A curated list of awesome R frameworks, libraries and software.
- tidyverse/ggplot2 - An implementation of the Grammar of Graphics in R
- qinwf/awesome-R - A curated list of awesome R packages, frameworks and software.
- rstudio/shiny - Easy interactive web applications with R
- tidyverse/dplyr - dplyr: A grammar of data manipulation
- swirldev/swirl_courses - 🎓 A collection of interactive courses for the swirl R package.
- twitter/AnomalyDetection - Anomaly Detection with R
- hadley/r4ds - R for data science: a book
- rstudio/bookdown - Authoring Books and Technical Documents with R Markdown
- r-lib/devtools - Tools to make an R developer's life easier
- yihui/knitr - A general-purpose tool for dynamic report generation in R
- rstudio/rmarkdown - Dynamic Documents for R
- szilard/benchm-ml - A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
- ropensci/plotly - An interactive graphing library for R
- ujjwalkarn/DataScienceR - a curated list of R tutorials for Data Science, NLP and Machine Learning
- mlr-org/mlr - Machine Learning in R
- rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R.
- szcf-weiya/ESL-CN - The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
- topepo/caret - caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
- karthik/wesanderson - A Wes Anderson color palette for R
- tylermorganwall/rayshader - R Package for 2D and 3D mapping and data visualization
- rstudio/tensorflow - TensorFlow for R
- tidyverse/rvest - Simple web scraping for R
- rstudio/blogdown - Create Blogs and Websites with R Markdown
- ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
- google/CausalImpact - An R package for causal inference in time series
- rstudio/reticulate - R Interface to Python
- rstudio/gt - Easily generate information-rich, publication-quality tables from R
- rmcelreath/rethinking - Statistical Rethinking course and book package
- bbc/bbplot - R package that helps create and export ggplot2 charts in the style used by the BBC News data team
- rstudio/plumber - Turn your R code into a web API.
- tidymodels/broom - Convert statistical analysis objects from R into tidy format
- griffithlab/rnaseq_tutorial - Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.
- dreamRs/esquisse - RStudio add-in to make plots with ggplot2
- tidyverse/tidyr - Easily tidy data with spread and gather functions.
- swirldev/swirl - 🌀 Learn R, in R.
- juliasilge/tidytext - Text mining using dplyr, ggplot2, and other tidy tools ✨📄✨📄✨
- tidyverse/purrr - A functional programming toolkit for R
- tidyverse/tidyverse - Easily install and load packages from the tidyverse
- r-lib/httr - httr: a friendly http package for R
- sfirke/janitor - simple tools for data cleaning in R
- robjhyndman/forecast - forecast package for R
- ramnathv/slidify - Generate reproducible html5 slides from R markdown
- satijalab/seurat - R toolkit for single cell genomics
- tidyverse/magrittr - Improve the readability of R code with the pipe
- tidyverse/readr - Read flat files (csv, tsv, fwf) into R
- hrbrmstr/hrbrthemes - 🔏 Opinionated, typographic-centric ggplot2 themes and theme components
- jennybc/googlesheets - Google Spreadsheets R API
- r-spatial/sf - Simple Features for R
- jimhester/lintr - Static Code Analysis for R
- sparklyr/sparklyr - R interface for Apache Spark
- Robinlovelace/geocompr - Open source book: Geocomputation with R
- thomasp85/ggraph - Grammar of Graph Graphics
- wch/r-source - Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
- paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
- google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
- ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
- dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- r-lib/testthat - An R 📦 to make testing 😀
- rstudio/ggvis - Interactive grammar of graphics for R
- ramnathv/htmlwidgets - HTML Widgets for R
- HenrikBengtsson/future - 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
- amplab-extras/SparkR-pkg - R frontend for Spark
- rstudio/keras - R Interface to Keras
- rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
- rstudio/RStartHere - A guide to some of the most useful R Packages that we know about
- MilesMcBain/datapasta - On top of spaghetti, all covered in cheese....
- dkahle/ggmap - A package for plotting maps in R with ggplot2
- quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
- hadley/mastering-shiny - Mastering Shiny: a book
- KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
- hrbrmstr/waffle - 🍁 Make waffle (square pie) charts in R
- EmilHvitfeldt/r-color-palettes - Comprehensive list of color palettes available in r ❤️🧡💛💚💙💜
- jokergoo/circlize - Circular visualization in R
- jalapic/engsoccerdata - English and European soccer results 1871-2019
- jbkunst/highcharter - R wrapper for highcharts based on htmlwidgets
- christophergandrud/networkD3 - D3 JavaScript Network Graphs from R
- toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
- r-lib/usethis - Set up commonly used 📦 components
- hrbrmstr/ggalt - 🌎 Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
- joshuaulrich/quantmod - Quantitative Financial Modelling Framework
- ropensci/rtweet - 🐦 R client for interacting with Twitter's [stream and REST] APIs
- daattali/shinyjs - Easily improve the user experience of your Shiny apps in seconds
- mitchelloharawild/vitae - R Markdown Résumés and CVs
- tidyverse/lubridate - Make working with dates in R just that little bit easier
- pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
- r-lib/pkgdown - Generate static html documentation for an R package
- hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
- tidymodels/infer - An R package for tidyverse-friendly statistical inference
- mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
- gadenbuie/tidyexplain - 🤹♀ Animations of tidyverse verbs using R, the tidyverse, and gganimate
- fstpackage/fst - Lightning Fast Serialization of Data Frames for R
- dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
- tidyverse/reprex - Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
- hms-dbmi/UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
- jdblischak/workflowr - Organize your project into a research website
- tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
- noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
- sinhrks/ggfortify - Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
- EmilHvitfeldt/paletteer - 🎨🎨🎨 Collection of most color palettes in a single R package
- benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
- xiaodaigh/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- leeper/rio - A Swiss-Army Knife for Data I/O
- grabear/awesome-rshiny - An awesome R-shiny list!
- YuLab-SMU/ggtree - 🎄Visualization and annotation of phylogenetic trees
- greta-dev/greta - simple and scalable statistical modelling in R
- thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
- mtennekes/tmap - R package for thematic maps
- maksimhorowitz/nflscrapR - R Package for Scraping and Aggregating NFL Data
- dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
- rstudio/r2d3 - R Interface to D3 Visualizations
- daattali/timevis - Create interactive timeline visualizations in R
- rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
- r-lib/roxygen2 - Generate R package documentation from inline R comments
- r-dbi/bigrquery - An interface to Google's BigQuery from R.
- r-lib/styler - Non-invasive pretty printing of R code
- tidyverse/dtplyr - Data table backend for dplyr
- rstudio/renv - renv: Project environments for R.
- tidymodels/corrr - Explore correlations in R
- ropensci/tabulizer - Bindings for Tabula PDF Table Extractor Library
- elbersb/tidylog - Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.
