1.qinwf / awesome-R
A curated list of awesome R packages, frameworks and software.
+31 stars
from 6,507 · score 3.47
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
74 repositories by Attention Score · Oct 5, 2026 – Nov 3, 2026 (UTC)
2.tidyverse / ggplot2
An implementation of the Grammar of Graphics in R
- r
- visualisation
- data-visualisation
+25 stars
from 7,000 · score 3.26
+25 stars
from 5,169 · score 3.26
4.posit-dev / skills
A collection of Claude Skills from Posit
+25 stars
from 527 · score 3.26
5.briatte / awesome-network-analysis
A curated list of awesome network analysis resources.
- network-analysis
- network-visualization
- complex-networks
- political-networks
- semantic-networks
- graph-theory
- +9 more
+24 stars
from 4,119 · score 3.22
6.rstudio / shiny
Easy interactive web applications with R
- r
- rstudio
- shiny
- reactive
- web-app
- web-development
+13 stars
from 5,693 · score 2.64
+10 stars
from 5,069 · score 2.40
8.rstudio / tinytex
A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
- latex
- texlive
- r-package
+10 stars
from 1,168 · score 2.40
+8 stars
from 982 · score 2.20
+7 stars
from 1,802 · score 2.08
11.rich-iannone / DiagrammeR
Graph and network visualization using tabular data in R
- r
- network-graph
- graph
- visualization
- property-graph
- graph-functions
+7 stars
from 1,744 · score 2.08
+6 stars
from 425 · score 1.95
+5 stars
from 3,921 · score 1.79
+5 stars
from 2,520 · score 1.79
15.tylermorganwall / rayshader
R Package for 2D and 3D mapping and data visualization
+5 stars
from 2,181 · score 1.79
16.EmilHvitfeldt / r-color-palettes
Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜
- rstats
- palette
- palettes
- palette-generation
- color
- color-palette
- +1 more
+5 stars
from 1,721 · score 1.79
17.rstudio / plumber
Turn your R code into a web API.
+5 stars
from 1,437 · score 1.79
18.quanteda / quanteda
An R package for the Quantitative Analysis of Textual Data
- r
- text-analytics
- natural-language-processing
- corpus
- quanteda
+5 stars
from 890 · score 1.79
19.chris-mcginnis-ucsf / DoubletFinder
R package for detecting doublets in single-cell RNA sequencing data
+5 stars
from 569 · score 1.79
20.ipea / gtfstools
General Transit Feed Specification (GTFS) Editing and Analysing Tools
- r
- gtfs
- public-transport
- publictransport
+5 stars
from 50 · score 1.79
21.johnmyleswhite / ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
+4 stars
from 3,727 · score 1.61
22.yihui / knitr
A general-purpose tool for dynamic report generation in R
- knitr
- r
- literate-programming
- sweave
- rmarkdown
- dynamic-documents
- +1 more
+4 stars
from 2,466 · score 1.61
23.IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
- ggplot-extension
- dataviz
- r
- statistical-analysis
- datascience
- bayes-factors
- +4 more
+4 stars
from 2,204 · score 1.61
24.google / CausalImpact
An R package for causal inference in time series
+4 stars
from 1,861 · score 1.61
+4 stars
from 1,441 · score 1.61
+4 stars
from 1,296 · score 1.61
+3 stars
from 2,615 · score 1.39
+3 stars
from 1,763 · score 1.39
29.hrbrmstr / hrbrthemes
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
- r
- rstats
- ggplot2
- datavisualization
- visualization
- data-visualization
- +3 more
+3 stars
from 1,354 · score 1.39
30.slowkow / ggrepel
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
- ggplot2
- cran
- visualization
- text
- rstats
+3 stars
from 1,260 · score 1.39
+3 stars
from 1,219 · score 1.39
+3 stars
from 1,163 · score 1.39
33.mlr-org / mlr3
mlr3: Machine Learning in R - next generation
- machine-learning
- data-science
- classification
- regression
- r
- mlr3
- +1 more
+3 stars
from 1,080 · score 1.39
+3 stars
from 953 · score 1.39
+3 stars
from 871 · score 1.39
36.r-lib / roxygen2
Generate R package documentation from inline R comments
