Materials

In this section, we provide a list of materials that can be useful for learning how to use the {tidyverse}, and how to create Shiny applications.

Tidyverse

• Book R for Data Science, by Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund.

Shiny

• Tutorial Shiny for R, by Posit.

• Book Mastering Shiny, by Hadley Wickham.

• Book Engineering Production-Grade Shiny Apps, by Colin Fay, Sébastien Rochette, Vincent Guyader and Cervan Girard.

• Gallery Shiny components (inputs, outputs, messages), by Posit.

• Gallery Nicer-looking Shiny widgets, by Victor Perrier, Fanny Meyer, and David Granjon.

• AI Assistant Shiny AI assistant, by Posit.

• UI editor Shiny UI editing tool, by Posit.

Building modern dashboards

• Quarto dashboards with Shiny

• Quarto dashboards without Shiny

• Structuring dashboards with {bslib}

• Theming Shiny apps and dashboards with {bslib}

• Auto theming of plots with {thematic}

Interactive mapping

• Creating interactive maps with {leaflet}

• Using Leaflet with Shiny

• Extensions for Leaflet with {leafem}

• Quick and convenient interactive maps with {mapview}