R Weekly Highlights

Hide a picture of Homer Simpson in a residual plot of all places? Oh it's real, you could say "surreal!" Plus a data-driven approach to investigate recent changes to the Australian census, and a cautionary reminder to check just where those numbers are coming from the next time you build a prediction model.Plus the quest to make R the official language for the Coder Radio program reaps a new reward!Episode LinksThis week's curator: Ryo Nakagawara - @[email protected] (Mastodon) & @RbyRyo) (X/Twitter){surreal} 0.0.1: Create Datasets with Hidden Images in Residual PlotsGender and sexuality in Australian surveys and censusPlease Version DataEntire issue available at rweekly.org/2024-W38Supplement ResourcesSurfing the WSL Wave - Coder Radio episode 587 https://www.jupiterbroadcasting.com/show/coder-radio/587/Brian (bhh32) on Nostrsurreal https://r-pkg.thecoatlessprofessor.com/surreal/Residual Plots and Data Sets (archived version) https://web.archive.org/web/20210927100125/https://www4.stat.ncsu.edu/~stefanski/NSFSupported/HiddenImages/statresplots.htmlLabels for Technical Writing Projects https://ropensci.org/blog/2024/09/12/labels-writing-projects/Express to Impress: Leveraging IBCS Standards for Powerful Data Presentations https://medium.com/number-around-us/express-to-impress-leveraging-ibcs-standards-for-powerful-data-presentations-3c3a269f0ec0Supporting 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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixMoonlight Vibin' - Mega Man X5 - DCT - https://ocremix.org/remix/OCR02053You Are Not Confined - Final Fantasy IX - Sonicade - https://ocremix.org/remix/OCR01064

How being fair to your research has a new and important meaning than what you may expect, the power you can unlock with custom roxygen tags, and a collection of tips you can apply today for your next visualization.Episode LinksThis week's curator: Batool Almarzouq - @batool664 (X/Twitter)Making your blog FAIRCreate and use a custom roxygen2 tagFive ways to improve your chart axesEntire issue available at rweekly.org/2024-W37Supplement Resourceshttr2: Perform HTTP requests and process the response https://httr2.r-lib.org/Athanasia's GitHub Actions workflow files https://github.com/drmowinckels/drmowinckels.github.io/tree/main/.github/workflowsmaestro: Orchestration of data pipelines https://whipson.github.io/maestro/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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixCrysis Crystal - Mega Man 9: Black in Blue - k-wix - https://backinblue.ocremix.org/index.phpOf Whips and Strings - Vampire Variations: A Musical Tribute to Castlevania - Super Guitar Bros. - https://ocremix.org/remix/OCR02480 

A peek behind the curtain of how R handles that batch of code you send to the console, an adventure in automating the translation of Quarto documents to multiple languages, and there's no time like the present to give your code a little linting love.Episode LinksThis week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_ (X/Twitter)Long input linesTranslating Quarto (and other markdown files) into Any LanguageGet your codebase lint-free forever with lintrEntire issue available at rweekly.org/2024-W36Supplement ResourcesNews from R Submissions Working Group – Pilot 3 Successfully Reviewed by FDAMastodon Accounts Posting About #RStatsSupporting 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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixTorvus Clockwork - Metroid Prime 2: Echoes - DarkeSword - https://ocremix.org/remix/OCR01507Sleep, My Sephy (Judgement Day) - Final Fantasy VII: Voices of the Lifestream - Pot Hocket - https://ff7.ocremix.org/

A few tools you can use to find those elusive bottlenecks in Shiny app performance, adding a dash of interactivity to a reactable table, and save yourself many hours of manual effort with Quarto parameterized reporting.Episode LinksThis week's curator: Colin Fay - @[email protected] [@ColinFay]](https://twitter.com/ColinFay) (X/Twitter)Unveiling Bottlenecks (Part 2): A Deep Dive into Profiling Tools\Creating interactive tables with reactableAutomating Quarto reports with parametersEntire issue available at rweekly.org/2024-W35Supplement Resources{golem} 0.5.0 is now availableShiny Developer Series Episode 12: Reactlog with Barrett Schlerke https://shinydevseries.com/interview/ep012/ The Coding Cats shop https://www.etsy.com/shop/thecodingcats/A visual journey through world exhibitions https://georgios.quarto.pub/a-visual-journey-through-world-exhibitions/Six ways to find better content on Mastodon https://www.infoworld.com/article/2338712/6-ways-to-find-better-content-on-mastodon.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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixTails and the Music Maker - Picolescence - zircon - https://ocremix.org/remix/OCR02176The Amazon Session - Ducktales - Gux - https://ocremix.org/remix/OCR00402

Eric flies solo for this episode with a recap of his positconf 2024 adventures! Also how not to panic when you see a merge conflict in Git, the genesis of the new R ARUG community in India, and a great primer on creating your own Quarto templates.Episode LinksThis week's curator: Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Please let me merge before I start crying and other things I've said at the Git terminalA New R Community in Ahmedabad, India, focused on Clinical Research and Pharmaceutical IndustriesDesigning and deploying internal Quarto templatesEntire issue available at rweekly.org/2024-W34Supplement ResourcesShiny-based clinical submissions using WebAssembly https://rpodcast.github.io/shiny-webr-posit2024/#/sectionIntroducing saperlipopette, a package to practice Git! https://masalmon.eu/2024/01/18/saperlipopette-package-practice-git/NORC crime tracker Shiny app https://livecrimetracker.norc.org/#homeSupporting 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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixYou Are Not Confined - Final Fantasy IX - Sonicade - https://ocremix.org/remix/OCR01064Seven Pipes to Heaven - Super Mario Land - Nostalvania - https://ocremix.org/remix/OCR03256

A realistic take on converting the NY Forest Carbon Assessment modeling pipeline to the tidymodels suite, and a review of R package development workflows in the Positron IDE.Episode LinksThis week's curator: Jon Calder - @[email protected] (Mastodon) & @jonmcalder (X/Twitter)Converting New York’s Forest Carbon Assessment to TidymodelsR package development in PositronEntire issue available at rweekly.org/2024-W32Supplement ResourcesTidy Modeling with R e-book: https://www.tmwr.orgmaestro: Orchestration of data pipelines https://whipson.github.io/maestro/Pharma RUG: The Rise of R in China’s Pharmaceutical Industry https://www.r-consortium.org/blog/2024/08/01/pharma-rug-the-rise-of-r-in-chinas-pharmaceutical-industry R/Pharma APAC track call for talks: https://rinpharma.com/post/2024-07-17-apac-track/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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixPerson, Place, or Groove? - Pictionary - The Orichalcon - http://ocremix.org/remix/OCR01548

