A curated list of awesome R frameworks, libraries and software.
- tidyverse/ggplot2 - An implementation of the Grammar of Graphics in R
- cxli233/FriendsDontLetFriends - Friends don't let friends make certain types of data visualization - What are they and why are they bad.
- qinwf/awesome-R - A curated list of awesome R packages, frameworks and software.
- rstudio/shiny - Easy interactive web applications with R
- tidyverse/dplyr - dplyr: A grammar of data manipulation
- hadley/r4ds - R for data science: a book
- swirldev/swirl_courses - ๐ A collection of interactive courses for the swirl R package.
- rmcelreath/stat_rethinking_2022 - Statistical Rethinking course winter 2022
- Rdatatable/data.table - R's data.table package extends data.frame:
- twitter/AnomalyDetection - Anomaly Detection with R
- rstudio/rmarkdown - Dynamic Documents for R
- plotly/plotly.R - An interactive graphing library for R
- r-lib/devtools - Tools to make an R developer's life easier
- yihui/knitr - A general-purpose tool for dynamic report generation in R
- satijalab/seurat - R toolkit for single cell genomics
- rmcelreath/stat_rethinking_2023 - Statistical Rethinking Course for Jan-Mar 2023
- rmcelreath/rethinking - Statistical Rethinking course and book package
- tylermorganwall/rayshader - R Package for 2D and 3D mapping and data visualization
- rstudio/gt - Easily generate information-rich, publication-quality tables from R
- IndrajeetPatil/ggstatsplot - Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ
- ujjwalkarn/DataScienceR - a curated list of R tutorials for Data Science, NLP and Machine Learning
- karthik/wesanderson - A Wes Anderson color palette for R
- szilard/benchm-ml - A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
- dreamRs/esquisse - RStudio add-in to make plots interactively with ggplot2
- rstudio/blogdown - Create Blogs and Websites with R Markdown
- google/CausalImpact - An R package for causal inference in time series
- tidyverse/tidyverse - Easily install and load packages from the tidyverse
- rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R
- rstudio/reticulate - R Interface to Python
- 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
- geocompx/geocompr - Geocomputation with R: an open source book
- bbc/bbplot - R package that helps create and export ggplot2 charts in the style used by the BBC News data team
- EmilHvitfeldt/r-color-palettes - Comprehensive list of color palettes available in R โค๏ธ๐งก๐๐๐๐
- tidyverse/rvest - Simple web scraping for R
- tidymodels/broom - Convert statistical analysis objects from R into tidy format
- rstudio/plumber - Turn your R code into a web API.
- sfirke/janitor - simple tools for data cleaning in R
- tidyverse/tidyr - Tidy Messy Data
- r-spatial/sf - Simple Features for R
- griffithlab/rnaseq_tutorial - Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.
- hadley/mastering-shiny - Mastering Shiny: a book
- ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
- rstudio/tensorflow - TensorFlow for R
- tidyverse/purrr - A functional programming toolkit for R
- paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
- hrbrmstr/hrbrthemes - ๐ Opinionated, typographic-centric ggplot2 themes and theme components
- mitchelloharawild/vitae - R Markdown Rรฉsumรฉs and CVs
- r-lib/lintr - Static Code Analysis for R
- juliasilge/tidytext - Text mining using tidy tools โจ๐โจ
- wch/r-source - Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
- swirldev/swirl - ๐ Learn R, in R.
- BlakeRMills/MetBrewer - Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
- robjhyndman/forecast - Forecasting Functions for Time Series and Linear Models
- easystats/easystats - ๐ The R easystats-project
- ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
- thomasp85/ggraph - Grammar of Graph Graphics
- easystats/performance - ๐ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
- stan-dev/rstan - RStan, the R interface to Stan
- rstudio/renv - renv: Project environments for R.
- matloff/fasteR - Fast Lane to Learning R!
- tidyverse/readr - Read flat files (csv, tsv, fwf) into R
- r-lib/httr - httr: a friendly http package for R
- jokergoo/circlize - Circular visualization in R
- mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
- ropensci/targets - Function-oriented Make-like declarative workflows for R
- futureverse/future - ๐ R package: future: Unified Parallel and Distributed Processing in R for Everyone
- EmilHvitfeldt/paletteer - ๐จ๐จ๐จ Collection of most color palettes in a single R package
- tidyverse/magrittr - Improve the readability of R code with the pipe
- sparklyr/sparklyr - R interface for Apache Spark
- MichelNivard/gptstudio - GPT RStudio addins that enable GPT assisted coding, writing & analysis
- TheAlgorithms/R - Collection of various algorithms implemented in R.
- cutterkom/generativeart - Create Generative Art with R
- ThinkR-open/golem - A Framework for Building Robust Shiny Apps
- rstudio/pagedown - Paginate the HTML Output of R Markdown with CSS for Print
- easystats/see - ๐จ Visualisation toolbox for beautiful and publication-ready figures
- r-lib/testthat - An R ๐ฆ to make testing ๐
- MilesMcBain/datapasta - On top of spaghetti, all covered in cheese....
- Mikata-Project/ggthemr - Themes for ggplot2.
- hadley/r-pkgs - Building R packages
- klmr/box - Write reusable, composable and modular R code
- r-tmap/tmap - R package for thematic maps
- YuLab-SMU/ggtree - ๐Visualization and annotation of phylogenetic trees
- r-lib/usethis - Set up commonly used ๐ฆ components
- google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
- dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- mjskay/ggdist - Visualizations of distributions and uncertainty
- quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
- dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
- workflowr/workflowr - Organize your project into a research website
- ramnathv/slidify - Generate reproducible html5 slides from R markdown
- rstudio/keras3 - R Interface to Keras
- rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
- joshuaulrich/quantmod - Quantitative Financial Modelling Framework
- ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
- pbiecek/xai_resources - Interesting resources related to XAI (Explainable Artificial Intelligence)
- grabear/awesome-rshiny - An awesome R-shiny list!
- z3tt/TidyTuesday - My contributions to the #TidyTuesday challenge, a weekly data visualization challenge. All plots are ๐ฏ created in R with ggplot2.
- ramnathv/htmlwidgets - HTML Widgets for R
- ropensci-archive/rtweet - ๐ฆ R client for interacting with Twitter's [stream and REST] APIs
- hms-dbmi/UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
- jennybc/googlesheets - Google Spreadsheets R API
- hrbrmstr/waffle - ๐ Make waffle (square pie) charts in R
- gadenbuie/tidyexplain - ๐คนโโ Animations of tidyverse verbs using R, the tidyverse, and gganimate
- GuangchuangYu/hexSticker - โจ Hexagon sticker in R
- dkahle/ggmap - A package for plotting maps in R with ggplot2
- jalapic/engsoccerdata - English and European soccer results 1871-2022
- tidyverse/lubridate - Make working with dates in R just that little bit easier
- r-lib/styler - Non-invasive pretty printing of R code
- erikaduan/r_tips - R usage tips for data cleaning, data visualisation, statistical modelling and machine learning
- tidyverse/reprex - Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
- daattali/shinyjs - ๐ก Easily improve the user experience of your Shiny apps in seconds
- tidymodels/infer - An R package for tidyverse-friendly statistical inference
- r-lib/pkgdown - Generate static html documentation for an R package
- mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
- tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- jbkunst/highcharter - R wrapper for highcharts
- rstudio/ggvis - Interactive grammar of graphics for R
- r-spatial/rgee - Google Earth Engine for R
- rstudio/learnr - Interactive Tutorials with R Markdown
- ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
- easystats/report - ๐ ๐ Automated reporting of objects in R
- tidyverse/tibble - A modern re-imagining of the data frame
- dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
- benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
- sqjin/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data
- mdozmorov/scRNA-seq_notes - A list of scRNA-seq analysis tools
- 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
- r-lib/cli - Tools for making beautiful & useful command line interfaces
- rmcelreath/stat_rethinking_2020 - Statistical Rethinking Course Winter 2020/2021
- 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
- amplab-extras/SparkR-pkg - R frontend for Spark
- leedrake5/Russia-Ukraine - Equipment Loss Tracking
- davidgohel/officer - ๐ฎ officer: office documents from R
- tidyverse/stringr - A fresh approach to string manipulation in R
- r-lidar/lidR - Airborne LiDAR data manipulation and visualisation for forestry application
- KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
- fstpackage/fst - Lightning Fast Serialization of Data Frames for R
- strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
- gesistsa/rio - ๐ A Swiss-Army Knife for Data I/O
- REditorSupport/languageserver - An implementation of the Language Server Protocol for R
- nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
- r-lib/roxygen2 - Generate R package documentation from inline R comments
- toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
- 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:
- ggobi/ggally - R package that extends ggplot2
- DiskFrame/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- tidymodels/corrr - Explore correlations in R
- elbersb/tidylog - Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.
