Additional online resources

Below you can find a collection of helpful links to further online resources regarding the workshop topics.

General

  • List of RStudio cheatsheets: You can find a list of all the cheat sheets that RStudio provides there. Below, I listed the individual cheat sheets that are interesting for our course.

  • RStudio cheatsheet: Explains the most important buttons, options, keyboard shortcuts, etc that you have in RStudio.

  • The modern dive book explains how to get started with R and data analysis with the tidyverse.

  • The R for Data Science book by Hadley Wickham is a very good book to start with. It is specifically about data analysis using the tidyverse packages.

  • The Big book of R is a book that list all books about R that are freely available only. The book is sorted by topics and can be used to find resources to learn a specific topic.

  • A curated collection of R resources. Not just books but also websites, tutorials, help channels, …

  • The Tidyverse style guide provides information on how to style your code according to good practice.

  • Book What they forgot to teach you about R by J. Bryan and J. Hesters contains a lot of very nice good practice tips for R code and R projects.

Tidyverse

  • The tidyverse website has links to all tidyverse packages which all have very good examples and use cases. These websites are an excelent point to get started with a package.

readr

ggplot

dplyr

tidyr

Linear models

  • anova with R: explanation why an anova is also a linear model