References

Arel-Bundock, Vincent. 2024. Rdatasets: A Collection of Datasets Originally Distributed in Various r Packages. https://vincentarelbundock.github.io/Rdatasets/.

Cui, Boxuan. 2024. DataExplorer: Automate Data Exploration and Treatment. R Package Version 0.8.3. http://boxuancui.github.io/DataExplorer/.

(Ed.), Colin McIntosh. 2013. Cambridge Advanced Learner’s Dictionary. 4th ed. Cambridge University Press.

Firke, Sam. 2023. Janitor: Simple Tools for Examining and Cleaning Dirty Data. R Package Version 2.2.0. https://github.com/sfirke/janitor.

Iannone, Richard, Joe Cheng, Barret Schloerke, Ellis Hughes, Alexandra Lauer, JooYoung Seo, Ken Brevoort, and Olivier Roy. 2024. Gt: Easily Create Presentation-Ready Display Tables. R Package Version 0.11.1. https://gt.rstudio.com.

Kassambara, Alboukadel. 2023. Ggcorrplot: Visualization of a Correlation Matrix Using ’Ggplot2’. R Package Version 0.1.4.1. http://www.sthda.com/english/wiki/ggcorrplot-visualization-of-a-correlation-matrix-using-ggplot2.

Mock, Thomas. 2023. gtExtras: Extending ’Gt’ for Beautiful HTML Tables. R Package Version 0.5.0. https://github.com/jthomasmock/gtExtras.

Müller, Kirill, and Hadley Wickham. 2023. Tibble: Simple Data Frames. R Package Version 3.2.1. https://CRAN.R-project.org/package=tibble.

Sanderson, Steven, and Antti Rask. 2024. RandomWalker: Generate Random Walks Compatible with the ’Tidyverse’. R Package Version 0.2.0. https://www.spsanderson.com/RandomWalker/.

Schloerke, Barret, Di Cook, Joseph Larmarange, Francois Briatte, Moritz Marbach, Edwin Thoen, Amos Elberg, and Jason Crowley. 2024. GGally: Extension to ’Ggplot2’. R Package Version 2.2.1. https://ggobi.github.io/ggally/.

Tierney, Nicholas, Dianne Cook, Miles McBain, and Colin Fay. 2024. Naniar: Data Structures, Summaries, and Visualisations for Missing Data. R Package Version 1.1.0. https://CRAN.R-project.org/package=naniar.

Wickham, Hadley. 2015. Ggplot2movies: Movies Data. R Package Version 0.0.1. https://CRAN.R-project.org/package=ggplot2movies.

———. 2016. Ggplot2: Elegant Graphics for Data Analysis. 2nd ed. Springer-Verlag New York.

———. 2023. Conflicted: An Alternative Conflict Resolution Strategy. R Package Version 1.2.0. https://CRAN.R-project.org/package=conflicted.

———. 2024. Ggplot2: Elegant Graphics for Data Analysis. R Package Version 3.5.1. https://ggplot2.tidyverse.org.

Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2023. Tidyverse: Welcome to the Tidyverse. R Package Version 2.0.0. https://CRAN.R-project.org/package=tidyverse.

Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd ed. O’Reilly.

Wickham, Hadley, Romain François, Lionel Henry, Kirill Müller, and Davis Vaughan. 2023. Dplyr: A Grammar of Data Manipulation. R Package Version 1.1.4. https://CRAN.R-project.org/package=dplyr.

Wickham, Hadley, Thomas Lin Pedersen, and Dana Seidel. 2023. Scales: Scale Functions for Visualization. R Package Version 1.3.0. https://CRAN.R-project.org/package=scales.

Wickham, Hadley, Davis Vaughan, and Maximilian Girlich. 2024. Tidyr: Tidy Messy Data. R Package Version 1.3.1. https://tidyr.tidyverse.org.