How a novel blend of automation and the YouTube API formed a new R-Ladies meetup recording dashboard built entirely with R, the momentum of webR continues with a fantastic guide to create a serverless Shiny app, and a new challenger in the world of high-performance data manipulation libraries arrives. Episode Links This week's curator: Jon Calder (@jonmcalder (https://twitter.com/jonmcalder)) (Twitter) Using flexdashboard to create a GitHub Actions-powered YouTube feed (https://ivelasq.rbind.io/blog/automated-youtube-dashboard/) Building Serverless Shiny Apps with webR: A Step-by-Step Guide (https://hypebright.nl/index.php/en/2023/07/25/building-serverless-shiny-apps-with-webr-a-step-by-step-guide/) Cookbook Polars for R (https://github.com/ddotta/cookbook-rpolars) Cookbook to provide solutions to common tasks and problems in using Polars with R. A side-by-side comparison of polars, R base, dplyr, tidyr and data.table packages. Entire issue available at rweekly.org/2023-W32 (https://rweekly.org/2023-W32.html) Supplement Resources Tube Archivist - Your self-hosted YouTube media server https://www.tubearchivist.com webR code extension for HTML Quarto documents https://github.com/coatless/quarto-webr Into the webR-verse (Bob Rudis presentation at the 2023 New York R Conference) https://www.youtube.com/watch?v=inpwcTUmBDY tidypolars - Provide the functionalities of Polars with the syntax of the Tidyverse https://www.tidypolars.etiennebacher.com Supporting the show Use the contact page at https://rweekly.fireside.fm/contact to send us your feedback R-Weekly Highlights on the Podcastindex.org (https://podcastindex.org/podcast/1062040) - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby (https://getalby.com/), and then head over to the R-Weekly Highlights podcast entry on the index. A new way to think about value: https://value4value.info Get in touch with us on social media Eric Nantz: @theRcast (https://twitter.com/theRcast) (Twitter) and @rpodcast@podcastindex.social (https://podcastindex.social/@rpodcast) (Mastodon) Mike Thomas: @mike_ketchbrook (https://twitter.com/mike_ketchbrook) (Twitter) and @mike_thomas@fosstodon.org (https://fosstodon.org/@mike_thomas) (Mastodon)