Join Jenny Bryan and Jim Hester of RStudio for this two-day hands-on workshop designed for experienced R and RStudio users who want to (re)design their R lifestyle! If you’d missed this sold out course at rstudio::conf 2018 now is your chance. Register here: https://www.rstudio.com/workshops/what-they-forgot-to-teach-you-about-r/ In this workshop you’ll learn holistic workflows that address the most common sources of friction in data analysis. We’ll work on project-oriented workflows, version control for data science (Git/GitHub! Read more →

rstudio::conf, the conference for all things R and RStudio, will take place January 17 and 18, 2019 (Thursday and Friday) in Austin, Texas. It will be preceded by Training Days on January 15 and 16 (Tuesday and Wednesday). Early Bird registration is now open! Conference: Thursday January 17 - Friday January 18, 2019 Join host and RStudio Chief Scientist Hadley Wickham along with keynote speakers David Robinson, Chief Data Scientist at DataCamp; Felienne Herman, assistant Professor at Delft University of Technology, founder of Infotron, teacher of Lego Mindstorm, co-founder of the Joy of Programming conference and a host of Software Engineering Radio; and Joe Cheng, RStudio CTO and creator of Shiny and RPubs, to explore the state of the art and future of data science. Read more →

Since the release of the bookdown package in 2016, there have been a large number of books written and published with bookdown. Currently there are about 200 books (including tutorials and notes) listed on bookdown.org alone! We have also heard about other applications of bookdown based on custom templates (e.g., dissertations). As popular as bookdown is becoming, especially with teachers, researchers, and students, we know it can take a lot of time to tailor bookdown to meet the special typesetting requirements of your institution or publisher. Read more →

We are excited to announce RStudio Connect 1.6.6! This release caps a series of improvements to RStudio Connect’s ability to deliver your work to others. Custom Email The most significant change in RStudio Connect 1.6.6 is the new ability for publishers to customize the emails sent to others when they update their data products. In RStudio Connect, it is already possible to schedule the execution of R Markdown documents and send emails to subscribers notifying them of new versions of content. Read more →

Since we announced the bookdown package in 2016, there have been a large number of books, reports, notes, and tutorials written with this package and published to https://bookdown.org. We were excited to see that! At the same time, however, maintaining the list of books on bookdown.org has become more and more difficult because I must update the list manually to filter out books that are only skeletons or not built with bookdown (such as slides). Read more →

It is exciting for us to see the amazing growth of the R Markdown ecosystem over the four years since the creation of R Markdown in 2014. Now you can author many types of documents, and build a wide range of applications based on R Markdown. As an effort to unite and improve the documentation of the R Markdown base package (rmarkdown) and several other extensions (such as bookdown, blogdown, pkgdown, flexdashboard, tufte, xaringan, rticles, and learnr) in one place, we authored a book titled “R Markdown: The Definitive Guide”, which is to be published by Chapman & Hall/CRC in about two weeks. Read more →

A security vulnerability in a third-party library used by RStudio Connect was uncovered during a security audit last week. We have confirmed that this vulnerability has not been used against any of the RStudio Connect instances we host, and are unaware of it being exploited on any customer deployments. Under certain conditions, this vulnerability could compromise the session of a user that was tricked into visiting a specially crafted URL. The issue affects all versions of RStudio Connect up to and including 1. Read more →

This is a significant release for Shiny, with a major new feature that was nearly a year in the making: support for asynchronous operations! Without this capability, when Shiny performs long-running calculations or tasks on behalf of one user, it stalls progress for all other Shiny users that are connected to the same process. Therefore, Shiny apps that feature long-running calculations or tasks have generally been deployed using many R processes, each serving a small number of users; this works, but is not the most efficient approach. Read more →

RStudio Connect version 1.6.4 is now available! There are a few breaking changes and a handful of new features that are highlighted below. We encourage you to upgrade as soon as possible! Breaking Please take note of important breaking changes before upgrading. Pandoc 2 RStudio Connect includes Pandoc 1 and will now also include Pandoc 2. Admins do not need to install either. If you have deployed content with rmarkdown version 1. Read more →

Join Max Kuhn of RStudio for his popular Applied Machine Learning Workshop in Washington D.C.! If you’d missed his sold out course at rstudio::conf 2018 now is your chance. Register here: https://www.rstudio.com/workshops/applied-machine-learning/ This two-day course will provide an overview of using R for supervised learning. The session will step through the process of building, visualizing, testing, and comparing models that are focused on prediction. The goal of the course is to provide a thorough workflow in R that can be used with many different regression or classification techniques. Read more →