+3 stars
from 662 · score 1.39
+3 stars
from 573 · score 1.39
38.r-dbi / DBI
A database interface (DBI) definition for communication between R and RDBMSs
+3 stars
from 322 · score 1.39
39.kharchenkolab / numbat
Haplotype-aware CNV analysis from single-cell RNA-seq, ATAC-seq, and multiome
- cancer-genomics
- cnv-detection
- single-cell
- phylogeny
- single-cell-analysis
- single-cell-rna-seq
- +4 more
+3 stars
from 230 · score 1.39
+3 stars
from 227 · score 1.39
41.ipea / gtfs2emis
R package to estimate public transport emissions based on GTFS data
- emissions
- environmental-modelling
- gtfs
- public-transport
- r
- rspatial
- +1 more
+3 stars
from 35 · score 1.39
42.plotly / plotly.R
An interactive graphing library for R
- r
- ggplot2
- javascript
- data-visualization
- d3js
- shiny
- +4 more
+2 stars
from 2,681 · score 1.10
43.rstudio / gt
Easily generate information-rich, publication-quality tables from R
+2 stars
from 2,159 · score 1.10
44.ujjwalkarn / DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
- datascience
- data-science
- r
- text-mining
+2 stars
from 2,151 · score 1.10
45.rstudio / blogdown
Create Blogs and Websites with R Markdown
- hugo
- blogdown
- rstudio
- rmarkdown
- r
- blog-engine
- +1 more
+2 stars
from 1,791 · score 1.10
+2 stars
from 1,524 · score 1.10
+2 stars
from 1,408 · score 1.10
+2 stars
from 941 · score 1.10
49.jalapic / engsoccerdata
English and European soccer results 1871-2022
- soccer
- rstats
- r
- data-science
- data-visualization
- sports-stats
- +2 more
+2 stars
from 783 · score 1.10
+2 stars
from 591 · score 1.10
+2 stars
from 490 · score 1.10
52.talgalili / heatmaply
Interactive Heat Maps for R Using plotly
- heatmap
- dendrogram
- ggplot2
- d3-heatmap
- dendextend
- cran
- +2 more
+2 stars
from 409 · score 1.10
53.walkerke / tigris
Download and use Census TIGER/Line shapefiles in R
+2 stars
from 365 · score 1.10
54.ipea / r5r
The repository host gives no description.
+2 stars
from 242 · score 1.10
55.spatstat / spatstat
Umbrella package of the 'spatstat' family................
- r
- spatial-analysis
- spatial-data
- spatstat
- spatial-data-analysis
- statistics
- +11 more
+2 stars
from 207 · score 1.10
+2 stars
from 147 · score 1.10
57.thomasp85 / gganimate
A Grammar of Animated Graphics
- rstats
- ggplot2
- animation
- transition
- data-visualization
- ggplot-extension
+1 stars
from 1,983 · score 0.69
58.mlr-org / mlr
Machine Learning in R
- machine-learning
- data-science
- tuning
- cran
- r-package
- predictive-modeling
- +14 more
+1 stars
from 1,685 · score 0.69
+1 stars
from 1,608 · score 0.69
+1 stars
from 1,340 · score 0.69
61.tidyverse / readr
Read flat files (csv, tsv, fwf) into R
+1 stars
from 1,040 · score 0.69
62.daattali / addinslist
📜 Discover and install useful RStudio addins
+1 stars
from 871 · score 0.69
63.hrbrmstr / waffle
:maple_leaf: Make waffle (square pie) charts in R
+1 stars
from 797 · score 0.69
+1 stars
from 779 · score 0.69
+1 stars
from 776 · score 0.69
66.jbkunst / highcharter
R wrapper for highcharts
- r
- highcharts
- visualization
- cran
- htmlwidgets
- wrapper
- +3 more
+1 stars
from 740 · score 0.69
+1 stars
from 705 · score 0.69
68.immunogenomics / harmony
Fast, sensitive and accurate integration of single-cell data with Harmony
+1 stars
from 673 · score 0.69
+1 stars
from 537 · score 0.69
+1 stars
from 426 · score 0.69
+1 stars
from 282 · score 0.69
+1 stars
from 243 · score 0.69
73.ropensci / webchem
Chemical Information from the Web
- rstats
- ropensci
- chemical-information
- webscraping
- cas-number
- chemspider
- +3 more
+1 stars
from 185 · score 0.69
74.USCCANA / netdiffuseR
netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks
- network-analysis
- network-visualization
- diffusion-network
- contagion
- r
+1 stars
from 92 · score 0.69