Top R Repositories

Explore the most popular R projects on GitHub. Find high-quality code examples and learn from the community.

100 repositories182,941 total stars
#RepositoryLanguageStarsForks
#1
tidyverse/ggplot2
An implementation of the Grammar of Graphics in R
R
6,631
2,073
#2
cxli233/FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
R
6,617
262
#3
qinwf/awesome-R
A curated list of awesome R packages, frameworks and software.
R
6,110
1,504
#4
rstudio/shiny
Easy interactive web applications with R
R
5,442
1,872
#5
tidyverse/dplyr
dplyr: A grammar of data manipulation
R
4,835
2,127
#6
hadley/r4ds
R for data science: a book
R
4,701
4,259
#7
swirldev/swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
R
4,384
7,242
#8
rmcelreath/stat_rethinking_2022
Statistical Rethinking course winter 2022
R
4,110
442
#9
Rdatatable/data.table
R's data.table package extends data.frame:
R
3,695
1,003
#10
johnmyleswhite/ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
R
3,678
2,220
#11
briatte/awesome-network-analysis
A curated list of awesome network analysis resources.
R
3,664
617
#12
twitter/AnomalyDetection
Anomaly Detection with R
R
3,590
777
#13
rstudio/rmarkdown
Dynamic Documents for R
R
2,917
982
#14
plotly/plotly.R
An interactive graphing library for R
R
2,602
631
#15
thomasp85/patchwork
The Composer of ggplots
R
2,516
162
#16
r-lib/devtools
Tools to make an R developer's life easier
R
2,432
761
#17
yihui/knitr
A general-purpose tool for dynamic report generation in R
R
2,418
879
#18
satijalab/seurat
R toolkit for single cell genomics
R
2,388
932
#19
rmcelreath/stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
R
2,249
254
#20
rmcelreath/rethinking
Statistical Rethinking course and book package
R
2,221
607
#21
tylermorganwall/rayshader
R Package for 2D and 3D mapping and data visualization
R
2,095
214
#22
IndrajeetPatil/ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
R
2,079
188
#23
rstudio/gt
Easily generate information-rich, publication-quality tables from R
R
2,078
212
#24
genomicsclass/labs
Rmd source files for the HarvardX series PH525x
R
2,036
1,954
#25
ujjwalkarn/DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
R
2,031
890
#26
toddwschneider/nyc-taxi-data
Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database
R
2,014
566
#27
karthik/wesanderson
A Wes Anderson color palette for R
R
1,990
147
#28
thomasp85/gganimate
A Grammar of Animated Graphics
R
1,963
311
#29
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.).
R
1,879
334
#30
dreamRs/esquisse
RStudio add-in to make plots interactively with ggplot2
R
1,799
233
#31
rstudio/blogdown
Create Blogs and Websites with R Markdown
R
1,758
334
#32
zonination/investing
Investing Returns on the Market as a Whole
R
1,738
110
#33
google/CausalImpact
An R package for causal inference in time series
R
1,732
258
#34
rich-iannone/DiagrammeR
Graph and network visualization using tabular data in R
R
1,703
246
#35
tidyverse/tidyverse
Easily install and load packages from the tidyverse
R
1,701
294
#36
rstudio/reticulate
R Interface to Python
R
1,691
334
#37
mlr-org/mlr
Machine Learning in R
R
1,656
404
#38
geocompx/geocompr
Geocomputation with R: an open source book
R
1,636
594
#39
topepo/caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
R
1,635
629
#40
hadley/stats337
Readings in applied data science
R
1,617
229
#41
bbc/bbplot
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
R
1,578
269
#42
EmilHvitfeldt/r-color-palettes
Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜
R
1,560
140
#43
fossasia/tofsims
None
R
1,497
6
#44
tidyverse/rvest
Simple web scraping for R
R
1,495
344
#45
tidymodels/broom
Convert statistical analysis objects from R into tidy format
R
1,474
303
#46
rmcelreath/stat_rethinking_2024
None
R
1,466
148
#47
rstudio/plumber
Turn your R code into a web API.
R
1,416
261
#48
sfirke/janitor
simple tools for data cleaning in R
R
1,406
130
#49
tidyverse/tidyr
Tidy Messy Data
R
1,392
417
#50
r-spatial/sf
Simple Features for R
R
1,370
298
#51
