awesome-r

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

• tidyverse/ggplot2 - An implementation of the Grammar of Graphics in R
• qinwf/awesome-R - A curated list of awesome R packages, frameworks and software.
• rstudio/shiny - Easy interactive web applications with R
• tidyverse/dplyr - dplyr: A grammar of data manipulation
• swirldev/swirl_courses - 🎓 A collection of interactive courses for the swirl R package.
• rmcelreath/stat_rethinking_2022 - Statistical Rethinking course winter 2022
• hadley/r4ds - R for data science: a book
• twitter/AnomalyDetection - Anomaly Detection with R
• Rdatatable/data.table - R's data.table package extends data.frame:
• rstudio/rmarkdown - Dynamic Documents for R
• plotly/plotly.R - An interactive graphing library for R
• r-lib/devtools - Tools to make an R developer's life easier
• yihui/knitr - A general-purpose tool for dynamic report generation in R
• rmcelreath/rethinking - Statistical Rethinking course and book package
• ujjwalkarn/DataScienceR - a curated list of R tutorials for Data Science, NLP and Machine Learning
• tylermorganwall/rayshader - R Package for 2D and 3D mapping and data visualization
• 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.).
• satijalab/seurat - R toolkit for single cell genomics
• karthik/wesanderson - A Wes Anderson color palette for R
• IndrajeetPatil/ggstatsplot - Enhancing {ggplot2} plots with statistical analysis 📊📣
• rstudio/gt - Easily generate information-rich, publication-quality tables from R
• rmcelreath/stat_rethinking_2023 - Statistical Rethinking Course for Jan-Mar 2023
• dreamRs/esquisse - RStudio add-in to make plots interactively with ggplot2
• rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R
• rstudio/blogdown - Create Blogs and Websites with R Markdown
• mlr-org/mlr - Machine Learning in R
• google/CausalImpact - An R package for causal inference in time series
• topepo/caret - caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
• rstudio/reticulate - R Interface to Python
• tidyverse/tidyverse - Easily install and load packages from the tidyverse
• 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
• geocompx/geocompr - Open source book: Geocomputation with R
• rstudio/plumber - Turn your R code into a web API.
• ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
• rstudio/tensorflow - TensorFlow for R
• sfirke/janitor - simple tools for data cleaning in R
• tidyverse/tidyr - Tidy Messy Data
• EmilHvitfeldt/r-color-palettes - Comprehensive list of color palettes available in 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
• r-spatial/sf - Simple Features for R
• tidyverse/purrr - A functional programming toolkit for R
• hrbrmstr/hrbrthemes - 🔏 Opinionated, typographic-centric ggplot2 themes and theme components
• paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
• juliasilge/tidytext - Text mining using tidy tools ✨📄✨
• r-lib/lintr - Static Code Analysis for R
• swirldev/swirl - 🌀 Learn R, in R.
• mitchelloharawild/vitae - R Markdown Résumés and CVs
• robjhyndman/forecast - forecast package 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.
• thomasp85/ggraph - Grammar of Graph Graphics
• r-lib/httr - httr: a friendly http package for R
• tidyverse/readr - Read flat files (csv, tsv, fwf) into R
• tidyverse/magrittr - Improve the readability of R code with the pipe
• easystats/easystats - 🌌 The R easystats-project
• BlakeRMills/MetBrewer - Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
• sparklyr/sparklyr - R interface for Apache Spark
• HenrikBengtsson/future - 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
• jokergoo/circlize - Circular visualization in R
• MilesMcBain/datapasta - On top of spaghetti, all covered in cheese....
• easystats/performance - 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
• cutterkom/generativeart - Create Generative Art with R
• Mikata-Project/ggthemr - Themes for ggplot2.
• rstudio/renv - renv: Project environments for R.
• ramnathv/slidify - Generate reproducible html5 slides from R markdown
• google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
• facebookexperimental/Robyn - Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
• rstudio/pagedown - Paginate the HTML Output of R Markdown with CSS for Print
• r-lib/testthat - An R 📦 to make testing 😀
• ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
• ThinkR-open/golem - A Framework for Building Robust Shiny Apps
• dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
• cxli233/FriendsDontLetFriends - Friends don't let friends make certain types of data visualization - What are they and why are they bad.
• rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
• rstudio/keras - R Interface to Keras
• quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
• jennybc/googlesheets - Google Spreadsheets R API
• ropensci/rtweet - 🐦 R client for interacting with Twitter's [stream and REST] APIs
• mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
• EmilHvitfeldt/paletteer - 🎨🎨🎨 Collection of most color palettes in a single R package
• r-lib/usethis - Set up commonly used 📦 components
• workflowr/workflowr - Organize your project into a research website
• vincentarelbundock/modelsummary - Beautiful and customizable model summaries in R.
• ropensci/targets - Function-oriented Make-like declarative workflows for R
• ramnathv/htmlwidgets - HTML Widgets for R
• matloff/fasteR - Fast Lane to Learning R!
• hadley/r-pkgs - Building R packages
• dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
• grabear/awesome-rshiny - An awesome R-shiny list!
• r-tmap/tmap - R package for thematic maps
• pbiecek/xai_resources - Interesting resources related to XAI (Explainable Artificial Intelligence)
• hrbrmstr/waffle - 🍁 Make waffle (square pie) charts in R
• YuLab-SMU/ggtree - 🎄Visualization and annotation of phylogenetic trees
• easystats/see - 🎨 Visualisation toolbox for beautiful and publication-ready figures
• joshuaulrich/quantmod - Quantitative Financial Modelling Framework
• dkahle/ggmap - A package for plotting maps in R with ggplot2
• jalapic/engsoccerdata - English and European soccer results 1871-2022
• ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
• tidyverse/reprex - Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
• rstudio/ggvis - Interactive grammar of graphics for R
• klmr/box - Write reusable, composable and modular R code
• TheAlgorithms/R - Collection of various algorithms implemented in R.
• gadenbuie/tidyexplain - 🤹‍♀ Animations of tidyverse verbs using R, the tidyverse, and gganimate
• jbkunst/highcharter - R wrapper for highcharts
• tidymodels/infer - An R package for tidyverse-friendly statistical inference
• tidyverse/lubridate - Make working with dates in R just that little bit easier
• mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
• daattali/shinyjs - 💡 Easily improve the user experience of your Shiny apps in seconds
• hms-dbmi/UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
• MichelNivard/gptstudio - GPT RStudio addins that enable GPT assisted coding, writing & analysis
• ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
• z3tt/TidyTuesday - My contributions to the #TidyTuesday challenge, a weekly data visualization challenge. All plots are 💯 created in R with ggplot2.
