A curated list of awesome R frameworks, libraries and software.
- cxli233/FriendsDontLetFriends - Friends don't let friends make certain types of data visualization - What are they and why are they bad.
- 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
- hadley/r4ds - R for data science: a book
- swirldev/swirl_courses - ๐ A collection of interactive courses for the swirl R package.
- rmcelreath/stat_rethinking_2022 - Statistical Rethinking course winter 2022
- Rdatatable/data.table - R's data.table package extends data.frame:
- twitter/AnomalyDetection - Anomaly Detection with R
- rstudio/rmarkdown - Dynamic Documents for R
- plotly/plotly.R - An interactive graphing library for R
- r-lib/devtools - Tools to make an R developer's life easier
- satijalab/seurat - R toolkit for single cell genomics
- yihui/knitr - A general-purpose tool for dynamic report generation in R
- rmcelreath/stat_rethinking_2023 - Statistical Rethinking Course for Jan-Mar 2023
- rmcelreath/rethinking - Statistical Rethinking course and book package
- tylermorganwall/rayshader - R Package for 2D and 3D mapping and data visualization
- IndrajeetPatil/ggstatsplot - Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ
- rstudio/gt - Easily generate information-rich, publication-quality tables from R
- ujjwalkarn/DataScienceR - a curated list of R tutorials for Data Science, NLP and Machine Learning
- karthik/wesanderson - A Wes Anderson color palette 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.).
- dreamRs/esquisse - RStudio add-in to make plots interactively with ggplot2
- rstudio/blogdown - Create Blogs and Websites with R Markdown
- google/CausalImpact - An R package for causal inference in time series
- tidyverse/tidyverse - Easily install and load packages from the tidyverse
- rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R
- rstudio/reticulate - R Interface to Python
- geocompx/geocompr - Geocomputation with R: an open source book
- mlr-org/mlr - Machine Learning in R
- topepo/caret - caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
- EmilHvitfeldt/r-color-palettes - Comprehensive list of color palettes available in R โค๏ธ๐งก๐๐๐๐
- bbc/bbplot - R package that helps create and export ggplot2 charts in the style used by the BBC News data team
- tidyverse/rvest - Simple web scraping for R
- tidymodels/broom - Convert statistical analysis objects from R into tidy format
- rstudio/plumber - Turn your R code into a web API.
- sfirke/janitor - simple tools for data cleaning in R
- tidyverse/tidyr - Tidy Messy Data
- r-spatial/sf - Simple Features for R
- 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.
- hadley/mastering-shiny - Mastering Shiny: a book
- ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
- rstudio/tensorflow - TensorFlow for R
- paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
- tidyverse/purrr - A functional programming toolkit for R
- hrbrmstr/hrbrthemes - ๐ Opinionated, typographic-centric ggplot2 themes and theme components
- mitchelloharawild/vitae - R Markdown Rรฉsumรฉs and CVs
- r-lib/lintr - Static Code Analysis for R
- juliasilge/tidytext - Text mining using tidy tools โจ๐โจ
- 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.
- swirldev/swirl - ๐ Learn R, in R.
- BlakeRMills/MetBrewer - Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
- robjhyndman/forecast - Forecasting Functions for Time Series and Linear Models
- easystats/easystats - ๐ The R easystats-project
- ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
- thomasp85/ggraph - Grammar of Graph Graphics
- easystats/performance - ๐ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
- rstudio/renv - renv: Project environments for R.
- matloff/fasteR - Fast Lane to Learning R!
- stan-dev/rstan - RStan, the R interface to Stan
- tidyverse/readr - Read flat files (csv, tsv, fwf) into R
- mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
- ropensci/targets - Function-oriented Make-like declarative workflows for R
- r-lib/httr - httr: a friendly http package for R
- jokergoo/circlize - Circular visualization in R
- futureverse/future - ๐ R package: future: Unified Parallel and Distributed Processing in R for Everyone
- EmilHvitfeldt/paletteer - ๐จ๐จ๐จ Collection of most color palettes in a single R package
- sparklyr/sparklyr - R interface for Apache Spark
- tidyverse/magrittr - Improve the readability of R code with the pipe
- TheAlgorithms/R - Collection of various algorithms implemented in R.
- MichelNivard/gptstudio - GPT RStudio addins that enable GPT assisted coding, writing & analysis
- cutterkom/generativeart - Create Generative Art with R
- ThinkR-open/golem - A Framework for Building Robust Shiny Apps
- easystats/see - ๐จ Visualisation toolbox for beautiful and publication-ready figures
- klmr/box - Write reusable, composable and modular R code
- hadley/r-pkgs - Building R packages
- rstudio/pagedown - Paginate the HTML Output of R Markdown with CSS for Print
- r-lib/testthat - An R ๐ฆ to make testing ๐
- Mikata-Project/ggthemr - Themes for ggplot2.
- MilesMcBain/datapasta - On top of spaghetti, all covered in cheese....
- r-tmap/tmap - R package for thematic maps
- r-lib/usethis - Set up commonly used ๐ฆ components
- YuLab-SMU/ggtree - ๐Visualization and annotation of phylogenetic trees
- dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
- quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
- workflowr/workflowr - Organize your project into a research website
- rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
- dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
- mjskay/ggdist - Visualizations of distributions and uncertainty
- rstudio/keras3 - R Interface to Keras
- joshuaulrich/quantmod - Quantitative Financial Modelling Framework
- ramnathv/slidify - Generate reproducible html5 slides from R markdown
- ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
- pbiecek/xai_resources - Interesting resources related to XAI (Explainable Artificial Intelligence)
- grabear/awesome-rshiny - An awesome R-shiny list!
- z3tt/TidyTuesday - My contributions to the #TidyTuesday challenge, a weekly data visualization challenge. All plots are ๐ฏ created in R with ggplot2.
- hms-dbmi/UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
- ramnathv/htmlwidgets - HTML Widgets for R
- ropensci-archive/rtweet - ๐ฆ R client for interacting with Twitter's [stream and REST] APIs
- jennybc/googlesheets - Google Spreadsheets R API
- gadenbuie/tidyexplain - ๐คนโโ Animations of tidyverse verbs using R, the tidyverse, and gganimate
- hrbrmstr/waffle - ๐ Make waffle (square pie) charts in R
- dkahle/ggmap - A package for plotting maps in R with ggplot2
- GuangchuangYu/hexSticker - โจ Hexagon sticker in R
- tidyverse/lubridate - Make working with dates in R just that little bit easier
- erikaduan/r_tips - R usage tips for data cleaning, data visualisation, statistical modelling and machine learning
- jalapic/engsoccerdata - English and European soccer results 1871-2022
- r-lib/styler - Non-invasive pretty printing of R code
- tidymodels/infer - An R package for tidyverse-friendly statistical inference
- r-lib/pkgdown - Generate static html documentation for an R package
- tidyverse/reprex - Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
- daattali/shinyjs - ๐ก Easily improve the user experience of your Shiny apps in seconds
- mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
- tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- r-spatial/rgee - Google Earth Engine for R
- jbkunst/highcharter - R wrapper for highcharts
- rstudio/learnr - Interactive Tutorials with R Markdown
- tidyverse/tibble - A modern re-imagining of the data frame
- rstudio/ggvis - Interactive grammar of graphics for R
- ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
- dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
- easystats/report - ๐ ๐ Automated reporting of objects in R
- mdozmorov/scRNA-seq_notes - A list of scRNA-seq analysis tools
- sqjin/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data
- benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
- hrbrmstr/ggalt - ๐ Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
- daattali/timevis - ๐ Create interactive timeline visualizations in R
- tidyverse/dtplyr - Data table backend for dplyr
- r-lib/cli - Tools for making beautiful & useful command line interfaces
- rstudio/RStartHere - A guide to some of the most useful R Packages that we know about
- christophergandrud/networkD3 - D3 JavaScript Network Graphs from R
- walkerke/tidycensus - Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
- rmcelreath/stat_rethinking_2020 - Statistical Rethinking Course Winter 2020/2021
- davidgohel/officer - ๐ฎ officer: office documents from R
- amplab-extras/SparkR-pkg - R frontend for Spark
- tidyverse/stringr - A fresh approach to string manipulation in R
- r-lidar/lidR - Airborne LiDAR data manipulation and visualisation for forestry application
- leedrake5/Russia-Ukraine - Equipment Loss Tracking
- KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
- strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
- fstpackage/fst - Lightning Fast Serialization of Data Frames for R
- REditorSupport/languageserver - An implementation of the Language Server Protocol for R
- r-lib/roxygen2 - Generate R package documentation from inline R comments
- gesistsa/rio - ๐ A Swiss-Army Knife for Data I/O
- nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
- 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:
- toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
- ggobi/ggally - R package that extends ggplot2
- DiskFrame/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- 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.