Episode LinksThis week's curator: Jon Calder - @[email protected] (Mastodon) & @jonmcalder (X/Twitter)Let's Talk About the Weather2024 Shiny ContestEntire issue available at rweekly.org/2024-W31Supplement Resourceshttps://lorenzwalthert.github.io/precommit/index.htmlhttps://www.kenkoonwong.com/blog/llm-rag/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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixA Flea and His Giant - Megaman X: Maverick Rising - Chuck Dietz - https://maverick.ocremix.org/music.php

Creating retro-gaming sprites rendered from the comforts of R? Yes we can! Plus an honest take on the utility of Github's Copilot Workspace in the context of package development, and taking the concept of code trees to another level with treesitter.Episode LinksThis week's curator: Ryo Nakagawara - @[email protected] (Mastodon) & @RbyRyo) (X/Twitter)Tile-style sprite delightSome thoughts after a trial run of GitHub's Copilot WorkspaceExtracting names of functions defined in a script with treesitterEntire issue available at rweekly.org/2024-W30Supplement Resourcestree-sitter-r https://github.com/r-lib/tree-sitter-rShiny.telemetry 0.3.0 https://www.appsilon.com/post/shiny-telemetry-0-3-0-updateIntroduction to R with the Tidyverse https://introduction-r-tidyverse.netlify.app/session1_notesSupporting 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.info Get in touch with us on social mediaEric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixMoonlight Vibin' - Mega Man X5 - DCT - https://ocremix.org/remix/OCR02053Forest Through the Trees - Shea's Violin - Final Fantasy Mystic Quest - https://ocremix.org/remix/OCR04484

The world of web-assembly in R continues to move fast with key updates to the webrcli & spidyr packages, and what has us excited about the mapgl package for producing amazing spatial visualizations. Episode LinksThis week's curator: Batool Almarzouq - @batool664 (X/Twitter)webrcli & spidyr: What’s newCreate a Compare slider widgetEntire issue available at rweekly.org/2024-W28Supplement Resourcesmapgl package site https://walker-data.com/mapglMike's migrate package https://ketchbrookanalytics.github.io/migrate/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixSuper Buck II - Super Mario Bros 2 - Estradasphere - https://ocremix.org/remix/OCR00577

The latest updates to the rayverse bring new meaning to smoothing out the rough edges of your next 3-D visualization, the momentum of DuckDB continues with the MotherDuck data warehouse, and the role nanoparquet plays to bring the benefits of parquet to small data sets.Episode LinksThis week's curator: Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Sculpting the Moon in R: Subdivision Surfaces and Displacement MappingJoining the flock from R: working with data on MotherDucknanoparquet 0.3.0Entire issue available at rweekly.org/2024-W26Supporting 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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixThe Amazon Session - Ducktales - Gux - https://ocremix.org/remix/OCR00402Doomsday - Sonic & Knuckles - elzfernomusic - https://ocremix.org/remix/OCR02532

How the newly-released CRAN package deadline metadata inspired multiple learning journeys of the latest Shiny features with one of your podcast hosts joining the ride, a fresh coat of frontend paint to the amazing R-Universe, and the innovations R brings to forensic analyses of handwriting.Episode LinksThis week's curator: Ryo Nakagawara - @[email protected] (Mastodon) & @RbyRyo) (X/Twitter)Expose CRAN deadlines and DOIsA fresh new look for R-universe!{handwriter} 3.1.1: Handwriting Analysis in R Entire issue available at rweekly.org/2024-W25Supplement ResourcesEric's pull request to fix the shinylive version of the CRAN deadlines app https://github.com/matt-dray/cran-deadlines/pull/3The handwriter package documentation site https://csafe-isu.github.io/handwriter/index.htmlScraping the R-Weekly Highlights podcast https://github.com/iamYannC/r-podcastSimulations for 2024 Euro Cup and Copa America https://lukebenz.com/post/intlsoccer2024/Forecasting the UEFA Euro 2024 with a machine learning ensemble https://www.zeileis.org/news/euro2024/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixAcrophobia - Earthworm Jim - about:blank - https://ocremix.org/remix/OCR01568Cross-Examination - Phoenix Wright: Ace Attorney - PrototypeRaptor - https://ocremix.org/remix/OCR01846

A thoughtful perspective on why it's not an either/or situation with popular data processing paradigms in R, another case of being kind to future you with your Git commit messages, and satisfying the need for speed in the evolving geospatial space.Episode LinksThis week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr (X/Twitter)Two Roads Diverged: Opinions on "dialects" in RWhy you need small, informative Git commitsMaking a Ridiculously Fast™ API ClientEntire issue available at rweekly.org/2024-W24Supplement ResourcesWelcome to the {data.table} ecosystem project! https://rdatatable-community.github.io/The-Raft/posts/2023-10-15-introtogrant-toby_hocking/Pinball machines per capita https://www.sumsar.net/blog/pinball-machines-per-capita/New York R Conference Retrospective Panel https://www.youtube.com/watch?v=L8Ec4ZktjJQigraph 2.0 https://igraph.org/2024/05/21/rigraph-2.0.0.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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixDevilSLAB - Final Fantasy VI - MkVaff - https://ocremix.org/remix/OCR00250Ice Cap Zone (Pulse Mix) - Sonic the Hedgehog 3 - MkVaff - https://ocremix.org/remix/OCR04400 

How vintage features in R could introduce chaos in your quest for a tibble & data.frame function, and the awesome potential of integrating custom parameters and conditional processing in your next Quarto workflow.Episode LinksThis week's curator: Jon Calder - @[email protected] (Mastodon) & @jonmcalder (X/Twitter)Make your functions compa-tibbleCreating R tutorial worksheets (with and without solutions) using QuartoEntire issue available at rweekly.org/2024-W23Supplement ResourcesInvariants: Comparing behavior with data frames https://tibble.tidyverse.org/articles/invariants.htmlgeoarrow: Extension types for geospatial data for use with 'Arrow' http://geoarrow.org/geoarrow-r/Customize your R startup message https://drmowinckels.io/blog/2024/rproject/About Podcasting Episode 10: Podcasting and Data Science with Eric Nantz https://www.aboutpodcasting.show/episodepage/podcasting-and-data-science-with-eric-nantz-from-the-r-weekly-highlights-podcastSupporting 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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Chapter image creditsIllustrations from the Openscapes blog Tidy Data for reproducibility, efficiency, and collaboration by Julia Lowndes and Allison Horst https://www.openscapes.org/blog/2020/10/12/tidy-data/Introducing the Geoparquet data format https://getindata.com/blog/introducing-geoparquet-data-format/Music credits powered by OCRemixSalut Voisin! - Final Fantasy IV - colorado weeks, Aeroprism - https://ocremix.org/remix/OCR04553

