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
- IndrajeetPatil/ggstatsplot - Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ
- rstudio/gt - Easily generate information-rich, publication-quality tables from R
- ujjwalkarn/DataScienceR - a curated list of R tutorials for Data Science, NLP and Machine Learning
- karthik/wesanderson - A Wes Anderson color palette for R
- szilard/benchm-ml - A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
- dreamRs/esquisse - RStudio add-in to make plots interactively with ggplot2
- rstudio/blogdown - Create Blogs and Websites with R Markdown
- google/CausalImpact - An R package for causal inference in time series
- rich-iannone/DiagrammeR - Graph and network visualization using tabular data in R
- rstudio/reticulate - R Interface to Python
- tidyverse/tidyverse - Easily install and load packages from the tidyverse
- 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.
- ropensci/drake - An R-focused pipeline toolkit for reproducibility and high-performance computing
- hadley/mastering-shiny - Mastering Shiny: a book
- rstudio/tensorflow - TensorFlow for R
- paul-buerkner/brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
- tidyverse/purrr - A functional programming toolkit for R
- hrbrmstr/hrbrthemes - ๐ Opinionated, typographic-centric ggplot2 themes and theme components
- mitchelloharawild/vitae - R Markdown Rรฉsumรฉs and CVs
- r-lib/lintr - Static Code Analysis for R
- juliasilge/tidytext - Text mining using tidy tools โจ๐โจ
- wch/r-source - Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
- swirldev/swirl - ๐ Learn R, in R.
- robjhyndman/forecast - Forecasting Functions for Time Series and Linear Models
- BlakeRMills/MetBrewer - Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
- easystats/easystats - ๐ The R easystats-project
- thomasp85/ggraph - Grammar of Graph Graphics
- ddsjoberg/gtsummary - Presentation-Ready Data Summary and Analytic Result Tables
- 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.
- tidyverse/readr - Read flat files (csv, tsv, fwf) into R
- matloff/fasteR - Fast Lane to Learning R!
- r-lib/httr - httr: a friendly http package for R
- jokergoo/circlize - Circular visualization in R
- futureverse/future - ๐ R package: future: Unified Parallel and Distributed Processing in R for Everyone
- tidyverse/magrittr - Improve the readability of R code with the pipe
- sparklyr/sparklyr - R interface for Apache Spark
- mlr-org/mlr3 - mlr3: Machine Learning in R - next generation
- ropensci/targets - Function-oriented Make-like declarative workflows for R
- EmilHvitfeldt/paletteer - ๐จ๐จ๐จ Collection of most color palettes in a single R package
- ThinkR-open/golem - A Framework for Building Robust Shiny Apps
- cutterkom/generativeart - Create Generative Art with R
- MichelNivard/gptstudio - GPT RStudio addins that enable GPT assisted coding, writing & analysis
- rstudio/pagedown - Paginate the HTML Output of R Markdown with CSS for Print
- MilesMcBain/datapasta - On top of spaghetti, all covered in cheese....
- r-lib/testthat - An R ๐ฆ to make testing ๐
- TheAlgorithms/R - Collection of various algorithms implemented in R.
- Mikata-Project/ggthemr - Themes for ggplot2.
- easystats/see - ๐จ Visualisation toolbox for beautiful and publication-ready figures
- hadley/r-pkgs - Building R packages
- r-tmap/tmap - R package for thematic maps
- klmr/box - Write reusable, composable and modular R code
- r-lib/usethis - Set up commonly used ๐ฆ components
- google/rappor - RAPPOR: Privacy-Preserving Reporting Algorithms
- mjskay/ggdist - Visualizations of distributions and uncertainty
- dselivanov/text2vec - Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- YuLab-SMU/ggtree - ๐Visualization and annotation of phylogenetic trees
- quanteda/quanteda - An R package for the Quantitative Analysis of Textual Data
- rdpeng/ProgrammingAssignment2 - Repository for Programming Assignment 2 for R Programming on Coursera
- ramnathv/slidify - Generate reproducible html5 slides from R markdown
- rstudio/keras3 - R Interface to Keras
- dreamRs/shinyWidgets - shinyWidgets : Extend widgets available in shiny
- workflowr/workflowr - Organize your project into a research website
- joshuaulrich/quantmod - Quantitative Financial Modelling Framework
- pbiecek/xai_resources - Interesting resources related to XAI (Explainable Artificial Intelligence)
- ipeaGIT/geobr - Easy access to official spatial data sets of Brazil in R and Python
- grabear/awesome-rshiny - An awesome R-shiny list!
- ramnathv/htmlwidgets - HTML Widgets for R
- ropensci-archive/rtweet - ๐ฆ R client for interacting with Twitter's [stream and REST] APIs
- jennybc/googlesheets - Google Spreadsheets R API
- hrbrmstr/waffle - ๐ Make waffle (square pie) charts in R
- z3tt/TidyTuesday - My contributions to the #TidyTuesday challenge, a weekly data visualization challenge. All plots are ๐ฏ created in R with ggplot2.
- gadenbuie/tidyexplain - ๐คนโโ Animations of tidyverse verbs using R, the tidyverse, and gganimate
- dkahle/ggmap - A package for plotting maps in R with ggplot2
- GuangchuangYu/hexSticker - โจ Hexagon sticker in R
- hms-dbmi/UpSetR - An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
- jalapic/engsoccerdata - English and European soccer results 1871-2022
- tidyverse/reprex - Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
- 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 - A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning
- daattali/shinyjs - ๐ก Easily improve the user experience of your Shiny apps in seconds
- mjskay/tidybayes - Bayesian analysis + tidy data + geoms (R package)
- tidymodels/infer - An R package for tidyverse-friendly statistical inference
- tidyverse/glue - Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- r-lib/pkgdown - Generate static html documentation for an R package
- jbkunst/highcharter - R wrapper for highcharts
- ben519/MLPB - Machine Learning Problem Bible | Problem Set Here >>
- rstudio/learnr - Interactive Tutorials with R Markdown
- rstudio/ggvis - Interactive grammar of graphics for R
- easystats/report - ๐ ๐ Automated reporting of objects in R
- r-spatial/rgee - Google Earth Engine for R
- tidyverse/tibble - A modern re-imagining of the data frame
- benmarwick/rrtools - rrtools: Tools for Writing Reproducible Research in R
- dmpe/R - Exercises (incl. analyses) with R language (math+statistics)
- tidyverse/dtplyr - Data table backend for dplyr
- hrbrmstr/ggalt - ๐ Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
- daattali/timevis - ๐ Create interactive timeline visualizations in R
- 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
- 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
- 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
- KentonWhite/ProjectTemplate - A template utility for R projects that provides a skeletal project.
- fstpackage/fst - Lightning Fast Serialization of Data Frames for R
- davidgohel/officer - ๐ฎ officer: office documents from R
- strengejacke/sjPlot - sjPlot - Data Visualization for Statistics in Social Science
- tidyverse/stringr - A fresh approach to string manipulation in R
- r-lidar/lidR - Airborne LiDAR data manipulation and visualisation for forestry application
- gesistsa/rio - ๐ A Swiss-Army Knife for Data I/O
- nstrayer/datadrivencv - R package for building customizable CVs from spreadsheets
- toddwschneider/ballr - Interactive NBA and NCAA Shot Charts with R and Shiny
- r-lib/roxygen2 - Generate R package documentation from inline R comments
- DiskFrame/disk.frame - Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
- REditorSupport/languageserver - An implementation of the Language Server Protocol for R
- joey711/phyloseq - phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See the phyloseq front page:
- ggobi/ggally - R package that extends ggplot2
- 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.