- tidymodels/corrr - Explore correlations in R
- tidymodels/recipes - Pipeable steps for feature engineering and data preprocessing to prepare for modeling
- igraph/rigraph - igraph R package
- davidgohel/flextable - table farming
- easystats/bayestestR - ๐ป Utilities for analyzing Bayesian models and posterior distributions
- r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
- immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
- pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
- massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
- tidyverse/forcats - ๐๐๐๐: tools for working with categorical variables (factors)
- thomasp85/tidygraph - A tidy API for graph manipulation
- ropensci/tabulapdf - Bindings for Tabula PDF Table Extractor Library
- rstudio/blastula - Easily send great-looking HTML email messages from R
- wilkox/gggenes - โก๏ธ๏ธโก๏ธ๏ธโฌ ๏ธ๏ธโก๏ธ๏ธ Draw gene arrow maps in ggplot2
- tidyverts/tsibble - Tidy Temporal Data Frames and Tools
- dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
- maksimhorowitz/nflscrapR - R Package for Scraping and Aggregating NFL Data
- sinhrks/ggfortify - Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
- r-lib/rlang - Low-level API for programming with R
- boxuancui/DataExplorer - Automate Data Exploration and Treatment
- r-dbi/bigrquery - An interface to Google's BigQuery from R.
- noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
- rstudio/r2d3 - R Interface to D3 Visualizations
- marcusvolz/mathart - Create mathematical art with R
- JaseZiv/worldfootballR - A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
- cynkra/dm - Working with relational data models in R
- bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
- pola-rs/r-polars - Polars R bindings
- corybrunson/ggalluvial - ggplot2 extension for alluvial plots
- Appsilon/shiny.semantic - Shiny support for powerful Fomantic UI library.
- mca91/EconometricsWithR - ๐An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
- e-sensing/sits - Satellite image time series in R
- hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
- giuseppec/iml - iml: interpretable machine learning R package
- MRCIEU/TwoSampleMR - R package for performing 2-sample MR using MR-Base database
- vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
- gadenbuie/regexplain - ๐ An RStudio addin slash regex utility belt
- thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
- tidyverse/dbplyr - Database (DBI) backend for dplyr
- rstudio/hex-stickers - RStudio hex stickers
- tonyfischetti/assertr - Assertive programming for R analysis pipelines
- chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
- r-lib/progress - Progress bar in your R terminal
- ropensci/magick - Magic, madness, heaven, sin
- ropensci-review-tools/goodpractice - Advice on R Package Building
- easystats/parameters - ๐ Computation and processing of models' parameters
- yrosseel/lavaan - an R package for structural equation modeling and more
- PoisonAlien/maftools - Summarize, Analyze and Visualize MAF files from TCGA or in-house studies.
- RinteRface/shinydashboardPlus - extensions for shinydashboard
- kassambara/rstatix - Pipe-friendly Framework for Basic Statistical Tests in R
- ropensci/visdat - Preliminary Exploratory Visualisation of Data
- tidyverse/ellmer - Call LLM APIs from R
- rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
- ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
- RinteRface/bs4Dash - Bootstrap 4 shinydashboard using AdminLTE3
- r-causal/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
- nflverse/nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
- RConsortium/S7 - S7: a new OO system for R
- easystats/correlation - ๐ Methods for Correlation Analysis
- stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
- PaulC91/shinyauthr - R package with shiny authentication modules
- trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
- ewenme/ghibli - Studio Ghibli colour palettes
- twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
- rstats-wtf/what-they-forgot - "What They Forgot to Teach You About R" website / eBook
- r-lib/scales - Tools for ggplot2 scales
- LKremer/ggpointdensity - ๐ ๐ Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
- ryantimpe/brickr - 3D LEGO models and mosaics from images using R and #tidyverse
- ropensci/stplanr - Sustainable transport planning with R
- RamiKrispin/TSstudio - Tools for time series analysis and forecasting
- r-lib/R6 - Encapsulated object-oriented programming for R
- wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
- GreenleafLab/ArchR - ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
- data-cleaning/validate - Professional data validation for the R environment
- r-lib/here - A simpler way to find your files
- hadley/emo - Easily insert emoji into R and RMarkdown
- easystats/insight - ๐ฎ Easy access to model information for various model objects
- jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
- anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
- RinteRface/shinyMobile - shiny API for Framework7 (IOS/android)
- welch-lab/liger - R package for integrating and analyzing multiple single-cell datasets
- jinworks/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell and spatially resolved transcriptomics
- swsoyee/2019-ncov-japan - ๐ฆ Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
- rstudio/tufte - Tufte Styles for R Markdown Documents
- rstudio/packrat - Packrat is a dependency management system for R
- bstewart/stm - An R Package for the Structural Topic Model
- therneau/survival - Survival package for R
- tidyverse/modelr - Helper functions for modelling
- susanli2016/Data-Analysis-with-R - Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
- kabacoff/RiA2 - Source code for R in Action, Second Edition
- MathiasHarrer/Doing-Meta-Analysis-in-R - [Read-Only] All R code and source files for the online guide "Doing Meta-Analysis with R: A Hands-On Guide"
- riatelab/cartography - Thematic Cartography for R
- lcpmgh/colors - ๅญฆๆฏๆๅ้ ่ฒๆจ่ๅจ
- yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
- stan-dev/rstanarm - rstanarm R package for Bayesian applied regression modeling
- BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
- mkearney/tweetbotornot - ๐ค R package for detecting Twitter bots via machine learning
- talgalili/heatmaply - Interactive Heat Maps for R Using plotly
- DillonHammill/DataEditR - An Interactive R Package for Viewing, Entering Filtering and Editing Data
- daattali/ggExtra - ๐ Add marginal histograms to ggplot2, and more ggplot2 enhancements
- cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
- dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
- SurajGupta/r-source - R Source Code
- dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
- MarioniLab/miloR - R package implementation of Milo for testing for differential abundance in KNN graphs
- krzjoa/awesome-r-dataviz - Curated resources about Data Visualization, Drawing & Publishing in R
- luukvdmeer/sfnetworks - Tidy Geospatial Networks in R
- stuart-lab/signac - R toolkit for the analysis of single-cell chromatin data
- charlie86/spotifyr - R wrapper for Spotify's Web API
- const-ae/ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots
- tidyverse/googlesheets4 - Google Spreadsheets R API (reboot of the googlesheets package)
- awalker89/openxlsx - R package for .xlsx file reading and writing.
- JoaquinAmatRodrigo/Estadistica-con-R - Apuntes personales sobre estadรญstica, machine learning y lenguaje de programaciรณn R
- r-hub/rhub - R-hub API client
- PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
- mages/googleVis - Interface between R and the Google Chart Tools
- salimk/Rcrawler - An R web crawler and scraper
- vincentarelbundock/countrycode - R package: Convert country names and country codes. Assigns region descriptors.
- pablobarbera/Rfacebook - Dev version of Rfacebook package: Access to Facebook API via R
- tashapiro/tanya-data-viz - Personal data visualization side projects.
- nathaneastwood/poorman - A poor man's dependency free grammar of data manipulation
- EasyD/IntroToDataScience - GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
- cols4all/cols4all-R - Colors for all (R package)
- xia-lab/MetaboAnalystR - R package for MetaboAnalyst
- swarm-lab/editR - A Rmarkdown editor with instant preview
- ropensci/RSelenium - An R client for Selenium Remote WebDriver
- r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
- stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
- grantmcdermott/tinyplot - Lightweight extension of the base R graphics system
- tidymodels/rsample - Classes and functions to create and summarize resampling objects
- richfitz/remake - Make-like declarative workflows in R
- junjunlab/scRNAtoolVis - Useful functions to make your scRNA-seq plot more cool!
- joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
- r-lib/covr - Test coverage reports for R
- paws-r/paws - Paws, a package for Amazon Web Services in R
- hafen/geofacet - R package for geographical faceting with ggplot2
- EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R ๐๐๐
- benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
- walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
- Azure/Microsoft365R - R SDK for interacting with Microsoft 365 APIs
- r-dbi/RPostgres - A DBI-compliant interface to PostgreSQL
- bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
- jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
- ropensci/rnoaa - R interface to many NOAA data APIs
- r-lib/rex - Friendly regular expressions for R.
- r-dbi/RSQLite - R interface for SQLite
- BorchLab/scRepertoire - A toolkit for single-cell immune profiling
- ModelOriented/modelStudio - ๐ Interactive Studio for Explanatory Model Analysis
- tidyverse/googledrive - Google Drive R API
- taiyun/corrplot - A visual exploratory tool on correlation matrix
- microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
- dmi3kno/polite - Be nice on the web
- markvanderloo/stringdist - String distance functions for R
- jumpingrivers/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- jcrodriguez1989/chatgpt - Interface to ChatGPT from R
- clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
- jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
- scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
- r-lib/crayon - ๐๏ธ R package for colored terminal output โ now superseded by cli
- wch/extrafont - Tools for using fonts in R graphics
- rstudio/pins-r - Pin, discover, and share resources
- ropensci/osmdata - R package for downloading OpenStreetMap data
- tidyverse/duckplyr - A drop-in replacement for dplyr, powered by DuckDB for speed.