- tidymodels/recipes - Pipeable steps for feature engineering and data preprocessing to prepare for modeling
- igraph/rigraph - igraph R package
- davidgohel/flextable - table farming
- easystats/bayestestR - ๐ป Utilities for analyzing Bayesian models and posterior distributions
- r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
- pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
- immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
- thomasp85/tidygraph - A tidy API for graph manipulation
- ropensci/tabulapdf - Bindings for Tabula PDF Table Extractor Library
- rstudio/blastula - Easily send great-looking HTML email messages from R
- tidyverse/forcats - ๐๐๐๐: tools for working with categorical variables (factors)
- massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
- tidyverts/tsibble - Tidy Temporal Data Frames and Tools
- 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.
- wilkox/gggenes - โก๏ธ๏ธโก๏ธ๏ธโฌ ๏ธ๏ธโก๏ธ๏ธ Draw gene arrow maps in ggplot2
- dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
- boxuancui/DataExplorer - Automate Data Exploration and Treatment
- rstudio/r2d3 - R Interface to D3 Visualizations
- r-dbi/bigrquery - An interface to Google's BigQuery from R.
- r-lib/rlang - Low-level API for programming with R
- noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
- marcusvolz/mathart - Create mathematical art with R
- bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
- cynkra/dm - Working with relational data models in R
- JaseZiv/worldfootballR - A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
- corybrunson/ggalluvial - ggplot2 extension for alluvial plots
- Appsilon/shiny.semantic - Shiny support for powerful Fomantic UI library.
- pola-rs/r-polars - Polars R bindings
- hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
- mca91/EconometricsWithR - ๐An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
- giuseppec/iml - iml: interpretable machine learning R package
- e-sensing/sits - Satellite image time series in R
- gadenbuie/regexplain - ๐ An RStudio addin slash regex utility belt
- thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
- tidyverse/dbplyr - Database (DBI) backend for dplyr
- tonyfischetti/assertr - Assertive programming for R analysis pipelines
- rstudio/hex-stickers - RStudio hex stickers
- MRCIEU/TwoSampleMR - R package for performing 2-sample MR using MR-Base database
- vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
- r-lib/progress - Progress bar in your R terminal
- ropensci/magick - Magic, madness, heaven, sin
- ropensci-review-tools/goodpractice - Advice on R Package Building
- RinteRface/shinydashboardPlus - extensions for shinydashboard
- PoisonAlien/maftools - Summarize, Analyze and Visualize MAF files from TCGA or in-house studies.
- kassambara/rstatix - Pipe-friendly Framework for Basic Statistical Tests in R
- yrosseel/lavaan - an R package for structural equation modeling and more
- rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
- easystats/parameters - ๐ Computation and processing of models' parameters
- ropensci/visdat - Preliminary Exploratory Visualisation of Data
- ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
- chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
- r-causal/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
- RinteRface/bs4Dash - Bootstrap 4 shinydashboard using AdminLTE3
- nflverse/nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
- RConsortium/S7 - S7: a new OO system for R
- easystats/correlation - ๐ Methods for Correlation Analysis
- stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
- trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
- PaulC91/shinyauthr - R package with shiny authentication modules
- twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
- rstats-wtf/what-they-forgot - "What They Forgot to Teach You About R" website / eBook
- ropensci/stplanr - Sustainable transport planning with R
- ewenme/ghibli - Studio Ghibli colour palettes
- RamiKrispin/TSstudio - Tools for time series analysis and forecasting
- ryantimpe/brickr - 3D LEGO models and mosaics from images using R and #tidyverse
- LKremer/ggpointdensity - ๐ ๐ Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
- wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
- r-lib/scales - Tools for ggplot2 scales
- r-lib/R6 - Encapsulated object-oriented programming for R
- data-cleaning/validate - Professional data validation for the R environment
- r-lib/here - A simpler way to find your files
- hadley/emo - Easily insert emoji into R and RMarkdown
- jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
- anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
- swsoyee/2019-ncov-japan - ๐ฆ Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
- easystats/insight - ๐ฎ Easy access to model information for various model objects
- rstudio/tufte - Tufte Styles for R Markdown Documents
- RinteRface/shinyMobile - shiny API for Framework7 (IOS/android)
- welch-lab/liger - R package for integrating and analyzing multiple single-cell datasets
- rstudio/packrat - Packrat is a dependency management system for R
- GreenleafLab/ArchR - ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
- bstewart/stm - An R Package for the Structural Topic Model
- tidyverse/modelr - Helper functions for modelling
- kabacoff/RiA2 - Source code for R in Action, Second Edition
- therneau/survival - Survival package for R
- riatelab/cartography - Thematic Cartography for R
- tidyverse/ellmer - Call LLM APIs from R
- 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
- yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
- mkearney/tweetbotornot - ๐ค R package for detecting Twitter bots via machine learning
- daattali/ggExtra - ๐ Add marginal histograms to ggplot2, and more ggplot2 enhancements
- talgalili/heatmaply - Interactive Heat Maps for R Using plotly
- DillonHammill/DataEditR - An Interactive R Package for Viewing, Entering Filtering and Editing Data
- cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
- dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
- SurajGupta/r-source - R Source Code
- 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"
- dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
- BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
- charlie86/spotifyr - R wrapper for Spotify's Web API
- luukvdmeer/sfnetworks - Tidy Geospatial Networks in R
- krzjoa/awesome-r-dataviz - Curated resources about Data Visualization, Drawing & Publishing in R
- jinworks/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell and spatially resolved transcriptomics
- awalker89/openxlsx - R package for .xlsx file reading and writing.
- tidyverse/googlesheets4 - Google Spreadsheets R API (reboot of the googlesheets package)
- mages/googleVis - Interface between R and the Google Chart Tools
- r-hub/rhub - R-hub API client
- MarioniLab/miloR - R package implementation of Milo for testing for differential abundance in KNN graphs
- JoaquinAmatRodrigo/Estadistica-con-R - Apuntes personales sobre estadรญstica, machine learning y lenguaje de programaciรณn R
- const-ae/ggupset - Combination matrix axis for 'ggplot2' to create 'UpSet' plots
- PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
- salimk/Rcrawler - An R web crawler and scraper
- stuart-lab/signac - R toolkit for the analysis of single-cell chromatin data
- pablobarbera/Rfacebook - Dev version of Rfacebook package: Access to Facebook API via R
- vincentarelbundock/countrycode - R package: Convert country names and country codes. Assigns region descriptors.
- tashapiro/tanya-data-viz - Personal data visualization side projects.
- swarm-lab/editR - A Rmarkdown editor with instant preview
- EasyD/IntroToDataScience - GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
- cols4all/cols4all-R - Colors for all (R package)
- ropensci/RSelenium - An R client for Selenium Remote WebDriver
- r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
- nathaneastwood/poorman - A poor man's dependency free grammar of data manipulation
- tidymodels/rsample - Classes and functions to create and summarize resampling objects
- richfitz/remake - Make-like declarative workflows in R
- EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R ๐๐๐
- hafen/geofacet - R package for geographical faceting with ggplot2
- benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
- stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
- r-dbi/RPostgres - A DBI-compliant interface to PostgreSQL
- joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
- xia-lab/MetaboAnalystR - R package for MetaboAnalyst
- r-lib/covr - Test coverage reports for R
- r-lib/rex - Friendly regular expressions for R.