- easystats/bayestestR - ๐ป Utilities for analyzing Bayesian models and posterior distributions
- tidymodels/recipes - Pipeable steps for feature engineering and data preprocessing to prepare for modeling
- igraph/rigraph - igraph R package
- pzhaonet/mindr - an R package which converts markdown files (.md, .Rmd) into mindmaps (brainstorms)
- davidgohel/flextable - table farming
- r-spatial/stars - Spatiotemporal Arrays, Raster and Vector Data Cubes
- tidyverse/forcats - ๐๐๐๐: tools for working with categorical variables (factors)
- ropensci/tabulapdf - Bindings for Tabula PDF Table Extractor Library
- rstudio/blastula - Easily send great-looking HTML email messages from R
- thomasp85/tidygraph - A tidy API for graph manipulation
- immunogenomics/harmony - Fast, sensitive and accurate integration of single-cell data with Harmony
- 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.
- massimoaria/bibliometrix - An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
- dcomtois/summarytools - R Package to Quickly and Neatly Summarize Data
- rstudio/r2d3 - R Interface to D3 Visualizations
- r-dbi/bigrquery - An interface to Google's BigQuery from R.
- noamross/redoc - [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
- boxuancui/DataExplorer - Automate Data Exploration and Treatment
- bedatadriven/renjin - JVM-based interpreter for the R language for the statistical analysis.
- wilkox/gggenes - โก๏ธ๏ธโก๏ธ๏ธโฌ ๏ธ๏ธโก๏ธ๏ธ Draw gene arrow maps in ggplot2
- r-lib/rlang - Low-level API for programming with R
- marcusvolz/mathart - Create mathematical art with R
- cynkra/dm - Working with relational data models in R
- corybrunson/ggalluvial - ggplot2 extension for alluvial plots
- Appsilon/shiny.semantic - Shiny support for powerful Fomantic UI library.
- hadley/plyr - A R package for splitting, applying and combining large problems into simpler problems
- giuseppec/iml - iml: interpretable machine learning R package
- e-sensing/sits - Satellite image time series in R
- thomasp85/lime - Local Interpretable Model-Agnostic Explanations (R port of original Python package)
- mca91/EconometricsWithR - ๐An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
- JaseZiv/worldfootballR - A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
- gadenbuie/regexplain - ๐ An RStudio addin slash regex utility belt
- pola-rs/r-polars - Polars R binding
- 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
- tidyverse/dbplyr - Database (DBI) backend for dplyr
- tonyfischetti/assertr - Assertive programming for R analysis pipelines
- rstudio/hex-stickers - RStudio hex stickers
- r-lib/progress - Progress bar in your R terminal
- ropensci/magick - Magic, madness, heaven, sin
- ropensci-review-tools/goodpractice - Advice on R Package Building
- vegandevs/vegan - R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
- RinteRface/shinydashboardPlus - extensions for shinydashboard
- rudeboybert/fivethirtyeight - R package of data and code behind the stories and interactives at FiveThirtyEight
- ropensci/visdat - Preliminary Exploratory Visualisation of Data
- ThinkR-open/remedy - RStudio Addins to Simplify Markdown Writing
- 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
- MRCIEU/TwoSampleMR - R package for performing 2-sample MR using MR-Base database
- easystats/parameters - ๐ Computation and processing of models' parameters
- yrosseel/lavaan - an R package for structural equation modeling and more
- r-causal/ggdag -
โ๏ธ โ๏ธ An R package for working with causal directed acyclic graphs (DAGs) - RinteRface/bs4Dash - Bootstrap 4 shinydashboard using AdminLTE3
- easystats/correlation - ๐ Methods for Correlation Analysis
- nflverse/nflfastR - A Set of Functions to Efficiently Scrape NFL Play by Play Data
- thomasp85/scico - Palettes for R based on the Scientific Colour-Maps
- stan-dev/bayesplot - bayesplot R package for plotting Bayesian models
- PaulC91/shinyauthr - R package with shiny authentication modules
- trinker/sentimentr - Dictionary based sentiment analysis that considers valence shifters
- chris-mcginnis-ucsf/DoubletFinder - R package for detecting doublets in single-cell RNA sequencing data
- rstats-wtf/what-they-forgot - "What They Forgot to Teach You About R" website / eBook
- RamiKrispin/TSstudio - Tools for time series analysis and forecasting
- ryantimpe/brickr - 3D LEGO models and mosaics from images using R and #tidyverse
- ropensci/stplanr - Sustainable transport planning with R
- RConsortium/S7 - S7: a new OO system for R
- ewenme/ghibli - Studio Ghibli colour palettes
- twbattaglia/RNAseq-workflow - A repository for setting up a RNAseq workflow
- LKremer/ggpointdensity - ๐ ๐ Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
- hadley/emo - Easily insert emoji into R and RMarkdown
- r-lib/R6 - Encapsulated object-oriented programming for R
- r-lib/here - A simpler way to find your files
- swsoyee/2019-ncov-japan - ๐ฆ Interactive dashboard for real-time recording of COVID-19 outbreak in Japan
- wleepang/DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop
- r-lib/scales - Tools for ggplot2 scales
- anthonynorth/rscodeio - An RStudio theme inspired by Visual Studio Code.
- jennybc/row-oriented-workflows - Row-oriented workflows in R with the tidyverse
- data-cleaning/validate - Professional data validation for the R environment
- RinteRface/shinyMobile - shiny API for Framework7 (IOS/android)
- easystats/insight - ๐ฎ Easy access to model information for various model objects
- rstudio/tufte - Tufte Styles for R Markdown Documents
- rstudio/packrat - Packrat is a dependency management system for R
- bstewart/stm - An R Package for the Structural Topic Model
- tidyverse/modelr - Helper functions for modelling
- kabacoff/RiA2 - Source code for R in Action, Second Edition
- riatelab/cartography - Thematic Cartography for R
- welch-lab/liger - R package for integrating and analyzing multiple single-cell datasets
- therneau/survival - Survival package for R
- susanli2016/Data-Analysis-with-R - Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
- yusuzech/r-web-scraping-cheat-sheet - Guide, reference and cheatsheet on web scraping using rvest, httr and Rselenium.
- GreenleafLab/ArchR - ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
- stan-dev/rstanarm - rstanarm R package for Bayesian applied regression modeling
- mkearney/tweetbotornot - ๐ค R package for detecting Twitter bots via machine learning
- DillonHammill/DataEditR - An Interactive R Package for Viewing, Entering Filtering and Editing Data
- daattali/ggExtra - ๐ Add marginal histograms to ggplot2, and more ggplot2 enhancements
- dupadhyaya/Ranalytics18 - My work on Analytics and Research in Data Science
- cloudyr/aws.s3 - Amazon Simple Storage Service (S3) API Client
- dgrtwo/data-screencasts - Code from live exploratory analyses of data in R
- talgalili/heatmaply - Interactive Heat Maps for R Using plotly
- 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"
- charlie86/spotifyr - R wrapper for Spotify's Web API
- BillPetti/baseballr - A package written for R focused on baseball analysis. Currently in development.
- krzjoa/awesome-r-dataviz - Curated resources about Data Visualization, Drawing & Publishing in R
- 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
- luukvdmeer/sfnetworks - Tidy Geospatial Networks in R
- r-hub/rhub - R-hub API client
- PMassicotte/gtrendsR - R functions to perform and display Google Trends queries
- 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
- salimk/Rcrawler - An R web crawler and scraper
- 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.