• r-lib/pkgdown - Generate static html documentation for an R package
• mjskay/ggdist - Visualizations of distributions and uncertainty
• GuangchuangYu/hexSticker - ✨ Hexagon sticker in R
• rstudio/RStartHere - A guide to some of the most useful R Packages that we know about
• rmcelreath/stat_rethinking_2020 - Statistical Rethinking Course Winter 2020/2021
• tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
• benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
• amplab-extras/SparkR-pkg - R frontend for Spark
• hrbrmstr/ggalt - 🌎 Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
• tidyverse/dtplyr - Data table backend for dplyr
• r-lib/styler - Non-invasive pretty printing of R code
• rstudio/learnr - Interactive Tutorials with R Markdown
• christophergandrud/networkD3 - D3 JavaScript Network Graphs from R
• easystats/report - 📜 🎉 Automated reporting of objects in R
• daattali/timevis - 📅 Create interactive timeline visualizations in R
• rweekly/rweekly.org - R Weekly
• KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
• tidyverse/tibble - A modern re-imagining of the data frame
• fstpackage/fst - Lightning Fast Serialization of Data Frames for R
• strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
• crsh/papaja - papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.
• DiskFrame/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
• walkerke/tidycensus - Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
• toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
• tidymodels/corrr - Explore correlations in R
• dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
• erikaduan/r_tips - A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning
• pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
• leeper/rio - A Swiss-Army Knife for Data I/O
• 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.
• ggobi/ggally - R package that extends ggplot2
• r-spatial/rgee - Google Earth Engine for R
• r-lib/roxygen2 - Generate R package documentation from inline R comments
• davidgohel/officer - 👮 officer: office documents from R
• r-lib/cli - Tools for making beautiful & useful command line interfaces
• tidyverse/stringr - A fresh approach to string manipulation in R
• r-lib/pak - A fresh approach to package installation
• nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
• easystats/bayestestR - 👻 Utilities for analyzing Bayesian models and posterior distributions
• avehtari/BDA_R_demos - Bayesian Data Analysis demos for R
• tidyverse/forcats - 🐈🐈🐈🐈: tools for working with categorical variables (factors)
• sinhrks/ggfortify - Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
• tidyverts/tsibble - Tidy Temporal Data Frames and Tools
• thomasp85/tidygraph - A tidy API for graph manipulation
• rstudio/r2d3 - R Interface to D3 Visualizations
• ropensci/tabulizer - Bindings for Tabula PDF Table Extractor Library
• 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:
• greta-dev/greta - simple and scalable statistical modelling in R
• REditorSupport/languageserver - An implementation of the Language Server Protocol for R
• rstudio/blastula - Easily send great-looking HTML email messages from R
• noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
• maksimhorowitz/nflscrapR - R Package for Scraping and Aggregating NFL Data
• tidymodels/recipes - Pipeable steps for feature engineering and data preprocessing to prepare for modeling
• bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
• hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
• r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
• r-dbi/bigrquery - An interface to Google's BigQuery from R.
• marcusvolz/mathart - Create mathematical art with R
• gadenbuie/regexplain - 🔍 An RStudio addin slash regex utility belt
• davidgohel/flextable - table farming
• dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
• boxuancui/DataExplorer - Automate Data Exploration and Treatment
• thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
• christophM/iml - iml: interpretable machine learning R package
• leedrake5/Russia-Ukraine - Equipment Loss Tracking
• sqjin/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data
• r-lidar/lidR - Airborne LiDAR data manipulation and visualisation for forestry application
• cynkra/dm - Working with relational data models in R
• corybrunson/ggalluvial - ggplot2 extension for alluvial plots
• ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
• rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
• ropensci/assertr - Assertive programming for R analysis pipelines
• r-lib/rlang - Low-level API for programming with R
• r-lib/progress - Progress bar in your R terminal
• ropensci/visdat - Preliminary Exploratory Visualisation of Data
• ropensci/magick - Magic, madness, heaven, sin
• RinteRface/shinydashboardPlus - extensions for shinydashboard
• mdozmorov/scRNA-seq_notes - A list of scRNA-seq analysis tools
• tidyverse/dbplyr - Database (DBI) backend for dplyr
• immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
• rstudio/hex-stickers - RStudio hex stickers
• MangoTheCat/goodpractice - Advice on R Package Building
• ropensci/stplanr - Sustainable transport planning with R
• trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
• RinteRface/bs4Dash - Bootstrap 4 shinydashboard using AdminLTE3
• tidyverse/modelr - Helper functions for modelling
• hadley/emo - Easily insert emoji into R and RMarkdown
• mca91/EconometricsWithR - 📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
• swsoyee/2019-ncov-japan - 🦠 Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
• massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
• rstudio/packrat - Packrat is a dependency management system for R
• ryantimpe/brickr - 3D LEGO models and mosaics from images using R and #tidyverse
• PaulC91/shinyauthr - R package with shiny authentication modules
• wilkox/gggenes - ➡️️➡️️⬅️️➡️️ Draw gene arrow maps in ggplot2
• jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
• riatelab/cartography - Thematic Cartography for R
• data-cleaning/validate - Professional data validation for the R environment
• stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
• kassambara/rstatix - Pipe-friendly Framework for Basic Statistical Tests in R
• r-lib/R6 - Encapsulated object-oriented programming for R
• r-causal/ggdag - ↙️ ↘️ An R package for working with causal directed acyclic graphs (DAGs)
• mkearney/tweetbotornot - 🤖 R package for detecting Twitter bots via machine learning
• kabacoff/RiA2 - Source code for R in Action, Second Edition
• easystats/correlation - 🔗 Methods for Correlation Analysis
• dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
• r-lib/here - A simpler way to find your files
• PoisonAlien/maftools - Summarize, Analyze and Visualize MAF files from TCGA or in-house studies.
• LKremer/ggpointdensity - 📈 📊 Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
• anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
• bstewart/stm - An R Package for the Structural Topic Model
• rstudio/tufte - Tufte Styles for R Markdown Documents
• RamiKrispin/TSstudio - Tools for time series analysis and forecasting
• e-sensing/sits - Satellite image time series in R
• vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
• thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
• easystats/parameters - 📊 Computation and processing of models' parameters
• dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
• SurajGupta/r-source - R Source Code
• yrosseel/lavaan - an R package for structural equation modeling and more
• cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
• DillonHammill/DataEditR - An Interactive R Package for Viewing, Entering Filtering and Editing Data
• daattali/ggExtra - 📊 Add marginal histograms to ggplot2, and more ggplot2 enhancements
• yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
• awalker89/openxlsx - R package for .xlsx file reading and writing.
• wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
• RinteRface/shinyMobile - shiny API for Framework7 (IOS/android)
• mages/googleVis - Interface between R and the Google Chart Tools
• r-lib/scales - Tools for ggplot2 scales
• pablobarbera/Rfacebook - Dev version of Rfacebook package: Access to Facebook API via R
• ewenme/ghibli - Studio Ghibli colour palettes
• swarm-lab/editR - A Rmarkdown editor with instant preview
• susanli2016/Data-Analysis-with-R - Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
• stan-dev/rstanarm - rstanarm R package for Bayesian applied regression modeling
• talgalili/heatmaply - Interactive Heat Maps for R Using plotly
• charlie86/spotifyr - R wrapper for Spotify's Web API
• easystats/insight - 🔮 Easy access to model information for various model objects
• EasyD/IntroToDataScience - GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
• richfitz/remake - Make-like declarative workflows in R
• PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
• r-hub/rhub - R-hub API client
• salimk/Rcrawler - An R web crawler and scraper
• twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
• tidyverse/googlesheets4 - Google Spreadsheets R API (reboot of the googlesheets package)
• benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
• ropensci/RSelenium - An R client for Selenium Remote WebDriver
• BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
• EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R 📄📄📄
• ropensci/rnoaa - R interface to many NOAA data APIs
• vincentarelbundock/countrycode - R package: Convert country names and country codes. Assigns region descriptors.
• nflverse/nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
• r-lib/rex - Friendly regular expressions for R.
• r-lib/covr - Test coverage reports for R
• JohnCoene/coronavirus - 🦠 Novel Coronavirus (COVID-19) Tracker
• r-lib/crayon - 🖍️ R package for colored terminal output — now superseded by cli
• hafen/geofacet - R package for geographical faceting with ggplot2
• nathaneastwood/poorman - A poor man's dependency free grammar of data manipulation
• bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
• ropensci-archive/rplos - ⚠️ ARCHIVED ⚠️ R client for the PLoS Journals API
• JaseZiv/worldfootballR - A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat and fotmob
• tidymodels/rsample - Classes and functions to create and summarize resampling objects
• r-dbi/RPostgres - A DBI-compliant interface to PostgreSQL
• jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
• JoaquinAmatRodrigo/Estadistica-con-R - Apuntes personales sobre estadística, machine learning y lenguaje de programación R
• dmi3kno/polite - Be nice on the web
• bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
• luukvdmeer/sfnetworks - Tidy Geospatial Networks in R
• r-dbi/RSQLite - R interface for SQLite
• r-lib/memoise - Easy memoisation for R
• virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
• joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
• const-ae/ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots
• wch/extrafont - Tools for using fonts in R graphics
• hughjonesd/huxtable - An R package to create styled tables in multiple output formats, with a friendly, modern interface.
• FrankPortman/bayesAB - 🐢 bayesAB: Fast Bayesian Methods for A/B Testing
• ModelOriented/modelStudio - 📍 Interactive Studio for Explanatory Model Analysis
• mrkaye97/slackr - An R package for sending messages from R to Slack
• mitchelloharawild/icons - R package to easily insert web icons to RMarkdown
• krzjoa/awesome-r-dataviz - Curated resources about Data Visualization, Drawing & Publishing in R
• tidyverse/googledrive - Google Drive R API
• walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
• jumpingrivers/datasauRus - R Package 📦 Containing the Datasaurus Dozen datasets 📊
• markvanderloo/stringdist - String distance functions for R
• jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
• tashapiro/tanya-data-viz - Personal data visualization side projects.
• r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
• GreenleafLab/ArchR - ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
• ajtulloch/Elements-of-Statistical-Learning - Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
• rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
• microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
• therneau/survival - Survival package for R
• eddelbuettel/littler - A scripting and command-line front-end for GNU R
• abresler/nbastatR - NBA Stats API Wrapper and more for R
• Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
• taiyun/corrplot - A visual exploratory tool on correlation matrix
• clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
• r-lib/lobstr - Understanding complex R objects with tools similar to str()
• XSaintX/libroR-AnalisisDatos - this project contains R code about analysing data from the book Analisis de datos con R
• ropensci/osmdata - R package for downloading OpenStreetMap data
• NickCH-K/causalgraphs - R code for causal graph animations
• georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurídica (CNPJ)
• 16EAGLE/getSpatialData - An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.
• wilkox/ggfittext - 🔠 ggplot2 geoms to fit text into boxes
• datacarpentry/R-ecology-lesson - Data Analysis and Visualization in R for Ecologists
• rstudio/pins-r - Pin, Discover and Share Resources
• tidymodels/stacks - An R package for tidy stacked ensemble modeling
• o2r-project/containerit - Package an R workspace and all dependencies as a Docker container
• VerbalExpressions/RVerbalExpressions - 💬 Create regular expressions easily
• smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
• bergant/datamodelr - Data model diagrams in R
• thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
• Tazinho/Advanced-R-Solutions - Set of solutions for the Advanced R programming book
• ropensci/charlatan - Create fake data in R
• r-lib/callr - Call R from R
• neuhausi/canvasXpress - CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
• moldach/vapoRwave - 📼👾🕹Vaporwave themes and color palettes for ggplot2💾👨‍🎤📺
• bmschmidt/wordVectors - An R package for creating and exploring word2vec and other word embedding models
• rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
• ropensci-archive/fulltext - ⚠️ ARCHIVED ⚠️ Search across and get full text for OA & closed journals
• vincentarelbundock/marginaleffects - R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 80 classes of statistical models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.
• jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
• cjbarrie/academictwitteR - Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
• scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
• jcrodriguez1989/chatgpt - Interface to ChatGPT from R
• kolaczyk/sand - Statistical Analysis of Network Data with R, 2nd Edition
• chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
• sjmgarnier/viridis - Colorblind-Friendly Color Maps for R
• r-lib/waldo - Find differences between R objects
• r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
• 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"
• bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
• ropensci/software-review - rOpenSci Software Peer Review.
