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 - @jonocarroll@fosstodon.org (Mastodon) & @carroll_jono (X/Twitter) Exploring the tid…

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: @rpodcast@podcastindex.social (Mastodon) and @theRcast (X/Twitter) Nested unit tests with testthat shiny…

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 - @tonyelhabr@skrimmage.com (Mastodon) & @TonyElHabr (X/Twitt…

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 - @tonyelhabr@skrimmage.com (Mastodon) & @TonyElHabr (X/Twitter) patchwo…

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 lan…

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 tag…

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 - @parmsam@fosstodon.org (Mastodon) & @parmsam_ (X/Tw…

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 - @colinfay@fosstodon.org [@ColinFay]](https://twitter.com/ColinFay) (X/Twitter) Unve…

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 Links This week's curator: Eric Nantz: @rpodcast@podcastindex.social (Mastodon) and @theRcast …

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 Links This week's curator: Jon Calder - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder (X/Twitter) Converting New York’s Forest Carbon Assessment to Tidymodels R p…

Episode Links This week's curator: Jon Calder - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder (X/Twitter) Let's Talk About the Weather 2024 Shiny Contest Entire issue available at rweekly.org/2024-W31 Supplement Resources https://lorenzwalthert.github.io/precommit/index.html https://www.kenkoonwong.com/blog/llm-rag/ Supporting the show Use the…

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 Links This week's curator: Ryo Nakagawara - @RbyRyo@mstdn.social (Mastodon) & @RbyRyo) (X/Tw…

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 Links This week's curator: Batool Almarzouq - @batool664 (X/Twitter) webrcli & spidyr: What’s new Create a Compare slider widget Entire issue a…

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 Links This week's curator: Eric Nantz: @rpodcast@podcastindex.social (M…

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 - @RbyRy…

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 - @tonyelhabr@skrimmage.com (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 - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder (X/Twitter) Make your functions compa…

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 - @jonocarroll@fossto…

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 - @parmsam@fosstodon.org (Mastodon) & @parmsam_ (X/Twitter) The Aesthetics Wiki - an R Addendum R Dplyr…

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 - @colinfay@fosstodon.org & [@ColinFay]](https://twitter.com/ColinFay) (X/Twitter) Everything y…

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: @rpodcast@podcastindex.social (Ma…

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 - @jonocarroll@fosstodon.…

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 - @tonyelhabr@skrimmage.com (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 Act…

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 Links This week’s curator: Ryo Nakagawara - @R_by_Ryo) (X/Twitter) & @R_by_Ryo@mstd…

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 package…

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…

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/_C…

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) & @rpodcast@podcastindex.social (Mastodon) I Patched R …

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) & @jonocarroll@fosstodon.org (Mastodon) HelloWorld(“print”) ggplot2 3.5.0 Beautiful Code, Because We’re Worth It! Entire issue availabl…

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) & @t…

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) (Twi…

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) & @R_by_Ryo@mstdn.social (Mastodon) Teaching you - teaching me Things that ca…

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 curato…

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) & @parmsam@fosstodon.org (Mastodon) How to Update …

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…

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) & @rpodcast@po…

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 NH…

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 no…

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) & @tonyelhabr@skrimmage.com (Mastodon) Object-Oriented Exp…

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) Scanni…

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) & @rpodcast@podcastindex.social (Mastodon) Answering some…

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 …

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 m…

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) & @R_by_Ryo@mstdn.social (Mastodon…

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) S…

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) & @jonocarroll@fosstodon.org (Mastodon) Preloading your R packages in webR in an Express JS …

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…

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) & @rpodcast@podcastindex.social (Mastodon) {S7} 0.1.0: An O…

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) & @…