- swarm-lab/editR - A Rmarkdown editor with instant preview
- MarioniLab/miloR - R package implementation of Milo for testing for differential abundance in KNN graphs
- ropensci/RSelenium - An R client for Selenium Remote WebDriver
- EasyD/IntroToDataScience - GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
- tashapiro/tanya-data-viz - Personal data visualization side projects.
- stuart-lab/signac - R toolkit for the analysis of single-cell chromatin data
- tidymodels/rsample - Classes and functions to create and summarize resampling objects
- richfitz/remake - Make-like declarative workflows in R
- nathaneastwood/poorman - A poor man's dependency free grammar of data manipulation
- EmilHvitfeldt/ggpage - Creates Page Layout Visualizations in R ๐๐๐
- hafen/geofacet - R package for geographical faceting with ggplot2
- r-lib/remotes - Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
- r-lib/covr - Test coverage reports for R
- benmarwick/wordcountaddin - Word counts and readability statistics in R markdown documents
- r-lib/rex - Friendly regular expressions for R.
- r-dbi/RPostgres - A DBI-compliant interface to PostgreSQL
- mtennekes/cols4all - Colors for all (R package)
- joshuaulrich/TTR - Technical analysis and other functions to construct technical trading rules with R
- bnosac/taskscheduleR - Schedule R scripts/processes with the Windows task scheduler.
- ropensci/rnoaa - R interface to many NOAA data APIs
- ModelOriented/modelStudio - ๐ Interactive Studio for Explanatory Model Analysis
- xia-lab/MetaboAnalystR - R package for MetaboAnalyst
- r-dbi/RSQLite - R interface for SQLite
- jlmelville/uwot - An R package implementing the UMAP dimensionality reduction method.
- stemangiola/tidyHeatmap - Draw heatmap simply using a tidy data frame
- dmi3kno/polite - Be nice on the web
- walkerke/tigris - Download and use Census TIGER/Line shapefiles in R
- r-lib/crayon - ๐๏ธ R package for colored terminal output โ now superseded by cli
- microsoft/TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
- tidyverse/googledrive - Google Drive R API
- paws-r/paws - Paws, a package for Amazon Web Services in R
- markvanderloo/stringdist - String distance functions for R
- jrnold/r4ds-exercise-solutions - Exercise solutions to "R for Data Science"
- JohnCoene/coronavirus - ๐ฆ Novel Coronavirus (COVID-19) Tracker
- jinworks/CellChat - R toolkit for inference, visualization and analysis of cell-cell communication from single-cell and spatially resolved transcriptomics
- jumpingrivers/datasauRus - R Package ๐ฆ Containing the Datasaurus Dozen datasets ๐
- Azure/Microsoft365R - R SDK for interacting with Microsoft 365 APIs
- rstudio/pins-r - Pin, discover, and share resources
- jcrodriguez1989/chatgpt - Interface to ChatGPT from R
- wch/extrafont - Tools for using fonts in R graphics
- ropensci/osmdata - R package for downloading OpenStreetMap data
- r-lib/memoise - Easy memoisation for R
- taiyun/corrplot - A visual exploratory tool on correlation matrix
- ropensci-archive/rplos -
โ ๏ธ ARCHIVEDโ ๏ธ R client for the PLoS Journals API - eddelbuettel/littler - A scripting and command-line front-end for GNU R
- datacarpentry/R-ecology-lesson - Data Analysis and Visualization in R for Ecologists
- ncborcherding/scRepertoire - A toolkit for single-cell immune profiling
- 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
- bokeh/rbokeh - R interface to Bokeh http://hafen.github.io/rbokeh/
- abresler/nbastatR - NBA Stats API Wrapper and more for R
- georgevbsantiago/qsacnpj - Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurรญdica (CNPJ)
- scRNA-tools/scRNA-tools - Table of software for the analysis of single-cell RNA-seq data.
- FrankPortman/bayesAB - ๐ข bayesAB: Fast Bayesian Methods for A/B Testing
- mrkaye97/slackr - An R package for sending messages from R to Slack
- clauswilke/colorblindr - An R package to simulate colorblindness on R figures.
- wilkox/ggfittext - ๐ ggplot2 geoms to fit text into boxes
- virtualstaticvoid/heroku-buildpack-r - Heroku buildpack for R - Makes deploying R on Heroku easy
- 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.
- r-lib/lobstr - Understanding complex R objects with tools similar to str()
- bernatgel/karyoploteR - karyoploteR - An R/Bioconductor package to plot arbitrary data along the genome
- r-lib/callr - Call R from R
- junjunlab/scRNAtoolVis - Useful functions to make your scRNA-seq plot more cool!
- BioinformaticsFMRP/TCGAbiolinks - TCGAbiolinks
- rstudio-education/shiny.rstudio.com-tutorial - Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
- r-dbi/DBI - A database interface (DBI) definition for communication between R and RDBMSs
- ropensci/software-review - rOpenSci Software Peer Review.
- NickCH-K/causalgraphs - R code for causal graph animations
- sjmgarnier/viridis - Colorblind-Friendly Color Maps for R
- tidyverse/duckplyr - A drop-in replacement for dplyr, powered by DuckDB for performance.
- rstudio/fontawesome - Easily insert FontAwesome icons into R Markdown docs and Shiny apps
- tidymodels/stacks - An R package for tidy stacked ensemble modeling
- ropensci/charlatan - Create fake data in R
- kolaczyk/sand - Statistical Analysis of Network Data with R, 2nd Edition
- Appsilon/rhino - Build high quality, enterprise-grade Shiny apps at speed
- wch/rgcookbook - R Graphics Cookbook
- Rapporter/pander - An R Pandoc Writer: Convert arbitrary R objects into markdown
- Tazinho/Advanced-R-Solutions - Set of solutions for the Advanced R programming book
- neuhausi/canvasXpress - CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
- ajtulloch/Elements-of-Statistical-Learning - Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
- thomas-neitmann/ggcharts - Get You to Your Desired Plot Faster
- o2r-project/containerit - Package an R workspace and all dependencies as a Docker container
- moldach/vapoRwave - ๐ผ๐พ๐นVaporwave themes and color palettes for ggplot2๐พ๐จโ๐ค๐บ
- r-lib/waldo - Find differences between R objects
- microbiome/microbiome - microbiome R package
- jennybc/gapminder - Excerpt from the Gapminder data, as an R data package and in plain text delimited form
- smartinsightsfromdata/rpivotTable - A R wrapper for the great library pivottable
- bergant/datamodelr - Data model diagrams in R
- jessecambon/tidygeocoder - Geocoding Made Easy
- xiaolei-lab/rMVP - ๐ฎ A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool For Genome-Wide Association Study
- futureverse/progressr - ไธ R package: An Inclusive, Unifying API for Progress Updates
- VerbalExpressions/RVerbalExpressions - ๐ฌ Create regular expressions easily
- bmschmidt/wordVectors - An R package for creating and exploring word2vec and other word embedding models
- yihui/servr - A simple HTTP server in R
- XSaintX/libroR-AnalisisDatos - this project contains R code about analysing data from the book Analisis de datos con 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
- grantmcdermott/tinyplot - Lightweight extension of the base R graphics system
- hughjonesd/ggmagnify - Create a magnified inset of part of a ggplot object
- Appsilon/shiny.fluent - Microsoft's Fluent UI for Shiny apps
- schochastics/graphlayouts - new layout algorithms for network visualizations in R
- cjbarrie/academictwitteR - Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
- Yang-Tang/shinyjqui - jQuery UI Interactions and Effects for Shiny
- kosukeimai/fastLink - R package fastLink: Fast Probabilistic Record Linkage
- ecpolley/SuperLearner - Current version of the SuperLearner R package
- talgalili/installr - Functions for installing softwares from within R
- statsbomb/StatsBombR - This repository is an R package to easily stream StatsBomb data from the API using your log in credentials or from the Open Data GitHub repository cost free into R .