- openair-project/openair - ๐งญ Open source tools for air quality data analysis
- datacarpentry/R-ecology-lesson - Data Analysis and Visualization in R for Ecologists
- immunomind/immunarch - ๐งฌ immunarch [R package] โ Fast and Painless Exploration of Single-cell and Bulk T-cell/Antibody Immune Repertoires
- r-lib/memoise - Easy memoisation for R
- JohnCoene/coronavirus - ๐ฆ Novel Coronavirus (COVID-19) Tracker
- georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurรญdica (CNPJ)
- BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
- abresler/nbastatR - NBA Stats API Wrapper and more for R
- eddelbuettel/littler - A scripting and command-line front-end for GNU R
- ropensci-archive/rplos -
โ ๏ธ ARCHIVEDโ ๏ธ R client for the PLoS Journals API - bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
- ropensci/software-review - rOpenSci Software Peer Review.
- mitchelloharawild/icons - R package to easily insert web icons to RMarkdown
- FrankPortman/bayesAB - ๐ข bayesAB: Fast Bayesian Methods for A/B Testing
- bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
- bkelly-lab/ReplicationCrisis - Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2023)
- Appsilon/rhino - Build high quality, enterprise-grade Shiny apps at speed
- max-alletsee/rstudio-themes - A collection of themes for RStudio
- 16EAGLE/getSpatialData - An R package ๐ฆ making it easy to query, preview, download and preprocess multiple kinds of spatial data ๐ฐ via R. All beta.
- wilkox/ggfittext - ๐ ggplot2 geoms to fit text into boxes
- r-lib/lobstr - Understanding complex R objects with tools similar to str()
- mrkaye97/slackr - An R package for sending messages from R to Slack
- NickCH-K/causalgraphs - R code for causal graph animations
- virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
- ropensci/charlatan - Create fake data in R
- rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
- wch/rgcookbook - R Graphics Cookbook
- tidymodels/stacks - An R package for tidy stacked ensemble modeling
- r-lib/callr - Call R from R
- xiaolei-lab/rMVP - ๐ฎ A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
- sjmgarnier/viridis - Colorblind-Friendly Color Maps for R
- rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
- Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
- microbiome/microbiome - microbiome R package
- neuhausi/canvasXpress - CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
- kolaczyk/sand - Statistical Analysis of Network Data with R, 2nd Edition
- jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
- eddelbuettel/r2u - CRAN as Ubuntu Binaries
- thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
- r-lib/waldo - Find differences between R objects
- moldach/vapoRwave - ๐ผ๐พ๐นVaporwave themes and color palettes for ggplot2๐พ๐จโ๐ค๐บ
- futureverse/progressr - ไธ R package: An Inclusive, Unifying API for Progress Updates
- Tazinho/Advanced-R-Solutions - Set of solutions for the Advanced R programming book
- DOI-USGS/dataRetrieval - This R package is designed to obtain USGS or EPA water quality sample data, streamflow data, and metadata directly from web services.
- Yunuuuu/ggalign - A 'ggplot2' Extension for Consistent Axis Alignment
- jessecambon/tidygeocoder - Geocoding Made Easy
- hughjonesd/ggmagnify - Create a magnified inset of part of a ggplot object
- o2r-project/containerit - Package an R workspace and all dependencies as a Docker container
- ajtulloch/Elements-of-Statistical-Learning - Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
- smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
- mkearney/rstudiothemes - A curated list of RStudio themes found on Github
- bergant/datamodelr - Data model diagrams in R
- rexyai/RestRserve - R web API framework for building high-performance microservices and app backends
- yihui/servr - A simple HTTP server in R
- kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
- bmschmidt/wordVectors - An R package for creating and exploring word2vec and other word embedding models
- Appsilon/shiny.fluent - Microsoft's Fluent UI for Shiny apps
- XSaintX/libroR-AnalisisDatos - this project contains R code about analysing data from the book Analisis de datos con R
- VerbalExpressions/RVerbalExpressions - ๐ฌ Create regular expressions easily
- schochastics/graphlayouts - new layout algorithms for network visualizations in R
- ropensci/taxize - A taxonomic toolbelt for R
- 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 .
- constantAmateur/SoupX - R package to quantify and remove cell free mRNAs from droplet based scRNA-seq data
- bleutner/RStoolbox - Remote Sensing Data Analysis in R ๐ฐ
- r-rust/hellorust - Template R package with rust bindings
- mllg/checkmate - Fast and versatile argument checks
- Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
- vincentarelbundock/tinytable - Simple and Customizable Tables in
R
- ecpolley/SuperLearner - Current version of the SuperLearner R package
- r-spatial/leafgl - R package for fast web gl rendering for leaflet
- cjbarrie/academictwitteR - Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
- talgalili/installr - Functions for installing softwares from within R
- fastverse/fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
- ropensci-archive/fulltext -
โ ๏ธ ARCHIVEDโ ๏ธ Search across and get full text for OA & closed journals - dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
- ropensci/iheatmapr - Complex, interactive heatmaps in R
- jakelawlor/PNWColors - A Pacific Northwest inspired R color palette package
- leeper/margins - An R Port of Stata's 'margins' Command
- r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
- RamiKrispin/vscode-r - A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker
- chasemc/electricShine - Create Standalone Installable Shiny Apps
- hafen/trelliscopejs - TrelliscopeJS R Package
- asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
- Appsilon/shiny.router - A minimalistic router for your Shiny apps.
- tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
- rstudio/config - config package for R
- R-CoderDotCom/calendR - Ready to print calendars with ggplot2
- lorenzwalthert/precommit - pre-commit hooks for R projects
- tidymodels/tidypredict - Run predictions inside the database
- robjhyndman/tsfeatures - Time series features
- samuel-marsh/scCustomize - R package with collection of functions created and/or curated to aid in the visualization and analysis of single-cell data using R.
- knausb/vcfR - Tools to work with variant call format files
- ropensci/rix - Reproducible Data Science environments for R with Nix
- khanhnamle1994/statistical-learning - Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
- yihui/formatR - Format R Code Automatically
- karthik/holepunch - Make your R project Binder ready
- Appsilon/semantic.dashboard - Quick, beautiful and customizable dashboard template for Shiny based on shiny.semantic and Fomantic UI.
- trinker/wakefield - Generate random data sets
- saezlab/decoupleR - R package to infer biological activities from omics data using a collection of methods.
- AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
- vnijs/radiant - Business analytics using R and Shiny
- sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
- pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
- dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
- bergant/finstr - ๐ Financial statements in R
- wviechtb/metafor - A meta-analysis package for R
- OpenDroneMap/FIELDimageR - FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
- eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
- alastairrushworth/inspectdf - ๐ ๏ธ ๐ Tools for Exploring and Comparing Data Frames
- rstudio/pool - Object Pooling in R
- jsta/r-docker-tutorial - A docker tutorial for reproducible research
- easystats/modelbased - ๐ Estimate effects, contrasts and means based on statistical models
- romantseg/rbooks - A curated list of #rstats books
- r-lib/conflicted - An alternative conflict resolution strategy for R
- r-lib/bench - High Precision Timing of R Expressions
- quanteda/spacyr - R wrapper to spaCy NLP
- karthik/rdrop2 - Dropbox Interface from R
- HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
- geoffjentry/twitteR - R based twitter client
- covid19datahub/COVID19 - A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution
- rfsaldanha/microdatasus - Download de dados do DataSUS e prรฉ-processamento no R.
- jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
- ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
- TullyMonster/MendelRookie - ๆฐๆๅๅฅฝ็ๅญๅพทๅฐ้ๆบๅ้กน็ฎ
- trinker/textclean - Tools for cleaning and normalizing text data
- cwickham/purrr-tutorial - A introduction to purrr
- ropensci/tesseract - Bindings to Tesseract OCR engine for R
- r-lib/httr2 - Make HTTP requests and process their responses. A modern reimagining of httr.
- jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
- rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
- r-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns ๐บ๏ธ in R
- ropensci/rnaturalearth - An R package to hold and facilitate interaction with natural earth map data ๐
- ropensci/elastic - R client for the Elasticsearch HTTP API
- exaexa/scattermore - very fast scatterplots for R
- jackwasey/icd - New maintainer/owner needed Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
- r-lib/mirai - Minimalist Async Evaluation Framework for R
- IOBR/IOBR - IOBR is an R package to perform comprehensive analysis of tumor microenvironment and signatures for immuno-oncology.