• paws-r/paws - Paws, a package for Amazon Web Services in R
• yihui/servr - A simple HTTP server in R
• ropensci/iheatmapr - Complex, interactive heatmaps in R
• leeper/margins - An R Port of Stata's 'margins' Command
• Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
• HenrikBengtsson/progressr - 三 R package: An Inclusive, Unifying API for Progress Updates
• RConsortium/OOP-WG - R7: a new OO system for R
• dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
• talgalili/installr - Functions for installing softwares from within R
• rexyai/RestRserve - R web API framework for building high-performance microservices and app backends
• jessecambon/tidygeocoder - Geocoding Made Easy
• tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
• sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
• pola-rs/r-polars - Bring polars to R
• microbiome/microbiome - microbiome R package
• vnijs/radiant - Business analytics using R and Shiny
• stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
• karthik/holepunch - Make your R project Binder ready
• Azure/Microsoft365R - R SDK for interacting with Microsoft 365 APIs
• tidymodels/tidypredict - Run predictions inside the database
• covid19datahub/COVID19 - A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution
• hafen/trelliscopejs - TrelliscopeJS R Package
• geoffjentry/twitteR - R based twitter client
• mtennekes/cols4all - Colors for all (R package)
• jsta/r-docker-tutorial - A docker tutorial for reproducible research
• ecpolley/SuperLearner - Current version of the SuperLearner R package
• ropensci/taxize - A taxonomic toolbelt for R
• pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
• schochastics/graphlayouts - new layout algorithms for network visualizations in R
• khanhnamle1994/statistical-learning - Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
• jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
• immunomind/immunarch - 🧬 Immunarch by ImmunoMind: R Package for Fast and Painless Exploration of Single-cell and Bulk T-cell/Antibody Immune Repertoires
• trinker/wakefield - Generate random data sets
• rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
• karthik/rdrop2 - Dropbox Interface from R
• cwickham/purrr-tutorial - A introduction to purrr
• davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
• Appsilon/shiny.fluent - Microsoft's Fluent UI for Shiny apps
• xia-lab/MetaboAnalystR - R package for MetaboAnalyst
• ropensci/elastic - R client for the Elasticsearch HTTP API
• r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
• HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
• r-spatial/leafgl - R package for fast web gl rendering for leaflet
• ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
• toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
• Non-Contradiction/JuliaCall - Embed Julia in R
• mllg/checkmate - Fast and versatile argument checks
• chasemc/electricShine - Create Standalone Installable Shiny Apps
• alastairrushworth/inspectdf - 🛠️ 📊 Tools for Exploring and Comparing Data Frames
• AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
• yihui/formatR - Format R Code Automatically
• stuart-lab/signac - R toolkit for the analysis of single-cell chromatin data
• nicolewhite/RNeo4j - Neo4j Driver for R.
• rstudio/config - config package for R
• rladies/starter-kit - Some useful R-Ladies files 💜 🌍
• bleutner/RStoolbox - Remote Sensing Data Analysis in R 🛰
• asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
• robjhyndman/tsfeatures - Time series features
• r-lib/conflicted - An alternative conflict resolution strategy for R
• jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
• echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
• ankane/jetpack - A friendly package manager for R
• ropensci/tesseract - Bindings to Tesseract OCR engine for R
• trevorstephens/titanic - Getting Started With R
• r-lib/gmailr - Access the Gmail RESTful API from R.
• r-lib/bench - High Precision Timing of R Expressions
• quanteda/spacyr - R wrapper to spaCy NLP
• BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
• bergant/finstr - 📈 Financial statements in R
• Appsilon/shiny.router - A minimalistic router for your Shiny apps.
• rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
• cdeterman/gpuR - R interface to use GPU's
• kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
• daroczig/logger - A lightweight, modern and flexible, log4j and futile.logger inspired logging utility for R
• ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
• wch/rgcookbook - R Graphics Cookbook
• R-CoderDotCom/calendR - Ready to print calendars with ggplot2
• MRCIEU/TwoSampleMR - R package for performing 2-sample MR using MR-Base database
• MarioniLab/miloR - R package implementation of Milo for testing for differential abundance in KNN graphs
• rstudio/pool - Object Pooling in R
• Chicago/RSocrata - Provides easier interaction with Socrata open data portals http://dev.socrata.com. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SoDA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format. Manages throttling by 'Socrata'.
• r-rust/hellorust - Template R package with rust bindings
• ncborcherding/scRepertoire - A toolkit for single-cell immune profiling
• trinker/textclean - Tools for cleaning and normalizing text data
• rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
• erocoar/gghalves - ✂️ Easy half-half geoms in ggplot2
• eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
• 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. See: https://rconnect.usgs.gov/dataRetrieval/
• mkearney/rstudiothemes - A curated list of RStudio themes found on Github
• jackwasey/icd - Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
• trinker/topicmodels_learning - A repository of learning & R resources related to topic models
• dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
• Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
• OpenIntroStat/openintro - 📦 R package for data and supplemental functions for OpenIntro resources
• hadley/strict - Make R a little bit stricter
• brodieG/diffobj - Compare R Objects with a Diff
• laresbernardo/lares - R Library for Analytics and Machine Learning
• easystats/modelbased - 📈 Estimate effects, contrasts and means based on statistical models
• daattali/shinyalert - 🗯️ Easily create pretty popup messages (modals) in Shiny
• r-lib/processx - Execute and Control Subprocesses from R
• bbolker/broom.mixed - tidy methods for mixed models in R
• dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
• 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 .
• Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
• AdrianAntico/AutoQuant - R package for automation of machine learning, forecasting, model evaluation, and model interpretation
• riatelab/osrm - Shortest Paths and Travel Time from OpenStreetMap with R
• knausb/vcfR - Tools to work with variant call format files
• jakelawlor/PNWColors - A Pacific Northwest inspired R color palette package
• r-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns 🗺️ in R
• RomanTsegelskyi/rbooks - A curated list of #rstats books
• mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
• datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
• lorenzwalthert/precommit - pre-commit hooks for R projects
• r-spatial/mapedit - Interactive editing of spatial data in R
• ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
• katiejolly/nationalparkcolors - R package for color themes inspired by national parks
• gaborcsardi/prompt - Dynamic R prompt
• exaexa/scattermore - very fast scatterplots for R
• dataspelunking/MLwR - Machine Learning with R
• yonicd/carbonate - carbon.js for R
• rticulate/import - An Import Mechanism For R
• r-lib/xml2 - Bindings to libxml2
• joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
• jennybc/code-smells-and-feels - Talk on code smells and feels and how to change that via refactoring
• jamesotto852/ggdensity - An R package for interpretable visualizations of bivariate density estimates
• r-simmer/simmer - Discrete-Event Simulation for R
• iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
• zatonovo/lambda.r - Functional programming in R
• mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
• xiaolei-lab/rMVP - 📮 A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
• markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
• jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
• hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
• jennybc/send-email-with-r - How to send a bunch of email from R
• will-r-chase/aRt - Generative or data-driven artwork made with R
• riatelab/mapsf - Thematic cartography with R
• microsoft/microsoft-r-open - Microsoft R Open Source
• Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
• ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
• wilkox/treemapify - 🌳 Draw treemaps in ggplot2
• r-lib/gh - Minimalistic GitHub API client in R
• r-lib/asciicast - Turn R scripts into terminal screencasts
• bhaskarvk/leaflet.extras - Extra functionality for leaflet R package.
• ropensci/qualtRics - Download ⬇️ Qualtrics survey data directly into R!
• mkearney/resist_oped - 🕵🏽‍♀️ Identifying the author behind New York Time’s op-ed from inside the Trump White House.