- ropensci/taxize - A taxonomic toolbelt for R
- 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 - 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.
- max-alletsee/rstudio-themes - A collection of themes for RStudio
- bleutner/RStoolbox - Remote Sensing Data Analysis in R ๐ฐ
- ropensci/iheatmapr - Complex, interactive heatmaps in R
- dirkschumacher/ompr - R package to model Mixed Integer Linear Programs
- mllg/checkmate - Fast and versatile argument checks
- hafen/trelliscopejs - TrelliscopeJS R Package
- leeper/margins - An R Port of Stata's 'margins' Command
- constantAmateur/SoupX - R package to quantify and remove cell free mRNAs from droplet based scRNA-seq data
- bkelly-lab/ReplicationCrisis - Code for "Is There a Replication Crisis in Finance" by Jensen, Kelly and Pedersen (2023)
- tmobile/r-tensorflow-api - A small Docker container for using R and TensorFlow as an enterprise API
- rstudio/config - config package for R
- chasemc/electricShine - Create Standalone Installable Shiny Apps
- asardaes/dtwclust - R Package for Time Series Clustering Along with Optimizations for DTW
- tidymodels/tidypredict - Run predictions inside the database
- 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
- fastverse/fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
- r-lib/zeallot - Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
- karthik/holepunch - Make your R project Binder ready
- yihui/formatR - Format R Code Automatically
- trinker/wakefield - Generate random data sets
- R-CoderDotCom/calendR - Ready to print calendars with ggplot2
- Appsilon/shiny.router - A minimalistic router for your Shiny apps.
- rstudio/pool - Object Pooling in R
- pzhaonet/bookdownplus - The easiest way to use R package bookdown for writing varied types of books and documents
- Appsilon/semantic.dashboard - Quick, beautiful and customizable dashboard template for Shiny based on shiny.semantic and Fomantic UI.
- sowla/useR2019-materials - Links to materials from tutorials and talks from useR 2019
- robjhyndman/tsfeatures - Time series features
- lorenzwalthert/precommit - pre-commit hooks for R projects
- vnijs/radiant - Business analytics using R and Shiny
- tidyverse/ellmer - Call LLM APIs from R
- karthik/rdrop2 - Dropbox Interface from R
- geoffjentry/twitteR - R based twitter client
- covid19datahub/COVID19 - A worldwide epidemiological database for COVID-19 at fine-grained spatial resolution
- AppliedDataSciencePartners/xgboostExplainer - An R package that makes xgboost models fully interpretable
- RamiKrispin/vscode-r - A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker
- quanteda/spacyr - R wrapper to spaCy NLP
- bergant/finstr - ๐ Financial statements in R
- rich-iannone/stationaRy - Get hourly meteorological data from one of thousands of global stations
- knausb/vcfR - Tools to work with variant call format files
- alastairrushworth/inspectdf - ๐ ๏ธ ๐ Tools for Exploring and Comparing Data Frames
- jsta/r-docker-tutorial - A docker tutorial for reproducible research
- ggrothendieck/sqldf - Perform SQL Selects on R Data Frames
- dokato/todor - TODOr - RStudio add-in for finding TODO, FIXME, CHANGED etc. comments in your code.
- cwickham/purrr-tutorial - A introduction to purrr
- r-lib/conflicted - An alternative conflict resolution strategy for R
- jonocarroll/mathpix - Query the mathpix API to convert math images to LaTeX
- jakelawlor/PNWColors - A Pacific Northwest inspired R color palette package
- eddelbuettel/r2u - CRAN as Ubuntu Binaries
- trinker/textclean - Tools for cleaning and normalizing text data
- r-lib/bench - High Precision Timing of R Expressions
- jennybc/ggplot2-tutorial - Teaching materials for the R package ggplot2
- ropensci/tesseract - Bindings to Tesseract OCR engine for R
- ropensci/elastic - R client for the Elasticsearch HTTP API
- 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.
- HealthCatalyst/healthcareai-r - R tools for healthcare machine learning
- daattali/shinyalert - ๐ฏ๏ธ Easily create pretty popup messages (modals) in Shiny
- romantseg/rbooks - A curated list of #rstats books
- davidgohel/ReporteRs - Note that ReporteRs has been removed from CRAN the 16th of July 2018 and is not maintained anymore. please migrate to officer.
- exaexa/scattermore - very fast scatterplots for R
- erocoar/gghalves - โ๏ธ Easy half-half geoms in ggplot2
- jackwasey/icd - New maintainer/owner needed Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
- toddwschneider/shiny-salesman - Traveling salesman with simulated annealing, R, and Shiny
- cdeterman/gpuR - R interface to use GPU's
- ankane/jetpack - A friendly package manager for R
- r-lib/httr2 - Make HTTP requests and process their responses. A modern reimagining of httr.
- ben519/DataWrangling - The ultimate reference guide to data wrangling with Python and R
- nicolewhite/RNeo4j - Neo4j Driver for R.
- rlbarter/superheat - An r package for generating beautiful and customizable heatmaps
- riatelab/osrm - Interface between R and the OpenStreetMap-based routing service OSRM
- AdrianAntico/AutoQuant - R package for automation of machine learning, forecasting, model evaluation, and model interpretation
- wviechtb/metafor - A meta-analysis package for R
- talgalili/d3heatmap - A D3.js-based heatmap htmlwidget for R
- rOpenGov/eurostat - R tools for Eurostat data
- echen/ggplot2-tutorial - Quick introduction to ggplot2 (no knowledge of R assumed)
- rstudio/Intro - Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
- OpenIntroStat/openintro - ๐ฆ R package for data and supplemental functions for OpenIntro resources
- hadley/strict - Make R a little bit stricter
- eddelbuettel/gsir-te - Getting Started in R -- Tinyverse Edition
- Chicago/RSocrata - Provides easier interaction with Socrata open data portals http://dev.socrata.com. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SoDA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format. Manages throttling by 'Socrata'.
- r-lib/processx - Execute and Control Subprocesses from R
- easystats/modelbased - ๐ Estimate effects, contrasts and means based on statistical models
- trevorstephens/titanic - Getting Started With R
- 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-spatialecology/landscapemetrics - Landscape Metrics for Categorical Map Patterns ๐บ๏ธ in R
- vincentarelbundock/tinytable - Simple and Customizable Tables in
R
- rfsaldanha/microdatasus - Download de dados do DataSUS e prรฉ-processamento no R.
- laresbernardo/lares - Analytics & Machine Learning R Sidekick
- ycphs/openxlsx - openxlsx - a fast way to read and write complex xslx files
- ropensci/rnaturalearth - An R package to hold and facilitate interaction with natural earth map data ๐
- pharmaverse/admiral - ADaM in R Asset Library
- Pakillo/grateful - Facilitate citation of R packages
- ModelOriented/randomForestExplainer - A set of tools to understand what is happening inside a Random Forest
- jennybc/code-smells-and-feels - Talk on code smells and feels and how to change that via refactoring
- brodieG/diffobj - Compare R Objects with a Diff
- r-lib/gmailr - Access the Gmail RESTful API from R.