- erocoar/gghalves - โ๏ธ Easy half-half geoms in ggplot2
- daattali/shinyalert - ๐ฏ๏ธ Easily create pretty popup messages (modals) in Shiny
- cdeterman/gpuR - R interface to use GPU's
- AdrianAntico/AutoQuant - R package for automation of machine learning, forecasting, model evaluation, and model interpretation
- toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
- teunbrand/legendry - A 'ggplot2' extension that focusses on expanding the plotter's arsenal of guides, such as axes, legends and colour bars. It brings various improvements to existing guides by re-implementation, as well as adding novel guides.
- rOpenGov/eurostat - R tools for Eurostat data
- pharmaverse/admiral - ADaM in R Asset Library
- davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
- ankane/jetpack - A friendly package manager for R
- riatelab/osrm - Interface between R and the OpenStreetMap-based routing service OSRM
- RGLab/MAST - Tools and methods for analysis of single cell assay data in R
- insightsengineering/rtables - Reporting tables with R
- ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
- r-lib/processx - Execute and Control Subprocesses from R
- OpenIntroStat/openintro - ๐ฆ R package for data and supplemental functions for OpenIntro resources
- nicolewhite/RNeo4j - Neo4j Driver for R.
- hadley/strict - Make R a little bit stricter
- talgalili/d3heatmap - A D3.js-based heatmap htmlwidget for R
- rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
- rolkra/explore - R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
- rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
- echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
- 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'.
- r-lib/asciicast - Turn R scripts into terminal screencasts
- laresbernardo/lares - Analytics & Machine Learning R Sidekick
- dataspelunking/MLwR - Machine Learning with R
- Raymo111/Raymo111 - My awesome profile README
- Pakillo/grateful - Facilitate citation of R packages
- ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
- trevorstephens/titanic - Getting Started With R
- r-lib/gmailr - Access the Gmail RESTful API from R.
- ycphs/openxlsx - openxlsx - a fast way to read and write complex xslx files
- riatelab/mapsf - Thematic cartography with R
- jennybc/code-smells-and-feels - Talk on code smells and feels and how to change that via refactoring
- ChiLiubio/microeco - An R package for data analysis in microbial community ecology
- brodieG/diffobj - Compare R Objects with a Diff
- GenomicSEM/GenomicSEM - R-package for structural equation modeling based on GWAS summary data
- al2na/methylKit - R package for DNA methylation analysis
- jamesotto852/ggdensity - An R package for interpretable visualizations of bivariate density estimates
- gaborcsardi/prompt - Dynamic R prompt
- bbolker/broom.mixed - tidy methods for mixed models in R
- trinker/topicmodels_learning - A repository of learning & R resources related to topic models
- noriakis/ggkegg - Analyzing and visualizing KEGG information using the grammar of graphics
- markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
- iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
- dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
- Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
- Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
- rticulate/import - An Import Mechanism For R
- kosukeimai/MatchIt - R package MatchIt
- adamribaudo/storytelling-with-data-ggplot - Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
- tidyverse/design - Tidyverse design principles
- satijalab/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
- mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
- r-simmer/simmer - Discrete-Event Simulation for R
- ropensci/qualtRics - Download โฌ๏ธ Qualtrics survey data directly into R!
- r-lib/gh - Minimalistic GitHub API client in R
- nrennie/tidytuesday - This repository contains the R and Python code used to produce my visualisations for the #TidyTuesday challenges.
- kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
- katiejolly/nationalparkcolors - R package for color themes inspired by national parks
- trafficonese/leaflet.extras - Extra functionality for leaflet R package.
- ropensci/biomartr - Genomic Data Retrieval with R
- r-lib/xml2 - Bindings to libxml2
- cbail/textnets - R package to perform automated text analysis using network techniques
- vincentarelbundock/WDI - R package to download World Bank data
- microsoft/microsoft-r-open - Microsoft R Open Source
- lionel-/codegrip - Reshaping and navigation commands for R code
- r-spatial/mapedit - Interactive editing of spatial data in R
- PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
- joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
- jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
- gavinsimpson/gratia - ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
- zatonovo/lambda.r - Functional programming in R
- ropensci/git2r - R bindings to the libgit2 library
- griffithlab/GenVisR - Genome data visualizations
- gadenbuie/epoxy - Extra-strength glue engines for R Markdown, Quarto, and Shiny
- ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
- youngwoos/Doit_R - <Do it! ์ฝ๊ฒ ๋ฐฐ์ฐ๋ R ๋ฐ์ดํฐ ๋ถ์> ์ ์ฅ์
- philchalmers/mirt - Multidimensional item response theory
- gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
- futureverse/future.apply - ๐ R package: future.apply - Apply Function to Elements in Parallel using Futures
- emitanaka/edibble - An R-package that encapsulate elements of experimental design for better planning, management, and workflow
- wilkox/treemapify - ๐ณ Draw treemaps in ggplot2
- taylor-arnold/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
- edwindj/whisker - {{mustache}} for R
- ambiorix-web/ambiorix - ๐ฅ๏ธ Web framework for R
- yihui/litedown - A lightweight version of R Markdown (without using Pandoc or knitr)
- stephenslab/susieR - R package for "sum of single effects" regression.
- pbs-assess/sdmTMB - ๐ An R package for spatial and spatiotemporal GLMMs with TMB
- extendr/rextendr - An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically
- docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
- omarwagih/ggseqlogo - Publication-quality sequence logos in R
- MatsuuraKentaro/RStanBook - ใStanใจRใงใใคใบ็ตฑ่จใขใใชใณใฐใใฎใตใใผใใใผใธใงใ.
- datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
- thebioengineer/camcorder - Record plots generated during an R session and replay as a gif!
- r-spatial/qgisprocess - R package to use QGIS processing algorithms
- r-for-educators/flair - decorate your R code
- lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
- gluc/data.tree - General Purpose Hierarchical Data Structure for R
- yonicd/carbonate - carbon.js for R
- kharchenkolab/conos - R package for the joint analysis of multiple single-cell RNA-seq datasets
- kcuilla/reactablefmtr - Streamlined Table Styling and Formatting for Reactable
- hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
- jhollist/elevatr - An R package for accessing elevation data
- insightsengineering/teal - Exploratory Web Apps for Analyzing Clinical Trial Data
- GoekeLab/bambu - Reference-guided transcript discovery and quantification for long read RNA-Seq data
- SSSYDYSSS/TransProR - Analysis and visualization of multi-omics data. In ongoing development: multi-modal fusion, sparse learning, and spatio-temporal effects...
- hadley/assertthat - User friendly assertions for R
- cvxgrp/CVXR - An R modeling language for convex optimization problems.
- yihui/animation - A gallery of animations in statistics and utilities to create animations
- skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
- maxtoki/baseball_R - Companion to Analyzing Baseball Data with 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
- privefl/bigsnpr - R package for the analysis of massive SNP arrays.
- JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
- johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
- gkaramanis/aRtist - Making art with R
- flujoo/gm - R Package for Music Creation
- KlausVigo/phangorn - Phylogenetic analysis in R
- ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
- renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
- Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
- rstudio/promises - A promise library for R
- jthomasmock/gtExtras - A Collection of Helper Functions for the gt Package.
- mixOmicsTeam/mixOmics - Development repository for the Bioconductor package 'mixOmics '
- hadley/pryr - Pry open the covers of R
- dirkschumacher/llr - Lisp-like-R: A clojure inspired lisp that compiles to R in R
- mkearney/resist_oped - ๐ต๐ฝโโ๏ธ Identifying the author behind New York Timeโs op-ed from inside the Trump White House.
- jeroen/V8 - Embedded JavaScript Engine for R
- GuangchuangYu/badger - Badge for R Package
- BlakeRMills/MoMAColors - Color Schemes based around artwork and the Museum of Modern Art.
- spatstat/spatstat - Umbrella package of the 'spatstat' family................
- sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
- ropensci/textreuse - Detect text reuse and document similarity
- ropensci/rentrez - talk with NCBI entrez using R
- pewresearch/pewmethods - Pew Research Center Methods team R package of miscellaneous functions
- jennybc/send-email-with-r - How to send a bunch of email from R
- sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
- stan-dev/shinystan - shinystan R package and ShinyStan GUI
- ropensci-archive/opendata - โ ARCHIVED โ
- nsgrantham/ggdark - Dark mode for ggplot2 themes
- microsoft/finnts - Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.
- Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
- DUanalytics/rAnalytics - Analytics in R
- OHDSI/PatientLevelPrediction - An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
- 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. Superseded by the models-by-example repo.
- hgeorgako/rfortraders - Quantitative Trading with R
- mhahsler/arules - Mining Association Rules and Frequent Itemsets with R
- enblacar/SCpubr - Generate high quality, publication ready visualizations for single cell transcriptomics data.
