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
- satijalab/seurat - R toolkit for single cell genomics
- r-lib/devtools - Tools to make an R developer's life easier
- 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
- IndrajeetPatil/ggstatsplot - Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ
- tylermorganwall/rayshader - R Package for 2D and 3D mapping and data visualization
- 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
- rstudio/reticulate - R Interface to Python
- rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R
- 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
- paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
- tidyverse/purrr - A functional programming toolkit for R
- ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
- rstudio/tensorflow - TensorFlow 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
- 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.
- BlakeRMills/MetBrewer - Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
- juliasilge/tidytext - Text mining using tidy tools โจ๐โจ
- swirldev/swirl - ๐ Learn R, in R.
- robjhyndman/forecast - Forecasting Functions for Time Series and Linear Models
- ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
- easystats/easystats - ๐ The R easystats-project
- easystats/performance - ๐ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
- thomasp85/ggraph - Grammar of Graph Graphics
- rstudio/renv - renv: Project environments for R.
- matloff/fasteR - Fast Lane to Learning R!
- stan-dev/rstan - RStan, the R interface to Stan
- mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
- ropensci/targets - Function-oriented Make-like declarative workflows for R
- tidyverse/readr - Read flat files (csv, tsv, fwf) into R
- TheAlgorithms/R - Collection of various algorithms implemented in R.
- EmilHvitfeldt/paletteer - ๐จ๐จ๐จ Collection of most color palettes in a single R package
- futureverse/future - ๐ R package: future: Unified Parallel and Distributed Processing in R for Everyone
- jokergoo/circlize - Circular visualization in R
- r-lib/httr - httr: a friendly http package for R
- sparklyr/sparklyr - R interface for Apache Spark
- tidyverse/magrittr - Improve the readability of R code with the pipe
- MichelNivard/gptstudio - GPT RStudio addins that enable GPT assisted coding, writing & analysis
- easystats/see - ๐จ Visualisation toolbox for beautiful and publication-ready figures
- cutterkom/generativeart - Create Generative Art with R
- ThinkR-open/golem - A Framework for Building Robust Shiny Apps
- 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-lib/usethis - Set up commonly used ๐ฆ components
- r-tmap/tmap - R package for thematic maps
- YuLab-SMU/ggtree - ๐Visualization and annotation of phylogenetic trees
- workflowr/workflowr - Organize your project into a research website
- ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
- rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
- dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- joshuaulrich/quantmod - Quantitative Financial Modelling Framework
- mjskay/ggdist - Visualizations of distributions and uncertainty
- google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
- quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
- dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
- rstudio/keras3 - R Interface to Keras
- ramnathv/slidify - Generate reproducible html5 slides from R markdown
- 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..
- erikaduan/r_tips - R programming tips for data cleaning, data visualisation, statistical modelling and machine learning
- ramnathv/htmlwidgets - HTML Widgets for R
- gadenbuie/tidyexplain - ๐คนโโ Animations of tidyverse verbs using R, the tidyverse, and gganimate
- ropensci-archive/rtweet - ๐ฆ R client for interacting with Twitter's [stream and REST] APIs
- jennybc/googlesheets - Google Spreadsheets R API
- GuangchuangYu/hexSticker - โจ Hexagon sticker in R
- hrbrmstr/waffle - ๐ Make waffle (square pie) charts in R
- dkahle/ggmap - A package for plotting maps in R with ggplot2
- tidyverse/lubridate - Make working with dates in R just that little bit easier
- jalapic/engsoccerdata - English and European soccer results 1871-2022
- tidymodels/infer - An R package for tidyverse-friendly statistical inference
- r-lib/styler - Non-invasive pretty printing of R code
- 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.
- mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
- r-spatial/rgee - Google Earth Engine for R
- mdozmorov/scRNA-seq_notes - A list of scRNA-seq analysis tools
- daattali/shinyjs - ๐ก Easily improve the user experience of your Shiny apps in seconds
- tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- jbkunst/highcharter - R wrapper for highcharts
- dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
- sqjin/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data
- tidyverse/tibble - A modern re-imagining of the data frame
- rstudio/learnr - Interactive Tutorials with R Markdown
- ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
- rstudio/ggvis - Interactive grammar of graphics for R
- easystats/report - ๐ ๐ Automated reporting of objects in R
- benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
- r-lib/cli - Tools for making beautiful & useful command line interfaces
- 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
- rstudio/RStartHere - A guide to some of the most useful R Packages that we know about
- davidgohel/officer - ๐ฎ officer: office documents from R
- 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
- r-lidar/lidR - Airborne LiDAR data manipulation and visualisation for forestry application
- tidyverse/stringr - A fresh approach to string manipulation in R
- amplab-extras/SparkR-pkg - R frontend for Spark
- leedrake5/Russia-Ukraine - Equipment Loss Tracking
- strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
- REditorSupport/languageserver - An implementation of the Language Server Protocol for R
- KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
- 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:
- fstpackage/fst - Lightning Fast Serialization of Data Frames for R
- r-lib/roxygen2 - Generate R package documentation from inline R comments
- nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
- gesistsa/rio - ๐ A Swiss-Army Knife for Data I/O
- ggobi/ggally - R package that extends ggplot2
- 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.
- toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
- tidymodels/recipes - Pipeable steps for feature engineering and data preprocessing to prepare for modeling
- davidgohel/flextable - table farming
- igraph/rigraph - igraph R package
- immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
- DiskFrame/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- tidymodels/corrr - Explore correlations in R
- r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
- easystats/bayestestR - ๐ป Utilities for analyzing Bayesian models and posterior distributions
- massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
- pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
- 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
- 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
- ropensci/tabulapdf - Bindings for Tabula PDF Table Extractor Library
- JaseZiv/worldfootballR - A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
- thomasp85/tidygraph - A tidy API for graph manipulation
- tidyverse/forcats - ๐๐๐๐: tools for working with categorical variables (factors)
- tidyverts/tsibble - Tidy Temporal Data Frames and Tools
- dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
- tidyverse/ellmer - Call LLM APIs from R
- r-lib/rlang - Low-level API for programming with R
- 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.
