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httr 1.2.0

httr 1.2.0 adds RETRY() for unreliable APIs with exponential backoff, and fixes POST redirect issues

Hadley Wickham

Jul 5, 2016

httr Data Wrangling Packages Rstudio

blog post

dplyr 0.5.0

dplyr 0.5.0 adds coalesce(), if_else(), case_when(), recode(), and the summarise_all/at/if family of functions

Hadley Wickham

Jun 27, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.5.0

tidyr 0.5.0 adds separate_rows() for delimiter-separated values, plus sep arguments for spread() and unnest()

Hadley Wickham

Jun 13, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

Feather: A Fast On-Disk Format for Data Frames for R and Python, powered by Apache Arrow

Introducing Feather: a fast binary file format for data frames that works in both R and Python, built on Apache Arrow

Hadley Wickham

Mar 29, 2016

Data Wrangling Packages Rstudio

blog post

tibble 1.0.0

Introducing the tibble package: modern data frames with better printing, stricter subsetting, and no string-to-factor conversion

Hadley Wickham

Mar 24, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

ggplot2 2.1.0

ggplot2 2.1.0 fixes bugs from 2.0.0 with better histogram binning, consistent argument ordering, and alpha behavior

Hadley Wickham

Mar 3, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.4.0

tidyr 0.4.0 introduces nested data frames with nest()/unnest() and complete() for making implicit missing values explicit

Hadley Wickham

Feb 2, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

httr 1.1.0 (and 1.0.0)

httr 1.0.0 switches from RCurl to curl for reliability; 1.1.0 improves error messages and OAuth support

Hadley Wickham

Feb 2, 2016

httr Data Wrangling Packages Rstudio

blog post

purrr 0.2.0

purrr 0.2.0 adds type-stable map functions (map_lgl/int/dbl/chr), flatten variants, and safely() for error handling

Hadley Wickham

Jan 6, 2016

tidyverse Data Wrangling 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

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

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

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

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

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

software

RMySQL

Legacy DBI interface for MySQL

209

Data Wrangling

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

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

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

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

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

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

software

RSQLite

R interface for SQLite

335

Data Wrangling

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

software

progress

Progress bar in your R terminal

474

Data Wrangling

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

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

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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

dplyr 0.2

dplyr 0.2 imports %>% from magrittr, overhauls do() for list-columns, and adds sample_n(), summarise_each(), glimpse()

Hadley Wickham

May 21, 2014

dplyr Data Wrangling Packages Rstudio

blog post

reshape2 1.4; Kevin Ushey joins Rstudio

reshape2 1.4 gets a C++ melt() for 10x speedup. Also: Kevin Ushey joins RStudio

Hadley Wickham

May 9, 2014

Data Wrangling Community Packages Rstudio News

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httr 0.3

httr 0.3 overhauls OAuth with caching and improved authentication. Query web APIs easily from R

Hadley Wickham

Mar 21, 2014

httr Data Wrangling Packages Rstudio

blog post

dplyr 0.1.3

dplyr 0.1.3 fixes Rcpp compatibility and several bugs that caused R crashes

Hadley Wickham

Mar 16, 2014

dplyr Data Wrangling Packages Rstudio

blog post

dplyr 0.1.2

dplyr 0.1.2 improves select() with starts_with(), ends_with(), contains(), and named arguments for renaming

Hadley Wickham

Feb 25, 2014

dplyr Data Wrangling Packages Rstudio

blog post

dplyr 0.1.1

dplyr 0.1.1 fixes crash bugs, adds sort argument to tally(), and renames explain_tbl() to explain()

Hadley Wickham

Jan 30, 2014

dplyr Data Wrangling Packages Rstudio

blog post

Introducing dplyr

dplyr: a new package for fast data manipulation with a consistent API that works on local data frames and remote databases

Hadley Wickham

Jan 17, 2014

dplyr Data Wrangling Packages Rstudio

blog post

ggplot2 0.9.3 and plyr 1.8 have been released!

ggplot2 0.9.3 fixes bugs and adds stat warnings; plyr 1.8 brings sequential summarise() and.paropts

Winston Chang

Dec 6, 2012

ggplot2 Visualization Data Wrangling Packages Rstudio

blog post

New version of httr: 0.2

httr 0.2: an easier way to work with web APIs, with HTTP verbs, OAuth 1.0/2.0, and automatic cookie handling

Hadley Wickham

Oct 14, 2012

httr Data Wrangling Packages Rstudio

blog post

lubridate 1.2.0 now on CRAN

lubridate 1.2.0 is 50x faster at parsing dates, adds stamp() for custom formatting, and %m+% for safe month math

Garrett Grolemund

Oct 8, 2012

lubridate Data Wrangling Packages Rstudio

software

zeallot

Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)

272

Data Wrangling

software

usemodels

Boilerplate Code for tidymodels

Data Wrangling Machine Learning

software

tidyversedashboard

Tidyverse activity dashboard

Data Wrangling Interactive Apps

software

tidyups

Data Wrangling MLOps and Admin

software

tidytemplate

A pkgdown template for core tidyverse packages

Data Wrangling Machine Learning Publishing

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tidy-dev-day

Tidyverse developer day

Best Practices Community Data Wrangling

software

style

The tidyverse style guide for R code

354

Best Practices Data Wrangling Publishing

software

sparkxgb

R interface for XGBoost on Spark

Data Wrangling Machine Learning

software

sparkDemos

Data Wrangling Publishing

software

rstudio-conf-2022-program

rstudio::conf(2022, “program”)

Community Data Wrangling Interactive Apps Machine Learning Publishing

software

RStartHere

A guide to some of the most useful R Packages that we know about

663

Best Practices Community Data Wrangling Machine Learning Visualization

software

rray

Simple Arrays

128

Data Wrangling

software

RPostgres

A DBI-compliant interface to PostgreSQL

337

Data Wrangling

software

RMariaDB

An R interface to MariaDB

137

Data Wrangling

software

rematch2

Tidy output from regular expression matches

Data Wrangling

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