• edwindj/whisker - {{mustache}} for R
• yihui/animation - A gallery of animations in statistics and utilities to create animations
• hughjonesd/ggmagnify - Create a magnified inset of part of a ggplot object
• constantAmateur/SoupX - R package to quantify and remove cell free mRNAs from droplet based scRNA-seq data
• johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
• HenrikBengtsson/future.apply - 🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures
• hadley/pryr - Pry open the covers of R
• maxtoki/baseball_R - Companion to Analyzing Baseball Data with R
• hadley/assertthat - User friendly assertions for R
• docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
• statsmaths/cleanNLP - R package providing annotators and a normalized data model for natural language processing
• r-for-educators/flair - decorate your R code
• gluc/data.tree - General Purpose Hierarchical Data Structure for R
• cbail/textnets - R package to perform automated text analysis using network techniques
• Pakillo/grateful - Facilitate citation of R packages
• gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
• DUanalytics/rAnalytics - Analytics in R
• wviechtb/metafor - A meta-analysis package for R
• ropensci/rnaturalearth - An R package to hold and facilitate interaction with natural earth map data 🌍
• ropensci/biomartr - Genomic Data Retrieval with R
• merlinoa/shinyFeedback - display user feedback next to Shiny inputs
• leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
• Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
• emitanaka/edibble - An R-package to construct designs using the grammar of experimental designs
• cvxgrp/CVXR - An R modeling language for convex optimization problems.
• adamribaudo/storytelling-with-data-ggplot - Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
• vincentarelbundock/WDI - R package to download World Bank data
• tomwenseleers/export - R package for streamlined export of graphs and data tables.
• PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
• 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.
• decryptr/decryptr - An extensible API for breaking captchas
• strengejacke/sjstats - Statistical Functions for Regression Models
• soodoku/tuber - 🍠 Access YouTube from R
• ropensci/rentrez - talk with NCBI entrez using R
• juba/explor - Interfaces for Multivariate Analysis in R
• GuangchuangYu/badger - Badge for R Package
• ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
• stefano-meschiari/latex2exp - Use LaTeX in R graphics.
• philchalmers/mirt - Multidimensional item response theory
• mikelove/bioc-refcard - Bioconductor cheat sheet
• hgeorgako/rfortraders - Quantitative Trading with R
• mplatzer/BTYDplus - R package for Customer Behavior Analysis
• lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
• omarwagih/ggseqlogo - Publication-quality sequence logos in R
• lmullen/gender - Predict Gender from Names Using Historical Data
• ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
• r-lib/keyring - 🔐 Access the system credential store from R
• nsgrantham/ggdark - Dark mode for ggplot2 themes
• JohnCoene/cicerone - 🏛️ Give tours of your Shiny apps
• GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
• r-lib/httr2 - Make HTTP requests and process their responses. A modern reimagining of httr.
• openpharma/visR - A package to wrap functionality for plots, tables and diagrams adhering to graphical principles.
• mhahsler/arules - Mining Association Rules and Frequent Itemsets with R
• kbroman/broman - R/broman: A package with Karl Broman's personal R code
• jkaupp/tidytuesdays - Entries for tidytuesday
• nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
• briatte/ida - Introduction to Data Analysis, using R (2013)
• gkaramanis/aRtist - Making art with R
• dreamRs/billboarder - 📊 R Htmlwidget for billboard.js
• ankane/dbx - A fast, easy-to-use database library for R
• ndphillips/VisualResume - An R package for creating a visual resume
• kharchenkolab/conos - R package for the joint analysis of multiple single-cell RNA-seq datasets
• abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
• spatstat/spatstat - Umbrella package of the 'spatstat' family................
• satijalab/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
• nanxstats/liftr - 🐳 Containerize R Markdown documents for continuous reproducibility
• christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
• timelyportfolio/listviewer - R htmlwidget to view lists
• r-lib/pillar - Format columns with colour
• cran-task-views/WebTechnologies - CRAN Task View: WebTechnologies
• ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
• faridcher/ml-course - Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
• ropensci/piggyback - 📦 for using large(r) data files on GitHub
• rexyai/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
• Raymo111/Raymo111 - My awesome profile README
• maxheld83/ghactions - GitHub actions for R and accompanying R package
• JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
• mkearney/tidyversity - 🎓 Tidy tools for academics
• mkearney/textfeatures - 👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️
• MarkEdmondson1234/googleAuthR - Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
• kosukeimai/MatchIt - R package MatchIt
• renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
• privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
• lionel-/codegrip - Reshaping and navigation commands for R code
• hrbrmstr/docxtractr - ✂️ Extract Tables from Microsoft Word Documents with R
• cynkra/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
• r-spatial/qgisprocess - Using QGIS Processing Algorithms from R
• hms-dbmi/scde - R package for analyzing single-cell RNA-seq data
• RLesur/Rcade - Games to procrastinate with RStudio
• MicheleNuijten/statcheck - A spellchecker for statistics
• ianmcook/tidyquery - Query R data frames with SQL
• Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
• mllg/batchtools - Tools for computation on batch systems
• GuangchuangYu/ggimage - 🎨 Use Images in ggplot2
• gavinsimpson/gratia - ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
• gadenbuie/epoxy - Extra-strength glue engines for R Markdown and Quarto
• devOpifex/ambiorix - 🖥️ Web framework for R
• r-quantities/units - Measurement units for R
• r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
• rfsaldanha/microdatasus - Download de dados do DataSUS e pré-processamento no R.
• jhollist/elevatr - An R package for accessing elevation data
• edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
• Appsilon/shiny.i18n - Shiny applications internationalization made easy
• velocyto-team/velocyto.R - RNA velocity estimation in R
• shosaco/vistime - Pretty timelines in R.
• colearendt/tidyjson - Tidy your JSON data in R with tidyjson
• thebioengineer/camcorder - Record plots generated during an R session and replay as a gif!
• erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
• Torvaney/ggsoccer - Plot soccer event data in R/ggplot2
• Pakillo/template - A template for data analysis projects structured as R packages (or not)
• al2na/methylKit - R package for DNA methylation analysis
• tidyverse/design - Tidyverse design principles
• rstudio/vetiver-r - Version, share, deploy, and monitor models
• RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
• opengeos/whiteboxR - WhiteboxTools R Frontend
• joshkatz/r-script - A simple little module for passing data from NodeJS to R (and back again).
• jeffreyhorner/Rook - A web server interface for R
• rspatial/raster - R raster package https://rspatial.github.io/raster/reference/raster-package.html
• ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
• jthomasmock/gtExtras - A Collection of Helper Functions for the gt Package.
• jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
• harrelfe/rms - Regression Modeling Strategies
• datawookie/emayili - An R package for sending email messages.
• strengejacke/sjmisc - Data transformation and utility functions for R
• rstudio/rstudioapi - Safely access RStudio's API (when available)
• ropensci/rcrossref - R client for various CrossRef APIs
• RLesur/crrri - A Chrome Remote Interface written in R
• ranalytics/r-tutorials - Приложения к книге "Статистический анализ и визуализация данных с помощью R"
• oswaldosantos/ggsn - R package to add north symbols and scale bars to maps created with ggplot or ggmap
• thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
• swcarpentry/r-novice-gapminder - R for Reproducible Scientific Analysis
• ropensci/dataspice - 🌶️ Create lightweight schema.org descriptions of your datasets
• pharmaverse/admiral - ADaM in R Asset Library
• JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
• eddelbuettel/anytime - Anything to POSIXct or Date Converter
• HenrikBengtsson/startup - 🔧 R package: startup - Friendly R Startup Configuration
• byaxb/RDataAnalytics - Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
• ShichenXie/scorecard - Scorecard Development in R, 评分卡
• ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
• datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
• SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
• ropensci/osmextract - Download and import OpenStreetMap data from Geofabrik and other providers
• privefl/bigsnpr - R package for the analysis of massive SNP arrays.
