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RStudio will again teach the new essentials for doing (big) data science in R at this year’s Strata NYC conference, September 29 2015 (  You will learn from Garrett Grolemund, Yihui Xie, and Nathan Stephens who are all working on fascinating new ways to keep the R ecosystem apace of the challenges facing those who work with data.

Topics include:

  • R Quickstart: Wrangle, transform, and visualize data
    Instructor: Garrett Grolemund (90 minutes)
  • Work with Big Data in R
    Instructor: Nathan Stephens (90 minutes)
  • Reproducible Reports with Big Data
    Instructor: Yihui Xie (90 minutes)
  • Interactive Shiny Applications built on Big Data
    Instructor: Garrett Grolemund (90 minutes)

If you plan to stay for the full Strata Conference+Hadoop World be sure to look us up at booth 633 during the Expo Hall hours. We’ll have the latest books from RStudio authors and “shiny” t-shirts to win. Share with us what you’re doing with RStudio and get your product and company questions answered by RStudio employees.

See you in New York City! (

Five months ago we launched Since then, more than 25,000 accounts have been created and countless Shiny applications have been deployed. It’s incredibly exciting to see!

It’s also given us lots of data and feedback on how we can make better. Today, we’re happy to tell you about some changes to our subscription Plans that we hope will make an even better experience for Shiny developers and their application users.

New Starter Plan – More active hours and apps, less money
For many people the price difference between the Free and the Basic plan was too much. We heard you. Effective today there is a new Starter Plan for only $9 per month or $100 per year. The Starter Plan has the same features as the Free plan but allows 100 active hours per month and up to 25 applications. It’s perfect for the active Shiny developer on a budget!

More Active Hours for Basic, Standard, and Professional Plans
Once you’re up and running with Shiny we want to make sure even the most prolific developers and popular applications have the active hours they need. Today we’re doubling the number of active hours per month for the Basic (now 500), Standard (now 2,000), and Professional (now 10,000) plans. In practice, very few accounts exceeded the old limits for these plans but now you can be sure your needs are covered.

New Performance Boost features for the Basic Plan
In addition to supporting multiple R worker processes per application, which keeps your application responsive as more people use it, we’ve added more memory (up to 8GB) on Basic plans and above. While the data shows that most applications work fine without these enhancements, if you expect many users at the same time or your application is memory or CPU intensive, the Basic Plan has the performance boost you need. The Basic plan also allows unlimited applications and 500 active hours per month.

The Joint Statistics Meetings starting August 8 is the biggest meetup for statisticians in the world. Navigating the sheer quantity of interesting talks is challenging – there can be up to 50 sessions going on at a time!

To prepare for Seattle, we asked RStudio’s Chief Data Scientist Hadley Wickham for his top session picks. Here are 9 talks, admittedly biased towards R, graphics, and education, that really interested him and might interest you, too.

Check out these talks

Undergraduate Curriculum: The Pathway to Sustainable Growth in Our Discipline
Sunday, 1400-1550, CC-607
Statistics with Computing in the Evolving Undergraduate Curriculum
Sunday 1600-1750
In these back to back sessions, learn how statisticians are rising to the challenge of teaching computing and big(ger) data.

Recent Advances in Interactive Graphics for Data Analysis
Monday,1030-1220, CC-608
This is an exciting session discussing innovations in interactive visualisation, and it’s telling that all of them connect with R. Hadley will be speaking about ggvis in this session.

Preparing Students to Work in Industry
Monday, 1400-1550, CC-4C4
If you’re a student about to graduate, we bet there will be some interesting discussion for you here.

Stat computing and graphics mixer
Monday, 1800-2000, S-Ravenna
This is advertised as a business meeting, but don’t be confused. It’s the premier social event for anyone interested in computing or visualisation!

Statistical Computing and Graphics Student Paper Competition
Tuesday, 0830-1020, CC-308
Hear this year’s winners of the student paper award talk about visualising phylogenetic data, multiple change point detection, capture-recapture data and teaching intro stat with R. All four talks come with accompanying R packages!

