An honest take on common patterns and anti-patterns for re-use of data analyses that hit a bit too close to home for your hosts, a cautionary tale of garbage online references pretending to be authentic material, and a new (human-created) cheat sheet with terrific best practices taking front and center. Episode Links This week's curator: Sam Parmar - @parmsam_ (Twitter) & @parmsam@fosstodon.org (Mastodon) Patterns and anti-patterns of data analysis reuse $%@! R help from $%@! AI Best Practice for R :: Cheat Sheet Entire issue available at rweekly.org/2024-W12 Additional Links Jon Harmon's request for additional R4DS funding: https://fosstodon.org/@R4DSCommunity/112099679313058951 Linux Unplugged Episode 554: SCaLEing Nix https://www.jupiterbroadcasting.com/show/linux-unplugged/554/ 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 - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, 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 (Twitter) and @rpodcast@podcastindex.social (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @mike_thomas@fosstodon.org (Mastodon) Music credits powered by OCRemix A Crook Man's Eyes - Mega Man 5 - Nightswim - http://ocremix.org/remix/OCR03679 Plastik Skies - VROOM: Sega Racing - Palpable, Diodes - https://ocremix.org/remix/OCR03726