- briatte/ggnet - Network visualization with ggplot2
- tomwenseleers/export - R package for streamlined export of graphs and data tables.
- juba/explor - Interfaces for Multivariate Analysis in R
- dieghernan/tidyterra - tidyverse and ggplot2 methods for terra spatial objects
- thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
- merlinoa/shinyFeedback - display user feedback next to Shiny inputs
- computationalstylistics/stylo - R package for stylometric analyses
- colearendt/tidyjson - Tidy your JSON data in R with tidyjson
- SingleR-inc/SingleR - Clone of the Bioconductor repository for the SingleR package.
- mikejohnson51/climateR - An R ๐ฆ for getting point and gridded climate data by AOI
- egeulgen/pathfindR - pathfindR: Enrichment Analysis Utilizing Active Subnetworks
- cynkra/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
- strengejacke/sjstats - Effect size measures and significance tests
- lmullen/gender - Predict Gender from Names Using Historical Data
- JohnCoene/cicerone - ๐๏ธ Give tours of your Shiny apps
- stefano-meschiari/latex2exp - Use LaTeX in R graphics.
- rstudio/vetiver-r - Version, share, deploy, and monitor models
- mplatzer/BTYDplus - R package for Customer Behavior Analysis
- jennybc/r-graph-catalog - All graphs in โCreating More Effective Graphsโ, made with R package ggplot2.
- ankane/dbx - A fast, easy-to-use database library for R
- YuLab-SMU/MicrobiotaProcess - ๐ฆ A comprehensive R package for deep mining microbiome
- r-spatial/RQGIS - RQGIS - integrating R with QGIS
- ropensci/piggyback - ๐ฆ for using large(r) data files on GitHub
- mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
- leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
- koenderks/rcityviews - rcityviews is a user-friendly R interface for creating stylized city maps using OpenStreetMap (www.openstreetmap.org) data, implemented as an R package and a Shiny web application.
- decryptr/decryptr - An extensible API for breaking captchas
- Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
- rpremraj/mailR - A utility to send emails from the R programming environment
- nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
- dupadhyaya/rAnalyticsHHE - Repository for Online Classes
- cwatson/brainGraph - Graph theory analysis of brain MRI data
- abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
- skardhamar/rga - R Google Analytics
- ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
- AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
- velocyto-team/velocyto.R - RNA velocity estimation in R
- seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
- harrelfe/rms - Regression Modeling Strategies
- gojiplus/tuber - ๐ Access YouTube from R
- datawookie/emayili - An R package for sending email messages.
- yiluheihei/microbiomeMarker - R package for microbiome biomarker discovery
- r-quantities/units - Measurement units for R
- davidhodge931/ggblanket - Simplify ggplot2 visualisation
- openpharma/visR - A package to wrap functionality for plots, tables and diagrams adhering to graphical principles.
- kbroman/broman - R/broman: A package with Karl Broman's personal R code
- jkaupp/tidytuesdays - Entries for tidytuesday
- ThinkR-open/dockerfiler - Easy Dockerfile Creation from R
- GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
- MicheleNuijten/statcheck - A spellchecker for statistics
- timelyportfolio/listviewer - R htmlwidget to view lists
- rstudio-conf-2022/ggplot2-graphic-design - "Graphic Design with ggplot2", a 2-day rstudio::conf(2022) Workshop by Cรฉdric Scherer
- privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
- mlr-org/batchtools - Tools for computation on batch systems
- jotech/gapseq - Informed prediction and analysis of bacterial metabolic pathways and genome-scale networks
- emanuelhuber/RGPR - Ground-penetrating radar (GPR) data processing and visualisation: a free and open-source software package (R language)
- MarkEdmondson1234/googleAuthR - Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
- hrecht/censusapi - R package to retrieve U.S. Census data and metadata via API
- r-lib/pillar - Format columns with colour
- psychbruce/bruceR - ๐ฆ BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
- koenderks/aRtsy - aRtsy is an R package that implements algorithms for making generative art in a straightforward and standardized manner using 'ggplot2'.
- csdaw/ggprism - ggplot2 extension inspired by GraphPad Prism
- r-lib/withr - Methods For Temporarily Modifying Global State
- Pakillo/template - A template for data analysis projects structured as R packages (or not)
- Hy4m/linkET - Everything is Linkable
- hrbrmstr/docxtractr - โ๏ธ Extract Tables from Microsoft Word Documents with R
- ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
- ndphillips/VisualResume - An R package for creating a visual resume
- hms-dbmi/scde - R package for analyzing single-cell RNA-seq data
- GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
- dselivanov/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- dreamRs/billboarder - ๐ R Htmlwidget for billboard.js
- cran-task-views/WebTechnologies - CRAN Task View: WebTechnologies
- briatte/ida - Introduction to Data Analysis, using R (2013)
- theislab/zellkonverter - Conversion between scRNA-seq objects
- ropensci/osmextract - Download and import OpenStreetMap data from Geofabrik and other providers
- opengeos/whiteboxR - WhiteboxTools R Frontend
- faridcher/ml-course - Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
- CausalInference/gfoRmula - The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
- byaxb/RDataAnalytics - Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
- rstudio/rstudioapi - Safely access RStudio's API (when available)
- christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
- shosaco/vistime - Pretty timelines in R.
- ropensci/rcrossref - R client for various CrossRef APIs
- RamiKrispin/shinylive-r - A guide for deploying Shinylive R application into Github Pages
- nanxstats/liftr - ๐ณ Containerize R Markdown documents for continuous reproducibility
- irudnyts/openai - An R package-wrapper around OpenAI API
- hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
- GuangchuangYu/ggimage - ๐จ Use Images in ggplot2
- r-lib/coro - Coroutines for R
- mkearney/tidyversity - ๐ Tidy tools for academics
- rstudio/chromote - Chrome Remote Interface for R
- ropensci/webchem - Chemical Information from the Web
- renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
- jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
- duckdb/duckdb-r - The duckdb R package
- pharmaR/riskmetric - Metrics to evaluate the risk of R packages
- junjunlab/GseaVis - An implement R package to visualize GSEA results
- JohnCoene/firebase - Google FIrebase for shiny
- ianmcook/tidyquery - Query R data frames with SQL
- carlos-alberto-silva/rGEDI - rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
- Appsilon/shiny.i18n - Shiny applications internationalization made easy
- swcarpentry/r-novice-gapminder - R for Reproducible Scientific Analysis
- stan-dev/posterior - The posterior R package
- gtatters/Thermimage - R Package for working with radiometric thermal image files and data
- davidski/evaluator - โOpen Source Toolkit for Quantitative Risk Assessment
- stefpeschel/NetCoMi - Network construction, analysis, and comparison for microbial compositional data
- r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
- RLesur/Rcade - Games to procrastinate with RStudio
- mkearney/textfeatures - ๐ทโโ๏ธ A simple package for extracting useful features from character objects ๐ทโโ๏ธ
- maxheld83/ghactions - GitHub actions for R and accompanying R package
- edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
- swcarpentry/r-novice-inflammation - Programming with R
- mattflor/chorddiag - R interface to D3 chord diagrams
- jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
- eddelbuettel/anytime - Anything to POSIXct or Date Converter
- chr1swallace/coloc - Repo for the R package coloc
- ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
- SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
- ShichenXie/scorecard - Scorecard Development in R, ่ฏๅๅก
- RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
- HenrikBengtsson/startup - ๐ง R package: startup - Friendly R Startup Configuration
- FantasyFootballAnalytics/ffanalytics - ffanalytics R package
- erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
- stephenturner/annotables - R data package for annotating/converting Gene IDs
- ropensci/dataspice - ๐ถ๏ธ Create lightweight schema.org descriptions of your datasets
- JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
- jorvlan/raincloudplots - {package} The easy way to create raincloud plots
- jeffreyhorner/Rook - A web server interface for R
- rspatial/raster - R raster package https://rspatial.github.io/raster/reference/raster-package.html
- ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
- PoisonAlien/trackplot - Generate IGV style locus tracks from bigWig files in R
- cynkra/constructive - Display Idiomatic Code to Construct Most R Objects
- uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
- oswaldosantos/ggsn - R package to add north symbols and scale bars to maps created with ggplot or ggmap
- joshkatz/r-script - A simple little module for passing data from NodeJS to R (and back again).
- jonathanbratt/RBERT - Implementation of BERT in R
- trr266/ExPanDaR - R Package for Interactive Panel Data Exploration
- strengejacke/sjmisc - Data transformation and utility functions for R
- ropensci/dev_guide - rOpenSci Packages: Development, Maintenance, and Peer Review
- fawda123/rStrava - Functions to access data from Strava's v3 API.