The Statistics Identity Crisis: Are We Really Data Scientists?
Tuesday, 0830-1020, CC-609
This session, organised by Jeffrey Leek, features an all-star cast of Alyssa Frazee, Chris Volinsky, Lance Waller, and Jenny Bryan.

Doing Good with Data Viz
Wednesday, 0830-1020, CC-2B
Hear Jake Porway, Patrick Ball, and Dino Citraro talk about using data to do good. Of all the sessions, you shouldn’t miss, this is the one you really shouldn’t miss. (But unfortunately it conflicts with another great session – you have difficult choices ahead.)

Statistics at Scale: Applications from Tech Companies
Wednesday, 0830-1020, CC-204
Hilary Parker has organised a fantastic session where you’ll learn how companies like Etsy, Microsoft, and Facebook do statistics at scale. Get there early because this session is going to be PACKED!

There are hundreds of sessions at the JSM, so no doubt we’ve missed other great ones. If you think we’ve missed a “don’t miss” session, please add it to the comments so others can find it.

Visit RStudio at booth #435

In between session times you’ll find the RStudio team hanging out at booth #435 in the expo center (at the far back on the right). Please stop by and say hi! We’ll have stickers to show your R pride and printed copies of many of our cheatsheets.

See you in Seattle!

“Master” R in Washington DC this September!

Join RStudio Chief Data Scientist Hadley Wickham at the AMA – Executive Conference Center in Arlington, VA on September 14 and 15, 2015 for this rare opportunity to learn from one of the R community’s most popular and innovative authors and package developers.

It will be at least another year before Hadley returns to teach his class on the East Coast, so don’t miss this opportunity to learn from him in person. The venue is conveniently located next to Ronald Reagan Washington National Airport and a short distance from the Metro. Attendance is limited. Past events have sold out.

Register today!

RStudio is excited to announce the general availability (GA) of is an easy to use, secure, and scalable hosted service already being used by thousands of professionals and students to deploy Shiny applications on the web. Effective today, has completed beta testing and is generally available as a commercial service for anyone.

As regular readers of our blog know, Shiny is a popular free and open source R package from RStudio that simplifies the creation of interactive web applications, dashboards, and reports. Until today, Shiny Server and Shiny Server Pro were the most popular ways to share shiny apps. Now, there is a commercially supported alternative for individuals and groups who don’t have the time or resources to install and manage their own servers.

We want to thank the nearly 8,000 people who created at least one shiny app and deployed it on during its extensive alpha and beta testing phases! The service was improved for everyone because of your willingness to give us feedback and bear with us as we continuously added to its capabilities.

For R users developing shiny applications that haven’t yet created a account, we hope you’ll give it a try soon!  We did our best to keep the pricing simple and predictable with Free, Basic, Standard, and Professional plans. Each paid plan has features and functionality that we think will appeal to different users and can be purchased with a credit card by month or year. You can learn more about pricing plans and product features on our website.

We hope to see your shiny app on soon!

Sometimes the universe surprises us. In this case, it was in a good way and we genuinely appreciated it.

Earlier this week we learned that the Infoworld Testing Center staff selected RStudio as one of 32 recipients of the 2015 Technology of the Year Award.

We thought it was cool because it was completely unsolicited, we’re in very good company (some of our favorite technologies like Docker, Github, node.js…even my Dell XPS 15 Touch!…were also award winners) and the description of our products was surprisingly elegant – simple and accurate.

We know Infoworld wouldn’t have known about us if our customers hadn’t brought us to their attention.

Thank you.


Great news for Shiny and R Markdown enthusiasts!

An Interactive Reporting Workshop with Shiny and R Markdown is coming to a city near you. Act fast as only 20 seats are available for each workshop.

You can find out more / register by clicking on the link for your city!