- boxuancui/DataExplorer - Automate Data Exploration and Treatment
- redoc-dev/redoc - Reversible Reproducible Documents
- pola-rs/r-polars - Polars R bindings
- marcusvolz/mathart - Create mathematical art with R
- cynkra/dm - Working with relational data models in R
- r-dbi/bigrquery - An interface to Google's BigQuery from R.
- rstudio/r2d3 - R Interface to D3 Visualizations
- lcpmgh/colors - ๅญฆๆฏๆๅ้ ่ฒๆจ่ๅจ
- e-sensing/sits - Satellite image time series in R
- corybrunson/ggalluvial - ggplot2 extension for alluvial plots
- bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
- Appsilon/shiny.semantic - Shiny support for powerful Fomantic UI library.
- MRCIEU/TwoSampleMR - R package for performing 2-sample MR using IEU OpenGWAS database
- mca91/EconometricsWithR - ๐An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
- hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
- giuseppec/iml - iml: interpretable machine learning R package
- vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
- chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
- rstudio/hex-stickers - RStudio hex stickers
- gadenbuie/regexplain - ๐ An RStudio addin slash regex utility belt
- tidyverse/dbplyr - Database (DBI) backend for dplyr
- thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
- tonyfischetti/assertr - Assertive programming for R analysis pipelines
- yrosseel/lavaan - an R package for structural equation modeling and more
- nflverse/nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
- PoisonAlien/maftools - Summarize, Analyze and Visualize MAF files from TCGA or in-house studies.
- easystats/parameters - ๐ Computation and processing of models' parameters
- r-lib/progress - Progress bar in your R terminal
- jinworks/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell and spatially resolved transcriptomics
- ropensci-review-tools/goodpractice - Advice on R Package Building
- ropensci/magick - Magic, madness, heaven, sin
- kassambara/rstatix - Pipe-friendly Framework for Basic Statistical Tests in R
- RConsortium/S7 - S7: a new OO system for R
- RinteRface/shinydashboardPlus - extensions for shinydashboard
- ropensci/visdat - Preliminary Exploratory Visualisation of Data
- thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
- rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
- RinteRface/bs4Dash - Bootstrap 4 shinydashboard using AdminLTE3
- ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
- r-causal/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - easystats/correlation - ๐ Methods for Correlation Analysis
- twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
- r-lib/scales - Tools for ggplot2 scales
- trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
- stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
- PaulC91/shinyauthr - R package with shiny authentication modules
- 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
- ewenme/ghibli - Studio Ghibli colour palettes
- rstats-wtf/what-they-forgot - "What They Forgot to Teach You About R" website / eBook
- GreenleafLab/ArchR - ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
- ropensci/stplanr - Sustainable transport planning with R
- data-cleaning/validate - Professional data validation for the R environment
- RamiKrispin/TSstudio - Tools for time series analysis and forecasting
- 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"
- wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
- r-lib/here - A simpler way to find your files
- r-lib/R6 - Encapsulated object-oriented programming for R
- easystats/insight - ๐ฎ Easy access to model information for various model objects
- welch-lab/liger - R package for integrating and analyzing multiple single-cell datasets
- therneau/survival - Survival package for R
- hadley/emo - Easily insert emoji into R and RMarkdown
- jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
- anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
- rstudio/tufte - Tufte Styles for R Markdown Documents
- RinteRface/shinyMobile - shiny API for Framework7 (IOS/android)
- swsoyee/2019-ncov-japan - ๐ฆ Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
- bstewart/stm - An R Package for the Structural Topic Model
- rstudio/packrat - Packrat is a dependency management system for R
- 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
- tidyverse/modelr - Helper functions for modelling
- talgalili/heatmaply - Interactive Heat Maps for R Using plotly
- stan-dev/rstanarm - rstanarm R package for Bayesian applied regression modeling
- riatelab/cartography - Thematic Cartography for R
- yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
- MarioniLab/miloR - R package implementation of Milo for testing for differential abundance in KNN graphs
- BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
- stuart-lab/signac - R toolkit for the analysis of single-cell chromatin data
- daattali/ggExtra - ๐ Add marginal histograms to ggplot2, and more ggplot2 enhancements
- mkearney/tweetbotornot - ๐ค R package for detecting Twitter bots via machine learning
- DillonHammill/DataEditR - An Interactive R Package for Viewing, Entering Filtering and Editing Data
- const-ae/ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots
- krzjoa/awesome-r-dataviz - Curated resources about Data Visualization, Drawing & Publishing in R
- cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
- luukvdmeer/sfnetworks - Tidy Geospatial Networks in R
- dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
- dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
- SurajGupta/r-source - R Source Code
- charlie86/spotifyr - R wrapper for Spotify's Web API
- grantmcdermott/tinyplot - Lightweight extension of the base R graphics system
- tidyverse/googlesheets4 - Google Spreadsheets R API (reboot of the googlesheets package)
- awalker89/openxlsx - R package for .xlsx file reading and writing.
- r-hub/rhub - R-hub API client
- JoaquinAmatRodrigo/Estadistica-con-R - Apuntes personales sobre estadรญstica, machine learning y lenguaje de programaciรณn R
- PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
- junjunlab/scRNAtoolVis - Useful functions to make your scRNA-seq plot more cool!
- mages/googleVis - Interface between R and the Google Chart Tools
- xia-lab/MetaboAnalystR - R package for MetaboAnalyst
- tidyverse/duckplyr - A drop-in replacement for dplyr, powered by DuckDB for speed.
- vincentarelbundock/countrycode - R package: Convert country names and country codes. Assigns region descriptors.
- salimk/Rcrawler - An R web crawler and scraper
- tashapiro/tanya-data-viz - Personal data visualization side projects.