- ThinkR-open/golem - A Framework for Building Robust Shiny Apps
- gadenbuie/regexplain - 🔍 An RStudio addin slash regex utility belt
- pbiecek/xai_resources - Interesting resources related to XAI (Explainable Artificial Intelligence)
- dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
- tidyverse/forcats - 🐈🐈🐈🐈: tools for working with categorical variables (factors)
- tidyverse/stringr - A fresh approach to string manipulation in R
- GuangchuangYu/hexSticker - ✨ Hexagon sticker in R
- ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
- tidyverse/modelr - Helper functions for modelling
- walkerke/tidycensus - Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
- marcusvolz/mathart - Create mathematical art with R
- davidgohel/officer - 👮 officer: office documents from R
- ggobi/ggally - R package that extends ggplot2
- ropensci/visdat - Preliminary Exploratory Visualisation of Data
- strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
- crsh/papaja - papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.
- dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
- rweekly/rweekly.org - R Weekly
- rstudio/packrat - Packrat is a dependency management system for R
- pablobarbera/Rfacebook - Dev version of Rfacebook package: Access to Facebook API via R
- jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
- ropensci/magick - Magic, madness, heaven, sin
- mkearney/tweetbotornot - 🤖 R package for detecting Twitter bots via machine learning
- igraph/rigraph - igraph R package
- richfitz/remake - Make-like declarative workflows in R
- tidyverts/tsibble - Tidy Temporal Data Frames and Tools
- swarm-lab/editR - A Rmarkdown editor with instant preview
- mages/googleVis - Interface between R and the Google Chart Tools
- awalker89/openxlsx - R package for .xlsx file reading and writing.
- ropensci/assertr - Assertive programming for R analysis pipelines
- christophM/iml - iml: interpretable machine learning R package
- tidyverse/tibble - A modern re-imagining of the data frame
- ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
- ryantimpe/brickr - 3D LEGO models and mosaics from images using R and #tidyverse
- r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
- MangoTheCat/goodpractice - Advice on R Package Building
- r-lib/progress - Progress bar in your R terminal
- EasyD/IntroToDataScience - GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
- boxuancui/DataExplorer - Automate Data Exploration and Treatment
- rich-iannone/blastula - Easily send great-looking HTML email messages from R
- plotly/dashR - Dash for R - An R interface to the Dash ecosystem for creating analytic web applications
- SurajGupta/r-source - R Source Code
- mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
- EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R 📄📄📄
- kabacoff/RiA2 - Source code for R in Action, Second Edition
- r-spatial/mapview - Interactive viewing of spatial data in R
- joey711/phyloseq - phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See the phyloseq front page:
- trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
- r-lib/R6 - Encapsulated object-oriented programming for R
- JohnCoene/coronavirus - 🦠 Novel Coronavirus (COVID-19) Tracker
- daattali/ggExtra - Add marginal histograms to ggplot2, and more ggplot2 enhancements
- malcolmbarrett/ggdag -
↙️ ↘️ An R package for working with causal directed acyclic graphs (DAGs) - ropensci/rplos - R client for the PLoS Journals API
- rich-iannone/pointblank - Validation of local and remote data tables
- bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
- mjockers/syuzhet - An R package for the extraction of sentiment and sentiment-based plot arcs from text
- cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
- r-lib/rlang - Low-level API for programming with R
- r-hub/rhub - R-hub API client
- hadley/emo - Easily insert emoji into R and RMarkdown
- r-lib/covr - Test coverage reports for R
- ajtulloch/Elements-of-Statistical-Learning - Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
- bstewart/stm - An R Package for the Structural Topic Model
- sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
- ropensci/RSelenium - An R client for Selenium Remote WebDriver
- JohnCoene/echarts4r - 🐳 ECharts 4 for R
- Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
- LKremer/ggpointdensity - 📈 📊 Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
- benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
- easystats/see - 🎨 Visualisation toolbox for beautiful and publication-ready figures
- swsoyee/2019-ncov-japan - 🦠 Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
- FrankPortman/bayesAB - 🐢 bayesAB: Fast Bayesian Methods for A/B Testing
- SymbolixAU/mapdeck - R interface to Deck.gl and Mapbox
- business-science/timetk - A toolkit for working with time series in R
- hrbrmstr/slackr - #️⃣ A package to send webhook API messages to Slack.com channels/users from R
- ropensci/rnoaa - R interface to many NOAA data APIs
- geoffjentry/twitteR - R based twitter client
- r-lib/fs - Provide cross platform file operations based on libuv.
- REditorSupport/languageserver - An implementation of the Language Server Protocol for R
- yrosseel/lavaan - an R package for structural equation modeling and more
- hafen/geofacet - R package for geographical faceting with ggplot2
- bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
- vnijs/radiant - Business analytics using R and Shiny
- stan-dev/rstanarm - rstanarm R package for Bayesian applied regression modeling
- salimk/Rcrawler - An R web crawler and scraper
- talgalili/heatmaply - Interactive Heat Maps for R Using plotly
- smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
- davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
- hughjonesd/huxtable - An R package to create styled tables in multiple output formats, with a friendly, modern interface.
- RamiKrispin/TSstudio - Tools for time series analysis and forecasting
- PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
- tidyverse/dbplyr - Database (DBI) backend for dplyr
- echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
- radiant-rstats/radiant - Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.
- Jean-Romain/lidR - R package for airborne LiDAR data manipulation and visualisation for forestry application
- wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
- nicolewhite/RNeo4j - Neo4j Driver for R.
- wch/extrafont - Tools for using fonts in R graphics
- corybrunson/ggalluvial - ggplot2 extension for alluvial plots
- r-lib/lobstr - Understanding complex R objects with tools similar to str()
- virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
- stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
- o2r-project/containerit - Package an R workspace and all dependencies as a Docker container
- rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
- r-lib/scales - Tools for ggplot2 scales
- PaulC91/shinyauthr - R package with shiny authentication modules
- rstudio/tufte - Tufte Styles for R Markdown Documents
- easystats/report - 📜 🎉 Automated reporting of objects in R
- ropensci/iheatmapr - Complex, interactive heatmaps in R
- klmr/modules - An alternative module system for R
- BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
- VerbalExpressions/RVerbalExpressions - 💬 Create regular expressions easily
- trevorstephens/titanic - Getting Started With R
- r-lib/cli - Tools for making beautiful & useful command line interfaces
- easystats/easystats - 🌌 The R easystats-project
- easystats/bayestestR - 👻 Utilities for analyzing Bayesian models and posterior distributions
- charlie86/spotifyr - R wrapper for Spotify's Web API
- toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
- r-lib/crayon - 🖍️ R package for colored terminal output
- r-lib/memoise - Easy memoisation for R
- data-cleaning/validate - Professional data validation for the R environment
- bergant/datamodelr - Data model diagrams in R
- nik01010/dashboardthemes - BETA: custom theme support for R Shinydashboard applications.