- jamesotto852/ggdensity - An R package for interpretable visualizations of bivariate density estimates
- insightsengineering/rtables - Reporting tables with R
- gaborcsardi/prompt - Dynamic R prompt
- dataspelunking/MLwR - Machine Learning with R
- bbolker/broom.mixed - tidy methods for mixed models in R
- trinker/topicmodels_learning - A repository of learning & R resources related to topic models
- RGLab/MAST - Tools and methods for analysis of single cell assay data in R
- Tatvic/RGoogleAnalytics - R Library to easily extract data from the Google Analytics API into R
- r-lib/asciicast - Turn R scripts into terminal screencasts
- riatelab/mapsf - Thematic cartography with R
- markvanderloo/tinytest - A lightweight, no-dependency, but full-featured package for unit testing in R
- iSEE/iSEE - R/shiny interface for interactive visualization of data in SummarizedExperiment objects
- dgrapov/TeachingDemos - Bioinformatics related demos and tutorials using the R programming language
- r-simmer/simmer - Discrete-Event Simulation for R
- r-lib/gh - Minimalistic GitHub API client in R
- Pakillo/R-GIS-tutorial - Spatial data in R: using R as a GIS
- mayoverse/arsenal - An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
- tidyverse/design - Tidyverse design principles
- rticulate/import - An Import Mechanism For R
- r-lib/xml2 - Bindings to libxml2
- katiejolly/nationalparkcolors - R package for color themes inspired by national parks
- joshuaulrich/xts - Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
- Raymo111/Raymo111 - My awesome profile README
- noriakis/ggkegg - Analyzing and visualizing KEGG information using the grammar of graphics
- r-spatial/mapedit - Interactive editing of spatial data in R
- ropensci/qualtRics - Download โฌ๏ธ Qualtrics survey data directly into R!
- IOBR/IOBR - IOBR is an R package to perform comprehensive analysis of tumor microenvironment and signatures for immuno-oncology.
- trafficonese/leaflet.extras - Extra functionality for leaflet R package.
- ropensci/biomartr - Genomic Data Retrieval with R
- kaz-yos/tableone - R package to create "Table 1", description of baseline characteristics with or without propensity score weighting
- emitanaka/edibble - An R-package that encapsulate elements of experimental design for better planning, management, and workflow
- al2na/methylKit - R package for DNA methylation analysis
- zatonovo/lambda.r - Functional programming in R
- satijalab/sctransform - R package for modeling single cell UMI expression data using regularized negative binomial regression
- ropensci/git2r - R bindings to the libgit2 library
- adamribaudo/storytelling-with-data-ggplot - Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
- wilkox/treemapify - ๐ณ Draw treemaps in ggplot2
- rolkra/explore - R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
- gadenbuie/epoxy - Extra-strength glue engines for R Markdown, Quarto, and Shiny
- microsoft/microsoft-r-open - Microsoft R Open Source
- gergness/srvyr - R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data
- ACCLAB/dabestr - Data Analysis with Bootstrap Estimation in R
- Yunuuuu/ggalign - A 'ggplot2' Extension for Consistent Axis Alignment
- youngwoos/Doit_R - <Do it! ์ฝ๊ฒ ๋ฐฐ์ฐ๋ R ๋ฐ์ดํฐ ๋ถ์> ์ ์ฅ์
- vincentarelbundock/WDI - R package to download World Bank data
- mhahsler/recommenderlab - recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
- MatsuuraKentaro/RStanBook - ใStanใจRใงใใคใบ็ตฑ่จใขใใชใณใฐใใฎใตใใผใใใผใธใงใ.
- kosukeimai/MatchIt - R package MatchIt
- cbail/textnets - R package to perform automated text analysis using network techniques
- ambiorix-web/ambiorix - ๐ฅ๏ธ Web framework for R
- yonicd/carbonate - carbon.js for R
- taylor-arnold/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- jimhester/lookup - Lookup R full function definitions, including compiled code, S3 and S4 methods.
- griffithlab/GenVisR - Genome data visualizations
- futureverse/future.apply - ๐ R package: future.apply - Apply Function to Elements in Parallel using Futures
- edwindj/whisker - {{mustache}} for R
- datacamp/RDocumentation - R package to integrate rdocumentation.org into your R workflow
- ChiLiubio/microeco - An R package for data analysis in microbial community ecology
- saezlab/decoupleR - R package to infer biological activities from omics data using a collection of methods.
- r-for-educators/flair - decorate your R code
- lionel-/codegrip - Reshaping and navigation commands for R code
- GenomicSEM/GenomicSEM - R-package for structural equation modeling based on GWAS summary data
- docopt/docopt.R - Command-line interface description language for R (http://docopt.org)
- hadley/reshape - An R package to flexible rearrange, reshape and aggregate data
- gavinsimpson/gratia - ggplot-based graphics and useful functions for GAMs fitted using the mgcv package
- maxtoki/baseball_R - Companion to Analyzing Baseball Data with R
- kcuilla/reactablefmtr - Streamlined Table Styling and Formatting for Reactable
- omarwagih/ggseqlogo - Publication-quality sequence logos in R
- gluc/data.tree - General Purpose Hierarchical Data Structure for R
- yihui/animation - A gallery of animations in statistics and utilities to create animations
- philchalmers/mirt - Multidimensional item response theory
- hadley/assertthat - User friendly assertions for R
- flujoo/gm - R Package for Music Creation
- will-r-chase/aRt - Generative or data-driven artwork made with R
- PecanProject/pecan - The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
- KlausVigo/phangorn - Phylogenetic analysis in R
- HenrikBengtsson/matrixStats - R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
- cvxgrp/CVXR - An R modeling language for convex optimization problems.
- USEPA/elevatr - An R package for accessing elevation data
- thebioengineer/camcorder - Record plots generated during an R session and replay as a gif!
- r-spatial/qgisprocess - R package to use QGIS processing algorithms
- renkun-ken/rlist - A Toolbox for Non-Tabular Data Manipulation
- lbenz730/ncaahoopR - An R package for working with NCAA Basketball Play-by-Play Data
- Laurae2/Laurae - Advanced High Performance Data Science Toolbox for R by Laurae
- jennybc/send-email-with-r - How to send a bunch of email from R
- rstudio/promises - A promise library for R
- JustinMShea/wooldridge - The official R data package for "Introductory Econometrics: A Modern Approach". A vignette contains example models from each chapter.
- johannesbjork/LaCroixColoR - LaCroix Color Palettes for R.
- skranz/RTutor - Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
- kharchenkolab/conos - R package for the joint analysis of multiple single-cell RNA-seq datasets
- hadley/pryr - Pry open the covers of R
- extendr/rextendr - An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically
- dirkschumacher/llr - Lisp-like-R: A clojure inspired lisp that compiles to R in R
- shikokuchuo/mirai - mirai - Minimalist Async Evaluation Framework for R
- mkearney/resist_oped - ๐ต๐ฝโโ๏ธ Identifying the author behind New York Timeโs op-ed from inside the Trump White House.
- jeroen/V8 - Embedded JavaScript Engine for R
- ateucher/rmapshaper - An R wrapper for the mapshaper javascript library
- sctyner/memer - A tidyverse compatible package for creating memes in R using the magick package.
- ropensci-archive/opendata - โ ARCHIVED โ
- ropensci/textreuse - Detect text reuse and document similarity
- ropensci/rentrez - talk with NCBI entrez using R
- privefl/bigsnpr - R package for the analysis of massive SNP arrays.
- GuangchuangYu/badger - Badge for R Package
- stan-dev/shinystan - shinystan R package and ShinyStan GUI
- spatstat/spatstat - Umbrella package of the 'spatstat' family................