- pablobarbera/Rfacebook - Dev version of Rfacebook package: Access to Facebook API via R
- Yunuuuu/ggalign - Integrative Composable Visualization Framework for ggplot2
- r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
- cols4all/cols4all-R - Colors for all (R package)
- BorchLab/scRepertoire - A toolkit for single-cell immune profiling
- easystats/effectsize - ๐ Compute and work with indices of effect size and standardized parameters
- Azure/Microsoft365R - R SDK for interacting with Microsoft 365 APIs
- 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.
- ropensci/RSelenium - An R client for Selenium Remote WebDriver
- swarm-lab/editR - A Rmarkdown editor with instant preview
- stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
- r-lib/covr - Test coverage reports for R
- jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
- hafen/geofacet - R package for geographical faceting with ggplot2
- walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
- paws-r/paws - Paws, a package for Amazon Web Services in R
- joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
- bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
- tidymodels/rsample - Classes and functions to create and summarize resampling objects
- richfitz/remake - Make-like declarative workflows in R
- max-alletsee/rstudio-themes - A collection of themes for RStudio
- EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R ๐๐๐
- ropensci/rnoaa - R interface to many NOAA data APIs
- bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
- r-dbi/RPostgres - A DBI-compliant interface to PostgreSQL
- benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
- r-lib/rex - Friendly regular expressions for R.
- taiyun/corrplot - A visual exploratory tool on correlation matrix
- r-dbi/RSQLite - R interface for SQLite
- ModelOriented/modelStudio - ๐ Interactive Studio for Explanatory Model Analysis
- dmi3kno/polite - Be nice on the web
- BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
- openair-project/openair - ๐งญ Open source tools for air quality data analysis
- microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
- scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
- markvanderloo/stringdist - String distance functions for R
- jumpingrivers/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
- tidyverse/googledrive - Google Drive R API
- jcrodriguez1989/chatgpt - Interface to ChatGPT from R
- clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
- 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
- immunomind/immunarch - ๐งฌ immunarch [R package] โ Multi-Modal Immune Repertoire Analytics for Immunotherapy and Vaccine Design
- hughjonesd/huxtable - An R package to create styled tables in multiple output formats, with a friendly, modern interface.
- bkelly-lab/ReplicationCrisis - Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2023)
- ropensci/rix - Reproducible Data Science environments for R with Nix
- r-lib/crayon - ๐๏ธ R package for colored terminal output โ now superseded by cli
- datacarpentry/R-ecology-lesson - Data Analysis and Visualization in R for Ecologists
- georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurรญdica (CNPJ)
- abresler/nbastatR - NBA Stats API Wrapper and more for R
- JohnCoene/coronavirus - ๐ฆ Novel Coronavirus (COVID-19) Tracker
- eddelbuettel/littler - A scripting and command-line front-end for GNU R
- ropensci/software-review - rOpenSci Software Peer Review.
- r-lib/memoise - Easy memoisation for R
- Appsilon/rhino - Build high quality, enterprise-grade Shiny apps at speed
- eddelbuettel/r2u - CRAN as Ubuntu Binaries
- ropensci-archive/rplos -
โ ๏ธ ARCHIVEDโ ๏ธ R client for the PLoS Journals API - mitchelloharawild/icons - R package to easily insert web icons to RMarkdown
- FrankPortman/bayesAB - ๐ข bayesAB: Fast Bayesian Methods for A/B Testing
- xiaolei-lab/rMVP - ๐ฎ A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
- bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
- r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
- 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
- wch/rgcookbook - R Graphics Cookbook
- r-lib/lobstr - Understanding complex R objects with tools similar to str()
- microbiome/microbiome - microbiome R package
- NickCH-K/causalgraphs - R code for causal graph animations
- mrkaye97/slackr - An R package for sending messages from R to Slack
- neuhausi/canvasXpress - CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
- 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.
- virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
- rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
- r-lib/callr - Call R from R
- sjmgarnier/viridis - Colorblind-Friendly Color Maps for R
- ropensci/charlatan - Create fake data in R
- tidymodels/stacks - An R package for tidy stacked ensemble modeling
- rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
- r-lib/waldo - Find differences between R objects
- Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
- hughjonesd/ggmagnify - Create a magnified inset of part of a ggplot object
- jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
- kolaczyk/sand - Statistical Analysis of Network Data with R, 2nd Edition
- constantAmateur/SoupX - R package to quantify and remove cell free mRNAs from droplet based scRNA-seq data
- jessecambon/tidygeocoder - Geocoding Made Easy
- 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
- rexyai/RestRserve - R web API framework for building high-performance microservices and app backends
- moldach/vapoRwave - ๐ผ๐พ๐นVaporwave themes and color palettes for ggplot2๐พ๐จโ๐ค๐บ
- mkearney/rstudiothemes - A curated list of RStudio themes found on Github
- thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
- 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)
- yihui/servr - A simple HTTP server in R
- smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
- ropensci/taxize - A taxonomic toolbelt for R
- bergant/datamodelr - Data model diagrams in R
- r-lib/mirai - Minimalist Async Evaluation Framework for R
- mllg/checkmate - Fast and versatile argument checks
- 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 .
- kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
- bleutner/RStoolbox - Remote Sensing Data Analysis in R ๐ฐ
- r-spatial/leafgl - R package for fast web gl rendering for leaflet
- Appsilon/shiny.fluent - Microsoft's Fluent UI for Shiny apps
- TullyMonster/MendelRookie - ๆฐๆๅๅฅฝ็ๅญๅพทๅฐ้ๆบๅ้กน็ฎ
- ecpolley/SuperLearner - Current version of the SuperLearner R package
- r-rust/hellorust - Template R package with rust bindings
- schochastics/graphlayouts - new layout algorithms for network visualizations in R
- fastverse/fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
- bmschmidt/wordVectors - An R package for creating and exploring word2vec and other word embedding models
- VerbalExpressions/RVerbalExpressions - ๐ฌ Create regular expressions easily
- XSaintX/book-R-DataAnalysis - this project contains R code about analysing data from the book Analisis de datos con R
- Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
- cjbarrie/academictwitteR - Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
- 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.
