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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 6198 | 2025 | R | 195 | An implementation of the Grammar of Graphics in R | 2024-01-19T15:44:29Z |
| 2 | awesome-R | 5671 | 1511 | R | 2 | A curated list of awesome R packages, frameworks and software. | 2023-12-20T12:42:18Z |
| 3 | shiny | 5174 | 1818 | R | 755 | Easy interactive web applications with R | 2024-01-19T20:20:15Z |
| 4 | dplyr | 4610 | 2131 | R | 51 | dplyr: A grammar of data manipulation | 2023-12-07T21:23:52Z |
| 5 | r4ds | 4241 | 4075 | R | 20 | R for data science: a book | 2024-01-19T20:46:00Z |
| 6 | swirl_courses | 4173 | 7250 | R | 135 | 🎓 A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 7 | FriendsDontLetFriends | 4146 | 111 | R | 1 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 2024-01-20T14:56:48Z |
| 8 | stat_rethinking_2022 | 4102 | 439 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | ML_for_Hackers | 3648 | 2244 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 10 | AnomalyDetection | 3527 | 782 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 11 | data.table | 3436 | 977 | R | 1003 | R's data.table package extends data.frame: | 2024-01-19T20:39:50Z |
| 12 | awesome-network-analysis | 3267 | 602 | R | 7 | A curated list of awesome network analysis resources. | 2023-10-14T04:00:40Z |
| 13 | rmarkdown | 2759 | 975 | R | 231 | Dynamic Documents for R | 2024-01-18T09:23:59Z |
| 14 | plotly.R | 2466 | 627 | R | 642 | An interactive graphing library for R | 2024-01-18T03:12:52Z |
| 15 | devtools | 2340 | 759 | R | 22 | Tools to make an R developer's life easier | 2024-01-17T17:11:16Z |
| 16 | patchwork | 2339 | 159 | R | 27 | The Composer of ggplots | 2024-01-09T15:21:44Z |
| 17 | knitr | 2327 | 878 | R | 113 | A general-purpose tool for dynamic report generation in R | 2023-12-30T00:18:18Z |
| 18 | stat_rethinking_2023 | 2062 | 237 | R | 11 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 19 | rethinking | 2029 | 585 | R | 192 | Statistical Rethinking course and book package | 2023-11-24T07:50:43Z |
| 20 | seurat | 2025 | 863 | R | 281 | R toolkit for single cell genomics | 2024-01-19T21:35:46Z |
| 21 | rayshader | 1966 | 211 | R | 22 | R Package for 2D and 3D mapping and data visualization | 2024-01-12T02:44:07Z |
| 22 | DataScienceR | 1955 | 893 | R | 1 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 23 | nyc-taxi-data | 1950 | 573 | R | 0 | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 2023-02-10T12:10:47Z |
| 24 | gganimate | 1915 | 309 | R | 65 | A Grammar of Animated Graphics | 2023-12-02T15:37:53Z |
| 25 | labs | 1910 | 1925 | R | 17 | Rmd source files for the HarvardX series PH525x | 2023-12-01T15:59:19Z |
| 26 | benchm-ml | 1863 | 340 | R | 10 | 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.). | 2022-09-16T14:01:14Z |
| 27 | ggstatsplot | 1860 | 184 | R | 60 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2024-01-14T14:58:37Z |
| 28 | gt | 1826 | 199 | R | 276 | Easily generate information-rich, publication-quality tables from R | 2024-01-19T23:01:02Z |
| 29 | wesanderson | 1819 | 140 | R | 11 | A Wes Anderson color palette for R | 2023-10-31T16:22:04Z |
| 30 | investing | 1736 | 113 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 31 | esquisse | 1706 | 221 | R | 63 | RStudio add-in to make plots interactively with ggplot2 | 2024-01-10T15:19:55Z |
| 32 | blogdown | 1684 | 340 | R | 23 | Create Blogs and Websites with R Markdown | 2024-01-18T18:32:15Z |