- r-lib/keyring - ๐ Access the system credential store from R
- nsgrantham/ggdark - Dark mode for ggplot2 themes
- Lchiffon/leafletCN - An R gallery for China and other geojson choropleth map in leaflet
- jthomasmock/gtExtras - A Collection of Helper Functions for the gt Package.
- DUanalytics/rAnalytics - Analytics in R
- nrennie/tidytuesday - This repository contains the R code used to produce my visualisations for the #TidyTuesday challenges.
- tomwenseleers/export - R package for streamlined export of graphs and data tables.
- pewresearch/pewmethods - Pew Research Center Methods team R package of miscellaneous functions
- 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
- ropensci/rix - Reproducible Data Science environments for R with Nix
- mhahsler/arules - Mining Association Rules and Frequent Itemsets with R
- juba/explor - Interfaces for Multivariate Analysis in R
- hgeorgako/rfortraders - Quantitative Trading with R
- GoekeLab/bambu - Reference-guided transcript discovery and quantification for long read RNA-Seq data
- gkaramanis/aRtist - Making art with R
- colearendt/tidyjson - Tidy your JSON data in R with tidyjson
- pbs-assess/sdmTMB - ๐ An R package for spatial and spatiotemporal GLMMs with TMB
- microsoft/finnts - Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.
- JohnCoene/cicerone - ๐๏ธ Give tours of your Shiny apps
- teunbrand/legendry - A 'ggplot2' extension that focusses on expanding the plotter's arsenal of guides, such as axes, legends and colour bars. It brings various improvements to existing guides by re-implementation, as well as adding novel guides.
- strengejacke/sjstats - Effect size measures and significance tests
- sneumann/xcms - This is the git repository matching the Bioconductor package xcms: LC/MS and GC/MS Data Analysis
- rpremraj/mailR - A utility to send emails from the R programming environment
- merlinoa/shinyFeedback - display user feedback next to Shiny inputs
- lmullen/gender - Predict Gender from Names Using Historical Data
- BlakeRMills/MoMAColors - Color Schemes based around artwork and the Museum of Modern Art.
- stephenslab/susieR - R package for "sum of single effects" regression.
- r-spatial/RQGIS - RQGIS - integrating R with QGIS
- stefano-meschiari/latex2exp - Use LaTeX in R graphics.
- leeper/slopegraph - Edward Tufte-Inspired Slopegraphs
- jennybc/r-graph-catalog - All graphs in โCreating More Effective Graphsโ, made with R package ggplot2.
- insightsengineering/teal - Exploratory Web Apps for Analyzing Clinical Trial Data
- cynkra/fledge - Wings for your R packages: Streamline the process of versioning R packages and updating NEWS
- ankane/dbx - A fast, easy-to-use database library for R
- ropensci/piggyback - ๐ฆ for using large(r) data files on GitHub
- mlr-org/mlrMBO - Toolbox for Bayesian Optimization and Model-Based Optimization in R
- dupadhyaya/rAnalyticsHHE - Repository for Online Classes
- yihui/litedown - A lightweight version of R Markdown
- skardhamar/rga - R Google Analytics
- ropensci/tokenizers - Fast, Consistent Tokenization of Natural Language Text
- nacnudus/unpivotr - Unpivot complex and irregular data layouts in R
- cwatson/brainGraph - Graph theory analysis of brain MRI data
- AliciaSchep/gglabeller - Shiny gadget for labeling points on ggplot
- mplatzer/BTYDplus - R package for Customer Behavior Analysis
- decryptr/decryptr - An extensible API for breaking captchas
- abresler/fundManageR - An Investment Management toolkit for R. Because Excel is a threat to the global financial system.
- rstudio/vetiver-r - Version, share, deploy, and monitor models
- mikejohnson51/climateR - An R ๐ฆ for getting point and gridded climate data by AOI
- jkaupp/tidytuesdays - Entries for tidytuesday
- gojiplus/tuber - ๐ Access YouTube from R
- egeulgen/pathfindR - pathfindR: Enrichment Analysis Utilizing Active Subnetworks
- dieghernan/tidyterra - tidyverse and ggplot2 methods for terra spatial objects
- YuLab-SMU/MicrobiotaProcess - ๐ฆ A comprehensive R package for deep mining microbiome
- TullyMonster/MendelRookie - ๆฐๆๅๅฅฝ็ๅญๅพทๅฐ้ๆบๅ้กน็ฎ
- GraphicsPrinciples/CheatSheet - Repository for the cheatsheet and R code for generating the examples displayed.
- velocyto-team/velocyto.R - RNA velocity estimation in R
- kbroman/broman - R/broman: A package with Karl Broman's personal R code
- Twitter-Sentiment-Analysis/R - Sentiment analysis and visualization of real-time tweets using R
- openpharma/visR - A package to wrap functionality for plots, tables and diagrams adhering to graphical principles.
- harrelfe/rms - Regression Modeling Strategies
- datawookie/emayili - An R package for sending email messages.
- computationalstylistics/stylo - R package for stylometric analyses
- timelyportfolio/listviewer - R htmlwidget to view lists
- SingleR-inc/SingleR - Clone of the Bioconductor repository for the SingleR package.
- 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
- privefl/bigstatsr - R package for statistical tools with big matrices stored on disk.
- r-quantities/units - Measurement units for R
- ThinkR-open/dockerfiler - Easy Dockerfile Creation from R
- seananderson/glmm-course - Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R
- r-lib/withr - Methods For Temporarily Modifying Global State
- ndphillips/VisualResume - An R package for creating a visual resume
- thibautjombart/adegenet - adegenet: a R package for the multivariate analysis of genetic markers
- mkearney/tidyversity - ๐ Tidy tools for academics
- 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.
- hrbrmstr/docxtractr - โ๏ธ Extract Tables from Microsoft Word Documents with R
- cran-task-views/WebTechnologies - CRAN Task View: WebTechnologies
- briatte/ida - Introduction to Data Analysis, using R (2013)
- Pakillo/template - A template for data analysis projects structured as R packages (or not)
- dreamRs/billboarder - ๐ R Htmlwidget for billboard.js
- csdaw/ggprism - ggplot2 extension inspired by GraphPad Prism
- ttvand/Santander-Product-Recommendation - 2nd Place Solution of the Kaggle Competition - Santander Product Recommendation
- shosaco/vistime - Pretty timelines in R.
- psychbruce/bruceR - ๐ฆ BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
- opengeos/whiteboxR - WhiteboxTools R Frontend
- mllg/batchtools - Tools for computation on batch systems
- irudnyts/openai - An R package-wrapper around OpenAI API
- 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
- ropensci/osmextract - Download and import OpenStreetMap data from Geofabrik and other providers
- nanxstats/liftr - ๐ณ Containerize R Markdown documents for continuous reproducibility
- hrecht/censusapi - R package to retrieve U.S. Census data and metadata via API
- GuangchuangYu/ggimage - ๐จ Use Images in ggplot2
- dselivanov/rsparse - Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
- christophergandrud/d3Network - Tools for creating D3 JavaScript network graphs from R.
- yiluheihei/microbiomeMarker - R package for microbiome biomarker discovery
- ropensci/rcrossref - R client for various CrossRef APIs
- koenderks/aRtsy - aRtsy is an R package that implements algorithms for making generative art in a straightforward and standardized manner using 'ggplot2'.