- talgalili/installr - Functions for installing softwares from within R
- dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
- rfsaldanha/microdatasus - Download de dados do DataSUS e prรฉ-processamento no R.
- RamiKrispin/vscode-r - A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker
- jakelawlor/PNWColors - A Pacific Northwest inspired R color palette package
- ropensci-archive/fulltext -
โ ๏ธ ARCHIVEDโ ๏ธ Search across and get full text for OA & closed journals - r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
- lorenzwalthert/precommit - pre-commit hooks for R projects
- ropensci/iheatmapr - Complex, interactive heatmaps in R
- wviechtb/metafor - A meta-analysis package for R
- saezlab/decoupleR - R package to infer biological activities from omics data using a collection of methods.
- chasemc/electricShine - Create Standalone Installable Shiny Apps
- 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.
- R-CoderDotCom/calendR - Ready to print calendars with ggplot2
- robjhyndman/tsfeatures - Time series features
- 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.
- leeper/margins - An R Port of Stata's 'margins' Command
- asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
- khanhnamle1994/statistical-learning - Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
- knausb/vcfR - Tools to work with variant call format files
- hafen/trelliscopejs - TrelliscopeJS R Package
- Appsilon/shiny.router - A minimalistic router for your Shiny apps.
- rstudio/config - config package for R
- romantseg/rbooks - A curated list of #rstats books
- tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
- tidymodels/tidypredict - Run predictions inside the database
- exaexa/scattermore - very fast scatterplots for R
- Appsilon/semantic.dashboard - Quick, beautiful and customizable dashboard template for Shiny based on shiny.semantic and Fomantic UI.
- yihui/formatR - Format R Code Automatically
- trinker/wakefield - Generate random data sets
- karthik/holepunch - Make your R project Binder ready
- AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
- r-lib/httr2 - Make HTTP requests and process their responses. A modern reimagining of httr.
- IOBR/IOBR - IOBR is an R package to perform comprehensive analysis of tumor microenvironment and signatures for immuno-oncology.
- dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
- vnijs/radiant - Business analytics using R and Shiny
- ropensci/rnaturalearth - An R package to hold and facilitate interaction with natural earth map data ๐
- pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
- pharmaverse/admiral - ADaM in R Asset Library
- jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
- geoffjentry/twitteR - R based twitter client
- eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
- easystats/modelbased - ๐ Estimate effects, contrasts and means based on statistical models
- bergant/finstr - ๐ Financial statements in R
- rstudio/pool - Object Pooling in R
- karthik/rdrop2 - Dropbox Interface from R
- jsta/r-docker-tutorial - A docker tutorial for reproducible research
- sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
- r-lib/conflicted - An alternative conflict resolution strategy for R
- r-lib/bench - High Precision Timing of R Expressions
- RGLab/MAST - Tools and methods for analysis of single cell assay data in R
- HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
- r-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns ๐บ๏ธ in R
- quanteda/spacyr - R wrapper to spaCy NLP
- ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
- covid19datahub/COVID19 - A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution
- alastairrushworth/inspectdf - ๐ ๏ธ ๐ Tools for Exploring and Comparing Data Frames
- trinker/textclean - Tools for cleaning and normalizing text data
- jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
- 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.
- cwickham/purrr-tutorial - A introduction to purrr
- ropensci/tesseract - Bindings to Tesseract OCR engine for R
- rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
- GenomicSEM/GenomicSEM - R-package for structural equation modeling based on GWAS summary data
- ChiLiubio/microeco - An R package for data analysis in microbial community ecology
- ropensci/elastic - R client for the Elasticsearch HTTP API
- rOpenGov/eurostat - R tools for Eurostat data
- riatelab/osrm - Interface between R and the OpenStreetMap-based routing service OSRM
- Raymo111/Raymo111 - My awesome profile README
- cdeterman/gpuR - R interface to use GPU's
- AdrianAntico/AutoQuant - R package for automation of machine learning, forecasting, model evaluation, and model interpretation
- OpenIntroStat/openintro - ๐ฆ R package for data and supplemental functions for OpenIntro resources
- nrennie/tidytuesday - This repository contains the R, Python, D3, and Svelte code used to produce my visualisations for the #TidyTuesday challenges.
- insightsengineering/rtables - Reporting tables with R
- daattali/shinyalert - ๐ฏ๏ธ Easily create pretty popup messages (modals) in Shiny
- toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
- erocoar/gghalves - โ๏ธ Easy half-half geoms in ggplot2
- ankane/jetpack - A friendly package manager for R
- r-lib/processx - Execute and Control Subprocesses from R
- davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
- hadley/strict - Make R a little bit stricter
- ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
- rolkra/explore - R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
- talgalili/d3heatmap - A D3.js-based heatmap htmlwidget for R
- satijalab/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
- r-lib/asciicast - Turn R scripts into terminal screencasts
- nicolewhite/RNeo4j - Neo4j Driver for R.
- laresbernardo/lares - Analytics & Machine Learning R Sidekick
- 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'.
- rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
- rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
- Pakillo/grateful - Facilitate citation of R packages
- dataspelunking/MLwR - Machine Learning with R
- jennybc/code-smells-and-feels - Talk on code smells and feels and how to change that via refactoring
- echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
- al2na/methylKit - R package for DNA methylation analysis
- ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
- ycphs/openxlsx - openxlsx - a fast way to read and write complex xslx files
- riatelab/mapsf - Thematic cartography with R
- r-lib/gmailr - Access the Gmail RESTful API from R.