- elliottmorris/politicaldata - ๐ณ๐An R package for acquiring and analyzing political data โ including polls, election results, legislator information, and demographic data.
- andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
- psychbruce/ChineseNames - ๐ Chinese Name Database (1930-2008).
- psolymos/pbapply - Adding progress bar to '*apply' functions in R
- pachadotdev/analogsea - Digital Ocean R client
- datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
- ranalytics/r-tutorials - ะัะธะปะพะถะตะฝะธั ะบ ะบะฝะธะณะต "ะกัะฐัะธััะธัะตัะบะธะน ะฐะฝะฐะปะธะท ะธ ะฒะธะทัะฐะปะธะทะฐัะธั ะดะฐะฝะฝัั ั ะฟะพะผะพััั R"
- nicholasjclark/mvgam - {mvgam} R ๐ฆ to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting
- MilesMcBain/capsule - An inversion of renv for low effort reproducible R package libraries
- curso-r/auth0 - Authentication in shinyapps using Auth0 service
- ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
- RLesur/crrri - A Chrome Remote Interface written in R
- phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
- feddelegrand7/ralger - ralger makes it easy to scrape a website. Built on the shoulders of titans: rvest, xml2.
- edwindj/daff - Diff, patch and merge for data.frames, see http://paulfitz.github.io/daff/
- ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
- rdboyes/forester - An R package for creating publication-ready forest plots.
- nschiett/fishualize - The fishualize package provides color scales and silhouettes for plotting in R based on natureโs most stunning and colorful organisms: teleost fishes (with a few chondrichthyan cameos).
- zmeers/ggparliament - Simple parliament plots using ggplot2
- timelyportfolio/d3r - d3.js helpers for R
- talgalili/dendextend - Extending R's Dendrogram Functionality
- rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
- jonathancornelissen/highfrequency - The highfrequency package contains an extensive toolkit for the use of highfrequency financial data in R. It contains functionality to manage, clean and match highfrequency trades and quotes data. Furthermore, it enables users to: calculate easily various liquidity measures, estimate and forecast volatility, and investigate microstructure noise and intraday periodicity.
- farach/huggingfaceR - Hugging Face state-of-the-art models in R
- daroczig/fbRads - Analyze and manage Facebook ads from R using this client library to access their Marketing APIs
- zatonovo/futile.logger - A logging package in R similar to log4j
- trevorld/r-optparse - command-line optional argument parser
- stan-dev/loo - loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
- ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
- mdlincoln/clipr - R functions for reading and writing from the system clipboard
- benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
- ShixiangWang/sigminer - ๐ฒ An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/index.html
- r-transit/tidytransit - R package for working with GTFS data
- ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
- r-lib/debugme - Easy and efficient debugging for R packages
- eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
- Tazinho/snakecase - ๐๐๐ A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
- dreamRs/datamods - Shiny modules to import and manipulate data into an application or addin
- royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
- ropensci/tsbox - tsbox: Class-Agnostic Time Series in R
- ropensci/osfr - R interface to the Open Science Framework (OSF)
- mschubert/clustermq - R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH
- JohnCoene/packer - webpack + npm + R = โค๏ธ
- stan-dev/cmdstanr - CmdStanR: the R interface to CmdStan
- ropensci/ghql - GraphQL R client
- r-lib/rprojroot - Finding files in project subdirectories
- neuropsychology/psycho.R - An R package for experimental psychologists
- JohnCoene/g2r - ๐ Grammar of graphics for interactive visualisations
- holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
- dankelley/oce - R package for oceanographic processing
- sjewo/cartogram - r package for cartogram creation
- saezlab/dorothea - R package to access DoRothEA's regulons
- quarto-dev/quarto-r - R interface to quarto-cli
- paleolimbot/rbbt - R Interface to the Better BiBTex Zotero Connector
- OscarKjell/text - Using Transformers from HuggingFace in R
- JanMarvin/openxlsx2 - openxlsx2 - read, write and modify xlsx files
- ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
- bart6114/jug - jug: A Simple Web Framework for R
- yihui/xfun - Miscellaneous R functions
- renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
- MangoTheCat/rmdshower - R Markdown template for shower
- kjhealy/revere - Finding Paul Revere
- ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
- alyssafrazee/ballgown - Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.
- trr266/tidycovid19 - {tidycovid19}: An R Package to Download, Tidy and Visualize Covid-19 Related Data
- rtemis-org/rtemis - Advanced Machine Learning and Visualization
- robertzk/syberia - Syberia: The development framework for R
- rivasiker/ggHoriPlot - A user-friendly, highly customizable R package for building horizon plots in ggplot2
- DoubleML/doubleml-for-r - DoubleML - Double Machine Learning in R
- cavaunpeu/statistical-rethinking - Solutions for the practice problems
- ropensci/jqr - R interface to jq
- profandyfield/discovr - discovr package for R to accompany Discovering Statistics Using R and RStudio
- dreamRs/apexcharter - ๐ R Htmlwidget for ApexCharts.js
- AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) โ
- tashapiro/TidyTuesday - Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.
- SciML/diffeqr - Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
- ropensci/tarchetypes - Archetypes for targets and pipelines
- r-lib/available - Check if a package name is available to use
- Novartis/tidymodules - An Object-Oriented approach to Shiny modules
- Kaggle/docker-rstats - Kaggle R docker image
- JulianHill/R-Tutorials - Code from the r tutorial on my blog
- CornellLabofOrnithology/auk - Working with eBird data in R
- wlandau/crew - A distributed worker launcher
- schochastics/networkdata - R package containing several network datasets
- robjhyndman/fpp3 - All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos http://OTexts.org/fpp3/. All packages required to run the examples are also loaded.
- nrennie/messy - R package to make a data frame messy and untidy.
- mlr-org/mlr3pipelines - Dataflow Programming for Machine Learning in R
- mattansb/Structural-Equation-Modeling-foR-Psychologists - Lesson files used in the Structural Equation Modeling for Psychologists.
- vue-r/vueR - vue.js for R
- tidyverse/hms - A simple class for storing time-of-day values
- PheWAS/PheWAS - The PheWAS R package
- JesseVent/crypto - Cryptocurrency Historical Market Data R Package
- dreamRs/prefixer - Prefix function with their namespace & other development tools
- trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
- samterfa/openai - This R package provides an SDK to the Open AI API
- r-lib/ellipsis - Tools for Working with ...
- noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
- metrumresearchgroup/mrgsolve - Simulate from ODE-based population PK/PD and QSP models in R
- google/patrick - Parameterized testing in R is kind of cool!
- TatevKaren/mathematics-statistics-for-data-science - Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
- rstudio/rsconnect - Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
- openpharma/mmrm - Mixed Models for Repeated Measures (MMRM) in R.
- drostlab/philentropy - Information Theory and Distance Quantification with R
- dlab-berkeley/R-Fundamentals-Legacy - D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
- coolbutuseless/emphatic - Highlighting R output in the console
- cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
- thomasp85/farver - High Performance Colourspace Manipulation in R
- seankross/lego - ๐ R data package featuring every Lego set from 1970 to 2015
- ropensci/osmplotr - Data visualisation using OpenStreetMap objects
- mdneuzerling/lambdr - Run R containers on AWS Lambda
- m-clark/mixed-models-with-R - Covers the basics of mixed models, mostly using @lme4
- grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic 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.
- quandl/quandl-r - This is Quandl's R Package
- EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
- datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
- WinVector/wrapr - Wrap R for Sweet R Code
- r-lib/evaluate - A version of eval for R that returns more information about what happened
- MRCIEU/gwasglue - Linking GWAS data to analytical tools in R
- mlr-org/mlr3proba - Probabilistic Learning for mlr3
- google/GeoexperimentsResearch - An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.
- cstawitz/roomba - General purpose API response tidier
- WLOGSolutions/RSuite - The most complete R development and data science platform.
- rkillick/changepoint - A place for the development version of the changepoint package on CRAN.
- richfitz/stevedore - โ๏ธ๐ฃ๐ณโ๏ธ Docker client for R
- nrennie/aRt - R package to create generative art.
- ndphillips/FFTrees - An R package to create and visualise fast-and-frugal decision trees (FFTs)
- karoliskoncevicius/basetheme - Themes for base plotting system in R
- jimmyday12/fitzRoy - A set of functions to easily access AFL data
- HenrikBengtsson/Wishlist-for-R - Features and tweaks to R that I and others would love to see - feel free to add yours!
- rstudio/sortable - R htmlwidget for Sortable.js
- r-dbi/RMariaDB - An R interface to MariaDB
- MatsuuraKentaro/Bayesian_Statistical_Modeling_with_Stan_R_and_Python - Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
- hadley/babynames - An R package containing US baby names from the SSA
- futureverse/parallelly - R package: parallelly - Enhancing the 'parallel' Package
- ardata-fr/mschart - ๐ mschart: office charts from R
- 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.
