R Weekly Highlights

A retrospective that showcases favourite data visualisation projects and insights from 2025, a practical guide offering R package maintainers methods to gauge how their package is being used, and an R package release introducing additional helper functions that extend dplyr::mutate() for generating columns with useful rowwise and list-column operations. Episode Links This week's curator: Batool Almarzouq - @batoolmm.bsky.social (Bluesky) & @batool664 (X/Twitter)My year in data visualisationHow to Assess Usage of your Package{mutagen} 0.5.0: Extensions to dplyr's mutateEntire issue available at rweekly.org/2025-W51Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-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.infoGet in touch with us on social mediaEric Nantz: @[email protected] (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixWatermelon Flava - Breath of Fire 3 - Joshua Morse, posu yan - https://ocremix.org/remix/OCR01411On Wings of Steel - After Burner - Juan Medrano - https://ocremix.org/remix/OCR03405

How the recent frontier LLM model releases compare for successfully generating R code, our take on the new Test Set data science podcast, and a surprising entry in the world of languages equipped for data science. Episode Links This week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_ (X/Twitter)2025-12-05 AI NewsletterThe Test Set: Now on YouTube + a look at what’s nextHaskell IS a Great Language for Data ScienceEntire issue available at rweekly.org/2025-W50Supplement ResourcesAdd links discussed in the episode (in place of this sentence)How well do LLMs generate R code (Shiny app) https://skaltman-model-eval-app.share.connect.posit.cloud/Python is not a great language for data science (Claus Wilke) Part 1 https://blog.genesmindsmachines.com/p/python-is-not-a-great-language-forDataHaskell https://www.datahaskell.org/Supporting the showUse the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-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.infoGet in touch with us on social mediaEric Nantz: @[email protected] (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixMarble Dash - Sonic the Hedgehog - Joshua Morris - https://ocremix.org/remix/OCR01365The Belmont Chill - Super Castlevania IV - Blak_Omen - https://ocremix.org/remix/OCR01195

Prepare to deploy multiple LLM-powered agents for your next (secret) missions with mini007, a new contender to the high-performance linter tools with blazing performance that doesn't seem possible (but it is), and a usethis-like manager for your projects needing unified branding across deliverables. Episode Links This week's curator: Eric Nantz: @[email protected] (Mastodon) & @rpodcast.bsky.social (BlueSky) & @theRcast (X/Twitter)mini007 - A Lightweight Framework for Multi-Agent Orchestration in RJarl: just another R linter{rbranding} 0.1.0: Manage Branding and Accessibility of R ProjectsEntire issue available at rweekly.org/2025-W48Supplement Resources Add links discussed in the episode (in place of this sentence)I wrote this talk with an LLM (Hadley Wickham UseR! 2025 Keynote) https://www.youtube.com/watch?v=ctc2kx3LxG8mini007 GitHub repository https://github.com/feddelegrand7/mini007Jarl: Just Another R Linter documentation https://jarl.etiennebacher.comrbranding documentation site https://epiforesite.github.io/rbrandingSupporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-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.infoGet in touch with us on social mediaEric Nantz: @[email protected] (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemix Warriors of Light - Final Fantasy - Darangen - https://ocremix.org/remix/OCR01339Vamo alla Django - Final Fantasy IX Worlds Apart - AndyP feat. Fishy, Dan Bryant - https://ff9.ocremix.org

Creating your own race to a programming finish line with a hidden gem in mirai, the lowdown on using Generative AI for data visualization with more than a few surprises, and going from start to finish with a Shiny app created under the BDD mindset.Episode LinksThis week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_ (X/Twitter)Aaaaand… they’re off!Generative AI for Data VisualisationBehavior-Driven Development in R Shiny: A Step-By-Step ExampleEntire issue available at rweekly.org/2025-W42Supplement ResourcesDataBot https://positron.posit.co/databot.htmlSupporting the showUse the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-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.infoGet in touch with us on social mediaEric Nantz: @[email protected] (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixWarriors of Light - Final Fantasy - Darangen - https://ocremix.org/remix/OCR01339Honky Town - Super Mario RPG: Legend of the Seven Stars - Wiesty, XPRTNovice - https://ocremix.org/remix/OCR03535

The ducks have made their presence felt in the world of databases, but now you can take a dip in a new Ducklake all within R! If you ever felt someone should write a book on the many ways you can slidecraft Quarto presentations, we have good news for you. Lastly, a spectacular series on harnessing the power of LLMs in your Shiny apps concludes with a powerful and very relevant use case to help review your next presentation slides.Plus … a popular segment returns Episode LinksThis week's curator: Eric Nantz: @[email protected] (Mastodon) & @rpodcast.bsky.social (BlueSky) & @theRcast (X/Twitter)Jumping in the Ducklake with nothing but R onSlidecrafting - Making beautiful slides with reveal.js and QuartoThe Shiny side of LLMs Part 3Entire issue available at rweekly.org/2025-W40Supporting the showUse the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-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.infoGet in touch with us on social mediaEric Nantz: @[email protected] (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixRelm's Weepy Loop - Final Fantasy 6 - MkVaff - https://ocremix.org/remix/OCR00178Serenity & Grace - Chrono Cross - timaeus222 - https://ocremix.org/remix/OCR04143