- noriakis/ggkegg - Analyzing and visualizing KEGG information using the grammar of graphics
- gaborcsardi/prompt - Dynamic R prompt
- trevorstephens/titanic - Getting Started With R
- markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
- jamesotto852/ggdensity - An R package for interpretable visualizations of bivariate density estimates
- brodieG/diffobj - Compare R Objects with a Diff
- yihui/litedown - A lightweight version of R Markdown (without using Pandoc or knitr)
- kosukeimai/MatchIt - R package MatchIt
- extendr/rextendr - An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically
- dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
- bbolker/broom.mixed - tidy methods for mixed models in R
- adamribaudo/storytelling-with-data-ggplot - Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
- insightsengineering/teal - Exploratory Web Apps for Analyzing Clinical Trial Data
- vincentarelbundock/WDI - R package to download World Bank data
- trinker/topicmodels_learning - A repository of learning & R resources related to topic models
- rticulate/import - An Import Mechanism For R
- gavinsimpson/gratia - ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
- ambiorix-web/ambiorix - ๐ฅ๏ธ Web framework for R
- Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
- kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
- tidyverse/design - Tidyverse design principles
- r-simmer/simmer - Discrete-Event Simulation for R
- r-lib/gh - Minimalistic GitHub API client in R
- iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
- trafficonese/leaflet.extras - Extra functionality for leaflet R package.
- Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
- ropensci/qualtRics - Download โฌ๏ธ Qualtrics survey data directly into R!
- mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
- katiejolly/nationalparkcolors - R package for color themes inspired by national parks
- stephenslab/susieR - R package for "sum of single effects" regression.
- r-lib/xml2 - Bindings to libxml2
- pbs-assess/sdmTMB - ๐ An R package for spatial and spatiotemporal GLMMs with TMB
- 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.
- ropensci/biomartr - Genomic Data Retrieval with R
- omarwagih/ggseqlogo - Publication-quality sequence logos in R
- cbail/textnets - R package to perform automated text analysis using network techniques
- ropensci/git2r - R bindings to the libgit2 library
- lionel-/codegrip - Reshaping and navigation commands for R code
- joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
- philchalmers/mirt - Multidimensional item response theory
- microsoft/microsoft-r-open - Microsoft R Open Source
- zatonovo/lambda.r - Functional programming in R
- jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
- griffithlab/GenVisR - Genome data visualizations
- edwindj/whisker - {{mustache}} for R
- r-spatial/mapedit - Interactive editing of spatial data in R
- GoekeLab/bambu - Reference-guided transcript discovery and quantification for long read RNA-Seq data
- gadenbuie/epoxy - Extra-strength glue engines for R Markdown, Quarto, and Shiny
- ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
- 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
- youngwoos/Doit_R - <Do it! ์ฝ๊ฒ ๋ฐฐ์ฐ๋ R ๋ฐ์ดํฐ ๋ถ์> ์ ์ฅ์
- wilkox/treemapify - ๐ณ Draw treemaps in ggplot2
- MatsuuraKentaro/RStanBook - ใStanใจRใงใใคใบ็ตฑ่จใขใใชใณใฐใใฎใตใใผใใใผใธใงใ.
- JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
- gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
- USEPA/elevatr - An R package for accessing elevation data
- PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
- mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
- docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
- r-for-educators/flair - decorate your R code
- mixOmicsTeam/mixOmics - Development repository for the Bioconductor package 'mixOmics '
- lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
- kharchenkolab/conos - R package for the joint analysis of multiple single-cell RNA-seq datasets
- thebioengineer/camcorder - Record plots generated during an R session and replay as a gif!
- r-spatial/qgisprocess - R package to use QGIS processing algorithms
- maxtoki/baseball_R - Companion to Analyzing Baseball Data with R
- hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
- gluc/data.tree - General Purpose Hierarchical Data Structure for R
- datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
- pewresearch/pewmethods - Pew Research Center Methods team R package of miscellaneous functions
- cvxgrp/CVXR - An R modeling language for convex optimization problems.
- kcuilla/reactablefmtr - Streamlined Table Styling and Formatting for Reactable
- HenrikBengtsson/matrixStats - R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
- yonicd/carbonate - carbon.js for R
- jthomasmock/gtExtras - A Collection of Helper Functions for the gt Package.
- hadley/assertthat - User friendly assertions for R
- flujoo/gm - R Package for Music Creation
- privefl/bigsnpr - R package for the analysis of massive SNP arrays.
- gkaramanis/aRtist - Making art with R
- enblacar/SCpubr - Generate high quality, publication ready visualizations for single cell transcriptomics data.
- yihui/animation - A gallery of animations in statistics and utilities to create animations
- will-r-chase/aRt - Generative or data-driven artwork made with R
- rstudio/promises - A promise library for R
- OHDSI/PatientLevelPrediction - An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
- KlausVigo/phangorn - Phylogenetic analysis in R
- ropensci/rentrez - talk with NCBI entrez using R
- BlakeRMills/MoMAColors - Color Schemes based around artwork and the Museum of Modern Art.
- ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
- SSSYDYSSS/TransProR - Analysis and visualization of multi-omics data. In ongoing development: multi-modal fusion, sparse learning, and spatio-temporal effects...
- sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
- skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
- johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
- dieghernan/tidyterra - tidyverse and ggplot2 methods for terra spatial objects
- renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
- Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
- spatstat/spatstat - Umbrella package of the 'spatstat' family................
- sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
- hadley/pryr - Pry open the covers of R
- GuangchuangYu/badger - Badge for R Package
- nsgrantham/ggdark - Dark mode for ggplot2 themes
- dirkschumacher/llr - Lisp-like-R: A clojure inspired lisp that compiles to R in R
- ropensci/textreuse - Detect text reuse and document similarity
- jennybc/send-email-with-r - How to send a bunch of email from R
- mkearney/resist_oped - ๐ต๐ฝโโ๏ธ Identifying the author behind New York Timeโs op-ed from inside the Trump White House.