• pewresearch/pewmethods - Pew Research Center Methods team R package of miscellaneous functions
• JohnCoene/g2r - 📈 Grammar of graphics for interactive visualisations
• r-lib/withr - Methods For Temporarily Modifying Global State
• koenderks/aRtsy - aRtsy is an R package that implements algorithms for making generative art in a straightforward and standardized manner using 'ggplot2'.
• hrecht/censusapi - R package to retrieve U.S. Census data and metadata via API
• holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
• cloudyr/googleComputeEngineR - An R interface to the Google Cloud Compute API, for launching virtual machines
• ThinkR-open/dockerfiler - Easy Dockerfile Creation from R
• pachadotdev/analogsea - Digital Ocean R client
• mattflor/chorddiag - R interface to D3 chord diagrams
• Bart6114/jug - jug: A Simple Web Framework for R
• zatonovo/futile.logger - A logging package in R similar to log4j
• timelyportfolio/d3r - d3.js helpers for R
• ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
• jonathanbratt/RBERT - Implementation of BERT in R
• ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
• feddelegrand7/ralger - ralger makes it easy to scrape a website. Built on the shoulders of titans: rvest, xml2.
• swcarpentry/r-novice-inflammation - Programming with R
• stephenturner/annotables - R data package for annotating/converting Gene IDs
• ropensci/webchem - Chemical Information from the Web
• hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
• GenomicSEM/GenomicSEM - R-package for structural equation modeling based on GWAS summary data
• cwatson/brainGraph - Graph theory analysis of brain MRI data
• ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
• JohnCoene/firebase - Google FIrebase for shiny
• egeulgen/pathfindR - pathfindR: Enrichment Analysis Utilizing Active Subnetworks
• daroczig/fbRads - Analyze and manage Facebook ads from R using this client library to access their Marketing APIs
• zmeers/ggparliament - Simple parliament plots using ggplot2
• seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
• r-lib/rprojroot - Finding files in project subdirectories
• MangoTheCat/rmdshower - R Markdown template for shower
• elliottmorris/politicaldata - 🗳📊An R package for acquiring and analyzing political data — including polls, election results, legislator information, and demographic data.
• computationalstylistics/stylo - R package for stylometric analyses
• talgalili/dendextend - Extending R's Dendrogram Functionality
• syberia/syberia - Syberia: The development framework for R
• ropensci/dev_guide - rOpenSci Packages: Development, Maintenance, and Peer Review
• noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
• kjhealy/revere - Finding Paul Revere
• JulianHill/R-Tutorials - Code from the r tutorial on my blog
• jorvlan/raincloudplots - {package} The easy way to create raincloud plots
• gtatters/Thermimage - R Package for working with radiometric thermal image files and data
• sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
• ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
• joachim-gassen/tidycovid19 - {tidycovid19}: An R Package to Download, Tidy and Visualize Covid-19 Related Data
• extendr/rextendr - An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically
• cavaunpeu/statistical-rethinking - Solutions for the practice problems
• andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
• stan-dev/posterior - The posterior R package
• ropensci/tsbox - tsbox: Class-Agnostic Time Series in R
• rolkra/explore - R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
• JesseVent/crypto - Cryptocurrency Historical Market Data R Package
• stephenturner/qqman - An R package for creating Q-Q and manhattan plots from GWAS results
• mdlincoln/clipr - R functions for reading and writing from the system clipboard
• max-alletsee/rstudio-themes - A collection of themes for RStudio
• fawda123/rStrava - Functions to access data from Strava's v3 API.
• davidski/evaluator - ⚖Open Source Toolkit for Quantitative Risk Assessment
• alyssafrazee/ballgown - Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.
• yiluheihei/microbiomeMarker - R package for microbiome biomarker discovery
• stephenslab/susieR - R package for "sum of single effects" regression.
• r-lib/debugme - Easy and efficient debugging for R packages
• trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
• rstudio/chromote - Chrome Remote Interface for R
• r-lib/available - Check if a package name is available to use
• psolymos/pbapply - Adding progress bar to '*apply' functions in R
• nschiett/fishualize - The fishualize package provides color scales and silhouettes for plotting in R based on nature’s most stunning and colorful organisms: teleost fishes (with a few chondrichthyan cameos).
• cstawitz/roomba - General purpose API response tidier
• uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
• sjewo/cartogram - r package for cartogram creation
• ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
• r-lib/coro - Coroutines for R
• phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
• MilesMcBain/capsule - An inversion of renv for low effort reproducible R package libraries
• jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
• joachim-gassen/ExPanDaR - R Package for Interactive Panel Data Exploration
• 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.
• AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) √
• schochastics/networkdata - R package containing several network datasets
• r-lib/ellipsis - Tools for Working with ...
• lindbrook/cholera - R Package for Analyzing John Snow's 1854 Cholera Map
• sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
• ropensci-archive/opendata - ⛔ ARCHIVED ⛔
• kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
• youngwoos/Doit_R - <Do it! 쉽게 배우는 R 데이터 분석> 저장소
• ycphs/openxlsx - openxlsx - a fast way to read and write complex xslx files
• skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
• griffithlab/GenVisR - Genome data visualizations
• briatte/ggnet - Network visualization with ggplot2
• renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
• dirkschumacher/llr - Lisp-like-R: A clojure inspired lisp that compiles to R in R
• rpremraj/mailR - A utility to send emails from the R programming environment
• r-spatial/RQGIS - RQGIS - integrating R with QGIS
• MatsuuraKentaro/RStanBook - 『StanとRでベイズ統計モデリング』のサポートページです.
• kcuilla/reactablefmtr - Streamlined Table Styling and Formatting for Reactable
• jennybc/r-graph-catalog - All graphs in “Creating More Effective Graphs”, made with R package ggplot2.
• Appsilon/rhino - Build high quality, enterprise-grade Shiny apps at speed
• stan-dev/shinystan - shinystan R package and ShinyStan GUI
• ropensci/textreuse - Detect text reuse and document similarity
• dupadhyaya/rAnalyticsHHE - Repository for Online Classes
• skardhamar/rga - R Google Analytics
• KlausVigo/phangorn - Phylogenetic analysis in R
• rstudio/promises - A promise library for R
• OpenDroneMap/FIELDimageR - FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
• mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
• insightsengineering/rtables - Reporting tables with R
• RGLab/MAST - Tools and methods for analysis of single cell assay data in R
• HenrikBengtsson/matrixStats - R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
• fastverse/fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
• AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
• curso-r/auth0 - Authentication in shinyapps using Auth0 service
• ropensci/jqr - R interface to jq
• mschubert/clustermq - R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH
• ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
• edwindj/daff - Diff, patch and merge for data.frames, see http://paulfitz.github.io/daff/
• WLOGSolutions/RSuite - The most complete R development and data science platform.
