R Weekly Highlights

The Minard System in R, ggplot2 wizardry, a slackbot created with plumber and googleCouldRunner Episode Links This week's curator: Tony Elhabr (@TonyElHabr) "The Minard System" in R A guide to creating a Slackbot that sends weekly updates via plumber, googleCloudRunner and Cloud Run ggplot2 Wizardry: My Favorite Tricks and secrets for Beautiful Plots in R, Cédric Scherer Entire issue available at rweekly.org/2021-W13 Supplemental Resources DataViz History Series: Edward Tufte, Charles Minard, Napoleon and the Russian Campaign of 1812 - Part 2 and Part 5 {ggplot2} Wizardry recorded talk from UseR Oslo meetup (25 March 2021) Introducing googleCouldRunnner - serverless R on Google Could Platform

{gt} tables cookbook, best weather cities, and mapping over many files Episode Links This week's curator: Miles McBain (@MilesMcBain) The GT Cookbook Cities with Best (and Worst) Weather, 2021 edition How to treat as many files as fit on your hard disk without loops (sorta) nor running out of memory all the while being as lazy as possible Supplemental Resources GT Advanced Cookbook R-Podcast episode 27: Get the {gt} Tables! R-Weekly Highlights Episode 24: {blogdown} v1.0, announcing {pagedreport}, and the rOpenSci Community Contributing Guide R-Weekly Highlights episode 5: Guidelines for creating better tables, a controlled vocabulary to name data frame columns, and exploring reactive in Shiny applications Bruno Rodrigues' YouTube Channel

Time series forecasting with torch, automated scraping of stock metrics with GitHub Actions, and default knitr options and hooks. Episode Links This week's curator: Robert Hickman (@robwhickman) Introductory time series forecasting with torch Daily Stock Gainers Automated Web Scraping in R with Github Actions Default knitr options and hooks Supplemental Resources Introducing Torch for R Automating COVID-19 PDF scraping 1littlecoder YouTube channel Shiny Developer Series

Serverless dashboards, learning tidy evaluation by re-implementing dplyr, and bootstrap confidence intervals with tidy modeling Episode Links This week's curator: Kelly Bodwin (@KellyBodwin) Server(shiny)-less dashboards with R, {htmlwidgets} and {crosstalk} Learning tidy eval by re-implementing dplyr Bootstrap Confidence Intervals for Super Bowl Commercials Supplemental Resources Learning Tidy Evaluation by Reimplementing dplyr (Government & Public Sector R Conference) Programming with dplyr vignette

Random effects, GGanimate intro, and updates to dplyr backends Episode Links This week's curator: Ryo Nakagawara (@R_by_Ryo) Random effects and penalized splines are the same thing GGanimating a geographic introduction dplyr backends: multidplyr 0.1.0, dtplyr 1.1.0, dbplyr 2.1.0 Supplemental Resources https://stats.stackexchange.com/questions/55364/mixed-model-in-simple-english https://towardsdatascience.com/how-linear-mixed-model-works-350950a82911 https://twitter.com/tjmahr/status/1365424619344318466

Multi-page Shiny apps, R package citation, and refactoring the squashinformr package Episode Links This week's curator: Eric Nantz (@theRcast) Multi-page {shiny} Applications with {brochure} Make Your R Package Easier to Cite Refactoring {squashinformr}

Installing packages, {distill} for personal websites, and Shiny app stories Episode Links This week's curator: Jonathan Carroll (@carroll_jono) The Comprehensive Guide to Installing R Packages from CRAN, Bioconductor, GitHub and Co. Distill it down Introducing Shiny App Stories Supplemental Resources 20 Years of R Package management basics (Mozilla Developer Network Web Docs) Sharing on Short Notice: How to Get Your Materials Online with R Markdown Building a {distill} website} Shiny Developer Series Episode 1: Shiny Development Past and Future Shiny Developer Series Episode 5: shinysense and custom javascript visualizations

Episode Links This week's curator: Tony Elhabr (@TonyElHabr) Shiny 1.6: Theming, Caching, Accessibility Remote Pair Programming in R Using Visual Studio Code and Live Share Lists are my secret weapon for reporting stats with knitr Supplemental Resources Custom theming in Shiny & R Markdown with {bslib} & {thematic} (rstudio::global 2021) Making Shiny apps faster with caching (rstudio::global 2021)

rstudio::global 2021 and UseR! 2021 call for abstracts Episode Links This week's curator: Jon Calder (@jonmcalder) rstudio::global 2021 talks rstudio::global(2021) %>% summarise() 15th Mar: useR2021 Call for Abstracts Supplemental Resources Lifelong Learning with R Weekly (rstudio::global 2021) Your Public Garden - rstudio::global(2021) Keynote by Vicki Boykis

{blogdown} v1.0, announcing {pagedreport}, and the rOpenSci Community Contributing Guide Episode Links This week's curator: Colin Faye (@_colinFay) Announcing blogdown v1.0 Announcing pagedreport Introducing the rOpenSci Community Contributing Guide Supplemental Resources Up & running with blogdown in 2021 Yihui's perspective on early development of {blogdown} from episode 24 of The R-Podcast The new and improved R-Podcast site {pagedown}: Creating beautiful PDFs with R Markdown and CSS (rstudio::conf 2019) {pagedreport} gallery