- markvanderloo/stringdist - String distance functions for R
- vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
- tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
- eddelbuettel/littler - A scripting and command-line front-end for GNU R
- kevinushey/rex - Friendly regular expressions for R.
- JohnCoene/waiter - 🕰️ Loading screens for Shiny
- ropensci/elastic - R client for the Elasticsearch HTTP API
- r-lib/pak - A fresh approach to package installation
- joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
- cwickham/purrr-tutorial - A introduction to purrr
- Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
- rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
- yihui/servr - A simple HTTP server in R
- leeper/margins - An R Port of Stata's 'margins' Command
- hadley/strict - Make R a little bit stricter
- NickCH-K/causalgraphs - R code for causal graph animations
- khanhnamle1994/statistical-learning - Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
- jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
- ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
- davidgohel/flextable - table farming
- vincentarelbundock/countrycode - R package: Convert country names and country codes. Assigns region descriptors.
- jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
- ewenharrison/finalfit - Quickly create elegant regression results tables and plots when modelling in R
- cdeterman/gpuR - R interface to use GPU's
- AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
- r-dbi/RSQLite - R interface for SQLite
- jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
- karthik/rdrop2 - Dropbox Interface from R
- Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
- susanli2016/Data-Analysis-with-R - Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
- clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
- sjmgarnier/viridis - Implementation of the Matplolib 'viridis' color map in R
- ropensci/stplanr - Sustainable transport planning with R
- r-lib/gmailr - Access the Gmail RESTful API from R.
- rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
- matloff/fasteR - Fast Lane to Learning R!
- mkearney/resist_oped - 🕵🏽♀️ Identifying the author behind New York Time’s op-ed from inside the Trump White House.
- hafen/trelliscopejs - TrelliscopeJS R Package
- ankane/jetpack - A friendly package manager for R
- trinker/topicmodels_learning - A repository of learning & R resources related to topic models
- r-lib/here - A simpler way to find your files
- Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
- datacarpentry/R-ecology-lesson - 📓 Data Carpentry R lessons on ecology.
- abresler/nbastatR - NBA Stats API Wrapper and more for R
- trinker/wakefield - Generate random data sets
- rstudio/distill - Distill for R Markdown
- ropensci/taxize - A taxonomic toolbelt for R
- r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
- dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
- talgalili/installr - Functions for installing softwares from within R
- hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
- ecpolley/SuperLearner - Current version of the SuperLearner R package
- dmi3kno/polite - Be nice on the web
- r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
- kolaczyk/sand - Statistical Analysis of Network Data with R
- datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
- tidyverse/googledrive - Google Drive R API
- ropensci/fulltext - Search across and get full text for OA & closed journals
- jennybc/send-email-with-r - How to send a bunch of email from R
- dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
- Tazinho/Advanced-R-Solutions - Set of solutions for the Advanced R programming book
- moldach/vapoRwave - 📼👾🕹Vaporwave themes and color palettes for ggplot2💾👨🎤📺
- jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
- ewenme/ghibli - Studio Ghibli colour palettes
- anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
- quanteda/spacyr - R wrapper to spaCy NLP
- cutterkom/generativeart - Create Generative Art with R
- tidymodels/tidypredict - Run predictions inside the database
- karthik/holepunch - Make your R project Binder ready
- r-spatial/RQGIS - RQGIS - integrating R with QGIS
- r-spatial/leafgl - R package for fast web gl rendering for leaflet
- ropensci/charlatan - Create fake data in R
- r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
- ropensci/software-review - rOpenSci Software Peer Review.
- rladies/starter-kit - Guidelines for starting up a local R-Ladies chapter 💜 🌍
- hadley/pryr - Pry open the covers of R
- Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
- jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
- bhaskarvk/leaflet.extras - Extra functionality for leaflet R package.
- rstudio/hex-stickers - RStudio hex stickers
- ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
- YinLiLin/R-CMplot - 📊 Circular and Rectangular Manhattan Plot
- tidymodels/rsample - Classes and functions to create and summarize resampling objects
- r-lib/vctrs - Vector types
- walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
- jennybc/r-graph-catalog - All graphs in “Creating More Effective Graphs”, made with R package ggplot2.
- HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
- dupadhyaya/rAnalyticsHHE - Repository for Online Classes
- briatte/ida - Introduction to Data Analysis, using R (2013)
- 16EAGLE/getSpatialData - An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
- wilkox/ggfittext - 🔠 ggplot2 geoms to fit text into boxes
- lockedata/datasauRus - R Package 📦 Containing the Datasaurus Dozen datasets 📊
- skardhamar/rga - R Google Analytics
- ropensci/tesseract - Bindings to Tesseract OCR engine for R
- r-lib/bench - High Precision Timing of R Expressions
- wilkox/treemapify - 🌳 Draw treemaps in ggplot2
- tidyverse/googlesheets4 - Google Spreadsheets R API (reboot of the googlesheets package)
- pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
- krlmlr/dm - Relational data models
- eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
- easystats/performance - 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
- asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
- yihui/formatR - Format R Code Automatically
- ropensci/opendata - CRAN OpenData Task View
- maxtoki/baseball_R - Companion to Analyzing Baseball Data with R
- alastairrushworth/inspectdf - 📈 📊 Tools for Exploring and Comparing Data Frames
- SymbolixAU/googleway - R Package for accessing and plotting Google Maps
- nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
- dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
- briatte/ggnet - Network visualization with ggplot2
- r-lib/conflicted - An alternative conflict resolution strategy for R
- jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
- robjhyndman/tsfeatures - Time series features
- rpremraj/mailR - A utility to send emails from the R programming environment
- jennybc/code-smells-and-feels - Talk on code smells and feels and how to change that via refactoring
- christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
- joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
- brodieG/diffobj - Compare R Objects with a Diff
- r-lib/callr - Call R from R
- statsmaths/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- microsoft/microsoft-r-open - Microsoft R Open Source
- griffithlab/GenVisR - Genome data visualizations
- jackwasey/icd - Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R
- Chicago/RSocrata - Provides easier interaction with Socrata open data portals http://dev.socrata.com. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SoDA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format. Manages throttling by 'Socrata'.
- bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
- thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
- scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
- yihui/animation - A gallery of animations in statistics and utilities to create animations
- dataspelunking/MLwR - Machine Learning with R
- stan-dev/shinystan - shinystan R package and ShinyStan GUI
- r-spatial/mapedit - Interactive editing of spatial data in R
- wilkox/gggenes - ➡️️➡️️⬅️️➡️️ Draw gene arrow maps in ggplot2
- leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
- bleutner/RStoolbox - Remote Sensing Analysis in R
- yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
- bbolker/broom.mixed - tidy methods for mixed models in R
- zatonovo/lambda.r - Functional programming in R
- ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
- mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
- microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
- r-simmer/simmer - Discrete-Event Simulation for R
- OpenIntroStat/openintro - 📦 R package for data and supplemental functions for OpenIntro resources
- kbroman/broman - R/broman: A package with Karl Broman's personal R code
- rexyai/RestRserve - R web API framework for building high-performance microservices and app backends
- ndphillips/VisualResume - An R package for creating a visual resume
- erocoar/gghalves - ✂️ Easy half-half geoms in ggplot2
- strengejacke/sjstats - Statistical Functions for Regression Models
- mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
- immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
- hgeorgako/rfortraders - Quantitative Trading with R
- edwindj/whisker - {{mustache}} for R
- ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
- rstudio/pool - Object Pooling in R
- rspatial/terra - R package for spatial data handling
- ropenscilabs/learngganimate - A living, breathing community exploration of the gganimate R package. A rOpenSci #ozunconf2018 project
- renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
- johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
- gaborcsardi/prompt - Dynamic R prompt
- AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
- rOpenGov/eurostat - R tools for Eurostat data
- mllg/checkmate - Fast and versatile argument checks
- hadley/assertthat - User friendly assertions for R
- mkearney/tidyversity - 🎓 Tidy tools for academics
- gluc/data.tree - General Purpose Hierarchical Data Structure for R
- ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
- rstudio/promises - A promise library for R
- ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
- RomanTsegelskyi/rbooks - A curated list of #rstats books
- juba/explor - Interfaces for Multivariate Analysis in R
- holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
- Bart6114/jug - jug: A Simple Web Framework for R
- katiejolly/nationalparkcolors - R package for color themes inspired by national parks
- docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
- USGS-R/dataRetrieval - This R package is designed to obtain USGS or EPA water quality sample data, streamflow data, and metadata directly from web services. See: http://usgs-r.github.io/dataRetrieval/
- rstudio/config - config package for R
- massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
- therneau/survival - Survival package for R
- nanxstats/liftr - Containerize R Markdown documents for continuous reproducibility
- Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
- JohnCoene/g2r - 📈 Grammar of graphics for interactive visualisations
- schochastics/graphlayouts - new layout algorithms for network visualizations in R
- ropensci/textreuse - Detect text reuse and document similarity
- kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
- jeffreyhorner/Rook - A web server interface for R
- edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
- dreamRs/billboarder - 📊 R Htmlwidget for billboard.js
- ranalytics/r-tutorials - Приложения к книге "Статистический анализ и визуализация данных с помощью R"
- mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
- const-ae/ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots
- yonicd/carbonate - carbon.js for R
- BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
- bergant/finstr - 📈 Financial statements in R
- abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
- renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
- faridcher/ml-course - Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
- erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
- syberia/syberia - Syberia: The development framework for R
- mikelove/bioc-refcard - Bioconductor cheat sheet
- maxheld83/ghactions - GitHub actions for R and accompanying R package
- oswaldosantos/ggsn - R package to add north symbols and scale bars to maps created with ggplot or ggmap
- MatsuuraKentaro/RStanBook - 『StanとRでベイズ統計モデリング』のサポートページです.
- ankane/dbx - A fast, easy-to-use database library for R
- smbache/import - An Import Mechanism For R
- microbiome/microbiome - microbiome R package
- MarkEdmondson1234/googleAuthR - Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
- JulianHill/R-Tutorials - Code from the r tutorial on my blog
- HenrikBengtsson/future.apply - 🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures
- decryptr/decryptr - An extensible API for breaking captchas
- kjhealy/revere - Finding Paul Revere
- trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
- timelyportfolio/listviewer - R htmlwidget to view lists
- ropensci/rentrez - talk with NCBI entrez using R
- RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
- mkearney/textfeatures - 👷♂️ A simple package for extracting useful features from character objects 👷♀️
- twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
- stefano-meschiari/latex2exp - Use LaTeX in R. More LaTeX, less plotmath!
- nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
- HenrikBengtsson/matrixStats - R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
- will-r-chase/aRt - Generative or data-driven artwork made with R
- r-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns 🗺️ in R
- jseidman/hadoop-R - Example code for running R on Hadoop
- ropensci/rnaturalearth - an R package to hold and facilitate interaction with natural earth map data 🌍
- ropensci/gender - Predict Gender from Names Using Historical Data
- r-lib/gh - Minimalistic GitHub API client in R
- rexyai/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- cbail/textnets - R package to perform automated text analysis using network techniques
- mplatzer/BTYDplus - R package for Customer Behavior Analysis
- MangoTheCat/rmdshower - R Markdown template for shower
- laresbernardo/lares - R Library for Analytics and Machine Learning
- hrbrmstr/docxtractr - ✂️ Extract Tables from Microsoft Word Documents with R
- hms-dbmi/scde - R package for analyzing single-cell RNA-seq data
- m-clark/Miscellaneous-R-Code - Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.
- gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
- zatonovo/futile.logger - A logging package in R similar to log4j
- strengejacke/sjmisc - Data transformation and utility functions for R
- ropensci/googleLanguageR - R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API
- RLesur/Rcade - Games to procrastinate with RStudio
- HenrikBengtsson/progressr - 三 R package: An Inclusive, Unifying API for Progress Updates
- haven-jeon/KoNLP - R package for Korean NLP
- youngwoos/Doit_R - <Do it! 쉽게 배우는 R 데이터 분석> 저장소
- ropensci/rcrossref - R client for various CrossRef APIs
- r-lib/keyring - 🔐 Access the system credential store from R
- WLOGSolutions/RSuite - The most complete R development and data science platform.
- soodoku/tuber - 🍠 Access YouTube from R
- ropensci/qualtRics - Download ⬇️ Qualtrics survey data directly into R!
- ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
- omarwagih/ggseqlogo - Publication-quality sequence logos in R
- JoaquinAmatRodrigo/Estadistica-con-R - Apuntes personales sobre estadística, machine learning y lenguaje de programación R
- ropensci/biomartr - Genomic Data Retrieval with R
- kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics
- iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
- timelyportfolio/d3r - d3.js helpers for R
- Non-Contradiction/JuliaCall - Embed Julia in R
- cavaunpeu/statistical-rethinking - Solutions for the practice problems
- xia-lab/MetaboAnalystR - R package for MetaboAnalyst
- trinker/textclean - Tools for cleaning and normalizing text data
- thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
- rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
- randyzwitch/RSiteCatalyst - R package to access Adobe Analytics Reporting API v1.4
- oscarperpinan/spacetime-vis - Sources of the book "Displaying time series, spatial and space-time data with R" (1st Edition)
- noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
- nexr/RHive - RHive is an R extension facilitating distributed computing via Apache Hive.
