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A massive milestone for the language that eventually led to the R we know and love, plus a comprehensive look at two popular workflow frameworks across the R and Python ecosystems. Episode Links This week's curator: Jon Calder - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder (X/Twitter)S at 50Comparing R's {targets} and dbt for Data EngineeringEntire issue available at rweekly.org/2026-W20Supplement ResourcesFifty years of S poster https://blog.r-project.org/post/S-at-50/s_at_50_poster.jpgQuarto 2: Parsing and Source Maps https://opensource.posit.co/blog/2026-05-07_quarto-2-parsing/Beyond Feasibility: Learning from FDA’s Response to WebAssembly and Container-Based Submissions https://r-consortium.org/posts/beyond-feasibility-learning-from-fdas-response-to-webassembly-and-container-based-submissions/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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixJ-Type - Tetris - Nostalvania - https://ocremix.org/remix/OCR04401
If Shiny wasn't awesome enough, a new toolkit is bringing the awesome to new heights! Plus a handful of ggplot2 functions that can immediate impact common visualization operations, and knitr gains support for a much-hyped typesetting format for the static document crowd. Episode Links This week's curator: Eric Nantz: @rpodcast@podcastindex.social (Mastodon) & @rpodcast.bsky.social (BlueSky) & @theRcast (X/Twitter)Announcing shiny.webawesome: a web UI package for R/ShinyFive ggplot2 functions I wish I’d known about earlierPreliminary Support for Typst in knitrIssue available at rweekly.org/2026-W19Supplement ResourcesAdd links discussed in the episode (in place of this sentence){shiny.webawesome} documentation https://www.shiny-webawesome.orgWeb Awesome: The Web's Open Source Design System https://webawesome.com{lemon} Freshen up your ggplots https://github.com/stefanedwards/lemonligt.js Miscellaneous lightweight tools and utilities in JavaScript https://github.com/yihui/lite.js/blob/main/js/pages.jsR 4.6.0 binary transition https://github.com/eddelbuettel/R-4.6.0-binary-transitionExploring and Learning Quantum Computing Part 1 https://www.kenkoonwong.com/blog/qc1/Mike's talk "Fully Reproducible Model Validation Reports Using Docker, R, Quarto, {renv} and {targets}" https://youtube.com/watch?v=hRIbxv516hYSupporting 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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixMoonlight Vibin - Megaman X5 - DCT - https://ocremix.org/remix/OCR02053Countdown to Infinity - Megaman X: Maverick Rising - WillRocky - https://maverick.ocremix.org/music.php
How the new logrittr package gives you a peek behind the tidy pipelines of dplyr, and a fascinating glimpse into the universe of seeds going far beyond a favorite 80's song. Episode Links This week's curator: Jonathan Kitt - @jonathankitt.bsky.social (Bluesky)logrittr: A Verbose Pipe Operator for Logging dplyr PipelinesGenerating universes within universes with a single seedWorking Smarter in R: Tips, Tricks & Real-World LessonsEntire issue available at rweekly.org/2026-W18Supplement Resourcestidylog https://github.com/elbersb/tidylog/logrittr documentation https://guillaumepressiat.github.io/logrittr/Fine-grained control of RNG seeds in R https://blog.djnavarro.net/posts/2023-12-27_seedcatcherSupporting 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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixPassing Breeze (Lounge Suite) - OutRun - Remorse - https://ocremix.org/remix/OCR00875
After an unexpected break we are back with a new episode of R Weekly Highlights! If you thought the easiest way to create pivot tables was in Excel, the a new package just might change your perspective. Plus how you can pull the strings for a multi-agent LLM workflow with the new puppeteeR package.Episode Links This week's curator: Batool Almarzouq - @batoolmm.bsky.social (Bluesky) & @batool664 (X/Twitter)perspectiveR: Interactive Pivot Tables and Charts from RpuppeteeR - orchestrate multiple LLM agents into coordinated workflowsEntire issue available at rweekly.org/2026-W16Supplement Resources Perspective upstream library https://perspective-dev.github.ioYou can just build your own programming language https://brodrigues.co/posts/2026-04-03-tproject.html{gglite} https://pkg.yihui.org/gglite/Supporting 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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixA flea and his giant - Mega Man X: Maverick Rising - Chuck Dietz - https://maverick.ocremix.org/music.php
