References

The packages this book’s examples build on:

Brunson, Jason Cory. 2020. “Ggalluvial: Layered Grammar for Alluvial Plots.” Journal of Open Source Software 5 (49): 2017. https://doi.org/10.21105/joss.02017.

Chang, Winston, Joe Cheng, JJ Allaire, et al. 2024. Shiny: Web Application Framework for r. https://shiny.posit.co/.

Gohel, David, and Panagiotis Skintzos. 2024. Ggiraph: Make Ggplot2 Graphics Interactive. https://davidgohel.github.io/ggiraph/.

Hofmann, Heike, Susan VanderPlas, and Yawei Ge. 2022. Ggpcp: Parallel Coordinate Plots in the Ggplot2 Framework. https://heike.github.io/ggpcp/.

Horst, Allison Marie, Alison Presmanes Hill, and Kristen B Gorman. 2020. Palmerpenguins: Palmer Archipelago (Antarctica) Penguin Data. https://doi.org/10.5281/zenodo.3960218.

Kay, Matthew. 2024. Ggdist: Visualizations of Distributions and Uncertainty. https://doi.org/10.5281/zenodo.3879620.

Robinson, David, Alex Hayes, and Simon Couch. 2024. Broom: Convert Statistical Objects into Tidy Tibbles. https://broom.tidymodels.org/.

Schloerke, Barret. 2024. Shinytest2: Testing for Shiny Applications. https://rstudio.github.io/shinytest2/.

Sievert, Carson. 2020. Plotly for r. https://plotly-r.com.

Sievert, Carson, Joe Cheng, and Garrick Aden-Buie. 2024. Bslib: Custom Bootstrap Themes for Shiny and Rmarkdown. https://rstudio.github.io/bslib/.

Slowikowski, Kamil. 2024. Ggrepel: Automatically Position Non-Overlapping Text Labels with Ggplot2. https://ggrepel.slowkow.com/.

Wickham, Hadley. 2016. Ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. https://ggplot2.tidyverse.org.

Wickham, Hadley, and Joe Cheng. 2025. Ellmer: Chat with Large Language Models. https://ellmer.tidyverse.org/.

Wilke, Claus O. 2024. Ggridges: Ridgeline Plots in Ggplot2. https://wilkelab.org/ggridges/.