Trending R Projects

This page lists the top trending R projects based on the growth of GitHub stars.
It is updated once every day. The last update was on 4 Dec 2023.
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Top 50 Trending R Projects

  • clusterProfiler

    :bar_chart: A universal enrichment tool for interpreting omics data

  • lidR

    Airborne LiDAR data manipulation and visualisation for forestry application

  • tidyverse

    Easily install and load packages from the tidyverse

  • styler

    Non-invasive pretty printing of R code

  • ggtree

    :christmas_tree:Visualization and annotation of phylogenetic trees

  • swirl

    :cyclone: Learn R, in R.

  • tmap

    R package for thematic maps

  • seurat

    R toolkit for single cell genomics

  • tibble

    A modern re-imagining of the data frame

  • stringr

    A fresh approach to string manipulation in R

  • ggthemr

    Themes for ggplot2.

  • timetk

    Time series analysis in the `tidyverse`

  • pointblank

    Data quality assessment and metadata reporting for data frames and database tables

  • quanteda

    An R package for the Quantitative Analysis of Textual Data

  • sf

    Simple Features for R

  • targets

    Function-oriented Make-like declarative workflows for R

  • languageserver

    An implementation of the Language Server Protocol for R

  • easystats

    :milky_way: The R easystats-project

  • glue

    Glue strings to data in R. Small, fast, dependency free interpreted string literals. (by tidyverse)

  • tinytex

    A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live

  • forcats

    🐈🐈🐈🐈: tools for working with categorical variables (factors)

  • tidyquant

    Bringing financial analysis to the tidyverse

  • pkgdown

    Generate static html documentation for an R package

  • UpSetR

    An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..

  • ggplot2

    An implementation of the Grammar of Graphics in R

  • purrr

    A functional programming toolkit for R

  • reticulate

    R Interface to Python

  • tidyr

    Tidy Messy Data

  • mlr3

    mlr3: Machine Learning in R - next generation

  • data.table

    R's data.table package extends data.frame:

  • 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.

  • renv

    renv: Project environments for R.

  • lintr

    Static Code Analysis for R

  • readr

    Read flat files (csv, tsv, fwf) into R (by tidyverse)

  • report

    :scroll: :tada: Automated reporting of objects in R

  • blogdown

    Create Blogs and Websites with R Markdown

  • reprex

    Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

  • renjin

    JVM-based interpreter for the R language for the statistical analysis.

  • rmarkdown

    Dynamic Documents for R

  • esquisse

    RStudio add-in to make plots interactively with ggplot2

  • dplyr

    dplyr: A grammar of data manipulation

  • rstan

    RStan, the R interface to Stan

  • tabulizer

    Bindings for Tabula PDF Table Extractor Library

  • recipes

    Pipeable steps for feature engineering and data preprocessing to prepare for modeling (by tidymodels)

  • dtplyr

    Data table backend for dplyr

  • DrWhy

    DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

  • keras

    R Interface to Keras (by rstudio)

  • magrittr

    Improve the readability of R code with the pipe

  • rvest

    Simple web scraping for R

  • workflowr

    Organize your project into a research website

ABOUT: The growth percentage is calculated as the increase in the number of stars compared to the previous month. We list only projects that have at least 500 stars and a GitHub organization logo set.

Index

What are some of the trending open-source R projects? This list will help you:

Project Growth
1 clusterProfiler 2.6%
2 lidR 2.1%
3 tidyverse 1.8%
4 styler 1.4%
5 ggtree 1.3%
6 swirl 1.3%
7 tmap 1.3%
8 seurat 1.2%
9 tibble 1.1%
10 stringr 1.1%
11 ggthemr 1.0%
12 timetk 1.0%
13 pointblank 1.0%
14 quanteda 1.0%
15 sf 1.0%
16 targets 1.0%
17 languageserver 1.0%
18 easystats 0.9%
19 glue 0.9%
20 tinytex 0.8%
21 forcats 0.8%
22 tidyquant 0.7%
23 pkgdown 0.7%
24 UpSetR 0.7%
25 ggplot2 0.7%
26 purrr 0.7%
27 reticulate 0.6%
28 tidyr 0.6%
29 mlr3 0.6%
30 data.table 0.6%
31 rnaseq_tutorial 0.5%
32 renv 0.5%
33 lintr 0.5%
34 readr 0.5%
35 report 0.5%
36 blogdown 0.4%
37 reprex 0.4%
38 renjin 0.4%
39 rmarkdown 0.4%
40 esquisse 0.4%
41 dplyr 0.3%
42 rstan 0.2%
43 tabulizer 0.2%
44 recipes 0.2%
45 dtplyr 0.2%
46 DrWhy 0.2%
47 keras 0.1%
48 magrittr 0.1%
49 rvest 0.1%
50 workflowr 0.0%