R

Top repositories by stars

3 qinwf
qinwf/awesome-R A curated list of awesome R packages, frameworks and software.
★ 6.5K ⑂ 1.5K R
18 yihui
yihui/knitr A general-purpose tool for dynamic report generation in R
★ 2.5K ⑂ 874 R
25 rstudio
rstudio/gt Easily generate information-rich, publication-quality tables from R
★ 2.2K ⑂ 229 R
27 toddwschneider
toddwschneider/nyc-taxi-data Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse …
★ 2.1K ⑂ 556 R
29 szilard
szilard/benchm-ml A minimal benchmark for scalability, speed and accuracy of commonly used open source implementation…
★ 1.9K ⑂ 326 R
30 dreamRs
dreamRs/esquisse RStudio add-in to make plots interactively with ggplot2
★ 1.9K ⑂ 242 R
42 topepo
topepo/caret caret (Classification And Regression Training) R package that contains misc functions for training …
★ 1.7K ⑂ 625 R
43 bbc
bbc/bbplot R package that helps create and export ggplot2 charts in the style used by the BBC News data team
★ 1.6K ⑂ 270 R
46 tidymodels
tidymodels/broom Convert statistical analysis objects from R into tidy format
★ 1.5K ⑂ 299 R
53 paul-buerkner
paul-buerkner/brms brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
★ 1.4K ⑂ 228 R
54 griffithlab
griffithlab/rnaseq_tutorial Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and workin…
★ 1.4K ⑂ 613 R
57 hrbrmstr
hrbrmstr/hrbrthemes :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
★ 1.4K ⑂ 97 R
58 jrnold
jrnold/ggthemes Themes, scales, and geoms for ggplot2 that reproduce the styles of The Economist, the WSJ, Tufte, a…
★ 1.4K ⑂ 224 R
59 ropensci
ropensci/drake An R-focused pipeline toolkit for reproducibility and high-performance computing
★ 1.3K ⑂ 128 R
62 BlakeRMills
BlakeRMills/MetBrewer Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
★ 1.3K ⑂ 89 R
65 slowkow
slowkow/ggrepel :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
★ 1.3K ⑂ 95 R
66 wch
wch/r-source Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build …
★ 1.3K ⑂ 330 R
70 TheAlgorithms
TheAlgorithms/R Collection of various algorithms implemented in R.
★ 1.2K ⑂ 356 R
75 rstudio
rstudio/tinytex A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
★ 1.2K ⑂ 129 R
79 easystats
easystats/performance :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
★ 1.2K ⑂ 109 R
81 ropensci
ropensci/targets Function-oriented Make-like declarative workflows for R
★ 1.1K ⑂ 87 R
83 mlr-org
mlr-org/mlr3 mlr3: Machine Learning in R - next generation
★ 1.1K ⑂ 98 R
84 rstudio
rstudio/pointblank Data quality assessment and metadata reporting for data frames and database tables
★ 1.1K ⑂ 63 R
89 futureverse
futureverse/future :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone
★ 1.0K ⑂ 94 R
90 klmr
klmr/box Write reusable, composable and modular R code
★ 990 ⑂ 49 R
92 r-lib
r-lib/httr httr: a friendly http package for R
★ 983 ⑂ 2.0K R
98 easystats
easystats/see :art: Visualisation toolbox for beautiful and publication-ready figures
★ 956 ⑂ 49 R
103 YuLab-SMU
YuLab-SMU/ggtree :christmas_tree:Visualization and annotation of phylogenetic trees
★ 936 ⑂ 183 R
104 rstudio
rstudio/pagedown Paginate the HTML Output of R Markdown with CSS for Print
★ 927 ⑂ 124 R
112 quanteda
quanteda/quanteda An R package for the Quantitative Analysis of Textual Data
★ 895 ⑂ 188 R
115 mjskay
mjskay/ggdist Visualizations of distributions and uncertainty
★ 882 ⑂ 32 R
116 dselivanov
dselivanov/text2vec Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
★ 877 ⑂ 133 R
128 tidymodels
tidymodels/infer An R package for tidyverse-friendly statistical inference
★ 796 ⑂ 86 R
129 dmpe
dmpe/R Exercises (incl. analyses) with R language (math+statistics)
★ 795 ⑂ 379 R
133 dkahle
dkahle/ggmap A package for plotting maps in R with ggplot2
★ 780 ⑂ 234 R
136 r-lib
r-lib/pkgdown Generate static html documentation for an R package
★ 777 ⑂ 361 R
139 daattali
daattali/shinyjs 💡 Easily improve the user experience of your Shiny apps in seconds
★ 752 ⑂ 119 R
140 nanxstats
nanxstats/ggsci 🦄 Scientific journal and sci-fi themed color palettes for ggplot2
★ 751 ⑂ 69 R
141 r-lib
r-lib/cli Tools for making beautiful & useful command line interfaces
★ 729 ⑂ 95 R
142 r-lidar
r-lidar/lidR Airborne LiDAR data manipulation and visualisation for forestry application
★ 714 ⑂ 140 R
145 massimoaria
massimoaria/bibliometrix An R-tool for comprehensive science mapping analysis. A package for quantitative research in scient…