The recent patches in R that pave the way for a future object-oriented-programming framework to accompany S3 and S4, a treasure-trove of open spatial data ready for your mapping visualization adventures, and a collection of tips for the next time you refactor your testing scripts.Episode LinksThis week's curator: Jon Carroll - @[email protected] (Mastodon) & @carroll_jono (X/Twitter)Generalizing Support for Functional OOP in RGetting and visualizing Overture Maps buildings data in RWhat I edit when refactoring a test fileEntire issue available at rweekly.org/2024-W22Supplement ResourcesOverture Maps https://overturemaps.orgShiny Developer Series Episode 30 - The Connecticut COVID-19 Test Spotter App (Part 1) https://shinydevseries.com/interview/ep030/Introduction to vvcanvas https://vusaverse.github.io/posts/vvcanvas.htmlHow to Split a Number into Digits in R Using gsub() and strsplit() https://www.spsanderson.com/steveondata/posts/2024-05-22/Get a Free New Logo for Your R Package in Our Hex Design Contest - https://www.appsilon.com/post/hex-contestop3r - R client to the Open Podcast Prefix Project https://rpodcast.github.io/op3r/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixLiquid Puzzles - Baba Is You - Gaspode - https://ocremix.org/remix/OCR04582Bar Hopping - Streets of Rage 2 - Jaxx - https://ocremix.org/remix/OCR00437

An aesthetically-pleasing journey through the history of R, another demonstration of DuckDB's power with analytics, and how webR with shinylive brings new learning life to the Pharmaverse TLG gallery.Episode LinksThis week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_ (X/Twitter)The Aesthetics Wiki - an R AddendumR Dplyr vs. DuckDB - How to Enhance Your Data Processing Pipelines with R DuckDBTLG Catalog WebREntire issue available at rweekly.org/2024-W20Supplement ResourcesEric joins Adam Curry & Dave Jones on Podcasting 2.0 Episode 179! https://podverse.fm/clip/dYmaWGIOcDuckDB quacks Arrow: A zero-copy data integration between Apache Arrow and DuckDB https://duckdb.org/2021/12/03/duck-arrow.htmlDemo repository for creating a Quarto workflow with {quarto-webr} and {quarto-pyodide} https://github.com/coatless-quarto/quarto-webr-pyodide-demoWhat's new in ShinyProxy 3.1.0 https://hosting.analythium.io/what-is-new-in-shinyproxy-3-1-0/Supporting the showUse the contact page at https://rweekly.fireside.fm/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixGreen Glade Groove - Donkey Kong Country 2: Diddy's Kong Quest - TSori, dpMusicman, etc - https://ocremix.org/remix/OCR04437Gerudo Desert Party - The Legend of Zelda: Ocarina of Time - Reuben6 - https://ocremix.org/remix/OCR03720

Our take on the important conversations spurred by the recent R deserialization CVE, how simulations may save you from cracking open that probability textbook, and recapping the exciting 2024 Shiny Conference.Episode LinksThis week's curator: Colin Fay - @[email protected] & [@ColinFay]](https://twitter.com/ColinFay) (X/Twitter)Everything you never wanted to know about the R vulnerability, but shouldn't be afraid to askCalculating birthday probabilities with R instead of mathHighlights from ShinyConf 2024Entire issue available at rweekly.org/2024-W19Supplement ResourcesR-bitrary Code Execution: Vulnerability in R’s Deserialization https://hiddenlayer.com/research/r-bitrary-code-execution/CVE-2024-27322 Should Never Have Been Assigned And R Data Files Are Still Super Risky Even In R 4.4.0 https://rud.is/b/2024/05/03/cve-2024-27322-should-never-have-been-assigned-and-r-data-files-are-still-super-risky-even-in-r-4-4-0/Safety Radar for RDA Files https://github.com/hrbrmstr/rdaradarR's new exploit: how it works & other ways you're vulnerable (Josiah Parry) https://www.youtube.com/watch?v=WGvXEi4nG5kBogus CVE follow-ups https://daniel.haxx.se/blog/2023/09/05/bogus-cve-follow-ups/Data serialisation in R https://blog.djnavarro.net/posts/2021-11-15_serialisation-with-rds/Tapyr https://connect.appsilon.com/tapyr-docs/Podcast Index Database Dashboard (built with R and Quarto) https://rpodcast.github.io/pod-db-dash/Eric will be a guest on the Podcasting 2.0 show this Friday! (10-May-2024 1:30 PM EDT) https://podcastindex.org/podcast/920666 Supporting the showUse the contact page at https://rweekly.fireside.fm/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixGreen Glade Groove - Donkey Kong Country 2: Diddy's Kong Quest - TSori, dpMusicman, etc - https://ocremix.org/remix/OCR04437Salut Voisin! - Final Fantasy IV - colorado weeks, Aeroprism - https://ocremix.org/remix/OCR04553

Why R 4.4.0 may reduce your trips to a certain kind of stack overflow, a call to update your favorite Shiny application code snippets, and how the steller ASTHOS Profile Shiny dashboard has your hosts blown away and fighting the urge to refactor their applications UIs!Episode LinksThis week's curator: Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)What's new in R 4.4.0?It's time to add bslib to your shinyapp snippetTailoring Shiny for Modern UsersEntire issue available at rweekly.org/2024-W18Supplement ResourcesFull R 4.4.0 changelog https://cran.r-project.org/doc/manuals/r-release/NEWS.htmlR-bitrary Code Execution: Vulnerability in R’s Deserialization https://hiddenlayer.com/research/r-bitrary-code-execution/ASTHO Profile dashboard https://astho.shinyapps.io/profile/{plotcli} command-line plots for R https://github.com/cheuerde/plotcli Fritz Leisch (1968-2024) https://www.r-project.org/doc/obit/fritz.htmlSupporting the showUse the contact page at https://rweekly.fireside.fm/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixTrippin' on the Bridge - Streets of Rage - lazygecko - http://ocremix.org/remix/OCR00993You Are Not Confined - Final Fantasy IX - Sonicade - https://ocremix.org/remix/OCR01064

