R repositories
The top 500 R repositories, ranked by stars
Last updated
| Rank | Repository | Stars |
|---|---|---|
| 1 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 7,200 |
| 2 | An implementation of the Grammar of Graphics in R | 7,025 |
| 3 | A curated list of awesome R packages, frameworks and software. | 6,540 |
| 4 | Easy interactive web applications with R | 5,705 |
| 5 | R for data science: a book | 5,198 |
| 6 | dplyr: A grammar of data manipulation | 5,081 |
| 7 | A collection of interactive courses for the swirl R package. | 4,624 |
| 8 | A curated list of awesome network analysis resources. | 4,147 |
| 9 | Statistical Rethinking course winter 2022 | 4,107 |
| 10 | R's data.table package extends data.frame: | 3,926 |
| 11 | Code accompanying the book "Machine Learning for Hackers" | 3,732 |
| 12 | Anomaly Detection with R | 3,605 |
| 13 | Dynamic Documents for R | 3,070 |
| 14 | R toolkit for single cell genomics | 2,815 |
| 15 | An interactive graphing library for R | 2,683 |
| 16 | The Composer of ggplots | 2,618 |
| 17 | Tools to make an R developer's life easier | 2,526 |
| 18 | A general-purpose tool for dynamic report generation in R | 2,470 |
| 19 | Statistical Rethinking course and book package | 2,431 |
| 20 | Statistical Rethinking Course for Jan-Mar 2023 | 2,387 |
| 21 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2,207 |
| 22 | R Package for 2D and 3D mapping and data visualization | 2,187 |
| 23 | Rmd source files for the HarvardX series PH525x | 2,182 |
| 24 | A Wes Anderson color palette for R | 2,168 |
| 25 | Easily generate information-rich, publication-quality tables from R | 2,162 |
| 26 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2,154 |
| 27 | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 2,085 |
| 28 | A Grammar of Animated Graphics | 1,984 |
| 29 | 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... | 1,895 |
| 30 | RStudio add-in to make plots interactively with ggplot2 | 1,866 |
| 31 | An R package for causal inference in time series | 1,865 |
| 32 | 1,836 | |
| 33 | Easily install and load packages from the tidyverse | 1,811 |
| 34 | Geocomputation with R: an open source book | 1,797 |
| 35 | Create Blogs and Websites with R Markdown | 1,793 |
| 36 | R Interface to Python | 1,766 |
| 37 | Graph and network visualization using tabular data in R | 1,750 |
| 38 | Investing Returns on the Market as a Whole | 1,743 |
| 39 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 1,728 |
| 40 | 🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny | 1,695 |
| 41 | Machine Learning in R | 1,686 |
| 42 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 1,666 |
| 43 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 1,644 |
| 44 | Readings in applied data science | 1,609 |
| 45 | Make Complex Heatmaps | 1,561 |
| 46 | Convert statistical analysis objects from R into tidy format | 1,527 |
| 47 | Simple web scraping for R | 1,526 |
| 48 | 1,487 | |
| 49 | simple tools for data cleaning in R | 1,462 |
| 50 | Simple Features for R | 1,455 |