East Coast West Coast
March 2 – Washington, DC April 15 – Los Angeles, CA
March 4 – New York, NY April 17 – San Francisco, CA
March 6 – Boston, MA April 20 – Seattle, WA

You’ll want to take this workshop if…

You have some experience working with R already. You should have written a number of functions, and be comfortable with R’s basic data structures (vectors, matrices, arrays, lists, and data frames).

You will learn from…

The workshop is taught by Garrett Grolemund. Garrett is the Editor-in-Chief of, the development center for the Shiny R package. He is also the author of Hands-On Programming with R as well as Data Science with R, a forthcoming book by O’Reilly Media. Garrett works as a Data Scientist and Chief Instructor for RStudio, Inc. GitHub

As R users know, we’re continuously improving the RStudio IDE.  This includes RStudio Server Pro, where organizations who want to deploy the IDE at scale will find a growing set of features recently enhanced for them.

If you’re not already familiar with RStudio Server Pro here’s an updated summary page and a comparison to RStudio Server worth checking out. Or you can skip all of that and download a free 45 day evaluation right now!


Naturally, the latest RStudio Server Pro has all of the new features found in the open source server version of the RStudio IDE. They include improvements to R Markdown document and Shiny app creation, making R package development easier, better debugging and source editing, and support for Internet Explorer 10 and 11 and RHEL 7.

Recently, we added even more powerful features exclusively for RStudio Server Pro:

  • Load balancing based on factors you control. Load balancing ensures R users are automatically assigned to the best available server in a cluster.
  • Flexible resource allocation by user or group. Now you can allocate cores, set scheduler priority, control the version(s) of R and enforce memory and CPU limits.
  • New security enhancements. Leverage PAM to issue Kerberos tickets, move Google Accounts support to OAuth 2.0, and allow administrators to disable access to various features.

For a full list of what’s changed in more depth, make sure to read the RStudio Server Pro admin guide.


In addition to the newest features above there are many more that make RStudio Server Pro an upgrade to the open source IDE. Here’s a quick list:

  • An administrative dashboard that provides insight into active sessions, server health, and monitoring of system-wide and per-user performance and resources
  • Authentication using system accounts, ActiveDirectory, LDAP, or Google Accounts
  • Full support for the Pluggable Authentication Module (PAM)
  • HTTP enhancements add support for SSL and keep-alive for improved performance
  • Ability to restrict access to the server by IP
  • Customizable server health checks
  • Suspend, terminate, or assume control of user sessions for assistance and troubleshooting

That’s a lot to discover! Please download the newest version of RStudio Server Pro and as always let us know how it’s working and what else you’d like to see.

RStudio is happy to announce the availability of the beta. is an easy to use, secure, and scalable hosted service already being used by thousands of professionals and students to deploy Shiny applications on the web. Today we are releasing a significant upgrade as we transition from alpha to beta, the final step before general availability (GA) later this quarter.

New Feature Highlights in beta

  • Secure and manage authorized users with support for new authentication systems, including Google, GitHub, or a account.
  • Tune application performance by controlling the resources available. Run multiple R processes per application instance and add application instances.
  • Track performance metrics and simplify application management in a new dashboard. See an application’s active connections, CPU, memory, and network usage. Review application logs, start, stop, restart, rebuild and archive applications all from one convenient place.

During the beta period, these and all other features in are available at no charge. At the end of the beta, users may subscribe to a plan of their choice or transition their applications to the free plan.

If you do not already have an account, we encourage anyone developing Shiny applications to consider beta and appreciate any and all feedback on our features or proposed packaging and pricing.

Happy New Year!


Give yourself the gift of “mastering” R to start 2015!

Join RStudio Chief Data Scientist Hadley Wickham at the Westin San Francisco on January 19 and 20 for this rare opportunity to learn from one of the R community’s most popular and innovative authors and package developers.

As of this post, the workshop is two-thirds sold out. If you’re in or near California and want to boost your R programming skills, this is Hadley’s only West Coast public workshop planned for 2015.

Register here:


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