Bringing interactivity to a staple graphical display in the genomics space, how one team is taking the box approach to sharing and developing modular R code, and a set of intriguing benchmarks with the newly-releaed duckplyr that have your hosts thinking of many possibilities.Episode LinksThis week's curator: Jon Carroll - @[email protected] (Mastodon) & @carroll_jono (X/Twitter)Interactive volcano plots with the ggiraph R packageModular R code for analytical projects with {box}Kicking tyresEntire issue available at rweekly.org/2024-W17Supplement ResourcesHow to interpret a volcano plot https://biostatsquid.com/volcano-plot/Source code behind Tim's {duckplyr} and {data.table} benchmarks https://git.sr.ht/~tim-taylor/duckplyr-benchmarksAttach to a DuckDB Database over HTTPS or S3 https://duckdb.org/docs/guides/networkcloudstorage/duckdboverhttpsors3Supporting the showUse the contact page at https://rweekly.fireside.fm/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixSnow Cone Heaven - Ice Climber - Mazedude - https://ocremix.org/remix/OCR01176Cleaning Out Axis - Batman (NES) - Midee - https://ocremix.org/remix/OCR03008

Another way to hop on LLM train with the chattr package, a clever use of defensive programming to get to those warnings in your tests faster, and a major milestone for the R-Hub project.Episode LinksThis week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr (X/Twitter)Chat with AI in RStudioTest warnings fasterR-hub v2Entire issue available at rweekly.org/2024-W16Supplement ResourcesR/Pharma 2023 presentation by Edgar Ruiz (GitHub Copilot in RStudio) - https://youtu.be/-Fjb8LZmTSIThe 2024 Appsilon Shiny Conference is just days away! https://www.shinyconf.com/Supporting the showUse the contact page at https://rweekly.fireside.fm/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.info Get in touch with us on social media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mikeketchbrook (X/Twitter) Music credits powered by OCRemixMemories of a Master - Street Fighter II: The World Warrior - Captain Hogan - https://ocremix.org/remix/OCR02268Higgins Goes to Miami - Adventure Island - virt - https://ocremix.org/remix/OCR00461

The Nix and R train rolls on with automated caching, a collection of big improvements landing in webR, and how hand-crafted visualizations bring fundamental dplyr grouping operations to life.Episode LinksThis week’s curator: Jon Calder (@jonmcalder) (X/Twitter)Reproducible data science with Nix, part 11 – build and cache binaries with Github Actions and CachixwebR 0.3.1Visualizing {dplyr}’s mutate(), summarize(), group_by(), and ungroup() with animations: Visually explore how {dplyr}’s more complex core functions work together to wrangle dataEntire issue available at rweekly.org/2024-W15Supplement ResourcesBruno’s unit test involving {tidyselect} https://raw.githack.com/b-rodrigues/nixpkgs-r-updates-fails/targets-runs/output/r-updates-fails.htmlCachix https://www.cachix.org/R/Medicine Call for Abstracts Open https://www.r-consortium.org/events/2024/04/05/r-medicine-coming-june-10-14-2024Survival analysis for time-to-event data with tidymodels https://www.tidyverse.org/blog/2024/04/tidymodels-survival-analysis/Supporting the showUse the contact page at https://rweekly.fireside.fm/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 media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mike_ketchbrook (X/Twitter)Music credits powered by OCRemixSun Ra - Ragnarok Online - Anthony Lofton, Joshua Morse - https://ocremix.org/remix/OCR01811Chopinesque Kirby - Kirby’s Dream Land - Bladiator - https://ocremix.org/remix/OCR01257

Taking the tradition of spring cleaning your R session to a nefarious direction, how a little R and automation crafted together helps with bill payments, and the tried-and-true method of simulation in action to investigate time-to-event inference statistics.Episode LinksThis week’s curator: Ryo Nakagawara - @R_by_Ryo) (X/Twitter) & @[email protected] (Mastodon)I Made R Text For MeStop Jenny committing arsonThe log-rank Test Assumes More Than the Cox ModelEntire issue available at rweekly.org/2024-W14Supplement ResourcesLinux Unplugged episode 156: The xz Backdoor Exposed https://www.jupiterbroadcasting.com/show/linux-unplugged/556/Pushbullet https://www.pushbullet.com/{rpushbullet} R interface to the awesome Pushbullet service https://github.com/eddelbuettel/rpushbulletMike’s PDF quarto reports in devcontainers GitHub repo https://github.com/ketchbrookanalytics/quarto-pdf-devAligning Beliefs and Profession: Using R in Protecting the Penobscot Nation’s Traditional Lifeways https://www.r-consortium.org/blog/2024/03/27/aligning-beliefs-and-profession-using-r-in-protecting-the-penobscot-nations-traditional-lifewaysUsing Data to Protect Traditional Lifeways https://www.youtube.com/watch?v=2PjOSBHRm74Supporting the showUse the contact page at https://rweekly.fireside.fm/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 media Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter)Mike Thomas: @[email protected] (Mastodon) and @mike_ketchbrook (X/Twitter)Music credits powered by OCRemixHeart’s Lullaby - Final Fantasy V - RebeccaETripp, Gamer of the Winds, Rahul Vanamali, Teil Buck - https://ocremix.org/remix/OCR04572Tails and the Music Maker - Picolescence - zircon - https://ocremix.org/remix/OCR02176

How a recent pivot in one of the most popular testing frameworks in R unlocks mocking once again, bringing robust grammar checks to your R development environment with rspell, and flex your Shiny and HTML design muscles with flexbox. Episode Links This week's curator: Batool Almarzouq - @batool664 (X/Twitter) Update on mocking for testing R packages {rspell} Are you writing in a foreign language? The RStudio spelling dictionary setting is not sufficient to correct grammar errors. Try the {rspell} package to grammar-proof your notebooks and documentation straight on RStudio without copying-pasting. 3MW (Aligning content with flexboxes) Entire issue available at rweekly.org/2024-W13 Supplement Resources testthat 3.2.0 re-introduced mocking after it was removed in 2019. The PR with Hadley's commentary https://github.com/r-lib/testthat/pull/1739#issuecomment-1428027869 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: @[email protected] (Mastodon) and @theRcast (X/Twitter) Mike Thomas: @[email protected] (Mastodon) and @mike_ketchbrook (X/Twitter) Music credits powered by OCRemix Kannonball - Donkey Kong Country 2: Diddy Kong's Quest - The Good Ice - https://ocremix.org/remix/OCR04571 The Art of Zoning Out - Pokemon Scarlet - timaeus222 - https://ocremix.org/remix/OCR04570

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) & @[email protected] (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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (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