- hgeorgako/rfortraders - Quantitative Trading with R
- computationalstylistics/stylo - R package for stylometric analyses
- stan-dev/shinystan - shinystan R package and ShinyStan GUI
- 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.
- ropensci-archive/opendata - โ ARCHIVED โ
- Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
- DUanalytics/rAnalytics - Analytics in R
- tomwenseleers/export - R package for streamlined export of graphs and data tables.
- 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
- 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.
- egeulgen/pathfindR - pathfindR: Enrichment Analysis Utilizing Active Subnetworks
- thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
- rstudio/vetiver-r - Version, share, deploy, and monitor models
- ropensci/piggyback - ๐ฆ for using large(r) data files on GitHub
- juba/explor - Interfaces for Multivariate Analysis in R
- mhahsler/arules - Mining Association Rules and Frequent Itemsets with R
- davidhodge931/ggblanket - Simplify ggplot2 visualisation
- briatte/ggnet - Network visualization with ggplot2
- merlinoa/shinyFeedback - display user feedback next to Shiny inputs
- cynkra/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
- colearendt/tidyjson - Tidy your JSON data in R with tidyjson
- strengejacke/sjstats - Effect size measures and significance tests
- r-quantities/units - Measurement units for R
- duckdb/duckdb-r - The duckdb R package
- stefano-meschiari/latex2exp - Use LaTeX in R graphics.
- lmullen/gender - Predict Gender from Names Using Historical Data
- junjunlab/GseaVis - An implement R package to visualize GSEA results
- YuLab-SMU/MicrobiotaProcess - ๐ฆ A comprehensive R package for deep mining microbiome
- yiluheihei/microbiomeMarker - R package for microbiome biomarker discovery
- Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
- leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
- JohnCoene/cicerone - ๐๏ธ Give tours of your Shiny apps
- jennybc/r-graph-catalog - All graphs in โCreating More Effective Graphsโ, made with R package ggplot2.
- Hy4m/linkET - Everything is Linkable
- datawookie/emayili - An R package for sending email messages.
- ankane/dbx - A fast, easy-to-use database library for R
- velocyto-team/velocyto.R - RNA velocity estimation in R
- mplatzer/BTYDplus - R package for Customer Behavior Analysis
- harrelfe/rms - Regression Modeling Strategies
- decryptr/decryptr - An extensible API for breaking captchas
- r-spatial/RQGIS - RQGIS - integrating R with QGIS
- nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
- mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
- jotech/gapseq - Informed prediction and analysis of bacterial metabolic pathways and genome-scale networks
- dupadhyaya/rAnalyticsHHE - Repository for Online Classes
- theislab/zellkonverter - Conversion between scRNA-seq objects
- seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
- rpremraj/mailR - A utility to send emails from the R programming environment
- gojiplus/tuber - ๐ Access YouTube from R
- cwatson/brainGraph - Graph theory analysis of brain MRI data
- skardhamar/rga - R Google Analytics
- ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
- koenderks/aRtsy - aRtsy is an R package that implements algorithms for making generative art in a straightforward and standardized manner using 'ggplot2'.
- emanuelhuber/RGPR - Ground-penetrating radar (GPR) data processing and visualisation: a free and open-source software package (R language)
- csdaw/ggprism - ggplot2 extension inspired by GraphPad Prism
- AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
- abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
- ThinkR-open/dockerfiler - Easy Dockerfile Creation from R
- MicheleNuijten/statcheck - A spellchecker for statistics
- timelyportfolio/listviewer - R htmlwidget to view lists
- openpharma/visR - A package to wrap functionality for plots, tables and diagrams adhering to graphical principles.
- jkaupp/tidytuesdays - Entries for tidytuesday
- GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
- mlr-org/batchtools - Tools for computation on batch systems
- rstudio-conf-2022/ggplot2-graphic-design - "Graphic Design with ggplot2", a 2-day rstudio::conf(2022) Workshop by Cรฉdric Scherer
- 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.
- kbroman/broman - R/broman: A package with Karl Broman's personal R code
- privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
- Pakillo/template - A template for data analysis projects structured as R packages (or not)
- GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
- FantasyFootballAnalytics/ffanalytics - ffanalytics R package
- 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.
- ropensci/osmextract - Download and import OpenStreetMap data from Geofabrik and other providers
- RamiKrispin/shinylive-r - A guide for deploying Shinylive R application into Github Pages
- hrecht/censusapi - R package to retrieve U.S. Census data and metadata via API
- MarkEdmondson1234/googleAuthR - Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
- dselivanov/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- davidski/evaluator - โOpen Source Toolkit for Quantitative Risk Assessment
- r-lib/withr - Methods For Temporarily Modifying Global State
- chr1swallace/coloc - Repo for the R package coloc
- briatte/ida - Introduction to Data Analysis, using R (2013)
- r-lib/coro - Coroutines for R
- byaxb/RDataAnalytics - Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
- ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
- ropensci/rcrossref - R client for various CrossRef APIs
- opengeos/whiteboxR - WhiteboxTools R Frontend
- ndphillips/VisualResume - An R package for creating a visual resume
- hms-dbmi/scde - R package for analyzing single-cell RNA-seq data
- cran-task-views/WebTechnologies - CRAN Task View: WebTechnologies
- YuLab-SMU/ggimage - ๐จ Use Images in ggplot2
- hrbrmstr/docxtractr - โ๏ธ Extract Tables from Microsoft Word Documents with R
- gtatters/Thermimage - R Package for working with radiometric thermal image files and data
- dreamRs/billboarder - ๐ R Htmlwidget for billboard.js
- rstudio/chromote - Chrome Remote Interface for R
- faridcher/ml-course - Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
- swcarpentry/r-novice-gapminder - R for Reproducible Scientific Analysis
- rstudio/rstudioapi - Safely access RStudio's API (when available)
- nanxstats/liftr - ๐ณ Containerize R Markdown documents for continuous reproducibility
- hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
- christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
- shosaco/vistime - Pretty timelines in R.
