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blog post

svglite 1.0.0

svglite produces compact, web-optimized SVG graphics from R, with smaller file sizes and faster rendering than base R’s svg() device

Hadley Wickham

Dec 10, 2015

svglite Visualization Packages Rstudio

blog post

Shiny Developer Conference | Stanford University | January 2016

Announcing the first Shiny Developer Conference at Stanford, January 2016, for developers ready to build performant, robust Shiny apps

Joe Cheng

Oct 29, 2015

Shiny Interactive Apps Shiny Rstudio News

blog post

roxygen2 5.0.0

roxygen2 5.0.0 adds RoxygenNote for version tracking, easier package documentation, and support for documenting re-exported functions

Hadley Wickham

Oct 29, 2015

roxygen2 Best Practices Packages Rstudio

blog post

readr 0.2.0

readr 0.2.0 adds locales for international data (encodings, date formats, decimal marks), comment support, and CSV/TSV writers

Hadley Wickham

Oct 28, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

testthat 0.11.0

testthat 0.11.0 adds expect_silent() for checking no output/warnings, skip_on_os() and skip_on_appveyor(), plus random encouragement

Hadley Wickham

Oct 15, 2015

testthat Best Practices Packages Rstudio

blog post

purrr 0.1.0

Introducing purrr: functional programming tools for R with map functions, formula shortcuts for anonymous functions, and list manipulation

Hadley Wickham

Sep 29, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

rvest 0.3.0

rvest 0.3.0 switches to xml2 for better performance and no memory leaks. html() becomes read_html(), html_tag() becomes html_name()

Hadley Wickham

Sep 24, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.3.0

tidyr 0.3.0 adds fill() for carrying forward values, replace_na(), complete() for missing combinations, and unnest() for list columns

Hadley Wickham

Sep 13, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

devtools 1.9.1

devtools 1.9.1 adds remote dependencies via DESCRIPTION’s Remotes field, improved GitHub integration, and better revdep_check()

Hadley Wickham

Sep 13, 2015

devtools Best Practices Packages Rstudio

blog post

dplyr 0.4.3

dplyr 0.4.3 fixes mutate() crashes, improves non-ASCII column support, shows column types when printing, and adds bind_rows(.id)

Hadley Wickham

Sep 4, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

New R Markdown articles section, plus.Rmd to.docx super powers!

New R Markdown articles section launched with tips for Word output: styles, margins, tables, and bibliographies

Garrett Grolemund

Jul 22, 2015

rmarkdown Publishing Article R Markdown Rstudio

blog post

Article Spotlight: Persistent data storage in Shiny apps

Article spotlight: Dean Attali explains how to save Shiny app data to local files, databases, and cloud storage for persistence

Garrett Grolemund

Jul 15, 2015

Shiny Interactive Apps MLOps and Admin Data Shiny Rstudio Training

blog post

Accelerating R: RStudio and the new R Consortium

RStudio joins the new R Consortium alongside Microsoft, Google, and Oracle to fund and inspire R’s future development

RStudio Team

Jun 30, 2015

Community Rstudio News

blog post

Leaflet: Interactive web maps with R

Create interactive web maps in R with leaflet: markers, polygons, popups, GeoJSON support, and seamless Shiny integration

Yihui Xie

Jun 24, 2015

leaflet Visualization Interactive Apps Htmlwidgets Spatial Packages Rstudio

blog post

DT: An R interface to the DataTables library

DT brings DataTables to R: sortable, filterable, paginated HTML tables with column formatting and Shiny integration

Yihui Xie

Jun 24, 2015

DT Visualization Interactive Apps Datatables Htmlwidgets Packages Rstudio

blog post

d3heatmap: Interactive heat maps

d3heatmap creates interactive heat maps with D3.js: zoom by dragging, highlight rows/columns on click, hover to see values

Joe Cheng

Jun 24, 2015

Visualization Interactive Apps D3 Htmlwidgets Packages Rstudio

blog post

New Shiny cheat sheet and video tutorial

New free Shiny video tutorial (2.5 hours) and updated cheat sheet covering app architecture, reactivity, inputs, layouts, and CSS

Garrett Grolemund

Jun 22, 2015

Shiny Interactive Apps MLOps and Admin Cheatsheet Shiny Rstudio Training

blog post

Shiny 0.12: Interactive Plots with ggplot2

Shiny 0.12 adds interactive plots for base graphics and ggplot2: capture mouse clicks, hovers, and brushes to select points

Joe Cheng

Jun 16, 2015

ggplot2 Shiny Interactive Apps Packages Shiny Rstudio

blog post

testthat 0.10.0

testthat 0.10.0 improves R CMD check output, adds skip_if_not_installed(), and soft-deprecates expect_that() style

Hadley Wickham

May 29, 2015

testthat Best Practices Rstudio

blog post

SparkR preview by Vincent Warmerdam

Guest tutorial: Get started with SparkR for distributed computing—install locally, run map/reduce operations, and deploy on AWS

Garrett Grolemund

May 28, 2015

MLOps and Admin Big Data Spark Sparkr Rstudio Training

blog post

devtools 1.8.0

devtools 1.8 adds use_git(), use_test(), dr_devtools(), and better dependency management with package_deps()