A collection of tips for spreading the good word about your awesome R package, how spring cleaning a package codebase doesn't have to be a dreadful experience thanks to usethis, and the culmination of a learning journey to bootstrap node JS projects powered by webR. Episode Links This week's curator: Colin Fay - [@_ColinFay]](https://twitter.com/_ColinFay) (Twitter) Marketing Ideas For Your Package Spring clean your R packages webrcli & spidyr: A starter pack for building NodeJS projects with webR inside Entire issue available at rweekly.org/2024-W11 Supplement Resources rOpenSci software review process: Aims and scope https://devguide.ropensci.org/softwarereview_policies.html#aims-and-scope Colin Fay's hexmake Shiny app https://github.com/ColinFay/hexmake No installation required: How WebAssembly is changing scientific computing https://www.nature.com/articles/d41586-024-00725-1 tryr - Client/Server Error Handling for HTTP APIs https://github.com/analythium/tryr 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Vivid Orbis - Marble Madness - Gaspode - https://ocremix.org/remix/OCR04555 Black Genesis (Floating Continent) - Final Fantasy VI Balance & Ruin - Brandon Stradery, Rexy - https://ocremix.org/remix/OCR02796

How an attempt to solve a clever programming exercise led to a new patch to the R language itself, a review of the enlightening results for the recent data.table community survey, and creating a Doom map in R, because why not? Episode Links This week's curator: Eric Nantz - @theRcast (Twitter) & @[email protected] (Mastodon) I Patched R to Solve an Exercism Problem {data.table} Community Survey: Results and insights Doom plots Entire issue available at rweekly.org/2024-W10 Supplement Resources https://exercism.org/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Bonus Bop - Donkey Kong Country 2: Serious Monkey Business - Xenon Odyssey, The UArts "Z" Big Band - https://dkc2.ocremix.org/ Hangarmageddon - Doom Dark Side of the Phobos - EvilHorde - https://ocremix.org/album/4/doom-the-dark-side-of-phobos

Flipping a Hello World function on its head, assorted improvements landing in ggplot2 3.5.0, and why authoring beautiful code is so worth it. Episode Links This week's curator: Jon Carroll - @carroll_jono (Twitter) & @[email protected] (Mastodon) HelloWorld(“print”) ggplot2 3.5.0 Beautiful Code, Because We’re Worth It! Entire issue available at rweekly.org/2024-W09 Supplement Resources lazygit - Simple terminal UI for git commands https://github.com/jesseduffield/lazygit Advanced R - Expressions https://adv-r.hadley.nz/expressions.html Jenny Bryan's talk on code smells and feels https://github.com/jennybc/code-smells-and-feels 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Everybody Wants to Rule the Wisps - Sonic Colors - The Good Ice - https://ocremix.org/remix/OCR04368 You Are Not Confined - Final Fantasy IX - Sonicade - https://ocremix.org/remix/OCR01064

Putting those bike pedals to work with a comprehensive exploratory data analysis, navigating through a near-inferno of namespace and dependency issues in package development, and how you can ensure bragging rights during your next play of Guess My Name using decision trees. Episode Links This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @[email protected] (Mastodon) My Year of Riding Danishly Tame your namespace with a dash of suggests Guess My Name with Decision Trees Entire issue available at rweekly.org/2024-W08 Supplement Resources {fusen} - Inflate your package from a simple flat Rmd https://thinkr-open.github.io/fusen/ R Packages Second Edition https://r-pkgs.org/ {usethis} - Automate package and project setup https://usethis.r-lib.org/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Swing Indigo - The Legend of Zelda: Majora's Mask - sschafi1 - https://ocremix.org/remix/OCR04560 What Lurks Behind the Door - Final Fantasy V - Lucas Guimaraes, Andrew Steffen - https://ocremix.org/remix/OCR04542

A few great tips for ensuring your R package doesn't "talk too much" (within reason), shrinking down the size of your images with a new API directly available in a new package, and the first opportunity in 2024 for submitting your proposals for R Consortium projects is on the horizon. Episode Links This week's curator: Jon Calder (@jonmcalder) (Twitter) Please Shut Up! Verbosity Control in Packages R Consortium Infrastructure Steering Committee (ISC) Grant Program Accepting Proposals starting March 1st! Optimize your images with R and reSmush.it Entire issue available at rweekly.org/2024-W07 Supplement Resources {lifecycle} Manage the life cycle of your exported functions and arguments https://lifecycle.r-lib.org/ {logger} lightweight, modern and flexible, log4j and futile.logger inspired logging utility for R https://daroczig.github.io/logger/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Sunny Side Up - Yoshi's Island DS - ZackParrish - https://ocremix.org/remix/OCR04558 Salut Voisin! - Final Fantasy IV - colorado weeks, Aeroprism - https://ocremix.org/remix/OCR04553

Key learnings from learners in recent R workshops, advice on navigating thorny package installation issues within renv, and a showdown of how the parquet and RDS formats perform with large data sets. Episode Links This week's curator: Ryo Nakagawara - @R_by_Ryo) (Twitter) & @[email protected] (Mastodon) Teaching you - teaching me Things that can go wrong when using renv Parquet vs the RDS Format Entire issue available at rweekly.org/2024-W06 Supplement Resources Quartaki an introduction to Quarto https://drmowinckels.io/quartaki/ R project management https://www.capro.dev/workshop_rproj/ r2u - CRAN binaries as Ubuntu binaries https://eddelbuettel.github.io/r2u/ Shiny and Arrow https://posit.co/blog/shiny-and-arrow data.table new release and governance structure https://rdatatable-community.github.io/The-Raft/posts/2024-01-30-new_governance_new_release-toby_hocking/ rix is looking for testers https://www.brodrigues.co/blog/2024-02-02-nix_for_r_part_9/ The 2024 Shiny Conference call for speakers https://www.shinyconf.com/call-for-speakers 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Tails and the Music Maker - Picolescence - zircon - https://ocremix.org/remix/OCR02176 Wily theme - Mega Man 2 - TheManPF, Chocobao, DakotaCityRag, Gamer of the Winds, Zach Chapman - https://ocremix.org/remix/OCR04485

The R-Weekly Highlights podcast has crossed another milestone with episode 150! In this episode we cover a terrific collection of development nuggets of wisdom revealed in a recent package review livestream, and how a feature flying under the radar from Git can facilitate investigations of multiple package versions. Episode Links This week's curator: Batool Almarzouq - @batool664 (Twitter) Notes from live code review of {soils} Load different R package versions at once with git worktree Entire issue available at rweekly.org/2024-W05 Supplement Resources How to embed videos with GitHub markdown: https://youtu.be/G3Cytlicv8Y Reproducible Manuscripts with Quarto: https://youtu.be/BoiW9UWDLY0 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Gerudo Desert Party - The Legend of Zelda: Ocarina of Time - Reuben6 - https://ocremix.org/remix/OCR03720