• Tazinho/snakecase - 🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
• mikejohnson51/climateR - An R 📦 for getting point and gridded climate data by AOI
• dreamRs/prefixer - Prefix function with their namespace & other development tools
• WinVector/wrapr - Wrap R for Sweet R Code
• trevorld/r-optparse - R package providing a command line optional argument parser
• tidyverse/hms - A simple class for storing time-of-day values
• neuropsychology/psycho.R - An R package for experimental psychologists
• gadenbuie/countdown - ⏲ countdown timer for R Markdown slides and HTML docs
• dankelley/oce - R package for oceanographic processing
• rstudio-conf-2022/ggplot2-graphic-design - "Graphic Design with ggplot2: How to Create Engaging and Complex Visualizations in R", an rstudio::conf(2022) Workshop by Cédric Scherer
• ropensci/ghql - GraphQL R client
• pharmaR/riskmetric - Metrics to evaluate the risk of R packages
• JohnCoene/packer - webpack + npm + R = ❤️
• jennybc/repurrrsive - Recursive lists to use in teaching and examples, because there is no mtcars for lists.
• eddelbuettel/r2u - CRAN as Ubuntu Binaries
• seankross/lego - 😃 R data package featuring every Lego set from 1970 to 2015
• Novartis/tidymodules - An Object-Oriented approach to Shiny modules
• LTLA/SingleR - Clone of the Bioconductor repository for the SingleR package.
• Kaggle/docker-rstats - Kaggle R docker image
• jseidman/hadoop-R - Example code for running R on Hadoop
• dieghernan/tidyterra - tidyverse and ggplot2 methods for terra spatial objects
• vue-r/vueR - vue.js for R
• swarm-lab/Rvision - Basic computer vision library for R
• rubenarslan/codebook - Cook rmarkdown codebooks from metadata on R data frames
• richfitz/stevedore - ☁️🚣🐳☁️ Docker client for R
• eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
• datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
• XD-DENG/ECharts2Shiny - To insert interactive charts from ECharts into R Shiny applications (在R Shiny app中插入ECharts可交互图形)
• 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.
• nteetor/yonder - A reactive web framework built on shiny
• line/conflr - Post R Markdown documents to Confluence
• hadley/lazyeval - Lazy evaluation: an alternative to non-standard evaluation (NSE) for R
• hadley/babynames - An R package containing US baby names from the SSA
• ropensci/osmplotr - Data visualisation using OpenStreetMap objects
• r-lib/rray - Simple Arrays
• quandl/quandl-r - This is Quandl's R Package
• junjunlab/scRNAtoolVis - Useful functions to make your scRNA-seq plot more cool!
• csdaw/ggprism - ggplot2 extension inspired by GraphPad Prism
• tkonopka/umap - Uniform Manifold Approximation and Projection - R package
• stan-dev/loo - loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
• prestodb/RPresto - DBI-based adapter for Presto for the statistical programming language R.
• cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
• renanxcortes/springerQuarantineBooksR - Download all books made available by Springer during the COVID-19 quarantine!
• ndphillips/FFTrees - An R package to create and visualise fast-and-frugal decision trees (FFTs)
• Keiku/kaggle-airbnb-recruiting-new-user-bookings - 2nd Place Solution in Kaggle Airbnb New User Bookings competition
• flujoo/gm - R Package for Music Score and Audio Generation
• rte-antares-rpackage/manipulateWidget - Add More Interactivity to htmlwidgets
• royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
• randyzwitch/RSiteCatalyst - R package to access Adobe Analytics Reporting API v1.4
• oscarperpinan/spacetime-vis - Sources of the book "Displaying time series, spatial and space-time data with R" (1st Edition)
• miraisolutions/xlconnect - XLConnect: Excel Connector for R
• hrbrmstr/sergeant - 💂‍♂️ Tools to Transform and Query Data with 'Apache' 'Drill'
• EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
• egenn/rtemis - Advanced Machine Learning and Visualization
• bkelly-lab/ReplicationCrisis - Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2022)
• benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
• theislab/kBET - An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
• rivasiker/ggHoriPlot - A user-friendly, highly customizable R package for building horizon plots in ggplot2
• rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
• R-ArcGIS/r-sample-tools - Sample tools illustrating R usage in geoprocessing scripts
• 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.
• FantasyFootballAnalytics/ffanalytics - ffanalytics R package
• rstudio/sortable - R htmlwidget for Sortable.js
• ropensci/osfr - R interface to the Open Science Framework (OSF)
• richarddmorey/BayesFactor - BayesFactor R package for Bayesian data analysis with common statistical models.
• grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic data
• beanumber/etl - R package to facilitate ETL operations
• nexr/RHive - RHive is an R extension facilitating distributed computing via Apache Hive.
• mixOmicsTeam/mixOmics - Development repository for the Bioconductor package 'mixOmics '
• mattansb/Structural-Equation-Modeling-foR-Psychologists - Lesson files used in the Structural Equation Modeling for Psychologists.
• emitanaka/anicon - Animated icons for R markdown and Shiny apps
• emanuelhuber/RGPR - Ground-penetrating radar (GPR) data processing and visualisation: a free and open-source software package (R language)
• edgararuiz-zz/dbplot - Simplifies plotting of database and sparklyr data
• svalvaro/drawCell - R package to create cell pictures.
• SciML/diffeqr - Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
• paleolimbot/rbbt - R Interface to the Better BiBTex Zotero Connector
• mlr-org/mlr3pipelines - Dataflow Programming for Machine Learning in R
• matloff/regtools - Various tools for linear, nonlinear and nonparametric regression.
• dreamRs/apexcharter - 📊 R Htmlwidget for ApexCharts.js
• ColinFay/attempt - Tools for defensive programming in R
• carlos-alberto-silva/rGEDI - rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
• ThinkR-open/fakir - Create Fake Data in R for tutorials
• tashapiro/TidyTuesday - Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.
• jacob-long/interactions - A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the jtools package.
• hrbrmstr/statebins - Alternative to choropleths of US States ala http://bit.ly/statebins
• globeandmail/startr - A template for data journalism in R
• cloudyr/rmote - Utilities for running R on a remote server
• beechung/Latent-Factor-Models - R functions for fitting latent factor models with internal computation in C/C++
• ardata-fr/mschart - 📊 mschart: office charts from R
• yihui/xfun - Miscellaneous R functions
• samterfa/openai - This R package provides an SDK to the Open AI API
• pbs-assess/sdmTMB - 🌎 An R package for spatial and spatiotemporal GLMMs with TMB
• nredell/forecastML - An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
• mattansb/Practical-Applications-in-R-for-Psychologists - Lesson files for Practical Applications in R for Psychologists.