- ropensci/webchem - Chemical Information from the Web
- renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
- PoisonAlien/trackplot - Generate IGV style locus tracks from bigWig files in R
- jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
- irudnyts/openai - An R package-wrapper around OpenAI API
- carlos-alberto-silva/rGEDI - rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
- stefpeschel/NetCoMi - Network construction, analysis, and comparison for microbial compositional data
- noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
- vincentarelbundock/tinytable - Simple and Customizable Tables in
R
- jeroen/V8 - Embedded JavaScript Engine for R
- mkearney/tidyversity - ๐ Tidy tools for academics
- pharmaR/riskmetric - Metrics to evaluate the risk of R packages
- JohnCoene/firebase - Google FIrebase for shiny
- cynkra/constructive - Display Idiomatic Code to Construct Most R Objects
- Appsilon/shiny.i18n - Shiny applications internationalization made easy
- SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
- stan-dev/posterior - The posterior R package
- ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
- ianmcook/tidyquery - Query R data frames with SQL
- eddelbuettel/anytime - Anything to POSIXct or Date Converter
- swcarpentry/r-novice-inflammation - Programming with R
- mattflor/chorddiag - R interface to D3 chord diagrams
- edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
- r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
- RLesur/Rcade - Games to procrastinate with RStudio
- jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
- fawda123/rStrava - Functions to access data from Strava's v3 API.
- uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
- stephenturner/annotables - R data package for annotating/converting Gene IDs
- 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
- nicholasjclark/mvgam - {mvgam} R ๐ฆ to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting
- feddelegrand7/ralger - ralger makes it easy to scrape a website. Built on the shoulders of titans: rvest, xml2.
- ShichenXie/scorecard - Scorecard Development in R, ่ฏๅๅก
- ropensci/dataspice - ๐ถ๏ธ Create lightweight schema.org descriptions of your datasets
- RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
- JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
- HenrikBengtsson/startup - ๐ง R package: startup - Friendly R Startup Configuration
- erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
- rspatial/raster - R raster package https://rspatial.github.io/raster/reference/raster-package.html
- ropensci/dev_guide - rOpenSci Packages: Development, Maintenance, and Peer Review
- ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
- psychbruce/ChineseNames - ๐ Chinese Name Database (1930-2008).
- jorvlan/raincloudplots - {package} The easy way to create raincloud plots
- andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
- jonathanbratt/RBERT - Implementation of BERT in R
- jeffreyhorner/Rook - A web server interface for R
- JanMarvin/openxlsx2 - openxlsx2 - read, write and modify xlsx files
- elliottmorris/politicaldata - ๐ณ๐An R package for acquiring and analyzing political data โ including polls, election results, legislator information, and demographic data.
- trr266/ExPanDaR - R Package for Interactive Panel Data Exploration
- strengejacke/sjmisc - Data transformation and utility functions for R
- 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).
- curso-r/auth0 - Authentication in shinyapps using Auth0 service
- quarto-dev/quarto-r - R interface to quarto-cli
- psolymos/pbapply - Adding progress bar to '*apply' functions in R
- ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
- rdboyes/forester - An R package for creating publication-ready forest plots.
- 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.
- talgalili/dendextend - Extending R's Dendrogram Functionality
- pachadotdev/analogsea - Digital Ocean R client
- 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).
- MilesMcBain/capsule - An inversion of renv for low effort reproducible R package libraries
- datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
- phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
- farach/huggingfaceR - Hugging Face state-of-the-art models in R
- 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)
- edwindj/daff - Diff, patch and merge for data.frames, see http://paulfitz.github.io/daff/
- daroczig/fbRads - Analyze and manage Facebook ads from R using this client library to access their Marketing APIs
- cafferychen777/ggpicrust2 - Make Picrust2 Output Analysis and Visualization Easier
- zmeers/ggparliament - Simple parliament plots using ggplot2
- r-transit/tidytransit - R package for working with GTFS data
- ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
- RLesur/crrri - A Chrome Remote Interface written in R
- rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
- ranalytics/r-tutorials - ะัะธะปะพะถะตะฝะธั ะบ ะบะฝะธะณะต "ะกัะฐัะธััะธัะตัะบะธะน ะฐะฝะฐะปะธะท ะธ ะฒะธะทัะฐะปะธะทะฐัะธั ะดะฐะฝะฝัั ั ะฟะพะผะพััั R"
- benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
- timelyportfolio/d3r - d3.js helpers for R
- Tazinho/snakecase - ๐๐๐ A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
- stan-dev/cmdstanr - CmdStanR: the R interface to CmdStan
- 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
- ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
- OscarKjell/text - Using Transformers from HuggingFace in R
- mdlincoln/clipr - R functions for reading and writing from the system clipboard
- zatonovo/futile.logger - A logging package in R similar to log4j
- ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
- r-lib/debugme - Easy and efficient debugging for R packages
- dankelley/oce - R package for oceanographic processing
- yihui/xfun - Miscellaneous R functions
- eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
- dreamRs/datamods - Shiny modules to import and manipulate data into an application or addin
- 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.
- ropensci/osfr - R interface to the Open Science Framework (OSF)
- renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
- neuropsychology/psycho.R - An R package for experimental psychologists
- mschubert/clustermq - R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH
- DoubleML/doubleml-for-r - DoubleML - Double Machine Learning in R
- t-kalinowski/quickr - R to Fortran Transpiler
- tashapiro/TidyTuesday - Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.
- sjewo/cartogram - r package for cartogram creation
- saezlab/dorothea - R package to access DoRothEA's regulons
- ropensci/tsbox - tsbox: Class-Agnostic Time Series in R
- r-lib/rprojroot - Finding files in project subdirectories
- profandyfield/discovr - discovr package for R to accompany Discovering Statistics Using R and RStudio
- nrennie/messy - R package to make a data frame messy and untidy.
