R Weekly Highlights

The innovations of the R community never cease to amaze us! How a programmatic approach to generating markdown was vital to a high-profile Quarto site, a novel infograph of Bob's Burgers sentiment analysis, and updates to the next evolution of object-oriented programming in R. Episode Links This week's curator: Ryo Nakagawara -…

Eric's flying solo this week, but the show goes on! The eagerly-anticipated recordings of the 2024 Posit conference are now available and Eric shares a few of his favorite gems, plus the Quarto publishing system takes center stage with how GitHub actions brings automation to report generation, and a terrific batch of answers to the recent R/Pharma…

Bringing tidy principles to a fundamental visualization for gene expressions, being on your best "behavior" for organizing your tests, and how data.table stacks up to DuckDB and polars for reshaping your data layouts. Episode Links This week's curator: Jon Carroll - @[email protected] (Mastodon) & @carroll_jono (X/Twitter) Exploring the…

A helpful way to organizing your growing collection of unit tests, how interfacing with LLMs just got easier in the R ecosystem, and a clever use of AI to summarize a large collection of blog posts. Episode Links This week's curator: Eric Nantz: @[email protected] (Mastodon) and @theRcast (X/Twitter) Nested unit tests with…

A monumental achievement for bringing the Nix package manager to reproducible data science, travelling deep through the in-place modification rabbit hole across multiple languages, and a sampling of sage advice from the Data Science Hangout. Episode Links This week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr…

How the latest release of patchwork is saving a cozy space for gt tables, a new package in the ggplot2 ecosystem to lend a guide for your guides, and a prime way of using R to brute-force the answer to a mathematical brain-teaser. Episode Links This week's curator: Tony Elhabr - @[email protected] (Mastodon) & @TonyElHabr…

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…

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 Links This week's curator: Batool Almarzouq - @batool664 (X/Twitter) Making your blog FAIR Create and use a custom roxygen2…

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 Links This week's curator: Sam Parmar - @[email protected] (Mastodon) & @parmsam_…

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