Choice is good, but sometimes you may want a little help! Our first two highlights showcase approaches you can take to inform your next LLM for analyses and open-source license. Plus how to make your mark(s) within your version control history. Episode Links This week's curator: Sam Parmar - @parmsam@fosstodon.org (Mastodon) & @parmsam_ (X/Twitter)How to choose the best LLM using R and vitalsPick a License, Not Any LicenseGit commits: please mark your stitches!Entire issue available at rweekly.org/2026-W09Supplement Resourcesrollama - R wrapper to Ollama https://jbgruber.github.io/rollama/Opps, Git! How to recover from common mistakes workshop https://r-posts.com/oops-git-how-to-recover-from-common-mistakes-workshop/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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixSeven Pipes to Heaven - Super Mario Land - Nostalvania - https://ocremix.org/remix/OCR03256You Are Not Confined - Final Fantasy 9 - Sonicade - https://ocremix.org/remix/OCR01064
A glimpse into the R Consortium Submissions Working Group's recent successes and future work, and a new way to view those nested lists from a familiar face making his return to blogging! Episode Links This week's curator: Batool Almarzouq - @batoolmm.bsky.social (Bluesky) & @batool664 (X/Twitter)Submissions Working Group: 2026 Plans and 2025 SuccessViewing Nested Lists with xfun::tabset()Entire issue available at rweekly.org/2026-W08Supplement ResourcesR Consortium Submissions Pilot 4 https://rpodcast.quarto.pub/submissions-wg-pilot-4/R-Podcast Episode 18 (Yihui Xie Returns) https://r-podcast.org/024-rstudioconf-yihui-xie/litedown: R Markdown Reimagined https://yihui.org/litedownSupporting 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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixA Toadstool Mix - Legend of Zelda: Link's Awakening - Reuben Spiers, Gamer of the Winds - https://ocremix.org/remix/OCR04064
A prominent leader at the intersection of data science and data engineering across multiple languages shares her insights, how a recent Git workshop tailored for data science de-mystifies common pitfalls, and for the second straight episode a new transpiler bringing dplyr syntax to databases (quite literally). Episode Links This week's curator: Jon Carroll - @jonocarroll@fosstodon.org (Mastodon) & @jonocarroll.fosstodon.org.ap.brid.gy (Bluesky) & @carroll_jono (X/Twitter)The Test Set Pod - Column selectors, data quality, and learning in public (Episode link)Git & GitHub: Practical Version Control for Data Workdplyr comes to duckdbEntire issue available at rweekly.org/2026-W06Supplement Resources Risk Conference 2026 Agenda (Mike is presenting!) https://rconsortium.github.io/Risk_website/program.htmllibdplyr https://github.com/mrchypark/libdplyrSupporting 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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemix Lost Woods Inglewood - Legend of Zelda: Link's Awakening - BenCousins - https://ocremix.org/remix/OCR00853Aerobotics - Mega Man 8 - Just Coffee - https://ocremix.org/remix/OCR03323
The way LLMs can be a little stubborn when interpreting data visualizations, bringing new meaning to digging for your data and learning along the way, and the latest addition to the futureverse that seems too good to be true, but it is real! Plus an amazing Shiny app tailored made for this very podcast. Episode Links This week's curator: Jonathan Kitt - @jonathankitt.bsky.social (Bluesky)LLMs interpret plots well, until expectations interfereStudents, software, and soil fluxfuturize: Parallelize Common Functions via a "Magic" TouchEntire issue available at rweekly.org/2026-W05Supplement Resources {bluffbench} https://simonpcouch.github.io/bluffbench/{neonSoilFlux}: An R package for continuous sensor-based estimation of soil CO2 fluxes https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210x.70216Building an R Weekly Highlights Podcast Assistant! https://jokasan.github.io/r-weekly_chatbot/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: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemixSunken Secrets - Super Mario 64 - Fishy - https://ocremix.org/remix/OCR02909Serenity & Grace - Chrono Cross -timaeus222 - https://ocremix.org/remix/OCR04143
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