How the babeldown package enables low-friction updates to living documents, uncovering innovative functions all within the base R installation, and supercharging a static Quarto dashboard with interactive tables and visualizations. Episode Links This week's curator: Sam Parmar - @parmsam_ (Twitter) & @[email protected] (Mastodon) How to Update a Translation with Babeldown Six not-so-basic base R functions 3MW (Making dashboard interactive) Entire issue available at rweekly.org/2024-W04 Supplement Resources babeldown R package https://docs.ropensci.org/babeldown/ DeepL API https://www.deepl.com/en/docs-api Albert Rapp's Quarto dashboard repository https://github.com/AlbertRapp/quarto_dashboard/tree/master 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Seven Pipes to Heaven - Super Mario Land - Nostalvania - https://ocremix.org/remix/OCR03256 Smooth Mana - Secret of Mana - Gux - https://ocremix.org/remix/OCR00352

A tour of how the httr2 package streamlines API processing in R, five must-have ggplot2 extension packages for your next visualization, and the Appsilon Shiny Conf 2024 is shaping up to be the biggest yet for all things Shiny. Episode Links This week's curator: Colin Fay - [@_ColinFay]](https://twitter.com/_ColinFay) (Twitter) How to work with APIs using the httr2 package Five Powerful ggplot Extensions Call for Speakers: ShinyConf 2024 by Appsilon Entire issue available at rweekly.org/2024-W03 Supplement Resources Eric's podindexr package (accessing the Podcast Index API from R) https://github.com/rpodcast/podindexr Melissa's web site https://www.melissavanbussel.com/ ggnot2 YouTube channel https://www.youtube.com/c/ggnot2 Jon Harman's web APIs with R book https://wapir.io/ beekeeper (rapidly scaffold API client packages) https://github.com/jonthegeek/beekeeper ggtext - Claus Wilke https://wilkelab.org/ggtext/ patchwork - Thomas Pedersen https://patchwork.data-imaginist.com/ ggpattern - Mike FC (coolbutuseless) https://coolbutuseless.github.io/package/ggpattern/ ggforce - Thomas Pedersen https://ggforce.data-imaginist.com/ ggbump - David Sjoberg https://github.com/davidsjoberg/ggbump ShinyConf 2024 https://www.shinyconf.com/ Yihui Xie: RAP god (Matt Dray) https://www.rostrum.blog/posts/2024-01-12-yihui-rap/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

We kick off 2024 with a jam-packed episode! Learn four ways to streamline your R workflows, a proposal for a new pipe assignment operator in base R, and our raw responses to a surprising turn of events affecting one of the most influential members of the R community. Episode Links This week's curator: Eric Nantz - @theRcast (Twitter) & @[email protected] (Mastodon) Four ways to streamline your R workflows The case for a pipe assignment operator in R Bye, RStudio/Posit! - After writing all these "*down" packages for these years, here I am to announce "Yihui-down" Entire issue available at rweekly.org/2024-W02 Supplement Resources R-Weekly Curation Calendar Dashboard https://rweekly.github.io/rweekly-calendar/ Quarto All the Things workshop from R/Pharma 2023 https://www.youtube.com/watch?v=k-dQ36sx4Rk Rami Krispin's VS-Code R container template repository https://github.com/RamiKrispin/vscode-r-template Assignment pipe operator discussion on Mastodon https://mastodon.social/@eliocamp/111664623134443564 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

A data-driven investigation to the association of early birthdays and hockey players, one of the most-requested feature requests is coming to the next version of Quarto, and just why in the world does the View() function start with V? Episode Links This week's curator: Jon Calder (@jonmcalder) (Twitter) Are Birth Dates Still Destiny for Canadian NHL Players? Quarto Dashboards Why is View() capitalized, anyway? Entire issue available at rweekly.org/2023-W50 Supplement Resources JJ Allaire's Quarto dashboards keynote at PyData 20203 https://www.youtube.com/watch?v=3HCAScFqr10 MyNorfolk Quarto dashboard https://grrrck.quarto.pub/mynorfolk-dash 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

A timely collection of tips and tricks in adopting the cli package for your R package interfaces, how the deposits package addresses an all-to-familiar problem of sharing research data, and an encore of creating your own RStats-wrapped of your most used R functions. Episode Links This week's curator: Batool Almarzouq - @batool664 (Twitter) Cliff notes about the cli package How to make your own #RStats Wrapped deposits R Package Delivers a Common Workflow for R Users Entire issue available at rweekly.org/2023-W49 Supplement Resources Rethinking packages & functions preloading in webR 0.2.2 https://colinfay.me/rethinking-packages-and-functions-preloading-in-webr-0.2.2/ healthyr: Free Resources Webinar: Discover the future of R in regulatory submissions https://www.r-consortium.org/blog/2023/11/20/webinar-discover-the-future-of-r-in-regulatory-submissions 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

A glimpse of refactoring functional R code to object-oriented programming with R6, using benchmarking as another input to adopting package dependencies, and building a high-performance CSV reader by combining R and Rust. Episode Links This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @[email protected] (Mastodon) Object-Oriented Express: Refactoring in R Using benchmarking to guide the adoption of dependencies in R packages Building a DataFusion CSV reader with arrow-extendr Entire issue available at rweekly.org/2023-W48 Supplement Resources Sharing app state between Shiny modules https://docs.google.com/presentation/d/13___ZiOO1aEv0xiCj2TAm2JenEdy_Sfy6SEIWAltAYI/edit#slide=id.g216fe8fbc25_0_71 {pkgdepends} Package Dependency Resolution, Downloads and Installation https://r-lib.github.io/pkgdepends {reactable.extras} 0.2.0 Release: Enhanced Interactivity and Efficiency for Shiny Apps https://appsilon.com/reactable-extras-enhancing-shiny-applications Folks, C'mon, Use Parquet https://appsilon.com/csv-to-parquet-transition Shiny and Arrow - A match made in high-performance-web-application heaven https://posit.co/blog/shiny-and-arrow Jadey Ryan's The Coding Cats on Etsy https://www.etsy.com/shop/thecodingcats 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