- nathaneastwood/poorman - A copy of dplyr verbs using only base R
- knausb/vcfR - Tools to work with variant call format files
- eddelbuettel/anytime - Anything to POSIXct or Date Converter
- daroczig/logger - A lightweight, modern and flexible, log4j and futile.logger inspired logging utility for R
- cloudyr/googleComputeEngineR - An R interface to the Google Cloud Compute API, for launching virtual machines
- RLesur/crrri - A Chrome Remote Interface written in R
- easystats/insight - 🔮 Easy access to model information for various model objects
- dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
- RobWHickman/ggparliament - Simple parliament plots using ggplot2
- spatstat/spatstat - Development version of 'spatstat' package ..............................
- ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
- datastorm-open/shinymanager - Simple and secure authentification mechanism for single shiny applications.
- ropensci/osmplotr - Data visualisation using OpenStreetMap objects
- r-lib/asciicast - Turn R scripts into terminal screencasts
- renanxcortes/springerQuarantineBooksR - Download all books made available by Springer during the COVID-19 quarantine!
- rCarto/osrm - Shortest Paths and Travel Time from OpenStreetMap with R
- ColumbusCollaboratory/cognizer - R package to call IBM Watson services.
- ropenscilabs/roomba - General purpose API response tidier
- ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
- r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
- ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
- WinVector/wrapr - Wrap R for Sweet R Code
- philchalmers/mirt - Multidimensional item response theory
- nteetor/yonder - A reactive web framework built on shiny
- joshkatz/r-script - A simple little module for passing data from NodeJS to R (and back again).
- hughjonesd/santoku - A versatile cutting tool for R
- ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
- eddelbuettel/drat - Drat R Archive Template
- seankross/lego - 😃 R data package featuring every Lego set from 1970 to 2015
- KlausVigo/phangorn - Phylogenetic analysis in R
- edgararuiz/dbplot - Simplifies plotting of database and sparklyr data
- corynissen/fitbitScraper - R package to scrape fitbit data
- ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
- alyssafrazee/ballgown - Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.
- r-lib/ellipsis - Tools for Working with ...
- Keiku/kaggle-airbnb-recruiting-new-user-bookings - 2nd Place Solution in Kaggle Airbnb New User Bookings competition
- jmstanto/data-science-r - R code and documentation for "Introduction to Data Science" by Jeffrey Stanton
- daroczig/fbRads - Analyze and manage Facebook ads from R using this client library to access their Marketing APIs
- cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
- yihui/printr - Some (magical) printing methods for knitr
- stephenturner/annotables - R data package for annotating/converting Gene IDs
- r-lib/rprojroot - Finding files in project subdirectories
- leeper/meme - Meme Generation in R
- greenplum-db/PivotalR - An convenient R tool for manipulating tables in PostgreSQL type databases and a wrapper of Apache MADlib.
- cvxgrp/CVXR - An R modeling language for convex optimization problems.
- Appsilon/shiny.router - A minimalistic router for your Shiny apps.
- aertslab/SCENIC - SCENIC is an R package to infer Gene Regulatory Networks and cell types from single-cell RNA-seq data.
- schochastics/networkdata - R package containing several network datasets
- ropensci/jqr - R interface to jq
- mllg/batchtools - Tools for computation on batch systems
- MarkEdmondson1234/ga-dashboard-demo - A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL
- hrbrmstr/sergeant - 💂♂️ Tools to Transform and Query Data with 'Apache' 'Drill'
- vertica/ddR - Standard API for Distributed Data Structures in R
- tomwenseleers/export - R package for streamlined export of graphs and data tables.
- r-lib/available - Check if a package name is available to use
- PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
- hadley/lazyeval - Lazy evaluation: an alternative to non-standard evaluation (NSE) for R
- tidyverse/hms - A simple class for storing time-of-day values
- ropenscilabs/dataspice - 🌶️ Create lightweight schema.org descriptions of dataset
- lorenzwalthert/precommit - pre-commit hooks for R projects
- lindbrook/cholera - R Package for Analyzing John Snow's 1854 Cholera Map
- jennybc/repurrrsive - Recursive lists to use in teaching and examples, because there is no iris data for lists.
- edwindj/daff - Diff, patch and merge for data.frames, see http://paulfitz.github.io/daff/
- ropensci/piggyback - 📦 for using large(r) data files on GitHub
- ropenscilabs/umapr - UMAP dimensionality reduction in R
- ndphillips/FFTrees - An R package to create and visualise fast-and-frugal decision trees (FFTs)
- kassambara/rstatix - Pipe-friendly Framework for Basic Statistical Tests in R
- datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
- christophsax/tsbox - tsbox: Class-Agnostic Time Series in R
- beechung/Latent-Factor-Models - R functions for fitting latent factor models with internal computation in C/C++
- ujjwalkarn/xda - R package for exploratory data analysis
- rte-antares-rpackage/manipulateWidget - Add More Interactivity to htmlwidgets
- rstudio/bigdataclass - Two-day workshop that covers how to use R to interact databases and Spark
- ropensci/osfr - R interface to the Open Science Framework (OSF)
- r-lib/rray - Simple Arrays
- r-lib/debugme - Easy and efficient debugging for R packages
- richfitz/stevedore - ☁️🚣🐳☁️ Docker client for R
- mkearney/pkgverse - 📦🔭🌠 Create your own universe of packages à la tidyverse
- beanumber/etl - R package to facilitate ETL operations
- sckott/analogsea - Digital Ocean R client
- robjhyndman/anomalous-acm - Anomalous time series package for R (ACM)
- minimaxir/reddit-bigquery - Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily
- markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
- Kaggle/docker-rstats - Kaggle R docker image
- JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
- andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
- xiaolei-lab/rMVP - 📮 A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
- ShichenXie/scorecard - Scorecard Development in R, 评分卡
- jkaupp/tidytuesdays - Entries for tidytuesday
- GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
- delta-rho/trelliscope - Detailed Visualization of Large Complex Data in R
- SMAPPNYU/smappR - R tools for analysis of Twitter data
- quandl/quandl-r - This is Quandl's R Package
- rstudio/rstudioapi - Safely access RStudio's API (when available)
- Ironholds/pystr - Python String Methods in R.
- easystats/parameters - 📊 Computation and processing of models' parameters
- yihui/recharts - An R Interface to ECharts
- XD-DENG/ECharts2Shiny - To insert interactive charts from ECharts into R Shiny applications (在R Shiny app中插入ECharts可交互图形)
- Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
- stephenturner/qqman - An R package for creating Q-Q and manhattan plots from GWAS results
- skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
- sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
- prestodb/RPresto - DBI-based adapter for Presto for the statistical programming language R.
