This introduction to R and tidyverse for linguists and other enthusiasts was recorded as part of a workshop on “Data wrangling & reproducible reports with tidyverse and R-Markdown” taught on February 23 2021 at the doctoral colloquium, DGfS 2021, in Freiburg, Germany by Julia Müller and Kyla McConnell.
Open the file “Welcome to the tidyverse.Rmd” in RStudio to follow along! Exercises can be found in “Exercises.Rmd”, the answers in “Exercises_KEY.Rmd”.
Teaching was recorded and is available as a Youtube playlist with multiple parts:
- 1. What is the tidyverse
- 2. Communicating with R
- 3. Reading in and exploring data
- 4. The pipe
- 5. Renaming and rearranging data
- 6. Subsets and filtering
- 7. Separating and uniting columns
- 8. Creating and changing columns
- 9. Summary tables with groupings
- 10. Across and row-wise operations
- 11. Reshaping data
- 12. Joining datasets
- 13. Writing data to disk
- 14. Visualization with ggplot