Appendix A — References

B References

Arnold, Jeffrey B. 2024. Ggthemes: Extra Themes, Scales and Geoms for Ggplot2. https://jrnold.github.io/ggthemes/.

Cheng, Joe, Barret Schloerke, Bhaskar Karambelkar, Yihui Xie, and Garrick Aden-Buie. 2025. Leaflet: Create Interactive Web Maps with the JavaScript Leaflet Library. https://rstudio.github.io/leaflet/.

Cheng, Joe, Carson Sievert, Barret Schloerke, Winston Chang, Yihui Xie, and Jeff Allen. 2024. Htmltools: Tools for HTML. https://github.com/rstudio/htmltools.

Firke, Sam. 2024. Janitor: Simple Tools for Examining and Cleaning Dirty Data. https://github.com/sfirke/janitor.

Gatscha, Sebastian, Bhaskar Karambelkar, and Barret Schloerke. 2024. Leaflet.extras: Extra Functionality for Leaflet Package. https://github.com/trafficonese/leaflet.extras.

Huang, Leslie. 2023. Leaflet.providers: Leaflet Providers. https://rstudio.github.io/leaflet.providers/.

Mangiafico, Salvatore. 2025. Rcompanion: Functions to Support Extension Education Program Evaluation. https://CRAN.R-project.org/package=rcompanion.

Martinez, Christian. 2026. nycOpenData: Convenient Access to NYC Open Data API Endpoints. https://martinezc1.github.io/nycOpenData/.

Müller, Kirill. 2025. Here: A Simpler Way to Find Your Files. https://here.r-lib.org/.

Richardson, Neal, Ian Cook, Nic Crane, Dewey Dunnington, Romain François, Jonathan Keane, Bryce Mecum, et al. 2025. Arrow: Integration to Apache ’Arrow’. https://github.com/apache/arrow/.

Wickham, Hadley. 2023. Tidyverse: Easily Install and Load the Tidyverse. https://tidyverse.tidyverse.org.

Xie, Yihui. 2025. Knitr: A General-Purpose Package for Dynamic Report Generation in r. https://yihui.org/knitr/.