From the "is there anything R cannot do" department comes QR code scanning, a tidy time series analysis on a major problem in the roads of Pittsburgh, and rolling up your sleeves with custom ggplot2 tricks to enhance a spatial visualization. Episode Links This week's curator: Colin Fay - [@_ColinFay]](https://twitter.com/_ColinFay) (Twitter) Scanning QR codes in R Forecasting Pittsburgh Potholes with {fable} Adding context to maps made with ggplot2 Entire issue available at rweekly.org/2023-W45 Supplement Resources Tidy tools for for time series https://tidyverts.org Forecasting: Principles and Practices 3rd Edition https://otexts.com/fpp3/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Plastik Skies - Daytona USA - Palpable & Diodes - https://ocremix.org/remix/OCR03726 Waka Waka - Okami - jnWake, AarekMG, Brandon Harnish, DeLuxDolemite, Ivan Hakštok, JohnStacy - https://ocremix.org/remix/OCR04486

A collection of post-workshop answers for the R/Pharma introduction to tidymodels workshop, the Shiny UI Editor takes a huge step out of the alpha stage, and a unique approach to Shiny modules with the new component package. Episode Links This week's curator: Eric Nantz - @theRcast (Twitter) & @[email protected] (Mastodon) Answering some {tidymodels} questions ShinyUIEditor: Out of alpha {component} - Creating components for Shiny inspired by Vue Entire issue available at rweekly.org/2023-W44 Supplement Resources Introduction to machine learning with tidymodels https://nrennie.github.io/r-pharma-2023-tidymodels Support nav_panel within apps using the page_navbar template https://github.com/rstudio/shinyuieditor/issues/190 Shiny Developer Series Episode 26 - Peeling Back the Curtain of the Movie Vue-R Part 1 https://shinydevseries.com/interview/ep026/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Holiday with Mia Fey - Phoenix Wright: Ace Attorney - OceansAndrew - https://ocremix.org/remix/OCR01870 Neighburgers - Zombies Ate My Neighbors - Protricity - https://ocremix.org/remix/OCR01202

Another collection of package testing workflow nuggets you can make great use of today, the definitive guide to effective use of logging in Shiny applications from the recent Shiny in Production conference, and a cautionary tale of the potential impact of default function arguments in your downstream analytical pipelines. Episode Links This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @[email protected] (Mastodon) Two recent enhancements to my testing workflow Shiny In Production 2023: Effective Logging in Shiny Note to self: be aware of functions with default arguments Entire issue available at rweekly.org/2023-W42 Supplement Resources testthat 3.2.0 https://www.tidyverse.org/blog/2023/10/testthat-3-2-0/ lazytest - Runs only failed tests https://github.com/cynkra/lazytest Effective logging in Shiny GH repository https://github.com/tanho63/talk_shinyprod2023_logging shinymetrics https://shinymetrics.com Shiny In Production 2023: Anatomy of a Shiny app Shiny in Production 2023: Dynamic annotations: 10 tips for better text 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Of Whips and Strings - Castlevania - Super Guitar Bros. - https://ocremix.org/remix/OCR02480 The Flood Plain - F-Zero - JigginJonT - https://ocremix.org/remix/OCR01494

How the {potools} package jump-starts your R package translations, the most-upvoted feature request lands in the RStudio IDE with GitHub Copilot integration, and a reflective post on the multiple paths to reproducible data science workflows in R. Episode Links This week's curator: Jon Calder (@jonmcalder) (Twitter) How to translate your package's messages with {potools} GitHub Copilot in Rstudio, it's finally here! An overview of what's out there for reproducibility with R Entire issue available at rweekly.org/2023-W41 Supplement Resources potools - Tools for Portability and Internationalization of R packages https://michaelchirico.github.io/potools/ GitHub Copilot in RStudio, it’s finally here! https://colorado.posit.co/rsc/rstudio-copilot/ GitHub Copilot RStudio User Guide: https://docs.posit.co/ide/user/ide/guide/tools/copilot.html Rami Krispin's GitHub repo on devcontainers w/ R in VSCode: https://github.com/RamiKrispin/vscode-r R/Pharma virtual conference registration: https://hopin.com/events/r-pharma-2023/registration R/Pharma 2023 workshops (please register for conference before your register for a workshop): https://rinpharma.com/workshop/2023conference/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Person, Place, or Groove? - Pictionary - The Orichalcon - https://ocremix.org/remix/OCR01548 Forest Through the Trees - Final Fantasy Mystic Quest - Shea's Violin - https://ocremix.org/remix/OCR04484

A new contender for speedy fuzzy joins of data frames enough to make Sonic jealous, a novel use of ggplot2 for creating a map that could have come from a vintage typewriter, and the immense progress of detecting R package system dependencies. Episode Links This week's curator: Ryo Nakagawara - @R_by_Ryo) (Twitter) & @[email protected] (Mastodon) {zoomerjoin} 0.1.0: Superlatively-fast fuzzy-joins in R. Creating typewriter-styled maps in ggplot2 System Dependencies in R Packages & Automatic Testing Entire issue available at rweekly.org/2023-W40 Supplement Resources Locality-sensitive hashing https://en.wikipedia.org/wiki/Locality-sensitive_hashing Value 4 Value podcast by Kyrin Down https://blubrry.com/1475054/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Jazzer Soul - Soul Blade - MkVaff - https://ocremix.org/remix/OCR00194 Super Buck II - Super Mario Brothers 2 - Estradasphere - https://ocremix.org/remix/OCR00577

Reflections on the amazing posit::conf(2023), a new framework that'll have you snap into HTML slides, the Nix reproducible data science train powers forward into CI/CD territory, and leveraging parallel processing in spatial data prediction. Episode Links This week's curator: Batool Almarzouq - @batool664 (Twitter) Reflections on posit conf(2023) Snap Slides: a Lightweight HTML Presentation Framework Parallel raster processing in stars Reproducible data science with Nix, part 6 -- CI/CD has never been easier Entire issue available at rweekly.org/2023-W39 Supplement Resources Shiny in Production Tools & Techniques https://posit-conf-2023.github.io/shiny-r-prod/ Jill McKay's posit conf presentation https://jillymackay.github.io/positconf2023_vetdata/positconf2023.html#/title-slide Scroll snap technique https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Scroll_Snap/Basic_concepts Data science at the command line https://datascienceatthecommandline.com/ Spatial data science with applications in R https://r-spatial.org/book/ geoparquet https://geoparquet.org/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Azure Your Cause (The Color of the Summer Sky) - Secret of Mana Resonance of the Pure Land - Rexy - https://ocremix.org/remix/OCR03650 Secrets Abound (Matoya's Cave) - FInal Fantast Random Encounter - Midgarian Sky - https://ocremix.org/remix/OCR02452 Thunder Beam (Elec Man Stage) - Mega Man Series The Robot Museum - Joshua Morse - https://museum.ocremix.org/

