here and there, each title should be accessible to anyone who understands the basic principles of pipes and layers. If you prefer a more comprehensive and up-to-date repository of nearly all open source texts about R, make sure to visit the impressive and ever growing Big Book of R! If you feel like I missed a helpful modern open source text, please let me know and I’ll be happy to add it.

Last updated on October 20, 2022

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