★ 676 ⑂ 176 R
147 r-lib
r-lib/roxygen2 Generate R package documentation from inline R comments
★ 665 ⑂ 241 R
156 r-spatial
r-spatial/stars Spatiotemporal Arrays, Raster and Vector Data Cubes
★ 610 ⑂ 97 R
157 JaseZiv
JaseZiv/worldfootballR A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
★ 599 ⑂ 92 R
158 easystats
easystats/bayestestR :ghost: Utilities for analyzing Bayesian models and posterior distributions
★ 599 ⑂ 63 R
159 r-lib
r-lib/rlang Low-level API for programming with R
★ 593 ⑂ 155 R
163 benjjneb
benjjneb/dada2 Accurate sample inference from amplicon data with single nucleotide resolution
★ 562 ⑂ 178 R
164 MRCIEU
MRCIEU/TwoSampleMR R package for performing 2-sample MR using IEU OpenGWAS database
★ 562 ⑂ 191 R
165 nflverse
nflverse/nflfastR A Set of Functions to Efficiently Scrape NFL Play by Play Data
★ 557 ⑂ 73 R
166 omnideconv
omnideconv/immunedeconv A unified interface to immune deconvolution methods (CIBERSORT, EPIC, quanTIseq, TIMER, xCell, MCPc…
★ 557 ⑂ 103 R
167 vegandevs
vegandevs/vegan R package for community ecologists: popular ordination methods, ecological null models & diversity …
★ 551 ⑂ 113 R
169 sinhrks
sinhrks/ggfortify Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
★ 541 ⑂ 67 R
170 cynkra
cynkra/dm Working with relational data models in R
★ 529 ⑂ 54 R
171 mca91
mca91/EconometricsWithR 📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & W…
★ 529 ⑂ 305 R
173 yrosseel
yrosseel/lavaan an R package for structural equation modeling and more
★ 516 ⑂ 124 R
180 thelovelab
thelovelab/DESeq2 Differential expression of RNA-seq data using the Negative Binomial
★ 490 ⑂ 116 R
186 easystats
easystats/insight :crystal_ball: Easy access to model information for various model objects
★ 443 ⑂ 46 R
188 r-lib
r-lib/here A simpler way to find your files
★ 437 ⑂ 45 R
190 BillPetti
BillPetti/baseballr A package written for R focused on baseball analysis. Currently in development.
★ 433 ⑂ 110 R
195 bcallaway11
bcallaway11/did Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did
★ 425 ⑂ 133 R
201 kabacoff
kabacoff/RiA2 Source code for R in Action, Second Edition
★ 403 ⑂ 342 R
203 EasyD
EasyD/IntroToDataScience GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
★ 348 ⑂ 406 R
207 jennybc
jennybc/gapminder Excerpt from the Gapminder data, as an R data package and in plain text delimited form
★ 304 ⑂ 669 R
210 PecanProject
PecanProject/pecan The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
★ 253 ⑂ 332 R
213 rstudio
rstudio/Intro Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly …
★ 238 ⑂ 310 R
215 youngwoos
youngwoos/Doit_R <Do it! 쉽게 배우는 R 데이터 분석> 저장소
★ 217 ⑂ 423 R
216 kjhealy
kjhealy/socviz Support files for a data visualization course and book
★ 201 ⑂ 535 R
219 epigen
epigen/MrBiomics MrBiomics: Composable modules and recipes automate bioinformatics for multi-omics analyses
★ 177 ⑂ 3 R
221 Ryo-N7
Ryo-N7/soccer_ggplots Soccer/football analytics blog posts & data viz from the World Cup, Premier League, Copa America, a…
★ 172 ⑂ 25 R
224 abhiamishra
abhiamishra/ggshakeR An analysis and visualization R package that works with publicly available soccer data
★ 119 ⑂ 15 R
225 ceefluz
ceefluz/radar An interactive tool for rapid analysis of diagnostic and antimicrobial pattern in R using Shiny
★ 111 ⑂ 102 R
226 STATWORX
STATWORX/blog Collection of the codes which are used on our blog at https://www.statworx.com/de/blog/
★ 108 ⑂ 436 R
228 gdkrmr
gdkrmr/dimRed A Framework for Dimensionality Reduction in R
★ 73 ⑂ 15 R
232 haniffalab
haniffalab/FCA_liver All software used for “Decoding human fetal liver haematopoiesis” (Popescu, Botting, Stephenson et …
★ 39 ⑂ 15 R
235 yeyixuan
yeyixuan/UKBCaseFinder A tool for identifying patients in UK biobank given the definition of disease phenotypes (icd10, ic…
★ 28 ⑂ 5 R
239 now-i-know-my-abcd
now-i-know-my-abcd/docs Static site to host Now I Know My ABCD data use & code tutorials for the ABCD Study, as well as an …
★ 21 ⑂ 0 R
255 INFO-201
INFO-201/m10-apis Module 10: Introduction to Application Programming Interfaces
★ 3 ⑂ 534 R
260 derekdvleung
derekdvleung/thermodynamics A repository for the short communication "Application of thermodynamic modelling (activity diagrams…
★ 1 ⑂ 0 R
263 Lukee563
Lukee563/Boycott-Experiment Lab experiment: 57–62pp treatment effects of injunctive norms on ethical purchasing - LEEPS Lab, UC…
★ 1 ⑂ 0 R