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R Weekly Highlights
By Eric NantzScience
R Weekly Highlights episodes
- Issue 2022-W37 Highlights
A collection of highlights powered by mathematics, statistics, and a little bit of R magic: Mapping wind data with R, calculating the expected statistic in football, and how the vetiver package fits in an ML-Ops production flow using Docker and Plumber.
Episode Links
- This week's curator: Jon Calder (@jonmcalder)
- Mapping wind data with R
- Calculating and comparing expected points from different expected goals sources (soccer)
- Use Docker to deploy a model for #TidyTuesday LEGO sets
- Entire issue available at rweekly.org/2022-W37
Supplement Resources
- Julia Silge's YouTube Channel: https://www.youtube.com/c/JuliaSilge
27 min - Issue 2022-W36 Highlights
Using base R to decrypt an Australian coin's hidden messages, the Palmer Penguins data set achieves another milestone, and visualizing multiple statistcal properties with faded raincloud plots.
Episode Links
- This week's curator: Miles McBain (@MilesMcBain)
- Australian Signals Directorate 50c Coin Decryption
- Palmer Archipelago Penguins Data in the palmerpenguins R Package - An Alternative to Anderson’s Irises
- Efficient data visualization with faded raincloud plots
- Entire issue available at rweekly.org/2022-W36
Supplement Resources
- Using distill template with knitr::read_chunk https://twitter.com/apreshill/status/1565752119751237638
- Manuscript on raincloud plots: https://wellcomeopenresearch.org/articles/4-63/v2
- {gghalves}: https://erocoar.github.io/gghalves/
- {ggp0}: https://docs.r4photobiology.info/ggpp/
30 min - Issue 2022-W35 Highlights
Using hierarchical forecasting to explore subway fare recovery, and how you can learn more about {gtsummary} to create your next publication-quality table within R.
Episode Links
- This week's curator: Batool Almarzouq (@batool664)
- Exploring Types of Subway Fares with Hierarchical Forecasting
- Clinical Reporting with {gtsummary} by Daniel D. Sjoberg
- Entire issue available at rweekly.org/2022-W35
Supplement Resources
- R-Podcast Episode 27: Get the {gt} Tables! https://r-podcast.org/027-rstudioconf-tables
26 min - Issue 2022-W34 Highlights
The rstudio::conf(2022) presentation recordings are now available for viewing, and we learn about the unique development journey of the new CRAN release of the countdown package.
Episode Links
- This week's curator: Sam Parmar (@parsam_)
- Talk recordings and workshop materials from rstudio::conf(2022)
- The Past and Future of Shiny - Joe Cheng - rstudio::conf(2022)
- countdown v0.4.0 - Now on CRAN!
- Entire issue available at rweekly.org/2022-W34
36 min - Issue 2022-W33 Highlights
Avoid repeating yourself by using dplyr's across function, going inside the process of creating a custom theme in ggplot2, and a few keyboard-centric tricks to manage your RStudio pane viewing.
Episode Links
- This week's curator: Ryo Nakagawara (@R_by_Ryo)
- Using across() to create multiple columns
- Pretty ggplots with custom themes, ggtext, and ggh4x
- Window and Pane Management Tricks for RStudio and your OS
- Entire issue available at rweekly.org/2022-W33
Supplement Resources
- {ggh4x}: https://teunbrand.github.io/ggh4x/index.html
36 min - Issue 2022-W32 Highlights
A wealth of R content from the UseR! 2022 conference is now available, focusing on accessibility in the diffify tool, and a great recap of rstudio::conf(2022) from TidyX.
Episode Links
- This week's curator: Batool Almarzouq (@batool664)
- useR2022 recordings are now on the conference YouTube channel
- Theming diffify for accessibility: Part 2
- RStudio::Conf 2022 Recap
- Entire issue available at rweekly.org/2022-W32
Supplement Resources
- UseR! 2022 Program: https://user2022.r-project.org/program/overview/
- Fundamentals of Data Visualization: https://clauswilke.com/dataviz
25 min - Issue 2022-W31 Highlights
RStudio re-brands as Posit, the shinytest2 package continues to make waves in the Shiny community, and more Quarto tips to boost your workflow.
Episode Links
- This week's curator: Kelly Bodwin (@KellyBodwin)
- RStudio rebrands as Posit
- {shinytest2}: For testing Shiny apps. (slides)
- One Quarto tip a day
- Entire issue available at rweekly.org/2022-W31
Supplement Resources
- JJ Allaire and Jeremy Howard 2-way AMA: https://www.youtube.com/watch?v=xxVVSxcjNQs
- Tom Mock's Welcome to Quarto online event (August 9, 2023): https://www.addevent.com/event/Eh13574863
31 min - Issue 2022-W28 Highlights
Another great use case for Docker containers with interactive R-Markdown reports, a recap of RStudio's presence at the Appsilon Shiny conference, and building an interactive point-and-click game with Shiny.
Episode Links
- This week's curator: Jonathan Carroll (@carroll_jono)
- Containerizing Interactive R Markdown Documents
- RStudio Recap From the Appsilon Shiny Conference
- How to build an interactive point-and-click game with {Shiny}
- Entire issue available at rweekly.org/2022-W28
Supplement Resources
- Appsilon Shiny Conference playlist: https://www.youtube.com/playlist?list=PLexAKolMzPcrYjGA1PULfm7-P12qjKmPb
- R Workflow by Frank Harrell: http://hbiostat.org/rflow/
- Albert's video on styling a Quarto blog with CSS: https://www.youtube.com/watch?v=ErRX8plZpQE
32 min - Issue 2022-W27 Highlights
Advice on building Docker containers for Shiny applications, an R-centric tutorial on fundamentals with shell, and tips on evaluating GitHub activity for contributors.
Episode Links
- This issue's curator: Tony ElHabr (@TonyElHabr)
- UseR!2022: Best Practices for Shiny Apps with Docker and More
- Shell vs R Fundamentals – From Syntax to Control Structures with Zsh & BASH
- Evaluating GitHub Activity for Contributors
- Entire issue available at rweekly.org/2022-W27
Supplement Resources
- Hosting Data Apps: https://hosting.analythium.io
- slim.ai: https://www.slim.ai/
- {dockerfiler} - Easy Dockerfile creation from R: https://github.com/ThinkR-open/dockerfiler
- Data Science at the Command Line: https://datascienceatthecommandline.com
38 min - Issue 2022-W26 Highlights
Flexing new table-creation capabilities in the latest flextable update, how less is more with Shiny application processing, and the RainbowR community shines once again.
Episode Links
- This week's curator: Jon Calder (@jonmcalder)
- {flextable} 0.7.2 - Framework for easily creating tables for reporting and publications
- Offload Shiny's Workload: COVID-19 processing for the WHO/Europe
- (Re)launching RainbowR: a community of LGBTQ+ R users
- Entire issue available at rweekly.org/2022-W26
Supplement Resources
- flextable gallery https://ardata.fr/en/flextable-gallery
- The officeverse https://ardata-fr.github.io/officeverse
- SHiny and Arrow: Mike's guest post on the RStudio Blog https://www.rstudio.com/blog/shiny-and-arrow
- RainbowR https://rainbowr.netlify.app
33 min
About R Weekly Highlights
From the publisher's feed
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.
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