| 33 | DiagrammeR | 1659 | 248 | R | 159 | Graph and network visualization using tabular data in R | 2024-01-12T21:23:05Z |
| 34 | CausalImpact | 1626 | 259 | R | 24 | An R package for causal inference in time series | 2023-07-17T18:19:58Z |
| 35 | mlr | 1619 | 407 | R | 8 | Machine Learning in R | 2023-12-04T17:10:03Z |
| 36 | stats337 | 1618 | 232 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 37 | reticulate | 1600 | 365 | R | 434 | R Interface to Python | 2024-01-13T00:49:37Z |
| 38 | caret | 1579 | 633 | R | 165 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2023-10-02T22:36:47Z |
| 39 | tidyverse | 1563 | 281 | R | 2 | Easily install and load packages from the tidyverse | 2023-12-12T13:45:13Z |
| 40 | bbplot | 1509 | 255 | R | 12 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 2021-07-02T16:44:39Z |
| 41 | tofsims | 1498 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 42 | rvest | 1435 | 338 | R | 19 | Simple web scraping for R | 2023-10-31T18:16:37Z |
| 43 | geocompr | 1428 | 578 | R | 8 | Geocomputation with R: an open source book | 2024-01-19T07:54:39Z |
| 44 | broom | 1397 | 295 | R | 4 | Convert statistical analysis objects from R into tidy format | 2023-12-15T15:55:10Z |
| 45 | r-color-palettes | 1364 | 133 | R | 24 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2023-10-10T02:17:38Z |
| 46 | plumber | 1351 | 253 | R | 129 | Turn your R code into a web API. | 2023-12-10T00:57:45Z |
| 47 | drake | 1330 | 132 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2023-11-06T14:25:50Z |
| 48 | janitor | 1315 | 133 | R | 30 | simple tools for data cleaning in R | 2024-01-18T16:21:41Z |
| 49 | tensorflow | 1313 | 325 | R | 40 | TensorFlow for R | 2023-09-29T14:47:04Z |
| 50 | tidyr | 1310 | 411 | R | 45 | Tidy Messy Data | 2023-11-04T22:55:41Z |
| 51 | rnaseq_tutorial | 1299 | 618 | R | 5 | 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. | 2023-05-31T18:45:10Z |
| 52 | ggthemes | 1276 | 233 | R | 14 | Additional themes, scales, and geoms for ggplot2 | 2024-01-17T14:45:53Z |
| 53 | mastering-shiny | 1270 | 562 | R | 52 | Mastering Shiny: a book | 2023-12-30T18:51:35Z |
| 54 | sf | 1234 | 287 | R | 36 | Simple Features for R | 2024-01-20T11:28:01Z |
| 55 | purrr | 1209 | 260 | R | 23 | A functional programming toolkit for R | 2023-11-22T13:52:54Z |
| 56 | brms | 1199 | 177 | R | 133 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2024-01-18T18:05:09Z |
| 57 | ComplexHeatmap | 1188 | 221 | R | 142 | Make Complex Heatmaps | 2024-01-18T01:49:05Z |
| 58 | hrbrthemes | 1173 | 93 | R | 26 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2022-09-04T10:46:38Z |
| 59 | advanced-shiny | 1167 | 387 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 60 | ggrepel | 1165 | 91 | R | 30 | 📍 Repel overlapping text labels away from each other in your ggplot2 figures. | 2024-01-18T20:08:42Z |
| 61 | tidytext | 1151 | 189 | R | 9 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2023-09-05T23:20:58Z |
| 62 | vitae | 1147 | 223 | R | 30 | R Markdown Résumés and CVs | 2023-11-30T02:30:13Z |
| 63 | lintr | 1130 | 183 | R | 253 | Static Code Analysis for R | 2024-01-14T14:55:07Z |
| 64 | swirl | 1089 | 599 | R | 286 | 🌀 Learn R, in R. | 2023-10-27T18:00:31Z |
| 65 | forecast | 1078 | 339 | R | 13 | forecast package for R | 2024-01-08T07:44:00Z |
| 66 | r-source | 1075 | 302 | R | 0 | Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. | 2024-01-20T08:31:45Z |
| 67 | ggpubr | 1064 | 162 | R | 208 | 'ggplot2' Based Publication Ready Plots | 2023-08-24T09:40:01Z |
