25  Resources

25.1 Data Visualisation

• Capture Cookbook
• R Graph Gallery

25.2 Literate Programming

• Quarto Guide
• Quarto Markdown Basics
• RStudio R Markdown guide
• Visual R Markdown

25.3 Package Development

• R Packages Book
• pkgdown
• roxygen2
• usethis
• devtools
• testthat
• Tidyverse Design Guide
• Happy Git with R

25.4 Shiny

• Mastering Shiny
• Engineering Enterprise-grade Shiny Applications with Golem
• Outstanding Shiny Interfaces
• Modularising Shiny Apps, YT
• Presenting Golem, YT
• Styling Shiny, Joe Chen, YT

25.5 Text Analytics

• Text Mining with R (Tidytext)
• Supervised Machine Learning for Text Analysis in R
• Speech & Language Processing
• Natural Language Processing with Transformers - we have a physical copy floating around the office

25.6 YouTube Channels

These channels will help you see the power and flexibility of data analysis & science in R:

• Julia Silge
• David Robinson