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 (r...
Data Science as an atomic habit, Japan soccer league season review, Fantasy football scheduling, and UseR! 2021 call for tutorials Episode Links This week's curator: Wolfram King Data science as an atomic habit J.League Soccer 2020 Season Review with R! Fantasy Football and the Classical Scheduling Problem UseR! 2021: Call for Tutorials Supplemental Resources Book Review: Atomic Habits ffsched - R package for simulating schedules and standings for fantasy football UseR! 2020 Tutorials Playlist L...
Plots with GitHub Actions, and major updates to {renv} and {fastai} Episode Links This week's curator: Batool Almazrouq Automatic Rendering of a Plot with GitHub Actions {renv} 0.12.5 : Project Environments {fastai} 2.0.2 : Interface to fastai Supplemental Resources GitHub Actions: built by you, run by us R-Podcast Episode 32: RStudio's Big Move and Kevin Ushey Fully containerized R dev environment with Docker, RStudio, and VS-Code What does it mean to freeze or unfreeze a model?...
Data Science course in a box, up and running with blogdown, and voting visualization in Switzerland Episode Links This week's curator: Wolfram King Data Science Course in a Box - The core content of the course focuses on data acquisition and wrangling, exploratory data analysis, data visualization, inference, modelling, and effective communication of results. Up & running with blogdown in 2021 A version of the famous visualization - Land doesn't vote, people do Supplemental Resources A Fresh...
R Markdown family updates & table contest results Episode Links This week's curator: Wolfram King Winners of the 2020 RStudio Table Contest Latest News from the R Markdown Family Supplemental Resources Editable DataTables in R Shiny using SQL...
Targetopia, extracting JSON data, and ggrepel update Episode Links This week's curator: Ryo Nakagawara ( @R_by_Ryo ) The targetopia: An R package ecosystem for democratized reproducible pipelines at scale Extracting JSON data from websites and public APIs with R {ggrepel} : Automatically Position Non-Overlapping Text Labels with ggplot2. Entire issue available at rweekly.org/2020-51 Supplement resources {targets} statement of need {stantargets} {ggrepel} 0.9.0 changelog...
Underrated tidyverse functions, bullet chart variants, and AWS Lambda with R Episode Links This week's curator: Eric Nantz ( @theRcast ) Underrated Tidyverse Functions Bullet Chart Variants in R R on AWS Lambda with containers Entire issue available at rweekly.org/2020-50...
Extended ggplot2 tutorial, static code analysis, and a customized visual CV with ggplot2 Episode Links This week's curator: Jonathan Carroll ( @carroll_jono ) An extended version of "A ggplot2 Tutorial for Beautiful Plotting" A brief introduction to the basics of R's static code analysis Creation of a custom visual CV by ggplot hacking Entire issue available at rweekly.org/2020-49...
About this episode Your first R package, magrittr 2.0, and Engineering Shiny use case Episode Links This week's curator: Maelle Salmon ( @ma_salmon ) Your first R package in 1 hour magrittr 2.0 is here! Use case from "Engineering Production-Grade Shiny Apps" - Building an App, from Start to Finish Entire issue available at rweekly.org/2020-48 Supplement Resources Recording of Shannon's workshop on YouTube: youtu.be/xcXzaEmZ-m4...
About this episode Testthat utility belt, NHS-R conference, and application of Bayesian networks to sports injury prediction Episode Links This week's curator: Jon Calder ( @jonmcalder ) NHS-R 2020 Week Long Conference -- so much great content, so little time to catch it all... Helper code and files for your testthat tests Bayesian networks and sports injuries with {bnlearn} Entire issue available at rweekly.org/2020-47 Supplement Resources https://nhsrcommunity.com/blog/nhs-meets-r/...
About this episode Open-access tools to find conronaviruses, developing inside containers, and error handling Episode Links This week's curator: Colin Faye ( @_colinFay ) Using Open-Access Tools (rentrez, taxize) to Find Coronaviruses, Their Genetic Sequences, and Their Hosts How to develop inside a Docker container to ease collaboration? YAPOEH! (Yet another post on error handling) Entire issue available at rweekly.org/2020-46...
About this episode Single source publishing, rainbow parentheses, and VisiumExperiment Episode Links This week's curator: Robert Hickman ( @robwhickman ) Single-source publishing for R users RStudio 1.4 Preview: Rainbow Parentheses Using VisiumExperiment at spatialLIBD package Entire issue available at rweekly.org/2020-45 Supplement Links https://github.com/maelle/bspagedjs https://bookdown.org/...
About this episode {emphatic} highlighting, analyzing open political data, and helping data-science learners Episode Links This week's curator: Tony Elhabr ( @TonyElHabr ) {emphatic} : Augments the output of data.frames and matrices in R by adding user-defined ANSI highlighting. A guide to accessing & analyzing open source American political data using R Let’s stop doubly-screwing data science learners Entire issue available at rweekly.org/2020-44 Supplement Links {pillar} format columns wit...