Hadley Wickham

May 11, 2015

devtools Best Practices Packages Rstudio

blog post

stringr 1.0.0

stringr 1.0.0 is now powered by stringi for faster performance and better unicode. Adds str_subset(), boundary(), and locale-aware sorting

Hadley Wickham

May 5, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Parse and process XML (and HTML) with xml2

xml2 wraps libxml2 for easy XML/HTML parsing in R: navigate trees, extract nodes with XPath, and handle namespaces

Hadley Wickham

Apr 21, 2015

xml2 Data Wrangling Packages Rstudio

blog post

Get data out of excel and into R with readxl

readxl reads both.xls and.xlsx files with no external dependencies. Fast, handles dates, and auto-drops blank columns

Hadley Wickham

Apr 15, 2015

readxl Data Wrangling Packages Rstudio

blog post

Interactive time series with dygraphs

dygraphs brings interactive time series charts to R: pan, zoom, highlight, annotate, and embed in R Markdown or Shiny

RStudio Team

Apr 14, 2015

Shiny Interactive Apps Packages Shiny Rstudio

blog post

readr 0.1.0

Introducing readr: read CSV, TSV, and fixed-width files 10x faster than base R, with automatic type detection and no stringsAsFactors

Hadley Wickham

Apr 9, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Design patterns for action buttons

New Shiny article: five design patterns for action buttons using observeEvent() and eventReactive()

Garrett Grolemund

Apr 7, 2015

Shiny Interactive Apps Article Shiny Rstudio

blog post

Data Visualization cheatsheet, plus Spanish translations

New ggplot2 cheatsheet covering geoms, stats, scales, facets, and themes—plus Spanish translations of other cheatsheets

Garrett Grolemund

Mar 30, 2015

ggplot2 MLOps and Admin Cheatsheet Data Visualization Graphs Plots Packages Rstudio Training

blog post

Package Development cheatsheet, plus Chinese translations

New devtools cheatsheet for building R packages: structure, DESCRIPTION, roxygen docs, tests, and vignettes—plus Chinese translations

Garrett Grolemund

Mar 12, 2015

cheatsheets MLOps and Admin Packages Rstudio Training

blog post

haven 0.1.0

haven reads SAS, SPSS, and Stata files into R, including SAS7BDAT and Stata 13 formats, with labelled variable support

Hadley Wickham

Mar 4, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Epoch.com sponsors RMySQL development

Epoch.com sponsors RMySQL development, enabling improved build systems and CRAN binaries for all platforms

Hadley Wickham

Feb 11, 2015

RMySQL Community Data Wrangling Packages Rstudio

blog post

Shiny 0.11, themes, and dashboard

Shiny 0.11 migrates to Bootstrap 3, adds improved sliders, passwordInput(), observeEvent(), plus new shinythemes and shinydashboard packages

Winston Chang

Jan 23, 2015

Shiny Interactive Apps Packages Shiny Rstudio News

blog post

RMySQL 0.10.0

RMySQL 0.10.0 adds CRAN binaries for Windows/Mac, transaction support, and DBI 0.3 compatibility

Hadley Wickham

Jan 9, 2015

RMySQL Data Wrangling Packages Rstudio

blog post

ggplot2 updates

ggplot2 hits 1.0.0—a mature, stable release. Second edition of the ggplot2 book is in progress

Hadley Wickham

Jan 9, 2015

ggplot2 Visualization Packages Rstudio

blog post

dplyr 0.4.0

dplyr 0.4.0 adds full SQL-style joins, bind_rows/bind_cols, data_frame(), list-columns, and improved printing

Hadley Wickham

Jan 9, 2015

dplyr Data Wrangling Rstudio

blog post

htmlwidgets: JavaScript data visualization for R

Introducing htmlwidgets: bring JavaScript visualization libraries to R. Works in console, R Markdown, and Shiny

RStudio Team

Dec 18, 2014

Shiny Interactive Apps Packages Shiny Rstudio News

blog post

httr 0.6.0

httr 0.6.0 adds handle_reset(), streaming with write_stream(), custom HTTP verbs, and Google OAuth2 service accounts

Hadley Wickham

Dec 14, 2014

httr Data Wrangling Rstudio

video

RStudio Shiny Server Professional Architecture

RStudio Shiny Server Professional Architecture

Jeff Allen covers the differences between Open Source Shiny Server and the Shiny Server Professional product from RStudio

Dec 9, 2014

18 min

8k views

rstudio Shiny Shiny Rstudio R Programming Visualization (Website Category) R Packages Architecture (Industry)

video

R Markdown

Jeff Allen talks about recent R Markdown changes in a webinar from RStudio

Dec 9, 2014

14 min

30.7k views

rstudio R Markdown Rstudio R (Programming Language) R Packages

blog post

tidyr 0.2.0 (and reshape2 1.4.1)

tidyr 0.2.0 adds expand() for filling missing combinations, unnest() for list-columns, and better separate() control