Another adventure with incorporating R packages into a WebR application, annotating your fancy equations in a Quarto PDF document, and unleasing a Bayesian model on UFO sightings data. Episode Links This week's curator: Jon Carroll - @carroll_jono (Twitter) & @[email protected] (Mastodon) Preloading your R packages in webR in an Express JS API A guide to annotating equations in quarto documents Using Stan to analyse global UFO sighting reports Entire issue available at rweekly.org/2023-W37 Supplement Resources WebR binary R package repository - https://repo.r-wasm.org/ How do I preload the R packages in a node app - https://github.com/r-wasm/webr/issues/260 Minutes from 2023-08-18 Pilot 4 R-Consortium R-Submissions working group meeting (sending a Shiny application built with containers and webR to FDA) - https://rconsortium.github.io/submissions-pilot4/minutes/2023-08-18/ ggannotate - Interactively annotate your ggplots https://github.com/MattCowgill/ggannotate UFO sightings around the world - https://github.com/rfordatascience/tidytuesday/tree/master/data/2019/2019-06-25 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Kraid’s Campfire Ballad - Harmony of a Hunter - Sebastian Mårtensson feat. Kristin Björkebäck - https://harmony.shinesparkers.net/album/harmony-of-a-hunter Cool Burn - Mega Man 9 Back in Blue - DarkeSword - https://backinblue.ocremix.org/music.php

A batch of R functions to level-up your development tasks, revisting a classic R inferno on object allocation, and a call for proposals to take R's infrastructure to new heights. Episode Links This week's curator: Colin Fay - @_ColinFay (Twitter) Three (four?) R functions I enjoyed this week Pre-allocating vectors is for nerds Grants For R Language Infrastructure Projects Available Now! Entire issue available at rweekly.org/2023-W36 Supplement Resources June Choe's comment on Mike Mahoney's post https://fosstodon.org/@yjunechoe/110975018204561319 10 years of rio Shiny for R updates: tooltips, popovers, a new theme, and more 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music credits powered by OCRemix Escape Route - Cave Story - Corran - https://ocremix.org/remix/OCR01513 A Flea and His Giant - Maverick Rising - Chuck Dietz - https://maverick.ocremix.org

The next generation of object-oriented programming in R arrives on CRAN, a novel use of R to automate R scripts and documents for Tidy Tuesday analyses, and a terrific presentation de-mystifying the world of web APIs in R. Episode Links This week's curator: Eric Nantz - @theRcast (Twitter) & @[email protected] (Mastodon) {S7} 0.1.0: An Object Oriented System Meant to Become a Successor to S3 and S4 Creating template files with R A Gradual Introduction to Web APIs and JSON Entire issue available at rweekly.org/2023-W35 Supplement Resources S7 - A new object-oriented system in R https://rconsortium.github.io/S7/ Name of the game (issue 262): https://github.com/RConsortium/OOP-WG/issues/262 TidyX Episode 109 - R Classes and Objects - Making an S3 Object Part 1 https://www.youtube.com/watch?v=k9PGOx9Oqjo Mike's boston R user group talk Standard Notes (End-to-End Encrypted Notes App) https://standardnotes.com/ HedgeDoc https://hedgedoc.org/ fs - Provide cross platform file operations based on libuv https://fs.r-lib.org/ Room by Room Temperature Tracking (Jared Lander) https://www.jaredlander.com/2021/02/room-by-room-temperature-tracking/ Ted Laderas - A gRadual introduction to Web APIs and JSON https://www.youtube.com/watch?v=HA7KfdEsdpo Open Call for rOpenSci Champions Program 2023 Applications (deadline September 4th, 2023) https://ropensci.org/champions/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon) Music Credits powered by OverClocked Remix Fiesta Amongst the Trees - Ristar - Southwestern College Afro-Cuban Jazz Ensemble - https://ocremix.org/remix/OCR02125 Suco de Melancia - Final Fantasy 7 Voices of the Lifestream - Red Tailed Fox - https://ocremix.org/remix/OCR01671

A few key practices for data preprocessing leveraging the tidyverse, more amazing wins with open source to process high-dimensional USDA geospatial data sets, and an infinitely fascinating look at how recursion and infinite data structures can be used in your R adventures. Episode Links This week's curator: Jon Carroll - @carroll_jono (Twitter) & @[email protected] (Mastodon) Best Practices for Data Cleaning and Preprocessing Analyzing new USDA data using open source tools Taking from Infinite Sequences+ Entire issue available at rweekly.org/2023-WXX Supplement Resources janitor package by Sam Firke https://sfirke.github.io/janitor CRAN task view on missing data https://cran.r-project.org/web/views/MissingData.html Tidy modeling with R https://www.tmwr.org/ 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

Another excellent use case of Nix for solving R package installation woes, a practical dev journey of wrapping C code in an R package, and a guide for using the new refugees R package from UNHCR. Episode Links This week's curator: Ryo Nakagawara - @R_by_Ryo) (Twitter) & @[email protected] (Mastodon) She issued install.packages() -- you won't believe what happened next! Wrapping C Code in an R Package How to use UNHCR’s {refugees} R package Entire issue available at rweekly.org/2023-W33 Supplement Resources R Packages Chapter on Data: https://r-pkgs.org/data.html 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

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) (Twitter) Using flexdashboard to create a GitHub Actions-powered YouTube feed Building Serverless Shiny Apps with webR: A Step-by-Step Guide Cookbook Polars for R 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 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 - 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

Reducing usage of for loops with the reduce function from purrr, filling spatial maps with density gradients to account for overplotting, and a fun way to add attribution to your fancy ggplots. Episode Links This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @[email protected] (Mastodon) Reducing my for loop usage with purrr::reduce() How to fill maps with density gradients with R, {ggplot2}, and {sf} Adding social media icons to charts with {ggplot2} Entire issue available at rweekly.org/2023-W31 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 / X / whatever it is called) and @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)

How consistent formatting and styling is valuable technique for debugging, a visual tour-de-force of jazzing up your ggplots with the amazing ecosystem of extension packages, and why a little investment in learning HTML and CSS is worth your time as an R programmer. Episode Links This week's curator: Batool Almarzouq - @batool664 (Twitter) Tips for debugging and cleaning broken code Jazz up your ggplots! Four reasons to learn HTML + CSS as an R programmer Entire issue available at rweekly.org/2023-WXX 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 @[email protected] (Mastodon) Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)