- ropensci/rnoaa - R interface to many NOAA data APIs
- bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
- paws-r/paws - Paws, a package for Amazon Web Services in R
- walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
- ModelOriented/modelStudio - ๐ Interactive Studio for Explanatory Model Analysis
- r-dbi/RSQLite - R interface for SQLite
- tidyverse/googledrive - Google Drive R API
- jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
- Azure/Microsoft365R - R SDK for interacting with Microsoft 365 APIs
- markvanderloo/stringdist - String distance functions for R
- dmi3kno/polite - Be nice on the web
- BorchLab/scRepertoire - A toolkit for single-cell immune profiling
- wch/extrafont - Tools for using fonts in R graphics
- microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
- jumpingrivers/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
- clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
- r-lib/crayon - ๐๏ธ R package for colored terminal output โ now superseded by cli
- taiyun/corrplot - A visual exploratory tool on correlation matrix
- jcrodriguez1989/chatgpt - Interface to ChatGPT from R
- ropensci/osmdata - R package for downloading OpenStreetMap data
- junjunlab/scRNAtoolVis - Useful functions to make your scRNA-seq plot more cool!
- datacarpentry/R-ecology-lesson - Data Analysis and Visualization in R for Ecologists
- rstudio/pins-r - Pin, discover, and share resources
- JohnCoene/coronavirus - ๐ฆ Novel Coronavirus (COVID-19) Tracker
- r-lib/memoise - Easy memoisation for R
- grantmcdermott/tinyplot - Lightweight extension of the base R graphics system
- scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
- mitchelloharawild/icons - R package to easily insert web icons to RMarkdown
- immunomind/immunarch - ๐งฌ Immunarch: an R Package for Fast and Painless Exploration of Single-cell and Bulk T-cell/Antibody Immune Repertoires
- georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurรญdica (CNPJ)
- ropensci-archive/rplos -
โ ๏ธ ARCHIVEDโ ๏ธ R client for the PLoS Journals API - openair-project/openair - ๐งญ Open source tools for air quality data analysis
- eddelbuettel/littler - A scripting and command-line front-end for GNU R
- abresler/nbastatR - NBA Stats API Wrapper and more for R
- ropensci/software-review - rOpenSci Software Peer Review.
- tidyverse/duckplyr - A drop-in replacement for dplyr, powered by DuckDB for speed.
- bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
- FrankPortman/bayesAB - ๐ข bayesAB: Fast Bayesian Methods for A/B Testing
- BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
- bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
- wilkox/ggfittext - ๐ ggplot2 geoms to fit text into boxes
- mrkaye97/slackr - An R package for sending messages from R to Slack
- 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.
- virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
- r-lib/lobstr - Understanding complex R objects with tools similar to str()
- Appsilon/rhino - Build high quality, enterprise-grade Shiny apps at speed
- rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
- NickCH-K/causalgraphs - R code for causal graph animations
- r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
- sjmgarnier/viridis - Colorblind-Friendly Color Maps for R
- r-lib/callr - Call R from R
- wch/rgcookbook - R Graphics Cookbook
- rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
- tidymodels/stacks - An R package for tidy stacked ensemble modeling
- Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
- ropensci/charlatan - Create fake data in R
- kolaczyk/sand - Statistical Analysis of Network Data with R, 2nd Edition
- neuhausi/canvasXpress - CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
- jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
- moldach/vapoRwave - ๐ผ๐พ๐นVaporwave themes and color palettes for ggplot2๐พ๐จโ๐ค๐บ
- microbiome/microbiome - microbiome R package
- thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
- Tazinho/Advanced-R-Solutions - Set of solutions for the Advanced R programming book
- r-lib/waldo - Find differences between R objects
- o2r-project/containerit - Package an R workspace and all dependencies as a Docker container
- futureverse/progressr - ไธ R package: An Inclusive, Unifying API for Progress Updates
- ajtulloch/Elements-of-Statistical-Learning - Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
- xiaolei-lab/rMVP - ๐ฎ A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
- bkelly-lab/ReplicationCrisis - Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2023)
- smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
- jessecambon/tidygeocoder - Geocoding Made Easy
- max-alletsee/rstudio-themes - A collection of themes for RStudio
- hughjonesd/ggmagnify - Create a magnified inset of part of a ggplot object
- bergant/datamodelr - Data model diagrams in R
- yihui/servr - A simple HTTP server in R
- rexyai/RestRserve - R web API framework for building high-performance microservices and app backends
- mkearney/rstudiothemes - A curated list of RStudio themes found on Github
- 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.
- VerbalExpressions/RVerbalExpressions - ๐ฌ Create regular expressions easily
- bmschmidt/wordVectors - An R package for creating and exploring word2vec and other word embedding models
- Appsilon/shiny.fluent - Microsoft's Fluent UI for Shiny apps
- kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
- schochastics/graphlayouts - new layout algorithms for network visualizations in R
- Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
- 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 .
- mllg/checkmate - Fast and versatile argument checks
- bleutner/RStoolbox - Remote Sensing Data Analysis in R ๐ฐ
- talgalili/installr - Functions for installing softwares from within R
- ropensci/taxize - A taxonomic toolbelt for R
- cjbarrie/academictwitteR - Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
- ecpolley/SuperLearner - Current version of the SuperLearner R package
- Yunuuuu/ggalign - A 'ggplot2' Extension for Consistent Axis Alignment
- r-spatial/leafgl - R package for fast web gl rendering for leaflet
- ropensci-archive/fulltext -
โ ๏ธ ARCHIVEDโ ๏ธ Search across and get full text for OA & closed journals - eddelbuettel/r2u - CRAN as Ubuntu Binaries
- ropensci/iheatmapr - Complex, interactive heatmaps in R
- dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
- fastverse/fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
- constantAmateur/SoupX - R package to quantify and remove cell free mRNAs from droplet based scRNA-seq data
- leeper/margins - An R Port of Stata's 'margins' Command
- vincentarelbundock/tinytable - Simple and Customizable Tables in
R
- hafen/trelliscopejs - TrelliscopeJS R Package
- tidymodels/tidypredict - Run predictions inside the database
- RamiKrispin/vscode-r - A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker
- chasemc/electricShine - Create Standalone Installable Shiny Apps
- asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
- tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
- rstudio/config - config package for R
- r-rust/hellorust - Template R package with rust bindings
- khanhnamle1994/statistical-learning - Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
- yihui/formatR - Format R Code Automatically
- r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
- R-CoderDotCom/calendR - Ready to print calendars with ggplot2
- karthik/holepunch - Make your R project Binder ready
- jakelawlor/PNWColors - A Pacific Northwest inspired R color palette package
- Appsilon/shiny.router - A minimalistic router for your Shiny apps.
- lorenzwalthert/precommit - pre-commit hooks for R projects
- Appsilon/semantic.dashboard - Quick, beautiful and customizable dashboard template for Shiny based on shiny.semantic and Fomantic UI.
- trinker/wakefield - Generate random data sets
- robjhyndman/tsfeatures - Time series features
- knausb/vcfR - Tools to work with variant call format files
- sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
- rstudio/pool - Object Pooling in R
- pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
- geoffjentry/twitteR - R based twitter client
- dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
- AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
- vnijs/radiant - Business analytics using R and Shiny
- quanteda/spacyr - R wrapper to spaCy NLP
- karthik/rdrop2 - Dropbox Interface from R
- bergant/finstr - ๐ Financial statements in R
- r-lib/bench - High Precision Timing of R Expressions
- jsta/r-docker-tutorial - A docker tutorial for reproducible research
- covid19datahub/COVID19 - A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution
- rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
- jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
- cwickham/purrr-tutorial - A introduction to purrr
- alastairrushworth/inspectdf - ๐ ๏ธ ๐ Tools for Exploring and Comparing Data Frames
- r-lib/conflicted - An alternative conflict resolution strategy 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.
- ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
- jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
- HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
- trinker/textclean - Tools for cleaning and normalizing text data
- romantseg/rbooks - A curated list of #rstats books
- wviechtb/metafor - A meta-analysis package for R
- ropensci/tesseract - Bindings to Tesseract OCR engine for R
- ropensci/elastic - R client for the Elasticsearch HTTP API
- 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.
- r-lib/httr2 - Make HTTP requests and process their responses. A modern reimagining of httr.
- exaexa/scattermore - very fast scatterplots for R
- jackwasey/icd - New maintainer/owner needed Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
- erocoar/gghalves - โ๏ธ Easy half-half geoms in ggplot2
- davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
- daattali/shinyalert - ๐ฏ๏ธ Easily create pretty popup messages (modals) in Shiny
- toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
- rOpenGov/eurostat - R tools for Eurostat data
- rfsaldanha/microdatasus - Download de dados do DataSUS e prรฉ-processamento no R.
- easystats/modelbased - ๐ Estimate effects, contrasts and means based on statistical models
- cdeterman/gpuR - R interface to use GPU's
- ankane/jetpack - A friendly package manager for R
- AdrianAntico/AutoQuant - R package for automation of machine learning, forecasting, model evaluation, and model interpretation
- r-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns ๐บ๏ธ in R
- OpenIntroStat/openintro - ๐ฆ R package for data and supplemental functions for OpenIntro resources
- ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
- ropensci/rix - Reproducible Data Science environments for R with Nix
- talgalili/d3heatmap - A D3.js-based heatmap htmlwidget for R
- rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
- rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
- riatelab/osrm - Interface between R and the OpenStreetMap-based routing service OSRM
- pharmaverse/admiral - ADaM in R Asset Library
- nicolewhite/RNeo4j - Neo4j Driver for R.
- eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
- echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
- Chicago/RSocrata - Provides easier interaction with Socrata open data portals http://dev.socrata.com. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SoDA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format. Manages throttling by 'Socrata'.
- insightsengineering/rtables - Reporting tables with R
- hadley/strict - Make R a little bit stricter
- 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.
- ropensci/rnaturalearth - An R package to hold and facilitate interaction with natural earth map data ๐
- trevorstephens/titanic - Getting Started With R
- ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
- laresbernardo/lares - Analytics & Machine Learning R Sidekick
- IOBR/IOBR - IOBR is an R package to perform comprehensive analysis of tumor microenvironment and signatures for immuno-oncology.
- dataspelunking/MLwR - Machine Learning with R
- ycphs/openxlsx - openxlsx - a fast way to read and write complex xslx files
- r-lib/asciicast - Turn R scripts into terminal screencasts
- RGLab/MAST - Tools and methods for analysis of single cell assay data in R
- brodieG/diffobj - Compare R Objects with a Diff
- saezlab/decoupleR - R package to infer biological activities from omics data using a collection of methods.
- 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
- bbolker/broom.mixed - tidy methods for mixed models in R
- rolkra/explore - R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
- r-lib/gmailr - Access the Gmail RESTful API from R.
- gaborcsardi/prompt - Dynamic R prompt
- trinker/topicmodels_learning - A repository of learning & R resources related to topic models
- riatelab/mapsf - Thematic cartography with R
- Pakillo/grateful - Facilitate citation of R packages
- lcpmgh/colors - ๅญฆๆฏๆๅ้ ่ฒๆจ่ๅจ
- Raymo111/Raymo111 - My awesome profile README
- markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
- dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
- Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
- mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
- rticulate/import - An Import Mechanism For R
- Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
- noriakis/ggkegg - Analyzing and visualizing KEGG information using the grammar of graphics
- iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
- r-lib/gh - Minimalistic GitHub API client in R
- r-simmer/simmer - Discrete-Event Simulation for R
- kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
- GenomicSEM/GenomicSEM - R-package for structural equation modeling based on GWAS summary data
- al2na/methylKit - R package for DNA methylation analysis
- adamribaudo/storytelling-with-data-ggplot - Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
- tidyverse/design - Tidyverse design principles
- satijalab/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
- ropensci/qualtRics - Download โฌ๏ธ Qualtrics survey data directly into R!
- joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
- r-lib/xml2 - Bindings to libxml2
- kosukeimai/MatchIt - R package MatchIt
- katiejolly/nationalparkcolors - R package for color themes inspired by national parks
- microsoft/microsoft-r-open - Microsoft R Open Source
- ChiLiubio/microeco - An R package for data analysis in microbial community ecology
- TullyMonster/MendelRookie - ๆฐๆๅๅฅฝ็ๅญๅพทๅฐ้ๆบๅ้กน็ฎ
- trafficonese/leaflet.extras - Extra functionality for leaflet R package.
- r-spatial/mapedit - Interactive editing of spatial data in R
- ropensci/git2r - R bindings to the libgit2 library
- ropensci/biomartr - Genomic Data Retrieval with R
- gadenbuie/epoxy - Extra-strength glue engines for R Markdown, Quarto, and Shiny
- zatonovo/lambda.r - Functional programming in R
- shikokuchuo/mirai - mirai - Minimalist Async Evaluation Framework for R
- griffithlab/GenVisR - Genome data visualizations
- gavinsimpson/gratia - ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
- emitanaka/edibble - An R-package that encapsulate elements of experimental design for better planning, management, and workflow
- cbail/textnets - R package to perform automated text analysis using network techniques
- PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
- lionel-/codegrip - Reshaping and navigation commands for R code
- youngwoos/Doit_R - <Do it! ์ฝ๊ฒ ๋ฐฐ์ฐ๋ R ๋ฐ์ดํฐ ๋ถ์> ์ ์ฅ์
- wilkox/treemapify - ๐ณ Draw treemaps in ggplot2
- taylor-arnold/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
- futureverse/future.apply - ๐ R package: future.apply - Apply Function to Elements in Parallel using Futures
- ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
- mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
- vincentarelbundock/WDI - R package to download World Bank data
- MatsuuraKentaro/RStanBook - ใStanใจRใงใใคใบ็ตฑ่จใขใใชใณใฐใใฎใตใใผใใใผใธใงใ.
- jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
- docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
- datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
- ambiorix-web/ambiorix - ๐ฅ๏ธ Web framework for R
- yonicd/carbonate - carbon.js for R
- edwindj/whisker - {{mustache}} for R
- r-for-educators/flair - decorate your R code
- philchalmers/mirt - Multidimensional item response theory
- omarwagih/ggseqlogo - Publication-quality sequence logos in R
- nrennie/tidytuesday - This repository contains the R and Python code used to produce my visualisations for the #TidyTuesday challenges.
- thebioengineer/camcorder - Record plots generated during an R session and replay as a gif!
- r-spatial/qgisprocess - R package to use QGIS processing algorithms
- hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
- kcuilla/reactablefmtr - Streamlined Table Styling and Formatting for Reactable
- gluc/data.tree - General Purpose Hierarchical Data Structure for R
- maxtoki/baseball_R - Companion to Analyzing Baseball Data with R
- lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
- HenrikBengtsson/matrixStats - R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
- extendr/rextendr - An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically
- 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
- hadley/assertthat - User friendly assertions for R
- gkaramanis/aRtist - Making art with R
- flujoo/gm - R Package for Music Creation
- cvxgrp/CVXR - An R modeling language for convex optimization problems.
- USEPA/elevatr - An R package for accessing elevation data
- renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
- KlausVigo/phangorn - Phylogenetic analysis in R
- johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
- skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
- Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
- rstudio/promises - A promise library for R
- pbs-assess/sdmTMB - ๐ An R package for spatial and spatiotemporal GLMMs with TMB
- kharchenkolab/conos - R package for the joint analysis of multiple single-cell RNA-seq datasets
- insightsengineering/teal - Exploratory Web Apps for Analyzing Clinical Trial Data
- hadley/pryr - Pry open the covers of R
- ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
- JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
- 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.
