Open-source R projects categorized as R

Top 23 R R Projects

  • ggplot2

    An implementation of the Grammar of Graphics in R

    Project mention: Visualizing shapefiles in R with sf and ggplot2! | dev.to | 2023-08-11


  • awesome-R

    A curated list of awesome R packages, frameworks and software.

    Project mention: Where to learn R? | /r/rprogramming | 2023-05-07
  • Mergify

    Tired of breaking your main and manually rebasing outdated pull requests?. Managing outdated pull requests is time-consuming. Mergify's Merge Queue automates your pull request management & merging. It's fully integrated to GitHub & coordinated with any CI. Start focusing on code. Try Mergify for free.

  • dplyr

    dplyr: A grammar of data manipulation

    Project mention: IS it possible for a R package to set an R option that only affects that package? | /r/Rlanguage | 2023-06-09

    There's an example of how to use zzz.R with a .onload() function to set options in the dplyr code base: https://github.com/tidyverse/dplyr/blob/bbcfe99e29fe737d456b0d7adc33d3c445a32d9d/R/zzz.r

  • r4ds

    R for data science: a book

    Project mention: Learning R & statistics | /r/Rlanguage | 2023-07-11

    One of the best free resources is the R4DS book by Hadley Wickham. You should make sure you start with the in progress second edition. https://r4ds.hadley.nz/

  • rmarkdown

    Dynamic Documents for R

    Project mention: new learner to R .. need help | /r/RStudio | 2023-06-16
  • DataScienceR

    a curated list of R tutorials for Data Science, NLP and Machine Learning

  • ggstatsplot

    Enhancing {ggplot2} plots with statistical analysis 📊📣

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • wesanderson

    A Wes Anderson color palette for R

    Project mention: Charging Progress bar that changes color with percentage and when charging | /r/kustom | 2022-10-31

    The gradient comes from an R library of colour palettes derived from Wes Anderson's movies. This one is from the Life Aquatic called "Zissou1": https://github.com/karthik/wesanderson

  • esquisse

    RStudio add-in to make plots interactively with ggplot2

  • blogdown

    Create Blogs and Websites with R Markdown

  • DiagrammeR

    Graph and network visualization using tabular data in R

  • tidyverse

    Easily install and load packages from the tidyverse

    Project mention: Discrimination of R in companies | /r/datascience | 2022-11-20

    What’s the original? Tidyverse, as it exists now, had it’s initial release in 2016. Pandas initial release was in 2009. AFAIK, ggplot2 and reshape are the only individual Tidyverse packages older than that.

  • rvest

    Simple web scraping for R

    Project mention: Collecting Data from News Articles using Web Scraping - Help | /r/rstats | 2023-06-01

    You’re looking for the rvest package

  • drake

    An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)

  • janitor

    simple tools for data cleaning in R

    Project mention: Working with columns names that are numbers (in this case, years) | /r/RStudio | 2022-10-15

    I would just clean the names and work with those. Then there is no need to use backticks. Read about the function clean_names in the janitor vignette: https://github.com/sfirke/janitor

  • tidyr

    Tidy Messy Data

  • purrr

    A functional programming toolkit for R

    Project mention: Is there anyway to make this code short? | /r/rprogramming | 2022-11-30

    It might be helpful to explore the purrr package as well: https://purrr.tidyverse.org/

  • sf

    Simple Features for R

    Project mention: Visualizing shapefiles in R with sf and ggplot2! | dev.to | 2023-08-11


  • tidytext

    Text mining using tidy tools :sparkles::page_facing_up::sparkles:

    Project mention: Erik Prince, Founder of Blackwater, Faces Indictment in Austria for Trafficking Arms to Libya in Violation of UN Arms Embargo | /r/law | 2023-06-17

    Others have explored Trump’s timeline and noticed this tends to hold up- and Trump himself does indeed tweet from a Samsung Galaxy. But how could we examine it quantitatively? I’ve been writing about text mining and sentiment analysis recently, particularly during my development of the tidytext R package with Julia Silge, and this is a great opportunity to apply it again.

  • lintr

    Static Code Analysis for R

  • forecast

    forecast package for R

    Project mention: Repost - R Package for Creating Linear Forecasting Models | /r/Rlanguage | 2023-04-30
  • httr

    httr: a friendly http package for R

    Project mention: Working with RStudio, Quarto projects, git, and Github across both Apple OS and Windows. . . what do I need to add to .gitignore to make my life easier??? | /r/RStudio | 2023-03-05

    .DS_Store # History files .Rhistory .Rapp.history # Session Data files .RData # User-specific files .Ruserdata # Example code in package build process *-Ex.R # Output files from R CMD build /*.tar.gz # Output files from R CMD check /*.Rcheck/ # RStudio files .Rproj.user/ # produced vignettes vignettes/*.html vignettes/*.pdf # OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3 .httr-oauth # knitr and R markdown default cache directories *_cache/ /cache/ # Temporary files created by R markdown *.utf8.md *.knit.md # R Environment Variables .Renviron

  • rstan

    RStan, the R interface to Stan

    Project mention: R packages in Colab - either speed up install, or import library? | /r/GoogleColab | 2022-11-27

    I have a Colab notebook with an R kernel that I'm using to share with students for remote lessons in statistics. This notebook relies on "rstanarm", which is pretty massive with the number of dependencies - it takes ~50minutes to install into a fresh Colab session with install.packages(). It seems the issue is that many of the dependencies of this package need to be compiled from source, which takes a long time on Linux distributions like Colab.

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-08-11.

R R related posts


What are some of the best open-source R projects in R? This list will help you:

Project Stars
1 ggplot2 6,064
2 awesome-R 5,570
3 dplyr 4,540
4 r4ds 4,112
5 rmarkdown 2,709
6 DataScienceR 1,931
7 ggstatsplot 1,771
8 wesanderson 1,766
9 esquisse 1,677
10 blogdown 1,651
11 DiagrammeR 1,640
12 tidyverse 1,487
13 rvest 1,418
14 drake 1,328
15 janitor 1,289
16 tidyr 1,281
17 purrr 1,184
18 sf 1,182
19 tidytext 1,139
20 lintr 1,108
21 forecast 1,060
22 httr 977
23 rstan 962
Static code analysis for 29 languages.
Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.