- nschiett/fishualize - The fishualize package provides color scales and silhouettes for plotting in R based on nature’s most stunning and colorful organisms: teleost fishes (with a few chondrichthyan cameos).
- lockedata/starters - R Package 📦 for initializing projects for various R activities 🔩
- lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
- georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurídica (CNPJ)
- dirkschumacher/llr - Lisp-like-R: A lisp that compiles to R in R
- cpsievert/pitchRx - Tools for scraping MLB Gameday data and Visualizing PITCHf/x
- colearendt/tidyjson - Tidy your JSON data in R with tidyjson
- thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
- swarm-lab/Rvision - Basic computer vision library for R
- seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
- privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
- miraisolutions/xlconnect - XLConnect: Excel Connector for R
- GuangchuangYu/ggimage - 🎨 Use Images in ggplot2
- emitanaka/anicon - Animated icons for R markdown and Shiny apps
- ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
- Pakillo/template - A template for research projects structured as R packages
- MilesMcBain/friendlyeval - A friendly interface to tidyeval/rlang that will excuse itself when you're done.
- mdlincoln/clipr - R functions for reading and writing from the system clipboard
- hadley/secure - Secure private R data in public packages
- avehtari/ROS-Examples - Regression and other stories R examples
- AdrianAntico/RemixAutoML - R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
- R-ArcGIS/r-sample-tools - Sample tools illustrating R usage in geoprocessing scripts
- MacoskoLab/liger - R package for integrating and analyzing multiple single-cell datasets
- hrecht/censusapi - R package to retrieve Census data and metadata via API
- adletaw/captioner - an R package for generating figure/table numbers and captions, especially for Rmd docs
- RGLab/MAST - Tools and methods for analysis of single cell assay data in R
- nsgrantham/ggdark - Dark mode for ggplot2 themes
- merlinoa/shinyFeedback - display user feedback next to Shiny inputs
- trinker/reports - An R package to assist in the workflow of writing academic articles and other reports
- royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
- ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
- gimoya/theBioBucket-Archives - R-Code used in my blog theBioBucket
- cosname/art-r-translation - 《R语言编程艺术》翻译项目文件
- al2na/methylKit - R package for DNA methylation analysis
- r-quantities/units - Measurement units for R
- hrbrmstr/statebins - Alternative to choropleths of US States ala http://bit.ly/statebins
- chrisalbon/code_r - Collection of R Scripts for Reuse
- tidyverse/design - Tidyverse design principles
- r-lib/pillar - Format columns with colour
- pablobarbera/streamR - Dev version of streamR package: Access to Twitter Streaming API via R
- kbodwin/flair - decorate your R code
- hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
- hadley/babynames - An R package containing US baby names from the SSA
- daattali/shinyalert - Easily create pretty popup messages (modals) in Shiny
- boboppie/kruschke-doing_bayesian_data_analysis - John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS
- phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
- neuropsychology/psycho.R - Efficient and Publishing-Oriented Workflow for Psychological Science
- mkearney/rstudiothemes - A curated list of RStudio themes found on Github
- JesseVent/crypto - Cryptocurrency Historical Market Data R Package
- egenn/rtemis - Advanced Machine Learning and Visualization
- chasemc/electricShine - Create Standalone Installable Shiny Apps
- Azure/doAzureParallel - A R package that allows users to submit parallel workloads in Azure
- uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
- richarddmorey/BayesFactor - BayesFactor R package for Bayesian data analysis with common statistical models.
- HenrikBengtsson/Wishlist-for-R - Features and tweaks to R that I and others would love to see - feel free to add yours!
- crowding/vadr - Making R a better language
- briatte/ggnetwork - Geoms to plot networks with ggplot2
- wviechtb/metafor - A Meta-Analysis Package for R
- trevorld/r-optparse - R package providing a command line optional argument parser
- MarkEdmondson1234/searchConsoleR - R interface with Google Search Console API v3, including Search Analytics.
- jthaman/ciTools - An R Package for Quick Uncertainty Intervals
- jonathanbratt/RBERT - Implementation of BERT in R
- cloudyr/rmote - Utilities for running R on a remote server
- bwlewis/rredis - R client for Redis
- xfim/ggmcmc - Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
- Torvaney/ggsoccer - Plot soccer event data in R/ggplot2
- metacran/mason - A friendly craftsman that builds you great R packages
- tkonopka/umap - Uniform Manifold Approximation and Projection - R package
- sjewo/cartogram - r package for cartogram creation
- HenrikBengtsson/startup - 🔧 R package: startup - Friendly R Startup Configuration
- earowang/hts - Hierarchical and Grouped Time Series
- Tazinho/snakecase - 🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
- ropensci/monkeylearn - 🐒 R package for text analysis with Monkeylearn 🐒
- Pakillo/grateful - Facilitate citation of R packages
- jburkhardt/RAdwords - Loading Google Adwords Data into R
- aloysius-lim/bigrf - Random forests for R for large data sets, optimized with parallel tree-growing and disk-based memory
- wch/harbor - An R package for controlling docker containers on local and remote hosts
- ropensci/rorcid - A programmatic interface the Orcid.org API
- ropensci/gistr - Interact with GitHub gists from R
- richfitz/storr - 📦 Object cacher for R
- patperry/r-utf8 - UTF-8 Text Processing (R Package)
- GuangchuangYu/badger - Badge for R Package
- emitanaka/shinycustomloader - Add a custom loader for R shiny
- datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
- calthaus/ncov-cfr - R code and documentation to estimate case fatality ratio of COVID-19 from cases outside China
- byaxb/RDataAnalytics - Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
- beanumber/openWAR - An R package enabling the computation of openWAR using MLBAM data
- seanchrismurphy/A-Psychologists-Guide-to-R - A repository containing the course notes and worked examples for a six week course in the R statistical programming language aimed at helping psychology students and faculty to learn R. This course was taught live at the University of Melbourne, Australia in 2016.
- robjhyndman/anomalous - Anomalous time series package for R
- r-lib/desc - Manipulate DESCRIPTION files
- pablobarbera/instaR - Dev version of instaR package: Access to Instagram API via R
- mschubert/clustermq - R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH
- easystats/correlation - 🔗 Methods for Correlation Analysis
- christophsax/seasonal - R interface to X-13ARIMA-SEATS
- AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) √
- TuGengs/Text_Mining - 基于R语言的文本挖掘,用于分析演讲人的情感成分
- statsmaths/kerasR - R interface to the keras library
- statsbomb/StatsBombR - This repository is an R package to easily stream StatsBomb data from the API using your log in credentials or from the Open Data GitHub repository cost free into R .