- svalvaro/drawCell - R package to create cell pictures.
- renanxcortes/springerQuarantineBooksR - Download all books made available by Springer during the COVID-19 quarantine!
- jolars/eulerr - Area-Proportional Euler and Venn Diagrams with Ellipses
- ANTsX/ANTsR - R interface to the ANTs biomedical image processing library
- pwwang/scplotter - scplotter is an R package that is built upon plotthis. It provides a set of functions to visualize single-cell sequencing data in an easy and efficient way.
- egenn/rtemis - Advanced Machine Learning and Visualization
- 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 mtcars for lists.
- r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
- USEPA/elevatr - An R package for accessing elevation data
- r-lib/keyring - ๐ Access the system credential store from R
- mllg/batchtools - Tools for computation on batch systems
- shikokuchuo/mirai - mirai - Minimalist Async Evaluation Framework for R
- joachim-gassen/ExPanDaR - R Package for Interactive Panel Data Exploration
- joachim-gassen/tidycovid19 - {tidycovid19}: An R Package to Download, Tidy and Visualize Covid-19 Related Data
- nteetor/yonder - A reactive web framework built on shiny
- carlganz/rintrojs - Wrapper for the Intro.js library
- R-ArcGIS/r-sample-tools - Sample tools illustrating R usage in geoprocessing scripts
- jseidman/hadoop-R - Example code for running R on Hadoop
- geoarrow/geoarrow-r - Extension types for geospatial data for use with 'Arrow'
- cloudyr/googleComputeEngineR - An R interface to the Google Cloud Compute API, for launching virtual machines
- ThinkR-open/fakir - Create Fake Data in R for tutorials
- vincentarelbundock/marginaleffects - R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference
- mtennekes/cols4all - Colors for all (R package)
- ncborcherding/scRepertoire - A toolkit for single-cell immune profiling
- richarddmorey/BayesFactor - BayesFactor R package for Bayesian data analysis with common statistical models.
- oscarperpinan/spacetime-vis - Sources of the book "Displaying time series, spatial and space-time data with R" (1st Edition)
- ZeBang/tensorTS - R package for autoregressive, reduced-rank, and factor models in time series.
- tidyverse/elmer - Call LLM APIs from R
- statsmaths/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- tkonopka/umap - Uniform Manifold Approximation and Projection - R package
- HenrikBengtsson/future - ๐ R package: future: Unified Parallel and Distributed Processing in R for Everyone
- ropensci/rtweet - ๐ฆ R client for interacting with Twitter's [stream and REST] APIs
- Veronica0206/nlpsem - R package for analyzing nonlinear longitudinal processes in the structural equation modeling framework
- HenrikBengtsson/progressr - ไธ R package: An Inclusive, Unifying API for Progress Updates
- RomanTsegelskyi/rbooks - A curated list of #rstats books
- HenrikBengtsson/future.apply - ๐ R package: future.apply - Apply Function to Elements in Parallel using Futures
- prestodb/RPresto - DBI-based adapter for Presto for the statistical programming language R.
- hadley/lazyeval - Lazy evaluation: an alternative to non-standard evaluation (NSE) for R
- r-lib/rray - Simple Arrays
- nredell/forecastML - An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
- maju116/platypus - R package for object detection and image segmentation.
- line/conflr - Post R Markdown documents to Confluence
- XD-DENG/ECharts2Shiny - To insert interactive charts from ECharts into R Shiny applications (ๅจR Shiny appไธญๆๅ ฅEChartsๅฏไบคไบๅพๅฝข)
- miraisolutions/xlconnect - XLConnect: Excel Connector for R
- Torvaney/ggsoccer - Plot soccer event data in R/ggplot2
- rubenarslan/codebook - Cook rmarkdown codebooks from metadata on R data frames
- robjhyndman/fpp3package - All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos http://OTexts.org/fpp3/. All packages required to run the examples are also loaded.
- walkerke/crsuggest - Get appropriate CRS suggestions for your spatial data in R
- sewardlee337/finreportr - R package - Financial Data from U.S. Securities and Exchange Commission
- HenrikBengtsson/parallelly - R package: parallelly - Enhancing the 'parallel' Package
- rweekly/rweekly.org - R Weekly
- devOpifex/ambiorix - ๐ฅ๏ธ Web framework for R
- mikelove/bioc-refcard - Bioconductor cheat sheet
- greta-dev/greta - simple and scalable statistical modelling in R
- daroczig/logger - A lightweight, modern and flexible, log4j and futile.logger inspired logging utility for R
- duckdblabs/duckplyr - A drop-in replacement for dplyr, powered by DuckDB for performance.
- tomaztk/Useless_R_functions - Useless R Functions. That's it
- tidyverse/nycflights13 - An R data package containing all out-bound flights from NYC in 2013 + useful metdata
- randyzwitch/RSiteCatalyst - R package to access Adobe Analytics Reporting API v1.4
- isinaltinkaya/gptchatteR - An experimental and unofficial wrapper for interacting with OpenAI GPT models in R.
- vincentarelbundock/modelsummary - Beautiful and customizable model summaries in R.
- rte-antares-rpackage/manipulateWidget - Add More Interactivity to htmlwidgets
- jacob-long/interactions - A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the
jtools
package. - beanumber/etl - R package to facilitate ETL operations
- rstudio/keras - R Interface to Keras
- hughjonesd/huxtable - An R package to create styled tables in multiple output formats, with a friendly, modern interface.
- Keiku/kaggle-airbnb-recruiting-new-user-bookings - 2nd Place Solution in Kaggle Airbnb New User Bookings competition
- JonasSchroeder/InstaCrawlR - Crawl public Instagram data using R scripts without API access token. See InstaCrawlR Instructions.pdf
- MangoTheCat/goodpractice - Advice on R Package Building
- LTLA/SingleR - Clone of the Bioconductor repository for the SingleR package.
- mattansb/Practical-Applications-in-R-for-Psychologists - Lesson files for Practical Applications in R for Psychologists.
- hrbrmstr/sergeant - ๐โโ๏ธ Tools to Transform and Query Data with 'Apache' 'Drill'
- matloff/regtools - Various tools for linear, nonlinear and nonparametric regression.
- cloudyr/rmote - Utilities for running R on a remote server
- ropensci/tabulizer - Bindings for Tabula PDF Table Extractor Library
- christophM/iml - iml: interpretable machine learning R package
- lockedata/starters - R Package ๐ฆ for initializing projects for various R activities ๐ฉ
- ColinFay/attempt - Tools for defensive programming in R
- nexr/RHive - RHive is an R extension facilitating distributed computing via Apache Hive.
- bhaskarvk/leaflet.extras - Extra functionality for leaflet R package.
- jbisanz/qiime2R - Import qiime2 artifacts to R
- globeandmail/startr - A template for data journalism in R
- hrbrmstr/statebins - Alternative to choropleths of US States ala http://bit.ly/statebins
- edgararuiz-zz/dbplot - Simplifies plotting of database and sparklyr data
- beechung/Latent-Factor-Models - R functions for fitting latent factor models with internal computation in C/C++
- r-lib/desc - Manipulate DESCRIPTION files
- 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.
- ropensci/assertr - Assertive programming for R analysis pipelines
- rexyai/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- swarm-lab/Rvision - Basic computer vision library for R
- grantmcdermott/plot2 - Lightweight extension of base R's plot system
- gadenbuie/countdown - โฒ countdown timer for R Markdown slides and HTML docs
- emitanaka/anicon - Animated icons for R markdown and Shiny apps
- coolbutuseless/tickle - Easily create UIs in base R
- theislab/kBET - An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
- mkearney/pkgverse - ๐ฆ๐ญ๐ Create your own universe of packages ร la tidyverse
- facebookexperimental/Robyn - Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
- avehtari/BDA_R_demos - Bayesian Data Analysis demos for R
- syberia/syberia - Syberia: The development framework for R
- MarkEdmondson1234/ga-dashboard-demo - A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL
- leeper/meme - Meme Generation in R
- SMAPPNYU/smappR - R tools for analysis of Twitter data
- COVAIL/cognizer - R package to call IBM Watson services.