- GoekeLab/bambu - Reference-guided transcript discovery and quantification for long read RNA-Seq data
- dirkschumacher/llr - Lisp-like-R: A clojure inspired lisp that compiles to R in R
- yihui/litedown - A lightweight version of R Markdown (without Pandoc or knitr)
- jeroen/V8 - Embedded JavaScript Engine for R
- stephenslab/susieR - R package for "sum of single effects" regression.
- stan-dev/shinystan - shinystan R package and ShinyStan GUI
- sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
- ropensci/textreuse - Detect text reuse and document similarity
- privefl/bigsnpr - R package for the analysis of massive SNP arrays.
- jthomasmock/gtExtras - A Collection of Helper Functions for the gt Package.
- spatstat/spatstat - Umbrella package of the 'spatstat' family................
- ropensci/rentrez - talk with NCBI entrez using R
- ropensci-archive/opendata - โ ARCHIVED โ
- r-lib/keyring - ๐ Access the system credential store from R
- nsgrantham/ggdark - Dark mode for ggplot2 themes
- GuangchuangYu/badger - Badge for R Package
- sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
- pewresearch/pewmethods - Pew Research Center Methods team R package of miscellaneous functions
- Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
- DUanalytics/rAnalytics - Analytics in R
- BlakeRMills/MoMAColors - Color Schemes based around artwork and the Museum of Modern Art.
- tomwenseleers/export - R package for streamlined export of graphs and data tables.
- 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.
- briatte/ggnet - Network visualization with ggplot2
- 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.
- mhahsler/arules - Mining Association Rules and Frequent Itemsets with R
- juba/explor - Interfaces for Multivariate Analysis in R
- hgeorgako/rfortraders - Quantitative Trading with R
- colearendt/tidyjson - Tidy your JSON data in R with tidyjson
- OHDSI/PatientLevelPrediction - An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.
- dieghernan/tidyterra - tidyverse and ggplot2 methods for terra spatial objects
- strengejacke/sjstats - Effect size measures and significance tests
- merlinoa/shinyFeedback - display user feedback next to Shiny inputs
- JohnCoene/cicerone - ๐๏ธ Give tours of your Shiny apps
- cynkra/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
- stefano-meschiari/latex2exp - Use LaTeX in R graphics.
- r-spatial/RQGIS - RQGIS - integrating R with QGIS
- rpremraj/mailR - A utility to send emails from the R programming environment
- mplatzer/BTYDplus - R package for Customer Behavior Analysis
- lmullen/gender - Predict Gender from Names Using Historical Data
- jennybc/r-graph-catalog - All graphs in โCreating More Effective Graphsโ, made with R package ggplot2.
- ankane/dbx - A fast, easy-to-use database library for R
- ropensci/piggyback - ๐ฆ for using large(r) data files on GitHub
- mikejohnson51/climateR - An R ๐ฆ for getting point and gridded climate data by AOI
- leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
- cwatson/brainGraph - Graph theory analysis of brain MRI data
- mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
- egeulgen/pathfindR - pathfindR: Enrichment Analysis Utilizing Active Subnetworks
- dupadhyaya/rAnalyticsHHE - Repository for Online Classes
- decryptr/decryptr - An extensible API for breaking captchas
- computationalstylistics/stylo - R package for stylometric analyses
- velocyto-team/velocyto.R - RNA velocity estimation in R
- skardhamar/rga - R Google Analytics
- rstudio/vetiver-r - Version, share, deploy, and monitor models
- ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
- nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
- AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
- SSSYDYSSS/TransProR - Analysis and visualization of multi-omics data. In ongoing development: multi-modal fusion, sparse learning, and spatio-temporal effects...
- abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
- YuLab-SMU/MicrobiotaProcess - ๐ฆ A comprehensive R package for deep mining microbiome
- SingleR-inc/SingleR - Clone of the Bioconductor repository for the SingleR package.
- jkaupp/tidytuesdays - Entries for tidytuesday
- gojiplus/tuber - ๐ Access YouTube from R
- thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
- mixOmicsTeam/mixOmics - Development repository for the Bioconductor package 'mixOmics '
- kbroman/broman - R/broman: A package with Karl Broman's personal R code
- harrelfe/rms - Regression Modeling Strategies
- GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
- Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
- seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
- r-quantities/units - Measurement units for R
- openpharma/visR - A package to wrap functionality for plots, tables and diagrams adhering to graphical principles.
- datawookie/emayili - An R package for sending email messages.
- privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
- timelyportfolio/listviewer - R htmlwidget to view lists
- rstudio-conf-2022/ggplot2-graphic-design - "Graphic Design with ggplot2", a 2-day rstudio::conf(2022) Workshop by Cรฉdric Scherer
- r-lib/pillar - Format columns with colour
- r-lib/withr - Methods For Temporarily Modifying Global State
- MicheleNuijten/statcheck - A spellchecker for statistics
- MarkEdmondson1234/googleAuthR - Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
- enblacar/SCpubr - Generate high quality, publication ready visualizations for single cell transcriptomics data.
- yiluheihei/microbiomeMarker - R package for microbiome biomarker discovery
- ThinkR-open/dockerfiler - Easy Dockerfile Creation from R
- ndphillips/VisualResume - An R package for creating a visual resume
- mllg/batchtools - Tools for computation on batch systems
- 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.
- psychbruce/bruceR - ๐ฆ BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
- mkearney/tidyversity - ๐ Tidy tools for academics
- hrbrmstr/docxtractr - โ๏ธ Extract Tables from Microsoft Word Documents with R
- Pakillo/template - A template for data analysis projects structured as R packages (or not)
- hrecht/censusapi - R package to retrieve U.S. Census data and metadata via API
- dreamRs/billboarder - ๐ R Htmlwidget for billboard.js
- csdaw/ggprism - ggplot2 extension inspired by GraphPad Prism
- cran-task-views/WebTechnologies - CRAN Task View: WebTechnologies
- briatte/ida - Introduction to Data Analysis, using R (2013)
- ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
- shosaco/vistime - Pretty timelines in R.
- koenderks/aRtsy - aRtsy is an R package that implements algorithms for making generative art in a straightforward and standardized manner using 'ggplot2'.
- jotech/gapseq - Informed prediction and analysis of bacterial metabolic pathways and genome-scale networks
- ropensci/osmextract - Download and import OpenStreetMap data from Geofabrik and other providers
- opengeos/whiteboxR - WhiteboxTools R Frontend
- hms-dbmi/scde - R package for analyzing single-cell RNA-seq data
- faridcher/ml-course - Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
- dselivanov/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- davidhodge931/ggblanket - Simplify ggplot2 visualisation
- byaxb/RDataAnalytics - Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications
- rstudio/rstudioapi - Safely access RStudio's API (when available)
- ropensci/rcrossref - R client for various CrossRef APIs
- nanxstats/liftr - ๐ณ Containerize R Markdown documents for continuous reproducibility
- irudnyts/openai - An R package-wrapper around OpenAI API
- GuangchuangYu/ggimage - ๐จ Use Images in ggplot2
- christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
- emanuelhuber/RGPR - Ground-penetrating radar (GPR) data processing and visualisation: a free and open-source software package (R language)
- stan-dev/posterior - The posterior R package
- RLesur/Rcade - Games to procrastinate with RStudio
- renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
- maxheld83/ghactions - GitHub actions for R and accompanying R package
- gtatters/Thermimage - R Package for working with radiometric thermal image files and data
- GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
- carlos-alberto-silva/rGEDI - rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
- mkearney/textfeatures - ๐ทโโ๏ธ A simple package for extracting useful features from character objects ๐ทโโ๏ธ
- JohnCoene/firebase - Google FIrebase for shiny
- ianmcook/tidyquery - Query R data frames with SQL
- davidski/evaluator - โOpen Source Toolkit for Quantitative Risk Assessment
- Appsilon/shiny.i18n - Shiny applications internationalization made easy
- swcarpentry/r-novice-gapminder - R for Reproducible Scientific Analysis
- r-lib/coro - Coroutines for R
- RamiKrispin/shinylive-r - A guide for deploying Shinylive R application into Github Pages
- pharmaR/riskmetric - Metrics to evaluate the risk of R packages
- jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
- Hy4m/linkET - Everything is Linkable
- hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
- edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
- 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/webchem - Chemical Information from the Web
- HenrikBengtsson/startup - ๐ง R package: startup - Friendly R Startup Configuration
- ShichenXie/scorecard - Scorecard Development in R, ่ฏๅๅก
- r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
- eddelbuettel/anytime - Anything to POSIXct or Date Converter
- rstudio/chromote - Chrome Remote Interface for R
- rspatial/raster - R raster package https://rspatial.github.io/raster/reference/raster-package.html
- RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
- mattflor/chorddiag - R interface to D3 chord diagrams
- erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
- chr1swallace/coloc - Repo for the R package coloc
- theislab/zellkonverter - Conversion between scRNA-seq objects
- swcarpentry/r-novice-inflammation - Programming with R
- stephenturner/annotables - R data package for annotating/converting Gene IDs
- stefpeschel/NetCoMi - Network construction, analysis, and comparison for microbial compositional data
- ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
- jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
- jorvlan/raincloudplots - {package} The easy way to create raincloud plots
- jeffreyhorner/Rook - A web server interface for R
- FantasyFootballAnalytics/ffanalytics - ffanalytics R package
- SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
- ropensci/dataspice - ๐ถ๏ธ Create lightweight schema.org descriptions of your datasets
- oswaldosantos/ggsn - R package to add north symbols and scale bars to maps created with ggplot or ggmap
- uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
- ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
- ropensci/dev_guide - rOpenSci Packages: Development, Maintenance, and Peer Review
- JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
- joshkatz/r-script - A simple little module for passing data from NodeJS to R (and back again).