- JohnCoene/packer - webpack + npm + R = โค๏ธ
- royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
- kjhealy/revere - Finding Paul Revere
- JohnCoene/g2r - ๐ Grammar of graphics for interactive visualisations
- holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
- ropensci/ghql - GraphQL R client
- paleolimbot/rbbt - R Interface to the Better BiBTex Zotero Connector
- ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
- 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
- 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.
- openpharma/mmrm - Mixed Models for Repeated Measures (MMRM) in R.
- MangoTheCat/rmdshower - R Markdown template for shower
- Kaggle/docker-rstats - Kaggle R docker image
- ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
- CornellLabofOrnithology/auk - Working with eBird data in R
- bart6114/jug - jug: A Simple Web Framework for R
- ropensci/tarchetypes - Archetypes for targets and pipelines
- robertzk/syberia - Syberia: The development framework for R
- metrumresearchgroup/mrgsolve - Simulate from ODE-based population PK/PD and QSP models in R
- dreamRs/apexcharter - ๐ R Htmlwidget for ApexCharts.js
- cavaunpeu/statistical-rethinking - Solutions for the practice problems
- wlandau/crew - A distributed worker launcher
- SciML/diffeqr - Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
- schochastics/networkdata - R package containing several network datasets
- ropensci/jqr - R interface to jq
- rivasiker/ggHoriPlot - A user-friendly, highly customizable R package for building horizon plots in ggplot2
- Novartis/tidymodules - An Object-Oriented approach to Shiny modules
- MRCIEU/gwasglue - Linking GWAS data to analytical tools in R
- mlr-org/mlr3pipelines - Dataflow Programming for Machine Learning in R
- r-lib/available - Check if a package name is available to use
- JulianHill/R-Tutorials - Code from the r tutorial on my blog
- JesseVent/crypto - Cryptocurrency Historical Market Data R Package
- grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic data
- PheWAS/PheWAS - The PheWAS R package
- m-clark/mixed-models-with-R - Covers the basics of mixed models, mostly using @lme4
- google/patrick - Parameterized testing in R is kind of cool!
- dreamRs/prefixer - Prefix function with their namespace & other development tools
- AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) โ
- vue-r/vueR - vue.js for R
- tidyverse/hms - A simple class for storing time-of-day values
- rstudio/rsconnect - Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
- r-lib/ellipsis - Tools for Working with ...
- mattansb/Structural-Equation-Modeling-foR-Psychologists - Lesson files used in the Structural Equation Modeling for Psychologists.
- EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
- drostlab/philentropy - Information Theory and Distance Quantification with R
- vdeminstitute/vdemdata - An R package to load, explore and work with the most recent V-Dem (Varieties of Democracy) dataset.
- trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
- thomasp85/farver - High Performance Colourspace Manipulation in R
- seankross/lego - ๐ R data package featuring every Lego set from 1970 to 2015
- samterfa/openai - This R package provides an SDK to the Open AI API
- saezlab/OmnipathR - R client for the OmniPath web service
- quandl/quandl-r - This is Quandl's R Package
- noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
- 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.
- 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
- ropensci/osmplotr - Data visualisation using OpenStreetMap objects
- mdneuzerling/lambdr - Run R containers on AWS Lambda
- karoliskoncevicius/basetheme - Themes for base plotting system in R
- cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
- r-lib/evaluate - A version of eval for R that returns more information about what happened
- MatsuuraKentaro/Bayesian_Statistical_Modeling_with_Stan_R_and_Python - Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
- jamesjiadazhan/dietaryindex - R Package for Calculating Healthy Eating Index-2020 (HEI2020), Alternative Healthy Eating Index (AHEI), Dietary Approaches to Stop Hypertension (DASH), Mediterranean Diet (MED), Dietary Inflammation Index (DII), and Planetary Health Diet Index from the EAT-Lancet Commission (PHDI) for the NHANES, ASA24, DHQ, and other dietary assessments
- HenrikBengtsson/Wishlist-for-R - Features and tweaks to R that I and others would love to see - feel free to add yours!
- ayueme/easyTCGA - Make TCGA download and prepare easy!
- WinVector/wrapr - Wrap R for Sweet R Code
- 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.
- jimmyday12/fitzRoy - A set of functions to easily access AFL data
- datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
- ardata-fr/mschart - ๐ mschart: office charts from R
- sachit27/greenR - greenR is an R package that enables the quantification, analysis, and visualization of urban greenness within city networks. It leverages data from OpenStreetMap (www.openstreetmap.org) and is implemented as both an R package and a Shiny web application for user-friendly interaction.
- rkillick/changepoint - A place for the development version of the changepoint package on CRAN.
- r-devel/r-svn - Mirror of the R svn with CI for testing patches
- ndphillips/FFTrees - An R package to create and visualise fast-and-frugal decision trees (FFTs)
- hadley/babynames - An R package containing US baby names from the SSA
- 10XGenomics/loupeR - Convert Seurat objects to 10x Genomics Loupe files.
- GuangchuangYu/ggimage - ๐จ Use Images in ggplot2
- WLOGSolutions/RSuite - The most complete R development and data science platform.
- richfitz/stevedore - โ๏ธ๐ฃ๐ณโ๏ธ Docker client for R
- r-dbi/RMariaDB - An R interface to MariaDB
- nrennie/aRt - R package to create generative art.
- cstawitz/roomba - General purpose API response tidier
- rstudio/sortable - R htmlwidget for Sortable.js
- jhollist/elevatr - An R package for accessing elevation data
- jennybc/repurrrsive - Recursive lists to use in teaching and examples, because there is no mtcars for lists.
- futureverse/parallelly - R package: parallelly - Enhancing the 'parallel' Package
- 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.
- ANTsX/ANTsR - R interface to the ANTs biomedical image processing library
- XSaintX/libroR-AnalisisDatos - this project contains R code about analysing data from the book Analisis de datos con R
- taylor-arnold/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- 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
- 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
- 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
- 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
- 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
- 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