R Weekly Highlights

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 Links This week's curator: Ryo Nakagawara -…

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 Links This week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr…

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 Links This week's curator: Jon Calder - @[email protected] (Mastodon) & @jonmcalder (X/Twitter) Make your functions…

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 Links This week's curator: Jon Carroll -…

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 Links This week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_ (X/Twitter) The Aesthetics Wiki - an R Addendum R…

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 Links This week's curator: Colin Fay - @[email protected] & [@ColinFay]](https://twitter.com/ColinFay) (X/Twitter) Everything…

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 Links This week's curator: Eric Nantz: @[email protected]…

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 Links This week's curator: Jon Carroll -…

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 Links This week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr (X/Twitter) Chat with AI in RStudio Test warnings faster R-hub…

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 Links This week’s curator: Jon Calder (@jonmcalder) (X/Twitter) Reproducible data science with Nix, part 11 – build and cache binaries with Github…