- jonathanbratt/RBERT - Implementation of BERT in R
- elliottmorris/politicaldata - ๐ณ๐An R package for acquiring and analyzing political data โ including polls, election results, legislator information, and demographic data.
- andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
- strengejacke/sjmisc - Data transformation and utility functions for R
- pachadotdev/analogsea - Digital Ocean R client
- duckdb/duckdb-r - The duckdb R package
- psolymos/pbapply - Adding progress bar to '*apply' functions in R
- datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
- RLesur/crrri - A Chrome Remote Interface written in R
- ranalytics/r-tutorials - ะัะธะปะพะถะตะฝะธั ะบ ะบะฝะธะณะต "ะกัะฐัะธััะธัะตัะบะธะน ะฐะฝะฐะปะธะท ะธ ะฒะธะทัะฐะปะธะทะฐัะธั ะดะฐะฝะฝัั ั ะฟะพะผะพััั R"
- ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
- ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
- MilesMcBain/capsule - An inversion of renv for low effort reproducible R package libraries
- joachim-gassen/ExPanDaR - R Package for Interactive Panel Data Exploration
- fawda123/rStrava - Functions to access data from Strava's v3 API.
- curso-r/auth0 - Authentication in shinyapps using Auth0 service
- zmeers/ggparliament - Simple parliament plots using ggplot2
- timelyportfolio/d3r - d3.js helpers for R
- ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
- PoisonAlien/trackplot - Generate IGV style locus tracks from bigWig files in R
- 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).
- feddelegrand7/ralger - ralger makes it easy to scrape a website. Built on the shoulders of titans: rvest, xml2.
- talgalili/dendextend - Extending R's Dendrogram Functionality
- zatonovo/futile.logger - A logging package in R similar to log4j
- 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.
- 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
- stan-dev/loo - loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
- r-lib/debugme - Easy and efficient debugging for R packages
- rdboyes/forester - An R package for creating publication-ready forest plots.
- phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
- benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
- trevorld/r-optparse - command-line optional argument parser
- ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
- rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
- mdlincoln/clipr - R functions for reading and writing from the system clipboard
- Tazinho/snakecase - ๐๐๐ A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
- ShixiangWang/sigminer - ๐ฒ An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/index.html
- r-transit/tidytransit - R package for working with GTFS data
- ropensci/tsbox - tsbox: Class-Agnostic Time Series in R
- r-lib/rprojroot - Finding files in project subdirectories
- psychbruce/ChineseNames - ๐ Chinese Name Database (1930-2008).
- sjewo/cartogram - r package for cartogram creation
- 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
- JohnCoene/g2r - ๐ Grammar of graphics for interactive visualisations
- bart6114/jug - jug: A Simple Web Framework for R
- ropensci/ghql - GraphQL R client
- quarto-dev/quarto-r - R interface to quarto-cli
- kjhealy/revere - Finding Paul Revere
- JohnCoene/packer - webpack + npm + R = โค๏ธ
- holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
- farach/huggingfaceR - Hugging Face state-of-the-art models in R
- ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
- dreamRs/datamods - Shiny modules to import and manipulate data into an application or addin
- cavaunpeu/statistical-rethinking - Solutions for the practice problems
- royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
- MangoTheCat/rmdshower - R Markdown template for shower
- junjunlab/GseaVis - An implement R package to visualize GSEA results
- ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
- yihui/xfun - Miscellaneous R functions
- robertzk/syberia - Syberia: The development framework for R
- paleolimbot/rbbt - R Interface to the Better BiBTex Zotero Connector
- OscarKjell/text - Using Transformers from HuggingFace in R
- joachim-gassen/tidycovid19 - {tidycovid19}: An R Package to Download, Tidy and Visualize Covid-19 Related Data
- eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
- dankelley/oce - R package for oceanographic processing
- stan-dev/cmdstanr - CmdStanR: the R interface to CmdStan
- ropensci/osfr - R interface to the Open Science Framework (OSF)
- r-lib/available - Check if a package name is available to use
- Novartis/tidymodules - An Object-Oriented approach to Shiny modules
- egenn/rtemis - Advanced Machine Learning and Visualization
- AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) โ
- alyssafrazee/ballgown - Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.
- tashapiro/TidyTuesday - Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.
- ropensci/jqr - R interface to jq
- rivasiker/ggHoriPlot - A user-friendly, highly customizable R package for building horizon plots in ggplot2
- JulianHill/R-Tutorials - Code from the r tutorial on my blog
- JesseVent/crypto - Cryptocurrency Historical Market Data R Package
- dreamRs/apexcharter - ๐ R Htmlwidget for ApexCharts.js
- 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/tarchetypes - Archetypes for targets and pipelines
- 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.
- noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
- dreamRs/prefixer - Prefix function with their namespace & other development tools
- CornellLabofOrnithology/auk - Working with eBird data in R
- trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
- saezlab/dorothea - R package to access DoRothEA's regulons
- renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
- profandyfield/discovr - discovr package for R to accompany Discovering Statistics Using R and RStudio
- Kaggle/docker-rstats - Kaggle R docker image
- coolbutuseless/emphatic - Highlighting R output in the console
- vue-r/vueR - vue.js for R
- samterfa/openai - This R package provides an SDK to the Open AI API
- rstudio/rsconnect - Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
- r-lib/ellipsis - Tools for Working with ...
- 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.
- nrennie/messy - R package to make a data frame messy and untidy.
- mlr-org/mlr3pipelines - Dataflow Programming for Machine Learning in R
- mattansb/Structural-Equation-Modeling-foR-Psychologists - Lesson files used in the Structural Equation Modeling for Psychologists.
- tidyverse/hms - A simple class for storing time-of-day values
- grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic data
- 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.
- cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
- seankross/lego - ๐ R data package featuring every Lego set from 1970 to 2015
- ropensci/osmplotr - Data visualisation using OpenStreetMap objects
- PheWAS/PheWAS - The PheWAS R package
- openpharma/mmrm - Mixed Models for Repeated Measures (MMRM) in R.
- nicholasjclark/mvgam - {mvgam} R ๐ฆ to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting
- 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!
- DoubleML/doubleml-for-r - DoubleML - Double Machine Learning in R
- 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.