- JohnCoene/firebase - Google FIrebase for shiny
- 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)
- renkun-ken/pipeR - Multi-Paradigm Pipeline Implementation
- mixOmicsTeam/mixOmics - Development repository for the Bioconductor package 'mixOmics '
- maxheld83/ghactions - GitHub actions for R and accompanying R package
- Appsilon/shiny.i18n - Shiny applications internationalization made easy
- RLesur/Rcade - Games to procrastinate with RStudio
- mkearney/textfeatures - ๐ทโโ๏ธ A simple package for extracting useful features from character objects ๐ทโโ๏ธ
- stan-dev/posterior - The posterior R package
- 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.
- ianmcook/tidyquery - Query R data frames with SQL
- hemberg-lab/scRNA.seq.datasets - Collection of public scRNA-Seq datasets used by our group
- davidhodge931/ggblanket - Simplify ggplot2 visualisation
- carlos-alberto-silva/rGEDI - rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
- jacob-long/jtools - Tools for summarizing/visualizing regressions and other helpful stuff
- gtatters/Thermimage - R Package for working with radiometric thermal image files and data
- edwindj/chunked - Chunkwise Text-file Processing for 'dplyr'
- r-lib/ymlthis - write YAML for R Markdown, bookdown, blogdown, and more
- swcarpentry/r-novice-gapminder - R for Reproducible Scientific Analysis
- ropensci/webchem - Chemical Information from the Web
- RevolutionAnalytics/checkpoint - Install R packages from snapshots on checkpoint-server
- ranghetti/sen2r - Find, Download and Process Sentinel-2 Data
- jotech/gapseq - Informed prediction and analysis of bacterial metabolic pathways and genome-scale networks
- HenrikBengtsson/startup - ๐ง R package: startup - Friendly R Startup Configuration
- enblacar/SCpubr - Generate high quality, publication ready visualizations for single cell transcriptomics data.
- eddelbuettel/anytime - Anything to POSIXct or Date Converter
- swcarpentry/r-novice-inflammation - Programming with R
- pharmaR/riskmetric - Metrics to evaluate the risk of R packages
- lcpmgh/colors - ๅญฆๆฏๆๅ้ ่ฒๆจ่ๅจ
- FantasyFootballAnalytics/ffanalytics - ffanalytics R package
- emanuelhuber/RGPR - Ground-penetrating radar (GPR) data processing and visualisation: a free and open-source software package (R language)
- davidski/evaluator - โOpen Source Toolkit for Quantitative Risk Assessment
- ZeBang/tensorTS - R package for autoregressive, reduced-rank, and factor models in time series.
- stephenturner/annotables - R data package for annotating/converting Gene IDs
- ShichenXie/scorecard - Scorecard Development in R, ่ฏๅๅก
- jorvlan/raincloudplots - {package} The easy way to create raincloud plots
- GreenleafLab/chromVAR - chromatin Variability Across Regions (of the genome!)
- rspatial/raster - R raster package https://rspatial.github.io/raster/reference/raster-package.html
- ropensci/dev_guide - rOpenSci Packages: Development, Maintenance, and Peer Review
- ropensci/dataspice - ๐ถ๏ธ Create lightweight schema.org descriptions of your datasets
- r-lib/coro - Coroutines for R
- oswaldosantos/ggsn - R package to add north symbols and scale bars to maps created with ggplot or ggmap
- joshkatz/r-script - A simple little module for passing data from NodeJS to R (and back again).
- jeffreyhorner/Rook - A web server interface for R
- erdavis1/RoadColors - Plot US roads, coloring each by its designation (e.g. Street, Road, Avenue)
- 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.
- RamiKrispin/shinylive-r - A guide for deploying Shinylive R application into Github Pages
- mattflor/chorddiag - R interface to D3 chord diagrams
- JuliaStats/RDatasets.jl - Julia package for loading many of the data sets available in R
- strengejacke/sjmisc - Data transformation and utility functions for R
- SteffenMoritz/imputeTS - CRAN R Package: Time Series Missing Value Imputation
- jslefche/piecewiseSEM - Piecewise Structural Equation Modeling in R
- jonathanbratt/RBERT - Implementation of BERT in R
- rstudio/chromote - Chrome Remote Interface for R
- psolymos/pbapply - Adding progress bar to '*apply' functions in R
- pachadotdev/analogsea - Digital Ocean R client
- elliottmorris/politicaldata - ๐ณ๐An R package for acquiring and analyzing political data โ including polls, election results, legislator information, and demographic data.
- stefpeschel/NetCoMi - Network construction, analysis, and comparison for microbial compositional data
- ropensci/rgbif - Interface to the Global Biodiversity Information Facility API
- RLesur/crrri - A Chrome Remote Interface written in R
- datasciencedojo/IntroToTextAnalyticsWithR - Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
- uptake/pkgnet - R package for analyzing other R packages via graph representations of their dependencies
- ropensci/MODIStsp - An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
- ranalytics/r-tutorials - ะัะธะปะพะถะตะฝะธั ะบ ะบะฝะธะณะต "ะกัะฐัะธััะธัะตัะบะธะน ะฐะฝะฐะปะธะท ะธ ะฒะธะทัะฐะปะธะทะฐัะธั ะดะฐะฝะฝัั ั ะฟะพะผะพััั R"
- MilesMcBain/capsule - An inversion of renv for low effort reproducible R package libraries
- geoarrow/geoarrow-r - Extension types for geospatial data for use with 'Arrow'
- feddelegrand7/ralger - ralger makes it easy to scrape a website. Built on the shoulders of titans: rvest, xml2.
- andrie/miniCRAN - R package to create internally consistent, mini version of CRAN
- timelyportfolio/d3r - d3.js helpers for R
- theislab/zellkonverter - Conversion between scRNA-seq objects
- 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).
- chr1swallace/coloc - Repo for the R package coloc
- zmeers/ggparliament - Simple parliament plots using ggplot2
- ropensci/tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions
- ropensci/DataPackageR - An R package to enable reproducible data processing, packaging and sharing.
- fawda123/rStrava - Functions to access data from Strava's v3 API.
- curso-r/auth0 - Authentication in shinyapps using Auth0 service
- talgalili/dendextend - Extending R's Dendrogram Functionality
- 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
- mdlincoln/clipr - R functions for reading and writing from the system clipboard
- joachim-gassen/ExPanDaR - R Package for Interactive Panel Data Exploration
- Hy4m/linkET - Everything is Linkable
- cloudyr/googleComputeEngineR - An R interface to the Google Cloud Compute API, for launching virtual machines
- zatonovo/futile.logger - A logging package in R similar to log4j
- r-transit/tidytransit - R package for working with GTFS data
- ropensci/geojsonio - Convert many data formats to & from GeoJSON & TopoJSON
- rdboyes/forester - An R package for creating publication-ready forest plots.
- PoisonAlien/trackplot - Generate IGV style locus tracks from bigWig files in R
- phil8192/ob-analytics - R package intended for visualisation, analysis and reconstruction of limit order book data
- 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.