- r-lib/pak - A fresh approach to package installation
- leeper/rio - A Swiss-Army Knife for Data I/O
- RConsortium/OOP-WG - S7: a new OO system for R
- soodoku/tuber - ๐ Access YouTube from R
- stephenturner/qqman - An R package for creating Q-Q and manhattan plots from GWAS results
- corynissen/fitbitScraper - R package to scrape fitbit data
- yihui/printr - Some (magical) printing methods for knitr
- robjhyndman/anomalous-acm - Anomalous time series package for R (ACM)
- cpsievert/pitchRx - Tools for scraping MLB Gameday data and Visualizing PITCHf/x
- emilyriederer/projmgr - R-based project management tools
- dlab-berkeley/R-Deep-Learning - Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization
- yihui/recharts - An R Interface to Apache ECharts (incubating)
- vertica/ddR - Standard API for Distributed Data Structures in R
- richfitz/storr - ๐ฆ Object cacher for R
- jmstanto/data-science-r - R code and documentation for "Introduction to Data Science" by Jeffrey Stanton
- Non-Contradiction/JuliaCall - Embed Julia in R
- rladies/starter-kit - Some useful R-Ladies files ๐ ๐
- Bart6114/jug - jug: A Simple Web Framework for R
- dlab-berkeley/R-Fundamentals - D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
- ropensci-archive/bomrang -
โ ๏ธ ARCHIVEDโ ๏ธ Australian government Bureau of Meteorology (BOM) data client for R - xfim/ggmcmc - Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
- rstudio-conf-2020/big-data - ๐ง Use dplyr to analyze Big Data ๐
- r-lib/gargle - Infrastructure for calling Google APIs from R, including auth
- RinteRface/fullPage - ๐ fullPage.js, pagePiling.js and multiScroll.js for shiny
- quanteda/stopwords - Multilingual Stopword Lists in R
- leonawicz/tabr - R package: tabr. Notation-based and tidy music data analysis and transcription.
- crowding/vadr - Making R a better language
- trinker/lexicon - A data package containing lexicons and dictionaries for text analysis
- RinteRface/shinybulma - ๐ Bulma.io for Shiny
- leifeld/texreg - Conversion of R Regression Output to LaTeX or HTML Tables
- genome/sciclone - An R package for inferring the subclonal architecture of tumors
- earowang/hts - Hierarchical and Grouped Time Series
- prioritizr/prioritizr - Systematic conservation prioritization in R
- pablobarbera/streamR - Dev version of streamR package: Access to Twitter Streaming API via R
- njtierney/brolgar - BRowse Over Longitudinal Data Graphically and Analytically in R
- lgatto/MSnbase - Base Classes and Functions for Mass Spectrometry and Proteomics
- keberwein/blscrapeR - A tool to gather, analyze and visualize data from the Bureau of Labor Statistics (BLS) API. Functions include segmentation, geographic analysis and visualization.
- hadley/secure - Secure private R data in public packages
- datacarpentry/r-raster-vector-geospatial - Introduction to Geospatial Raster and Vector Data with R
- Azure/doAzureParallel - A R package that allows users to submit parallel workloads in Azure
- Azure/azureml-sdk-for-r - Azure Machine Learning SDK for R
- rezakj/iCellR - Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).
- mwip/beautifyR - RStudio addin for formatting Rmarkdown tables
- christophsax/seasonal - R interface to X-13ARIMA-SEATS
- ropensci-archive/umapr - โ ARCHIVED โ Wraps UMAP Algorithm for Dimension Reduction
- emitanaka/shinycustomloader - Add a custom loader for R shiny
- 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
- delta-rho/trelliscope - Detailed Visualization of Large Complex Data in R
- ujjwalkarn/xda - R package for exploratory data analysis
- ropensci/RefManageR - R package RefManageR
- mjockers/syuzhet - An R package for the extraction of sentiment and sentiment-based plot arcs from text
- easystats/effectsize - ๐ Compute and work with indices of effect size and standardized parameters
- mlr-org/mlr3book - mlr3 manual
- rstudio/bigdataclass - Two-day workshop that covers how to use R to interact databases and Spark
- piersyork/owidR - An R Package for Importing Data from Our World in Data
- cbailiss/pivottabler - Create Pivot Tables natively in R
- malcolmbarrett/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - SymbolixAU/googleway - R Package for accessing and plotting Google Maps
- ropensci/googleLanguageR - R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API
- giswqs/whiteboxR - WhiteboxTools R Frontend
- ropensci-archive/rorcid -
โ ๏ธ ARCHIVEDโ ๏ธ A programmatic interface the Orcid.org API - minimaxir/reddit-bigquery - Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily
- Roche/rtables - Reporting tables with R
- christophsax/tsbox - tsbox: Class-Agnostic Time Series in R
- briatte/ggnetwork - Geoms to plot networks with ggplot2
- r-lib/rcmdcheck - Run R CMD check from R and collect the results
- boboppie/kruschke-doing_bayesian_data_analysis - John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS
- riatelab/linemap - โ Create maps made of lines
- devOpifex/g2r - Grammar of graphics for interactive visualisation using G2.js
- singmann/afex - Analysis of Factorial EXperiments (R package)
- davebraze/FDBeye - R tools for eyetracker workflows.
- Robinlovelace/geocompr - Open source book: Geocomputation with R
- r-spatial/mapview - Interactive viewing of spatial data in R
- 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.
- SebKrantz/collapse - Advanced and Fast Data Transformation in R
- ewenharrison/finalfit - Quickly create elegant regression results tables and plots when modelling in R
- eddelbuettel/drat - Drat R Archive Template
- VanLoo-lab/ascat - ASCAT copy number R package
- EagerAI/fastai - R interface to fast.ai
- vimc/orderly - ๐ฅ๐ Lightweight Reproducible Reporting for R
- MarkEdmondson1234/searchConsoleR - R interface with Google Search Console API v3, including Search Analytics.
- SymbolixAU/mapdeck - R interface to Deck.gl and Mapbox
- 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: https://rconnect.usgs.gov/dataRetrieval/
- AdrianAntico/RemixAutoML - R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
- hughjonesd/santoku - A versatile cutting tool for R
- tidymodels/TMwR - Code and content for "Tidy Modeling with R"
- MilesMcBain/friendlyeval - A friendly interface to tidyeval/rlang that will excuse itself when you're done.
- timoast/signac - R toolkit for the analysis of single-cell chromatin data
- jennybc/debugging - Talk about general debugging strategies. How to be less confused and frustrated.
- xrobin/pROC - Display and analyze ROC curves in R and S+
- 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.
- quanteda/readtext - an R package for reading text files
- ropensci/rplos - R client for the PLoS Journals API
- ropensci/fulltext - Search across and get full text for OA & closed journals
- ropensci/rorcid - A programmatic interface the Orcid.org API
- Ironholds/pystr - Python String Methods in R.
- cboettig/template - ๐ฆ A template for my research projects, based on the R package structure
- Ronggui/RQDA - R-based Qualitative Data Analysis
- pablobarbera/instaR - Dev version of instaR package: Access to Instagram API via R
- nflverse/nflfastR-data - builds play by play and player stats for nflverse/nflverse-data
- jthaman/ciTools - An R Package for Quick Uncertainty Intervals
- jasdumas/shinyLP - A R package for Bootstrap Components to make Landing Home Pages for Shiny ๐
- adletaw/captioner - an R package for generating figure/table numbers and captions, especially for Rmd docs
- trinker/reports - An R package to assist in the workflow of writing academic articles and other reports
- gimoya/theBioBucket-Archives - R-Code used in my blog theBioBucket
- rstudio/distill - Distill for R Markdown
- nik01010/dashboardthemes - Now on CRAN: custom theme support for R Shinydashboard applications.
- avehtari/ROS-Examples - Regression and other stories R examples
- ropensci-archive/learngganimate - โ ARCHIVED โ A living, breathing community exploration of the gganimate R package. A rOpenSci #ozunconf2018 project
- R-ArcGIS/r-bridge - Bridge library to connect ArcGIS and R, including arcgisbinding R library.
- jburkhardt/RAdwords - Loading Google Adwords Data into R
- ropensci/bomrang - Australian government Bureau of Meteorology (BOM) data client for R
- cosname/art-r-translation - ใR่ฏญ่จ็ผ็จ่บๆฏใ็ฟป่ฏ้กน็ฎๆไปถ
- andrewheiss/colourlovers - ๐จ ๐ฆ R Client for the COLOURlovers API
- ropensci/ezknitr - Avoid the typical working directory pain when using 'knitr'
- herbps10/reactor - Interactive notebooks for R
- lockedata/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- JohnCoene/ambiorix - ๐ฅ๏ธ Web framework for R
- hrbrmstr/splashr - ๐ฆ Tools to Work with the 'Splash' JavaScript Rendering Service in R
- gshs-ornl/wbstats - wbstats: An R package for searching and downloading data from the World Bank API
- ropensci/ckanr - R client for the CKAN API
- 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.
- atlanhq/rLandsat - R Package to make Landsat8 data accessible
- amrrs/animated_bar_charts_in_R - Code to demo how to build Animated Bar Charts in R
- xiaodaigh/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- tjmahr/WrapRmd - RStudio addin for wrapping RMarkdown paragraphs
- ropensci-archive/monkeylearn - โ ARCHIVED โ ๐ R package for text analysis with Monkeylearn ๐