- metrumresearchgroup/mrgsolve - Simulate from ODE-based population PK/PD and QSP models in R
- mdneuzerling/lambdr - Run R containers on AWS Lambda
- karoliskoncevicius/basetheme - Themes for base plotting system in R
- JanMarvin/openxlsx2 - openxlsx2 - read, write and modify xlsx files
- EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
- drostlab/philentropy - Information Theory and Distance Quantification with R
- cstawitz/roomba - General purpose API response tidier
- 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.
- richfitz/stevedore - โ๏ธ๐ฃ๐ณโ๏ธ Docker client for R
- quandl/quandl-r - This is Quandl's R Package
- datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
- cynkra/constructive - Display Idiomatic Code to Construct Most R Objects
- WLOGSolutions/RSuite - The most complete R development and data science platform.
- wlandau/crew - A distributed worker launcher
- thomasp85/farver - High Performance Colourspace Manipulation in R
- nrennie/aRt - R package to create generative art.
- ndphillips/FFTrees - An R package to create and visualise fast-and-frugal decision trees (FFTs)
- lindbrook/cholera - R Package for Analyzing John Snow's 1854 Cholera Map
- jimmyday12/fitzRoy - A set of functions to easily access AFL data
- HenrikBengtsson/Wishlist-for-R - Features and tweaks to R that I and others would love to see - feel free to add yours!
- rstudio/sortable - R htmlwidget for Sortable.js
- r-lib/evaluate - A version of eval for R that returns more information about what happened
- mlr-org/mlr3proba - Probabilistic Learning for mlr3
- jennybc/repurrrsive - Recursive lists to use in teaching and examples, because there is no mtcars for lists.
- renanxcortes/springerQuarantineBooksR - Download all books made available by Springer during the COVID-19 quarantine!
- nteetor/yonder - A reactive web framework built on shiny
- MRCIEU/gwasglue - Linking GWAS data to analytical tools in R
- google/GeoexperimentsResearch - An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.
- futureverse/parallelly - R package: parallelly - Enhancing the 'parallel' Package
- carlganz/rintrojs - Wrapper for the Intro.js library
- r-dbi/RMariaDB - An R interface to MariaDB
- R-ArcGIS/r-sample-tools - Sample tools illustrating R usage in geoprocessing scripts
- jseidman/hadoop-R - Example code for running R on Hadoop
- hadley/babynames - An R package containing US baby names from the SSA
- r-lib/processx - Execute and Control Subprocesses from R
- 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
- MatsuuraKentaro/Bayesian_Statistical_Modeling_with_Stan_R_and_Python - Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
- ThinkR-open/fakir - Create Fake Data in R for tutorials
- vincentarelbundock/marginaleffects - R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference
- mtennekes/cols4all - Colors for all (R package)
- ncborcherding/scRepertoire - A toolkit for single-cell immune profiling
- svalvaro/drawCell - R package to create cell pictures.
- 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
- ardata-fr/mschart - ๐ mschart: office charts from R
- 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
- 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.
- 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
- jolars/eulerr - Area-Proportional Euler and Venn Diagrams with Ellipses
- 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
- jhollist/elevatr - An R package for accessing elevation data
- 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.
- ANTsX/ANTsR - R interface to the ANTs biomedical image processing library
- vincentarelbundock/modelsummary - Beautiful and customizable model summaries in R.
- rte-antares-rpackage/manipulateWidget - Add More Interactivity to htmlwidgets
- jacob-long/interactions - A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the
jtools
package. - beanumber/etl - R package to facilitate ETL operations
- rstudio/keras - R Interface to Keras
- hughjonesd/huxtable - An R package to create styled tables in multiple output formats, with a friendly, modern interface.
- Keiku/kaggle-airbnb-recruiting-new-user-bookings - 2nd Place Solution in Kaggle Airbnb New User Bookings competition
- JonasSchroeder/InstaCrawlR - Crawl public Instagram data using R scripts without API access token. See InstaCrawlR Instructions.pdf
- MangoTheCat/goodpractice - Advice on R Package Building
- LTLA/SingleR - Clone of the Bioconductor repository for the SingleR package.
- mattansb/Practical-Applications-in-R-for-Psychologists - Lesson files for Practical Applications in R for Psychologists.
- hrbrmstr/sergeant - ๐โโ๏ธ Tools to Transform and Query Data with 'Apache' 'Drill'
- matloff/regtools - Various tools for linear, nonlinear and nonparametric regression.
- cloudyr/rmote - Utilities for running R on a remote server
- ropensci/tabulizer - Bindings for Tabula PDF Table Extractor Library
- christophM/iml - iml: interpretable machine learning R package
- lockedata/starters - R Package ๐ฆ for initializing projects for various R activities ๐ฉ
- ColinFay/attempt - Tools for defensive programming in R
- nexr/RHive - RHive is an R extension facilitating distributed computing via Apache Hive.
- bhaskarvk/leaflet.extras - Extra functionality for leaflet R package.
- jbisanz/qiime2R - Import qiime2 artifacts to R
- globeandmail/startr - A template for data journalism in R
- rkillick/changepoint - A place for the development version of the changepoint package on CRAN.
- hrbrmstr/statebins - Alternative to choropleths of US States ala http://bit.ly/statebins
- edgararuiz-zz/dbplot - Simplifies plotting of database and sparklyr data
- beechung/Latent-Factor-Models - R functions for fitting latent factor models with internal computation in C/C++
- r-lib/desc - Manipulate DESCRIPTION files
- crsh/papaja - papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.
- ropensci/assertr - Assertive programming for R analysis pipelines
- rexyai/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- swarm-lab/Rvision - Basic computer vision library for R
- grantmcdermott/plot2 - Lightweight extension of base R's plot system
- gadenbuie/countdown - โฒ countdown timer for R Markdown slides and HTML docs
- emitanaka/anicon - Animated icons for R markdown and Shiny apps
- coolbutuseless/tickle - Easily create UIs in base R
- theislab/kBET - An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
- mkearney/pkgverse - ๐ฆ๐ญ๐ Create your own universe of packages ร la tidyverse
- facebookexperimental/Robyn - Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
- avehtari/BDA_R_demos - Bayesian Data Analysis demos for R
- syberia/syberia - Syberia: The development framework for R
- MarkEdmondson1234/ga-dashboard-demo - A demo on how to build your own Google Analytics dashboard with R, Shiny and MySQL
- leeper/meme - Meme Generation in R
- SMAPPNYU/smappR - R tools for analysis of Twitter data
- COVAIL/cognizer - R package to call IBM Watson services.
- r-lib/pak - A fresh approach to package installation
- leeper/rio - A Swiss-Army Knife for Data I/O
- RConsortium/OOP-WG - S7: a new OO system for R
- soodoku/tuber - ๐ Access YouTube from R
- stephenturner/qqman - An R package for creating Q-Q and manhattan plots from GWAS results
- corynissen/fitbitScraper - R package to scrape fitbit data
- yihui/printr - Some (magical) printing methods for knitr
- robjhyndman/anomalous-acm - Anomalous time series package for R (ACM)
- cpsievert/pitchRx - Tools for scraping MLB Gameday data and Visualizing PITCHf/x
- emilyriederer/projmgr - R-based project management tools
- dlab-berkeley/R-Deep-Learning - Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization
- yihui/recharts - An R Interface to Apache ECharts (incubating)
- vertica/ddR - Standard API for Distributed Data Structures in R
- richfitz/storr - ๐ฆ Object cacher for R
- jmstanto/data-science-r - R code and documentation for "Introduction to Data Science" by Jeffrey Stanton
- Non-Contradiction/JuliaCall - Embed Julia in R
- rladies/starter-kit - Some useful R-Ladies files ๐ ๐
- Bart6114/jug - jug: A Simple Web Framework for R
- dlab-berkeley/R-Fundamentals - D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
- ropensci-archive/bomrang -
โ ๏ธ ARCHIVEDโ ๏ธ Australian government Bureau of Meteorology (BOM) data client for R - xfim/ggmcmc - Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
- rstudio-conf-2020/big-data - ๐ง Use dplyr to analyze Big Data ๐
- r-lib/gargle - Infrastructure for calling Google APIs from R, including auth
- RinteRface/fullPage - ๐ fullPage.js, pagePiling.js and multiScroll.js for shiny
- quanteda/stopwords - Multilingual Stopword Lists in R
- leonawicz/tabr - R package: tabr. Notation-based and tidy music data analysis and transcription.
