This is the source code for the TRES tidyverse tutorial. The readable version can be accessed by clicking the page title above.
The TRES tidyverse tutorial is an online workshop on how to use the tidyverse, a set of packages in the R computing language designed at making data handling and plotting easier.
This tutorial will take the form of a one hour per week video stream via Google Meet, every Friday morning at 10.00 (Groningen time) starting from the 29th of May, 2020 and lasting for a couple of weeks (depending on the number of topics we want to cover, but there should be at least 5).
People from outside our department are welcome to attend.
Topic | Package | Instructor | Date* |
---|---|---|---|
Reading data and string manipulation | readr, stringr, glue | Pratik | 29/05/20 |
Data and reshaping | tibble, tidyr, forcats | Raphael | 05/06/20 |
Manipulating data | dplyr | Theo | 12/06/20 |
Working with lists and iteration | purrr | Pratik | 19/06/20 |
Plotting | ggplot2 | Raphael | 26/06/20 |
Programming with the tidyverse | rlang | Pratik | 10/07/20 |
Regular expressions | stringr | Richel | 17/07/20 |
Package development | devtools, usethis, roxygen2 | Raphael | 24/07/20 |
Branch | Travis CI build status |
---|---|
master |
|
richel |
Join the Slack by clicking this link (Slack account required).
*Tentative dates.
Here are links to external resources to dig deeper in making efficient use of R in data analysis:
- The tidyverse website
- The RStudio cheatsheats
- The R for Data Science book
- The Advanced R book
- To learn about making your own packages, the R Packages book
- Datacamp has a bunch of tutorials too