- rspatial/raster - R raster package
- rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
- jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
- ianmcook/tidyquery - Query R data frames with SQL
- hrbrmstr/splashr - 💦 Tools to Work with the 'Splash' JavaScript Rendering Service in R
- rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
- mlr-org/shinyMlr - shiny-mlr: Integration of the mlr package into shiny
- cloudyr/MTurkR - R Client for the MTurk Requester API
- carlganz/rintrojs - Wrapper for the Intro.js library
- andrewheiss/colourlovers - 🎨 📦 R Client for the COLOURlovers API
- TommyJones/textmineR - An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.
- rubenarslan/codebook - Cook rmarkdown codebooks from metadata on R data frames
- ropenscilabs/trackmd - Tools for tracking changes in Markdown format within RStudio
- ropensci/ezknitr - Avoid the typical working directory pain when using 'knitr'
- hilaryparker/mansplainr - Mansplaining R
- gadenbuie/countdown - ⏲ countdown timer for R Markdown slides and HTML docs
- computationalstylistics/stylo - R package for stylometric analyses
- ColinFay/attempt - Tools for defensive programming in R
- atlanhq/rLandsat - R Package to make Landsat8 data accessible
- SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
- stan-dev/loo - loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
- r-lib/withr - Methods For Temporarily Modifying Global State
- r-lib/rcmdcheck - Run R CMD check from R and collect the results
- r-lib/evaluate - A version of eval for R that returns more information about what happened
- renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
- rCarto/linemap - ♒ Create maps made of lines
- OHDSI/PatientLevelPrediction - An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
- JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
- jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
- hadley/nycflights13 - An R data package containing all out-bound flights from NYC in 2013 + useful metdata
- dbdahl/rscala - The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.
- cboettig/template - 📦 A template for my research projects, based on the R package structure
- 16EAGLE/moveVis - An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.
- yihui/runr - Run external programs from R (experimental)
- velocyto-team/velocyto.R - RNA velocity estimation in R
- nteetor/prairie - Get web applications growing in R
- KKPMW/basetheme - Themes for base plotting system in R
- jasdumas/shinyLP - A R package for Bootstrap Components to make Landing Home Pages for Shiny 🌐
- flaviobarros/shiny-wordcloud - Example dockerized Shiny App
- dipanjanS/learning-social-media-analytics-with-r - This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
- agstudy/rsqlserver - Sql Server driver database interface (DBI) driver for R. This is a DBI-compliant Sql Server driver based on the System.Data.SqlClient.
- singmann/afex - Analysis of Factorial EXperiments (R package)
- quanteda/readtext - an R package for reading text files
- mikldk/roxytest - Inline testthat tests with roxygen2
- mfrasco/Metrics - An R package for common supervised machine learning metrics.
- jalapic/RPackage - Materials for writing an R Package
- hrbrmstr/newsflash - Tools to Work with the Internet Archive and GDELT Television Explorer in R
- FujitsuLaboratories/COMEVIZZ - COMEVIZZ is COde MEtrics VIsualiZation with Z-Score.
- fawda123/rStrava - Functions to access data from Strava's v3 API.
- eddelbuettel/rpushbullet - R interface to the awesome Pushbullet service
- ardata-fr/mschart - 📊 mschart: office charts from R
- rstudio-conf-2020/big-data - 🔧 Use dplyr to analyze Big Data 🐘
- r-lib/async - Asynchronous HTTP and computation in R
- krlmlr/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
- DUanalytics/rAnalytics - Analytics in R
- dankelley/oce - R package for oceanographic processing
- badbye/baidumap - R interface of baidu map api
- stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
- r-spatial/rgee - Google Earth Engine for R
- ropensci/webchem - Chemical Information from the Web
- ropensci/EML - Ecological Metadata Language interface for R: synthesis and integration of heterogenous data
- ropensci/cyphr -
Humane encryption
- ropensci/ckanr - R client for the CKAN API
- ropensci/bib2df - Parse a BibTeX file to a tibble
- Robinlovelace/spatial-microsim-book - Code, data and prose of the book: Spatial Microsimulation with R
- matloff/regtools - Various tools for linear, nonlinear and nonparametric regression.
- giswqs/whiteboxR - WhiteboxTools R Frontend
- elliottmorris/politicaldata - 🗳📊An R package for acquiring and analyzing political data — including polls, election results, legislator information, and demographic data.
- eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
- danicat/datasus - An Interface for the Brazilian Public Healthcare Data Repository (DATASUS) for the R Language
- sewardlee337/finreportr - R package - Financial Data from U.S. Securities and Exchange Commission
- ropensci/RefManageR - R package RefManageR
- mtennekes/tabplot - R package for tableplot visualisation
- mpiccirilli/Rlinkedin - Dev version of access to LinkedIn API via R
- line/conflr - Post R Markdown documents to Confluence
- jhollist/elevatr - An R package for accessing elevation data
- grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic data
- davebraze/FDBeye - R tools for eyetracker workflows.
- benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
- yihui/rmini - A minimal R package with examples of most common components
- xrobin/pROC - Display and analyze ROC curves in R and S+
- vimc/orderly - 🏥🚑 Lightweight Reproducible Reporting for R
- r-music/chorrrds - R package to extract music chords
- rkillick/changepoint - A place for the development version of the changepoint package on CRAN.
- paws-r/paws - Paws, a package for Amazon Web Services in R
- njtierney/brolgar - BRowse Over Longitudinal Data Graphically and Analytically in R
- juliasilge/janeaustenr - An R Package for Jane Austen's Complete Novels 📙
- jknowles/r_tutorial_ed - R Tutorial for Educational Data Users
- cwatson/brainGraph - Graph theory analysis of brain MRI data
- curso-r/auth0 - Authentication in shinyapps using Auth0 service
- aoles/shinyURL - 🔗 Save and restore the state of Shiny app's widgets by encoding them in an URL query string
- amrrs/animated_bar_charts_in_R - Code to demo how to build Animated Bar Charts in R
- trinker/lexicon - A data package containing lexicons and dictionaries for text analysis
- trestletech/shinyStore - R package that adds HTML5 Local Storage support to Shiny
- sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
- ropensci/git2rdata - An R package for storing and retrieving data.frames in git repositories.
- r-lib/gargle - Infrastructure for calling Google APIs from R, including auth
- psolymos/pbapply - Adding progress bar to '*apply' functions in R
- opensdmx/rsdmx - Tools for reading SDMX data and metadata in R
- matthewjdenny/SpeedReader - High Performance Text Processing in R
- jacob-long/interactions - A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the
jtools
package. - hrbrmstr/darksky - ☁️ R interface to the Dark Sky API [APPLE IS SHUTTING DOWN THE API 2021-12-31]
- genome/sciclone - An R package for inferring the subclonal architecture of tumors
- dreamRs/gfonts - 🔤 Offline Google Fonts for rmarkdown and shiny
- abresler/markovifyR - Markovify wrapper for R
- timelyportfolio/vueR - vue.js for R
- ropensci/spelling - Tools for Spell Checking in R
- ramhiser/datamicroarray - A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.
