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R Weekly Highlights

Eric Nantz
R Weekly
Shiny
Quarto
R Programming
Data Visualization
Large Language Models
Python
Data Science
Duckdb
R Opensci
R Language
Git
Webassembly
Positron
Ggplot2
Positconf
R (programming Language)
Tidyverse
Jarl
R Consortium

The R Weekly podcast offers a quick description of the latest highlighted stories and other stories from the latest R Weekly issue, as curated by the R Weekly team and R community.

PublishesWeeklyEpisodes246Founded6 years ago
Number of ListenersCategory
Science

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Artwork for R Weekly Highlights

Latest Episodes

We learn about the variety of ways you can contribute back to the core of R, a roundup of the excellent choices available for package and environment reproducibility, and an amazing collection of Shiny applications and packages addressing massive nee... more

A roundtrip between formatted tables and spreadsheets is now very much possible, how {shinyreact} represents a new path for user interface development in Shiny, and a candid take on ownership of code and the products we build from it (including very ... more

After a massive backlog issue sprint, the foundational {knitr} gains terrific updates to supercharge SQL code chunks. The R Project moves to an open source platform for asynchronous communication, and a key technique for bringing the user's perspecti... more

Have you found a rogue line of rm(list=ls()) in your R scripts? Then we have a terrific update to a package to find those environment issues and much more. Plus a candid take on the lifecycle of spreadsheet-creating packages, and how to take matters ... more

A data-driven investigation on how September is a dangerous month for bikers in Wisconsin, a novel look at the distribution of castles across the globe, and the fundamentals behind an influential analysis method commonly used in experimental designs.... more

The newest linter on the R block gains a bold new feature in version 0.6.0, and a new package documentation framework altdown enters the world. 

Episode Links 

* This week's curator: Jon Calder - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder ... more

A collection of techniques to unlock creativity for your next visualisation, a look at the exciting present and future of the futurize transpiler package, and how to avoid an all-to-common pitfall managing database connections in mirai daemons.

Epis... more

A collection of tips to ensure reproducibility for R-based clinical submissions, a modern architecture lands in R-Universe, and going beyond the built-in mtcars set to educate students with NYC Open Data. 

Episode Links 

* This week's curator: Sam... more

Key Facts

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Recent Guests

Colin Fay
Esteemed curator, author of All Things Golem and other shiny related utilities
R Weekly / R Weekly team
Episode: Issue 2026-W21 Highlights
Sharon Macklis
Former writer for InfoWorld focused on R and AI
InfoWorld
Episode: Issue 2026-W09 Highlights
Pete Negrage
Contributor on the Paired Ends blog discussing software licensing
Paired Ends
Episode: Issue 2026-W09 Highlights
Myle Salmon
Former R Weekly Curator discussing effective use of Git
Episode: Issue 2026-W09 Highlights
Emily Readerer
Data scientist with extensive experience using SQL, R, and Python
Episode: Issue 2026-W06 Highlights
Nicola Rini
Data visualization expert and contributor to R Weekly
Independent
Episode: Issue 2025-W51 Highlights
Camilla Lievio
Research professional at the Center for International Trade and Security
University of Georgia
Episode: Issue 2025-W14 Highlights
Nicola Rinne
Expert on visualizations in R
Episode: Issue 2025-W07 Highlights
Jon McIntosh
Data specialist and package developer at NHS
NHS Highland
Episode: Issue 2025-W07 Highlights

Hosts

Eric Nantz
Host of R Weekly Highlights and a recurring host across multiple R Weekly formats, providing leadership on editorial direction and show structure.
Mike Thomas
Co-host of R Weekly Highlights and frequent co-presenter, known for discussing tooling, community updates, and practical workflows.

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Talking Points

Recent interactions between the hosts and their guests.

Issue 2026-W21 Highlights
Q: Why is R-squared alone not sufficient to judge a model's performance in real practice?
Because it measures only the proportion of variance explained by the model and can be gamed by overfitting. A model with a high R-squared on training data may perform poorly on unseen data, so evaluation on held-out test data and attention to the broader modeling pipeline are essential for reliable predictions.

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Frequently Asked Questions About R Weekly Highlights

What is R Weekly Highlights about and what kind of topics does it cover?

Two hosts regularly survey the latest issue of an R-focused digest, pairing practical tooling rundowns with culture and community updates from the R ecosystem. Episodes routinely unpack new packages, workflow improvements, and governance or community events, all with an eye toward making open-source data science more approachable and production-ready. A throughline across episodes is how tooling advances—ranging from testing and deployment to AI-assisted workflows and cross-language interoperability—translate into faster, more reliable data work. The format often includes quick deep-dives on standout posts or tools, paired with practical tips for researchers and developers to apply the ideas in real projects. Notably, the show consistently ... more

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These podcasts share a similar audience with R Weekly Highlights:

1. The Test Set by Posit
2. The Daily
3. Pod Save America
4. Pivot
5. The Bulwark Daily

How many episodes of R Weekly Highlights are there?

R Weekly Highlights launched 6 years ago and published 246 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on R Weekly Highlights?

Recent guests on R Weekly Highlights include:

1. Colin Fay
2. Sharon Macklis
3. Pete Negrage
4. Myle Salmon
5. Emily Readerer
6. Nicola Rini
7. Camilla Lievio
8. Nicola Rinne

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