• MarkEdmondson1234/ga-dashboard-demo - A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL
• carlganz/rintrojs - Wrapper for the Intro.js library
• yihui/printr - Some (magical) printing methods for knitr
• r-transit/tidytransit - R package for working with GTFS data
• psychbruce/bruceR - 📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
• mkearney/pkgverse - 📦🔭🌠 Create your own universe of packages à la tidyverse
• karoliskoncevicius/basetheme - Themes for base plotting system in R
• greenplum-db/PivotalR - An convenient R tool for manipulating tables in PostgreSQL type databases and a wrapper of Apache MADlib.
• YuLab-SMU/MicrobiotaProcess - 🦠 A comprehensive R package for deep mining microbiome
• SMAPPNYU/smappR - R tools for analysis of Twitter data
• lockedata/starters - R Package 📦 for initializing projects for various R activities 🔩
• leeper/meme - Meme Generation in R
• JonasSchroeder/InstaCrawlR - Crawl public Instagram data using R scripts without API access token. See InstaCrawlR Instructions.pdf
• jolars/eulerr - Area-Proportional Euler and Venn Diagrams with Ellipses
• GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
• COVAIL/cognizer - R package to call IBM Watson services.
• corynissen/fitbitScraper - R package to scrape fitbit data
• ropensci-archive/bomrang - ⚠️ ARCHIVED ⚠️ Australian government Bureau of Meteorology (BOM) data client for R
• xfim/ggmcmc - Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
• tomaztk/Useless_R_functions - Useless R Functions. That's it
• rstudio-conf-2020/big-data - 🔧 Use dplyr to analyze Big Data 🐘
• r-lib/gargle - Infrastructure for calling Google APIs from R, including auth
• RinteRface/fullPage - 📄 fullPage.js, pagePiling.js and multiScroll.js for shiny
• quanteda/stopwords - Multilingual Stopword Lists in R
• mdneuzerling/lambdr - Run R containers on AWS Lambda
• leonawicz/tabr - R package: tabr. Notation-based and tidy music data analysis and transcription.
• irudnyts/openai - An R package-wrapper around OpenAI API
• crowding/vadr - Making R a better language
• trinker/lexicon - A data package containing lexicons and dictionaries for text analysis
• r-lib/evaluate - A version of eval for R that returns more information about what happened
• RinteRface/shinybulma - 🌐 Bulma.io for Shiny
• quarto-dev/quarto-r - R interface to quarto-cli
• profandyfield/discovr - discovr package for R to accompany Discovering Statistics Using R and RStudio
• 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
• 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.
• 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.
• 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
• google/patrick - Parameterized testing in R is kind of cool!
• HenrikBengtsson/Wishlist-for-R - Features and tweaks to R that I and others would love to see - feel free to add yours!
• 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
• cpsievert/pitchRx - Tools for scraping MLB Gameday data and Visualizing PITCHf/x
• vertica/ddR - Standard API for Distributed Data Structures in R
• robjhyndman/anomalous-acm - Anomalous time series package for R (ACM)
• richfitz/storr - 📦 Object cacher for R
• nrennie/aRt - R package to create generative art.
• jmstanto/data-science-r - R code and documentation for "Introduction to Data Science" by Jeffrey Stanton
• 16EAGLE/moveVis - An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.
• yihui/recharts - An R Interface to Apache ECharts (incubating)
• rstudio/rsconnect - Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
• renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
• CornellLabofOrnithology/auk - Working with eBird data in R
• sewardlee337/finreportr - R package - Financial Data from U.S. Securities and Exchange Commission
• 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
• maju116/platypus - R package for object detection and image segmentation.
• christophsax/seasonal - R interface to X-13ARIMA-SEATS
• ShixiangWang/sigminer - 🌲 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-archive/umapr - ⛔ ARCHIVED ⛔ Wraps UMAP Algorithm for Dimension Reduction
• r-lib/desc - Manipulate DESCRIPTION files
• rkillick/changepoint - A place for the development version of the changepoint package on CRAN.
• r-dbi/RMariaDB - An R interface to MariaDB
• psychbruce/ChineseNames - 🀄 Chinese Name Database (1930-2008)
• 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
• tidyverse/nycflights13 - An R data package containing all out-bound flights from NYC in 2013 + useful metdata
• ropensci/RefManageR - R package RefManageR
• m-clark/mixed-models-with-R - Covers the basics of mixed models, mostly using @lme4
• mjockers/syuzhet - An R package for the extraction of sentiment and sentiment-based plot arcs from text
• easystats/effectsize - 🐉 Compute and work with indices of effect size and standardized parameters
• mlr-org/mlr3book - mlr3 manual
• HenrikBengtsson/parallelly - R package: parallelly - Enhancing the 'parallel' Package
• 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 - ↙️ ↘️ 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 - ⚠️ ARCHIVED ⚠️ A programmatic interface the Orcid.org API
• coolbutuseless/tickle - Easily create UIs in base R
• minimaxir/reddit-bigquery - Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily
• welch-lab/liger - R package for integrating and analyzing multiple single-cell datasets
• rOpenGov/eurostat - R tools for Eurostat data
• 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
• walkerke/crsuggest - Get appropriate CRS suggestions for your spatial data in R
• riatelab/linemap - ♒ Create maps made of lines
• devOpifex/g2r - Grammar of graphics for interactive visualisation using G2.js
• singmann/afex - Analysis of Factorial EXperiments (R package)
• jbisanz/qiime2R - Import qiime2 artifacts to R
• davebraze/FDBeye - R tools for eyetracker workflows.
• ANTsX/ANTsR - Advanced Normalization Tools in R
• Robinlovelace/geocompr - Open source book: Geocomputation with R
• igraph/rigraph - igraph R package
• 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
• OHDSI/PatientLevelPrediction - An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
• eddelbuettel/drat - Drat R Archive Template
• VanLoo-lab/ascat - ASCAT copy number R package
• EagerAI/fastai - R interface to fast.ai
• vimc/orderly - 🏥🚑 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
• chrisalbon/code_r - Collection of R Scripts for Reuse
• 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 - 📦 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 🌐
• 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 - ⛔ ARCHIVED ⛔ 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 - 《R语言编程艺术》翻译项目文件
• andrewheiss/colourlovers - 🎨 📦 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 📦 Containing the Datasaurus Dozen datasets 📊
• JohnCoene/ambiorix - 🖥️ Web framework for R
• hrbrmstr/splashr - 💦 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 - ⛔ ARCHIVED ⛔ 🐒 R package for text analysis with Monkeylearn 🐒