- quanteda/stopwords - Multilingual Stopword Lists in R
- hrbrmstr/freebase - 👃🏽A 'usethis'-like Package for Base R Pseudo-equivalents of 'tidyverse' Code
- ggobi/cranvas - Interactive graphics in R using Qt interfaces, a descendant of ggobi software
- davidski/evaluator - ⚖Open Source Toolkit for Quantitative Risk Assessment
- datacamp/datacamp - R package to create interactive courses for www.datacamp.com
- cpsievert/rdom - Render and parse dynamic web pages from R
- covid19datahub/COVID19 - Unified data hub for a better understanding of COVID-19
- ayayron/shinydnd - Creating drag and drop elements in Shiny
- aschinchon/travelling-salesman-portrait - An experiment in R to convert photos into single-line-drawings
- Xiaodan/Coursera-R-Programming - Repo for Coursera.com online course: R Programming
- WinVector/WVPlots - Pre-packaged plots in R
- nredell/forecastML - An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
- lockedata/namer - R package 📦 for labelling chunks of RMarkdown files! 💥
- jdeboer/ganalytics - Interact with Google Analytics using R
- garrettgman/ggsubplot - Embed subplots in ggplot2 graphics in R
- wilkelab/gridtext - Improved text rendering support for grid graphics in R
- tomogradyucl/Causal-Inference-for-Beginning-Undergraduates - An introductory course on causal inference. Designed for undergraduate students with only a working knowledge of R and multiple regression. Light on maths, heavy on intuition and practical examples.
- tjmahr/WrapRmd - RStudio addin for wrapping RMarkdown paragraphs
- ThinkR-open/fcuk - A R package designed to help people with clumsy fingers.
- ThinkR-open/fakir - Create Fake Data in R for tutorials
- ropensci/Rclean - Isolate essential code to re-produce specific results.
- r-lib/waldo - Find differences between R objects
- ranalytics/data-mining - Материалы к книге "Классификация, регрессия, и другие алгоритмы Data Mining с использованием R"
- mdozmorov/scRNA-seq_notes - A list of scRNA-seq analysis tools
- haozhu233/giphyr - A R package for giphy API
- e-sensing/sits - Satellite image time series in R
- dirkschumacher/armacmp - 🚀 Automatically compile linear algebra R code to C++ with Armadillo
- chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
- ANTsX/ANTsR - Advanced Normalization Tools in R
- abichat/favoriteRpackages - My favorite R packages
- yonicd/bplyr - basic dplyr and tidyr functionality without the tidyverse dependencies
- woobe/rPlotter - Wrapper functions that make plotting in R a lot easier for beginners.
- tudo-r/BatchJobs - BatchJobs: Batch computing with R
- smbache/loggr - Easy and flexible logging for R
- ropensci/crul - R6 based http client for R (made for developers)
- robjhyndman/fpp2-package - All data sets required for the examples and exercises in the book "Forecasting: principles and practice" by Rob J Hyndman and George Athanasopoulos. All packages required to run the examples are also loaded.
- mewo2/medley - A system for blending regression models in R
- kiernann/gluedown - R package to wrap vectors in markdown syntax
- FantasyFootballAnalytics/ffanalytics - ffanalytics R package
- EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
- csgillespie/poweRlaw - This package implements both the discrete and continuous maximum likelihood estimators for fitting the power-law distribution to data. Additionally, a goodness-of-fit based approach is used to estimate the lower cutoff for the scaling region.
- tylermorganwall/skpr - Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.
- today-is-a-good-day/emojis - Set up a proper Emoticons dictionary for R to analyze emojis in tweets
- schochastics/Rokemon - Pokemon themed R package
- rbertolusso/intubate - <||> Interfaces to Popular R Functions for Data Science Pipelines, and More
- ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
- PF2-pasteur-fr/SARTools - Statistical Analysis of RNA-Seq Tools
- pablobarbera/Rdataviz - Materials for workshop "Data Visualization with R and ggplot2"
- leifeld/texreg - Conversion of R Regression Output to LaTeX or HTML Tables
- johnmyleswhite/r_recommendation_system - Data and code for the Dataists R recommendation system contest
- gtatters/Thermimage - R Package for working with radiometric thermal image files and data
- yanyachen/rBayesianOptimization - Bayesian Optimization of Hyperparameters
- terrytangyuan/lfda - Local Fisher Discriminant Analysis in R
- r-transit/tidytransit - R package for working with the General Transit Feed Specification (GTFS)
- rstudio/addinexamples - An R package showcasing how RStudio addins can be registered and used.
- ropensci/spocc - Species occurrence data toolkit for R
- ropensci/opencage - 🌐 R package for the OpenCage API -- both forward and reverse geocoding 🌐
- leeper/prediction - Tidy, Type-Safe 'prediction()' Methods
- jumpingrivers/meetingsR - A list of R conferences and user groups
- joachim-gassen/ExPanDaR - R Package for Interactive Panel Data Exploration
- hadley/requirements - Find packages required for code to run
- GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
- gluc/ahp - Analytical Hierarchy Process (AHP) with R
- gaborcsardi/secret - 🔐 Secure sharing of sensitive information in R packages
- cscheid/rgithub - R bindings for the github API
- ChristophH/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
- chengjun/Data-Mining-With-R - data_mining_with_r
- bvieth/powsimR - Power analysis is essential to optimize the design of RNA-seq experiments and to assess and compare the power to detect differentially expressed genes. PowsimR is a flexible tool to simulate and evaluate differential expression from bulk and especially single-cell RNA-seq data making it suitable for a priori and posterior power analyses.
- wch/rgcookbook - R Graphics Cookbook
- trackerproject/trackeR - Infrastructure for Running, Cycling and Swimming Data from GPS-Enabled Tracking Devices
- ropensci/gutenbergr - Search and download public domain texts from Project Gutenberg
- r-lib/prettycode - Syntax highlight R code in the terminal
- cbailiss/pivottabler - Create Pivot Tables natively in R
- thomasp85/tidygraph - A tidy API for graph manipulation
- rstudio/DT - R Interface to the jQuery Plug-in DataTables
- OpenIntroStat/openintro-r-package - R Package: openintro
- ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
- ianmcook/implyr - SQL backend to dplyr for Impala
- thospfuller/rcoboldi - Import COBOL CopyBook data files directly into R as properly structured data frames. Package builds are available via Drat and DockerHub.