R Resources
Brand New to R?
Try starting with these video tutorials that will walk you through the basics.Getting Started with R at Reed
- Reed RStudio server
- Desktop R
- Writing up your results
- Writing your thesis in
thesisdown
- Meet the Palmer Penguins
Loading Data
- From a package
- From a .csv (with
readr
) - From Excel (with
readxl
) - From Google Sheets (with
googlesheets4
) - From the internet (with
rvest
)
Wrangling Data
- Tidy data principles
- Transforming data with
dplyr
- Combining data
- Working with text data with
stringr
- Advanced wrangling
Presentation and Visualization
- Intro to data visualization with
ggplot2
- Making informative and readable graphs
- Graph customization
- Refactoring levels in plots
- Extensions of
ggplot2
- Summary tables
More Resources
- Troubleshooting
- Additional online resources
- Hive mind: forums and asking questions
- Archived R documentation
R resource pages v3.1 updated 2021/05 by the mLabbies. Data @ Reed resources are authored and maintained by the Data@Reed team.