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
71 repositories by Attention Score · Oct 6, 2026 – Nov 4, 2026 (UTC)
+25 stars
from 5,169 · score 3.26
3.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
+25 stars
from 4,119 · score 3.26
4.posit-dev / skills
A collection of Claude Skills from Posit
+24 stars
from 528 · score 3.22
5.tidyverse / ggplot2
An implementation of the Grammar of Graphics in R
- r
- visualisation
- data-visualisation
+23 stars
from 7,001 · score 3.18
6.rstudio / shiny
Easy interactive web applications with R
- r
- rstudio
- shiny
- reactive
- web-app
- web-development
+12 stars
from 5,693 · score 2.56
7.rstudio / tinytex
A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
- latex
- texlive
- r-package
+11 stars
from 1,168 · score 2.48
+9 stars
from 5,069 · score 2.30
+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 1,745 · 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.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
+4 stars
from 1,219 · score 1.61
+3 stars
from 2,615 · score 1.39
28.IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
- ggplot-extension
- dataviz
- r
- statistical-analysis
- datascience
- bayes-factors
- +4 more
+3 stars
from 2,204 · score 1.39
+3 stars
from 1,763 · score 1.39
30.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
+3 stars
from 1,163 · score 1.39
32.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
35.r-lib / roxygen2
Generate R package documentation from inline R comments
+3 stars
from 662 · score 1.39
36.r-dbi / DBI
A database interface (DBI) definition for communication between R and RDBMSs
+3 stars
from 322 · score 1.39
37.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
38.rstudio / gt
Easily generate information-rich, publication-quality tables from R
+2 stars
from 2,159 · score 1.10
39.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
40.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
43.slowkow / ggrepel
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
- ggplot2
- cran
- visualization
- text
- rstats
+2 stars
from 1,261 · score 1.10
+2 stars
from 941 · score 1.10
45.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 574 · score 1.10
+2 stars
from 490 · score 1.10
49.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
50.walkerke / tigris
Download and use Census TIGER/Line shapefiles in R
+2 stars
from 365 · score 1.10
51.ipea / r5r
The repository host gives no description.
+2 stars
from 242 · score 1.10
52.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
+2 stars
from 231 · score 1.10
+2 stars
from 228 · score 1.10
54.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
56.ipea / gtfs2emis
R package to estimate public transport emissions based on GTFS data
- emissions
- environmental-modelling
- gtfs
- public-transport
- r
- rspatial
- +1 more
+2 stars
from 36 · score 1.10
57.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
60.tidyverse / readr
Read flat files (csv, tsv, fwf) into R
+1 stars
from 1,040 · score 0.69
61.daattali / addinslist
📜 Discover and install useful RStudio addins
+1 stars
from 871 · score 0.69
+1 stars
from 779 · score 0.69
+1 stars
from 776 · score 0.69
64.jbkunst / highcharter
R wrapper for highcharts
- r
- highcharts
- visualization
- cran
- htmlwidgets
- wrapper
- +3 more
+1 stars
from 740 · 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
69.ropensci / webchem
Chemical Information from the Web
- rstats
- ropensci
- chemical-information
- webscraping
- cas-number
- chemspider
- +3 more
+1 stars
from 185 · score 0.69
70.ncss-tech / soilDB
soilDB: Simplified Access to National Cooperative Soil Survey Databases
- nrcs
- usda
- soil
- soil-survey
- sql
- nasis
- +4 more
+1 stars
from 100 · score 0.69
71.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