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.
R
1,360
617
#52
jokergoo/ComplexHeatmap
Make Complex Heatmaps
R
1,353
231
#53
ropensci/drake
An R-focused pipeline toolkit for reproducibility and high-performance computing
R
1,344
129
#54
hadley/mastering-shiny
Mastering Shiny: a book
R
1,344
566
#55
rstudio/tensorflow
TensorFlow for R
R
1,332
321
#56
jrnold/ggthemes
Additional themes, scales, and geoms for ggplot2
R
1,329
225
#57
tidyverse/purrr
A functional programming toolkit for R
R
1,308
277
#58
paul-buerkner/brms
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
R
1,305
193
#59
hrbrmstr/hrbrthemes
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
R
1,255
95
#60
mitchelloharawild/vitae
R Markdown Résumés and CVs
R
1,238
241
#61
slowkow/ggrepel
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
R
1,229
95
#62
r-lib/lintr
Static Code Analysis for R
R
1,224
185
#63
daattali/advanced-shiny
🤹 Shiny tips & tricks for improving your apps and solving common problems
R
1,207
387
#64
juliasilge/tidytext
Text mining using tidy tools :sparkles::page_facing_up::sparkles:
R
1,185
181
#65
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.
R
1,174
318
#66
kassambara/ggpubr
'ggplot2' Based Publication Ready Plots
R
1,158
165
#67
swirldev/swirl
:cyclone: Learn R, in R.
R
1,153
599
#68
andrewgbruce/statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
R
1,153
654
#69
BlakeRMills/MetBrewer
Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
R
1,141
84
#70
robjhyndman/forecast
Forecasting Functions for Time Series and Linear Models
R
1,137
340
#71
easystats/easystats
:milky_way: The R easystats-project
R
1,117
81
#72
ddsjoberg/gtsummary
Presentation-Ready Data Summary and Analytic Result Tables
R
1,088
129
#73
thomasp85/ggraph
Grammar of Graph Graphics
R
1,087
114
#74
YuLab-SMU/clusterProfiler
:bar_chart: A universal enrichment tool for interpreting omics data
R
1,065
258
#75
easystats/performance
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
R
1,056
96
#76
stan-dev/rstan
RStan, the R interface to Stan
R
1,051
267
#77
rstudio/renv
renv: Project environments for R.
R
1,045
154
#78
matloff/fasteR
Fast Lane to Learning R!
R
1,035
165
#79
tidyverse/readr
Read flat files (csv, tsv, fwf) into R
R
1,013
286
#80
rstudio/tinytex
A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
R
1,011
116
#81
r-lib/httr
httr: a friendly http package for R
R
989
1,978
#82
jokergoo/circlize
Circular visualization in R
R
984
148
#83
futureverse/future
:rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone
R
972
87
#84
mlr-org/mlr3
mlr3: Machine Learning in R - next generation
R
972
85
#85
ropensci/targets
Function-oriented Make-like declarative workflows for R
R
971
73
#86
tidyverse/magrittr
Improve the readability of R code with the pipe
R
961
158
#87
EmilHvitfeldt/paletteer
🎨🎨🎨 Collection of most color palettes in a single R package
R
960
47
#88
sparklyr/sparklyr
R interface for Apache Spark
R
959
308
#89
rstudio/pointblank
Data quality assessment and metadata reporting for data frames and database tables
R
934
58
#90
allisonhorst/palmerpenguins
A great intro dataset for data exploration & visualization (alternative to iris).
R
930
223
#91
MichelNivard/gptstudio
GPT RStudio addins that enable GPT assisted coding, writing & analysis
R
924
113
#92
thomasp85/ggforce
Accelerating ggplot2
R
924
106
#93
cutterkom/generativeart
Create Generative Art with R
R
922
162
#94
TheAlgorithms/R
Collection of various algorithms implemented in R.
R
921
307
#95
ThinkR-open/golem
A Framework for Building Robust Shiny Apps
R
921
131
#96
rstudio/pagedown
Paginate the HTML Output of R Markdown with CSS for Print
R
909
126
#97
johnmyleswhite/BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
R
904
266
#98
easystats/see
:art: Visualisation toolbox for beautiful and publication-ready figures
R
902
42
#99
r-lib/testthat
An R 📦 to make testing 😀
R
900
323
#100
Mikata-Project/ggthemr
Themes for ggplot2.
R
900
108

Quick Stats

Average Stars
1,829
Average Forks
528
Total Repositories
100