- crowding/vadr - Making R a better language
- trinker/lexicon - A data package containing lexicons and dictionaries for text analysis
- RinteRface/shinybulma - ๐ Bulma.io for Shiny
- leifeld/texreg - Conversion of R Regression Output to LaTeX or HTML Tables
- genome/sciclone - An R package for inferring the subclonal architecture of tumors
- earowang/hts - Hierarchical and Grouped Time Series
- prioritizr/prioritizr - Systematic conservation prioritization in R
- pablobarbera/streamR - Dev version of streamR package: Access to Twitter Streaming API via R
- njtierney/brolgar - BRowse Over Longitudinal Data Graphically and Analytically in R
- lgatto/MSnbase - Base Classes and Functions for Mass Spectrometry and Proteomics
- keberwein/blscrapeR - A tool to gather, analyze and visualize data from the Bureau of Labor Statistics (BLS) API. Functions include segmentation, geographic analysis and visualization.
- hadley/secure - Secure private R data in public packages
- datacarpentry/r-raster-vector-geospatial - Introduction to Geospatial Raster and Vector Data with R
- Azure/doAzureParallel - A R package that allows users to submit parallel workloads in Azure
- Azure/azureml-sdk-for-r - Azure Machine Learning SDK for R
- rezakj/iCellR - Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).
- mwip/beautifyR - RStudio addin for formatting Rmarkdown tables
- christophsax/seasonal - R interface to X-13ARIMA-SEATS
- ropensci-archive/umapr - โ ARCHIVED โ Wraps UMAP Algorithm for Dimension Reduction
- emitanaka/shinycustomloader - Add a custom loader for R shiny
- dipanjanS/learning-social-media-analytics-with-r - This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
- delta-rho/trelliscope - Detailed Visualization of Large Complex Data in R
- ujjwalkarn/xda - R package for exploratory data analysis
- ropensci/RefManageR - R package RefManageR
- mjockers/syuzhet - An R package for the extraction of sentiment and sentiment-based plot arcs from text
- easystats/effectsize - ๐ Compute and work with indices of effect size and standardized parameters
- mlr-org/mlr3book - mlr3 manual
- rstudio/bigdataclass - Two-day workshop that covers how to use R to interact databases and Spark
- piersyork/owidR - An R Package for Importing Data from Our World in Data
- cbailiss/pivottabler - Create Pivot Tables natively in R
- malcolmbarrett/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - SymbolixAU/googleway - R Package for accessing and plotting Google Maps
- ropensci/googleLanguageR - R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API
- giswqs/whiteboxR - WhiteboxTools R Frontend
- ropensci-archive/rorcid -
โ ๏ธ ARCHIVEDโ ๏ธ A programmatic interface the Orcid.org API - minimaxir/reddit-bigquery - Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily
- Roche/rtables - Reporting tables with R
- christophsax/tsbox - tsbox: Class-Agnostic Time Series in R
- briatte/ggnetwork - Geoms to plot networks with ggplot2
- r-lib/rcmdcheck - Run R CMD check from R and collect the results
- boboppie/kruschke-doing_bayesian_data_analysis - John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS
- riatelab/linemap - โ Create maps made of lines
- devOpifex/g2r - Grammar of graphics for interactive visualisation using G2.js
- singmann/afex - Analysis of Factorial EXperiments (R package)
- davebraze/FDBeye - R tools for eyetracker workflows.
- Robinlovelace/geocompr - Open source book: Geocomputation with R
- r-spatial/mapview - Interactive viewing of spatial data in R
- radiant-rstats/radiant - Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.
- SebKrantz/collapse - Advanced and Fast Data Transformation in R
- ewenharrison/finalfit - Quickly create elegant regression results tables and plots when modelling in R
- eddelbuettel/drat - Drat R Archive Template
- VanLoo-lab/ascat - ASCAT copy number R package
- EagerAI/fastai - R interface to fast.ai
- vimc/orderly - ๐ฅ๐ Lightweight Reproducible Reporting for R
- MarkEdmondson1234/searchConsoleR - R interface with Google Search Console API v3, including Search Analytics.
- SymbolixAU/mapdeck - R interface to Deck.gl and Mapbox
- USGS-R/dataRetrieval - This R package is designed to obtain USGS or EPA water quality sample data, streamflow data, and metadata directly from web services. See: https://rconnect.usgs.gov/dataRetrieval/
- AdrianAntico/RemixAutoML - R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
- hughjonesd/santoku - A versatile cutting tool for R
- tidymodels/TMwR - Code and content for "Tidy Modeling with R"
- MilesMcBain/friendlyeval - A friendly interface to tidyeval/rlang that will excuse itself when you're done.
- timoast/signac - R toolkit for the analysis of single-cell chromatin data
- jennybc/debugging - Talk about general debugging strategies. How to be less confused and frustrated.
- xrobin/pROC - Display and analyze ROC curves in R and S+
- TommyJones/textmineR - An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.
- quanteda/readtext - an R package for reading text files
- ropensci/rplos - R client for the PLoS Journals API
- ropensci/fulltext - Search across and get full text for OA & closed journals
- ropensci/rorcid - A programmatic interface the Orcid.org API
- Ironholds/pystr - Python String Methods in R.
- cboettig/template - ๐ฆ A template for my research projects, based on the R package structure
- Ronggui/RQDA - R-based Qualitative Data Analysis
- pablobarbera/instaR - Dev version of instaR package: Access to Instagram API via R
- nflverse/nflfastR-data - builds play by play and player stats for nflverse/nflverse-data
- jthaman/ciTools - An R Package for Quick Uncertainty Intervals
- jasdumas/shinyLP - A R package for Bootstrap Components to make Landing Home Pages for Shiny ๐
- adletaw/captioner - an R package for generating figure/table numbers and captions, especially for Rmd docs
- trinker/reports - An R package to assist in the workflow of writing academic articles and other reports
- gimoya/theBioBucket-Archives - R-Code used in my blog theBioBucket
- rstudio/distill - Distill for R Markdown
- nik01010/dashboardthemes - Now on CRAN: custom theme support for R Shinydashboard applications.
- avehtari/ROS-Examples - Regression and other stories R examples
- ropensci-archive/learngganimate - โ ARCHIVED โ A living, breathing community exploration of the gganimate R package. A rOpenSci #ozunconf2018 project
- R-ArcGIS/r-bridge - Bridge library to connect ArcGIS and R, including arcgisbinding R library.
- jburkhardt/RAdwords - Loading Google Adwords Data into R
- ropensci/bomrang - Australian government Bureau of Meteorology (BOM) data client for R
- cosname/art-r-translation - ใR่ฏญ่จ็ผ็จ่บๆฏใ็ฟป่ฏ้กน็ฎๆไปถ
- andrewheiss/colourlovers - ๐จ ๐ฆ R Client for the COLOURlovers API
- ropensci/ezknitr - Avoid the typical working directory pain when using 'knitr'
- herbps10/reactor - Interactive notebooks for R
- lockedata/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- JohnCoene/ambiorix - ๐ฅ๏ธ Web framework for R
- hrbrmstr/splashr - ๐ฆ Tools to Work with the 'Splash' JavaScript Rendering Service in R
- gshs-ornl/wbstats - wbstats: An R package for searching and downloading data from the World Bank API
- ropensci/ckanr - R client for the CKAN API
- dbdahl/rscala - The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.
- atlanhq/rLandsat - R Package to make Landsat8 data accessible
- amrrs/animated_bar_charts_in_R - Code to demo how to build Animated Bar Charts in R
- xiaodaigh/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- tjmahr/WrapRmd - RStudio addin for wrapping RMarkdown paragraphs
- ropensci-archive/monkeylearn - โ ARCHIVED โ ๐ R package for text analysis with Monkeylearn ๐