| 68 | statistics-for-data-scientists | 1064 | 645 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 69 | ggraph | 1021 | 109 | R | 32 | Grammar of Graph Graphics | 2024-01-19T19:30:16Z |
| 70 | MetBrewer | 1004 | 74 | R | 4 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 2023-09-30T14:24:56Z |
| 71 | easystats | 986 | 72 | R | 39 | 🌌 The R easystats-project | 2024-01-01T08:09:07Z |
| 72 | rstan | 983 | 269 | R | 321 | RStan, the R interface to Stan | 2024-01-19T16:51:40Z |
| 73 | readr | 980 | 298 | R | 67 | Read flat files (csv, tsv, fwf) into R | 2024-01-10T23:37:44Z |
| 74 | httr | 979 | 2001 | R | 1 | httr: a friendly http package for R | 2023-10-31T20:49:27Z |
| 75 | magrittr | 951 | 157 | R | 20 | Improve the readability of R code with the pipe | 2023-03-08T13:37:44Z |
| 76 | renv | 938 | 149 | R | 86 | renv: Project environments for R. | 2024-01-18T19:04:49Z |
| 77 | future | 922 | 82 | R | 102 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2024-01-19T23:26:47Z |
| 78 | sparklyr | 920 | 306 | R | 317 | R interface for Apache Spark | 2024-01-18T22:40:16Z |
| 79 | performance | 918 | 86 | R | 104 | 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2024-01-19T21:58:56Z |
| 80 | circlize | 916 | 140 | R | 45 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 81 | tinytex | 906 | 114 | R | 21 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2023-12-29T22:23:12Z |
| 82 | clusterProfiler | 901 | 240 | R | 276 | 📊 A universal enrichment tool for interpreting omics data | 2024-01-10T07:08:51Z |
| 83 | gtsummary | 897 | 98 | R | 26 | Presentation-Ready Data Summary and Analytic Result Tables | 2024-01-13T04:08:09Z |
| 84 | BanditsBook | 882 | 303 | R | 5 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |
| 85 | datapasta | 881 | 58 | R | 27 | On top of spaghetti, all covered in cheese.... | 2022-04-29T11:08:13Z |
| 86 | generativeart | 880 | 153 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 87 | ggforce | 879 | 105 | R | 47 | Accelerating ggplot2 | 2024-01-19T15:32:29Z |
| 88 | ggthemr | 867 | 105 | R | 7 | Themes for ggplot2. | 2022-05-07T19:44:21Z |
| 89 | golem | 863 | 128 | R | 75 | A Framework for Building Robust Shiny Apps | 2023-12-01T11:35:47Z |
| 90 | testthat | 859 | 315 | R | 72 | An R 📦 to make testing 😀 | 2024-01-15T13:44:09Z |
| 91 | pagedown | 857 | 133 | R | 78 | Paginate the HTML Output of R Markdown with CSS for Print | 2023-12-29T22:36:29Z |
| 92 | rappor | 853 | 210 | R | 26 | RAPPOR: Privacy-Preserving Reporting Algorithms | 2022-07-14T06:30:15Z |
| 93 | mlr3 | 847 | 83 | R | 67 | mlr3: Machine Learning in R - next generation | 2024-01-17T11:36:30Z |
| 94 | slidify | 846 | 345 | R | 174 | Generate reproducible html5 slides from R markdown | 2016-08-02T03:54:45Z |
| 95 | fasteR | 842 | 138 | R | 6 | Fast Lane to Learning R! | 2023-12-05T07:00:33Z |
| 96 | text2vec | 835 | 136 | R | 23 | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 2023-11-13T02:25:09Z |
| 97 | targets | 834 | 65 | R | 0 | Function-oriented Make-like declarative workflows for R | 2024-01-16T16:25:04Z |
| 98 | tidyquant | 823 | 173 | R | 78 | Bringing financial analysis to the tidyverse | 2024-01-04T19:32:17Z |
| 99 | gptstudio | 818 | 92 | R | 8 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2024-01-16T17:48:20Z |
| 100 | palmerpenguins | 818 | 197 | R | 12 | A great intro dataset for data exploration & visualization (alternative to iris). | 2022-10-14T06:24:25Z |