Hadley Wickham

Dec 8, 2014

tidyverse Data Wrangling Packages Rstudio

blog post

magrittr 1.5

magrittr 1.5 adds functional sequences (define functions with pipes), lambda syntax with braces, and %T>%, %$%, %<>% operators

Hadley Wickham

Dec 1, 2014

magrittr Data Wrangling Packages Rstudio

blog post

rvest: easy web scraping with R

Introducing rvest: scrape web data with CSS selectors or XPath, extract text/tables, and navigate sites with sessions

Hadley Wickham

Nov 24, 2014

rvest Data Wrangling Packages Rstudio

blog post

Introduction to Data Science with R video workshop

New 8-hour video course from RStudio and O’Reilly covering R programming, data manipulation, visualization, and modeling

Garrett Grolemund

Nov 6, 2014

MLOps and Admin Rstudio News Training

blog post

RSQLite 1.0.0

RSQLite 1.0.0 cleans up the API, adds initExtension() for useful functions, and improves transaction handling

Hadley Wickham

Oct 25, 2014

RSQLite Data Wrangling Packages Rstudio

blog post

ggvis 0.4

ggvis 0.4 adds layer_boxplots(), better error handling, and more reliable interactive graphics with dynamic data

Winston Chang

Oct 13, 2014

Visualization Interactive Apps Rstudio

blog post

dplyr 0.3

dplyr 0.3 adds distinct(), slice(), rename(), transmute(), count(), data_frame(), flexible joins, and set operations

Hadley Wickham

Oct 13, 2014

tidyverse Data Wrangling Packages Rstudio

blog post

Shiny 0.10.2

Shiny 0.10.2 adds single-file apps (app.R), progress bars, IE 8/9 file uploads, and upgrades DataTables to 1.10

Yihui Xie

Oct 2, 2014

progress Shiny Interactive Apps Datatables Internet Explorer Shiny Packages Rstudio

blog post

devtools 1.6

devtools 1.6 improves install_github(), adds session_info(), and introduces use_data(), use_testthat(), use_travis() helpers

Hadley Wickham

Oct 2, 2014

devtools Best Practices Packages Rstudio

blog post

testthat 0.9

testthat 0.9 adds skip() and skip_on_cran(), describe() for BDD-style tests, with_mock() for mocking, and reference comparisons

Hadley Wickham

Sep 23, 2014

testthat Best Practices Packages Rstudio

blog post

Track how visitors use your Shiny app with Google Analytics

New article: track visitors and usage patterns in your Shiny apps using Google Analytics and jQuery

Garrett Grolemund

Sep 8, 2014

Shiny Interactive Apps Shiny Rstudio

blog post

Packrat on CRAN

Packrat 0.4.1 hits CRAN with local repository support, experimental package caching, and Windows improvements

Kevin Ushey

Sep 5, 2014

packrat Best Practices Packages Rstudio

blog post

httr 0.5

httr 0.5 adds write_disk() to save response bodies directly to disk, plus preliminary HTTP caching support

Hadley Wickham

Sep 3, 2014

httr Data Wrangling Packages Rstudio

blog post

The R Markdown Cheat Sheet

New R Markdown cheat sheet: render reports to PDF, HTML, or Word, embed R code, and create interactive documents

Garrett Grolemund

Aug 1, 2014

rmarkdown cheatsheets MLOps and Admin Packages Rstudio Training

blog post

Shiny 0.10.1

Shiny 0.10.1 adds full Unicode support on Windows, ‘user/repo’ syntax for runGitHub(), and inline output options

Yihui Xie

Aug 1, 2014

Shiny Interactive Apps Shiny Unicode Utf-8 Packages Rstudio

blog post

httr 0.4

httr 0.4 adds quick start and API package vignettes, headers()/cookies() extractors, encode argument, and progress bars

Hadley Wickham

Jul 31, 2014

httr Data Wrangling Packages Rstudio

blog post

New data packages

Four new data packages: babynames, fueleconomy, nasaweather, and nycflights13—large datasets for learning data analysis

Hadley Wickham

Jul 23, 2014

Data Wrangling Packages Rstudio

blog post

Introducing tidyr

Introducing tidyr: reshape messy data with gather() (wide to long), separate() (split columns), and spread() (long to wide)

Hadley Wickham

Jul 22, 2014

tidyr Data Wrangling Packages Rstudio

blog post

Announcing Packrat v0.4

Packrat 0.4 adds automatic snapshots, bundle/unbundle for sharing, on/off mode, and RStudio IDE integration

Kevin Ushey

Jul 22, 2014

packrat Best Practices Packages RStudio IDE Rstudio

blog post

Master interactive documents at the Shiny Dev Center

New Shiny Dev Center articles: create interactive documents and slideshows by embedding Shiny in R Markdown

Garrett Grolemund

Jul 21, 2014

Shiny Interactive Apps MLOps and Admin Shiny Rstudio Training

blog post

Shiny cheat sheet

New Shiny cheat sheet: quick reference for app structure, reactive foundations, layouts, and deployment

Garrett Grolemund

Jun 30, 2014

Shiny Interactive Apps Shiny Rstudio

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