About this episode Rolling averages with {slider}, personal art map, and flood mapping Episode Links This week's curator: Miles McBain ( @MilesMcBain ) Rolling Averages with {slider} and Covid Data Personal Art Map with R Flood mapping and rapid impact assessment in Niamey Entire issue available at rweekly.org/2020-43 Supplement Links Melt the Clock: Tidy time series analysis by Earo Wang {slider} - Sliding Window Functions https://inequality.media.mit.edu/ {sen2r} - Find, download, and process ...
About this episode Climate animation, decomposition and smoothing with R and python, and a Raspberry Pi dashboard Episode Links This week's curator: Ryo Nakagawara ( @R_by_Ryo ) Climate animation of maximum temperatures Decomposition and Smoothing with data.table, reticulate, and spatstat Raspberry Pi E-Paper Dashboard with R Entire issue available at rweekly.org/2020-42...
About this episode Topics in package development, contributing to ROpenSci, and shining a light on learnr Episode Links This week's curator: Eric Nantz ( @theRcast ) Picking and researching blog topics about R package development Hacktober? Any Month is a Good Month to Contribute to rOpenSci Shiny Developer Series Episode 14 - Shining a Light on {learnr} Entire issue available at rweekly.org/2020-41 Supplement Links R Packages 2nd Edition R-package-devel mailing list Writing R Extensions rOpenSc...
About this episode Visual markdown editing, stat layers in ggplot2, and learnr tutorials in a package Episode Links This week's curator: Jonathan Carroll ( @carroll_jono ) RStudio v1.4 Preview: Visual Markdown Editing How to deliver learnr tutorials in a package Demystifying stat_ layers in {ggplot2} Entire issue available at rweekly.org/2020-40 Supplement Links Visual R Markdown documentation Introducing learnr Shiny Developer Series Episode 14 - Shining a Light on learnr Distill for R Markdown...
About this episode A calendar right in your R console, accessibility tooling for Shiny, and shinydashboardPlus v2.0 Episode Links This week's curator: Maelle Salmon ( @ma_salmon ) A Calendar in Your R Console accessibility (a11y) tooling for shiny {shinydashboardPlus 2.0.0}: extensions for shinydashboard Entire issue available at rweekly.org/2020-39...
About this episode Making learning to code friendlier with art, ggforce functions, and debugging in VSCode Episode Links It's a Bird, It's a Plane ... It's a ggforce function Making Learning to Code Friendlier with Art — An Interview with Dr. Allison Horst Introduction to debugging R in VSCode Entire issue available at rweekly.org/2020-38 This week's curator: Jon Calder @jonmcalder...
About this episode Guidelines for creating better tables, a controlled vocabulary to name data frame columns, and exploring reactivity in Shiny applications. Episode Links 10+ Guidelines for Better Tables in R: Make tables people ACTUALLY want to read. Column Names as Contracts Episode 12: Barret Schloerke Part 1 (reactlog) Entire issue available at rweekly.org/2020-37...
About this episode A stunning combination of physics and 3-D visualization, behind the curtain of package installation, and an alternative workflow for error handling in functions. Episode Links Plinko Statistics: Insights from the Bean Machine State of R packages in your library Handling errors using purrr's possibly() and safely() Entire issue available at rweekly.org/2020-36 The R-Weekly Patreon: www.patreon.com/rweekly...
About this episode A substantial update to the magrittr package coming soon, creating visualizations in D3 from an R user's perspective, and a big book of R. Episode Links magrittr 2.0 is coming soon D3 to R to D3 Big Book of R Entire issue available at rweekly.org/2020-35 Details on how to submit resources and becoming an editor on the RWeekly team: github.com/rweekly/rweekly.org...
About this episode Choosing an operating system for R users, examining regression techniques, and inside the development of dittodb / generating data from truncated distributions Episode Links Best OS for R users Lines of best fit Generating data from a truncated distribution Entire issue available at rweekly.org/2020-34 Creating a new RWeekly issue demonstration: youtu.be/tnclyMsy638...
About this episode Exploring comic book creation with the tidyverse and ggplot2, and updates to the showtext and shinycssloader packages on CRAN. Episode Links A visualization exploring types of comic transitions as described in Scott McCloud's "Understanding Comics". {showtext} 0.9 : Using Fonts More Easily in R Graphs {shinycssloaders} v1.0: You can now use your own image, plus 3 years' worth of new features! Entire issue available at rweekly.org/2020-33...
In this introduction episode, Eric Nantz shares an introduction to the RWeekly community project as well as the movitation for creating this brand new RWeekly Highlights podcast! Episode Links rweekly.org github.com/rweekly/rweekly.org