- trevorld/r-optparse - command-line optional argument parser
- sjewo/cartogram - r package for cartogram creation
- ShixiangWang/sigminer - ๐ฒ An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/index.html
- ropensci/tsbox - tsbox: Class-Agnostic Time Series in R
- r-lib/rprojroot - Finding files in project subdirectories
- r-lib/debugme - Easy and efficient debugging for R packages
- JohnCoene/g2r - ๐ Grammar of graphics for interactive visualisations
- benmarwick/ctv-archaeology - CRAN Task View: Archaeological Science
- bart6114/jug - jug: A Simple Web Framework for R
- stan-dev/loo - loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
- kjhealy/revere - Finding Paul Revere
- JohnCoene/packer - webpack + npm + R = โค๏ธ
- holgerbrandl/r4intellij - An integration of the R programming language into Intellij IDEA
- Tazinho/snakecase - ๐๐๐ A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
- ropensci/ghql - GraphQL R client
- quarto-dev/quarto-r - R interface to quarto-cli
- mschubert/clustermq - R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH
- MangoTheCat/rmdshower - R Markdown template for shower
- ijlyttle/bsplus - Shiny and R Markdown addons to Bootstrap 3
- ehrlinger/ggRandomForests - Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
- cavaunpeu/statistical-rethinking - Solutions for the practice problems
- paleolimbot/rbbt - R Interface to the Better BiBTex Zotero Connector
- joachim-gassen/tidycovid19 - {tidycovid19}: An R Package to Download, Tidy and Visualize Covid-19 Related Data
- neuropsychology/psycho.R - An R package for experimental psychologists
- Kaggle/docker-rstats - Kaggle R docker image
- dankelley/oce - R package for oceanographic processing
- tidyverse/elmer - Call LLM APIs from R
- statsmaths/cleanNLP - R package providing annotators and a normalized data model for natural language processing
- robertzk/syberia - Syberia: The development framework for R
- r-lib/available - Check if a package name is available to use
- rivasiker/ggHoriPlot - A user-friendly, highly customizable R package for building horizon plots in ggplot2
- noamross/nyhackr-docker-talk - Slides, Code, and Links to Resources from "Docker for the User," delivered at nyhackr 2018-07-11
- JulianHill/R-Tutorials - Code from the r tutorial on my blog
- dreamRs/prefixer - Prefix function with their namespace & other development tools
- AndreaCirilloAC/updateR - update your R version in a breeze ( on OSX) โ
- stan-dev/cmdstanr - CmdStanR: the R interface to CmdStan
- SciML/diffeqr - Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
- royfrancis/pophelper - An R package to analyse and visualise admixture proportions from STRUCTURE, fastSTRUCTURE, TESS, ADMIXTURE etc.
- ropensci/osfr - R interface to the Open Science Framework (OSF)
- ropensci/jqr - R interface to jq
- Novartis/tidymodules - An Object-Oriented approach to Shiny modules
- JesseVent/crypto - Cryptocurrency Historical Market Data R Package
- eliocamp/metR - Tools for Easier Analysis of Meteorological Fields
- dreamRs/apexcharter - ๐ R Htmlwidget for ApexCharts.js
- yihui/xfun - Miscellaneous R functions
- tashapiro/TidyTuesday - Data visualizations produced for #TidyTuesdayChallenge, a challenge hosted by R for Data Science.
- schochastics/networkdata - R package containing several network datasets
- rich-iannone/splitr - Use the HYSPLIT model from inside R and do more with it
- psychbruce/ChineseNames - ๐ Chinese Name Database (1930-2008).
- farach/huggingfaceR - Hugging Face state-of-the-art models in R
- alyssafrazee/ballgown - Bioconductor package "ballgown", devel version. Isoform-level differential expression analysis in R.
- vue-r/vueR - vue.js for R
- trulia/choroplethr - choroplethr simplifies the creation of choropleths (thematic maps) in R
- r-lib/ellipsis - Tools for Working with ...
- mlr-org/mlr3pipelines - Dataflow Programming for Machine Learning in R
- egenn/rtemis - Advanced Machine Learning and Visualization
- coolbutuseless/emphatic - Highlighting R output in the console
- samterfa/openai - This R package provides an SDK to the Open AI API
- ropensci/tarchetypes - Archetypes for targets and pipelines
- karoliskoncevicius/basetheme - Themes for base plotting system in R
- dlab-berkeley/R-Fundamentals-Legacy - D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
- tidyverse/hms - A simple class for storing time-of-day values
- renozao/NMF - NMF: A Flexible R package for Nonnegative Matrix Factorization
- OscarKjell/text - Using Transformers from HuggingFace in R
- CornellLabofOrnithology/auk - Working with eBird data in R
- 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.
- quandl/quandl-r - This is Quandl's R Package
- EmilHvitfeldt/prismatic - color manipulation R package Simply and Tidy
- dreamRs/datamods - Shiny modules to import and manipulate data into an application or addin
- cstawitz/roomba - General purpose API response tidier
- seankross/lego - ๐ R data package featuring every Lego set from 1970 to 2015
- mattansb/Structural-Equation-Modeling-foR-Psychologists - Lesson files used in the Structural Equation Modeling for Psychologists.
- cloudly/Play-Econometrics-with-R - a brochure about "Play Econometrics with R"
- WinVector/wrapr - Wrap R for Sweet R Code
- openpharma/mmrm - Mixed Models for Repeated Measures (MMRM) in R.
- jennybc/repurrrsive - Recursive lists to use in teaching and examples, because there is no mtcars for lists.
- grunwaldlab/metacoder - Parsing, Manipulation, and Visualization of Metabarcoding/Taxonomic data
- duckdb/duckdb-r - The duckdb R package
- datacamp/courses-introduction-to-r - Introduction to R by Jonathan Cornelissen
- WLOGSolutions/RSuite - The most complete R development and data science platform.
- ropensci/osmplotr - Data visualisation using OpenStreetMap objects
- 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
- junjunlab/GseaVis - An implement R package to visualize GSEA results
- google/patrick - Parameterized testing in R is kind of cool!
- DoubleML/doubleml-for-r - DoubleML - Double Machine Learning in R
- rstudio/sortable - R htmlwidget for Sortable.js
- rstudio/rsconnect - Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
- richfitz/stevedore - โ๏ธ๐ฃ๐ณโ๏ธ Docker client for R
- profandyfield/discovr - discovr package for R to accompany Discovering Statistics Using R and RStudio
- 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!
- thomasp85/farver - High Performance Colourspace Manipulation in R
- svalvaro/drawCell - R package to create cell pictures.
- 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.
- saezlab/dorothea - R package to access DoRothEA's regulons
- r-lib/evaluate - A version of eval for R that returns more information about what happened
- richarddmorey/BayesFactor - BayesFactor R package for Bayesian data analysis with common statistical models.
- nteetor/yonder - A reactive web framework built on shiny
- MatsuuraKentaro/Bayesian_Statistical_Modeling_with_Stan_R_and_Python - Kentaro Matsuura (2023). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
- jseidman/hadoop-R - Example code for running R on Hadoop
- hadley/babynames - An R package containing US baby names from the SSA
- carlganz/rintrojs - Wrapper for the Intro.js library
- tkonopka/umap - Uniform Manifold Approximation and Projection - R package
- ThinkR-open/fakir - Create Fake Data in R for tutorials
- 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.
- r-dbi/RMariaDB - An R interface to MariaDB
- R-ArcGIS/r-sample-tools - Sample tools illustrating R usage in geoprocessing scripts
- oscarperpinan/spacetime-vis - Sources of the book "Displaying time series, spatial and space-time data with R" (1st Edition)
- nrennie/aRt - R package to create generative art.
- metrumresearchgroup/mrgsolve - Simulate from ODE-based population PK/PD and QSP models in R
- mdneuzerling/lambdr - Run R containers on AWS Lambda
- drostlab/philentropy - Information Theory and Distance Quantification with R
- cynkra/constructive - Display Idiomatic Code to Construct Most R Objects
- 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
- renanxcortes/springerQuarantineBooksR - Download all books made available by Springer during the COVID-19 quarantine!
- 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
- google/GeoexperimentsResearch - An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.
- 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
- 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 - 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
- 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 - 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