Github-Ranking/Top100/R.md

[Github Ranking](../README.md)
==========

## Top 100 Stars in R

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [ggplot2](https://github.com/tidyverse/ggplot2) | 5477 | 1869 | R | 228 | An implementation of the Grammar of Graphics in R | 2022-06-30T18:48:29Z |
| 2 | [awesome-R](https://github.com/qinwf/awesome-R) | 5077 | 1468 | R | 0 | A curated list of awesome R packages, frameworks and software. | 2022-06-03T08:27:46Z |
| 3 | [shiny](https://github.com/rstudio/shiny) | 4712 | 1753 | R | 670 | Easy interactive web applications with R | 2022-07-01T23:02:27Z |
| 4 | [dplyr](https://github.com/tidyverse/dplyr) | 4137 | 1449 | R | 87 | dplyr: A grammar of data manipulation | 2022-07-01T18:41:01Z |
| 5 | [swirl_courses](https://github.com/swirldev/swirl_courses) | 3892 | 7126 | R | 127 | :mortar_board: A collection of interactive courses for the swirl R package. | 2022-05-18T09:00:52Z |
| 6 | [ML_for_Hackers](https://github.com/johnmyleswhite/ML_for_Hackers) | 3629 | 2262 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 7 | [r4ds](https://github.com/hadley/r4ds) | 3539 | 3669 | R | 32 | R for data science: a book | 2022-06-21T13:58:39Z |
| 8 | [stat_rethinking_2022](https://github.com/rmcelreath/stat_rethinking_2022) | 3507 | 322 | R | 7 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | [AnomalyDetection](https://github.com/twitter/AnomalyDetection) | 3450 | 760 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 10 | [data.table](https://github.com/Rdatatable/data.table) | 3049 | 932 | R | 909 | R's data.table package extends data.frame: | 2022-06-28T12:39:49Z |
| 11 | [awesome-network-analysis](https://github.com/briatte/awesome-network-analysis) | 2713 | 569 | R | 23 | A curated list of awesome network analysis resources. | 2022-05-01T09:10:04Z |
| 12 | [rmarkdown](https://github.com/rstudio/rmarkdown) | 2471 | 934 | R | 192 | Dynamic Documents for R | 2022-06-22T16:12:38Z |
| 13 | [knitr](https://github.com/yihui/knitr) | 2193 | 845 | R | 111 | A general-purpose tool for dynamic report generation in R | 2022-06-30T15:36:15Z |
| 14 | [devtools](https://github.com/r-lib/devtools) | 2192 | 740 | R | 10 | Tools to make an R developer's life easier | 2022-06-16T13:48:01Z |
| 15 | [plotly.R](https://github.com/plotly/plotly.R) | 2213 | 601 | R | 524 | An interactive graphing library for R | 2022-06-28T00:41:37Z |
| 16 | [patchwork](https://github.com/thomasp85/patchwork) | 2098 | 149 | R | 66 | The Composer of ggplots | 2021-07-14T11:09:48Z |
| 17 | [nyc-taxi-data](https://github.com/toddwschneider/nyc-taxi-data) | 1862 | 552 | R | 1 | Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database | 2022-05-07T17:35:31Z |
| 18 | [benchm-ml](https://github.com/szilard/benchm-ml) | 1839 | 337 | R | 9 | 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.). | 2019-08-19T04:22:47Z |
| 19 | [DataScienceR](https://github.com/ujjwalkarn/DataScienceR) | 1790 | 874 | R | 0 | a curated list of R tutorials for Data Science, NLP and Machine Learning  | 2022-04-29T23:59:53Z |
| 20 | [gganimate](https://github.com/thomasp85/gganimate) | 1790 | 309 | R | 80 | A Grammar of Animated Graphics | 2022-03-09T18:47:59Z |
| 21 | [investing](https://github.com/zonination/investing) | 1728 | 112 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 22 | [rethinking](https://github.com/rmcelreath/rethinking) | 1702 | 531 | R | 148 | Statistical Rethinking course and book package | 2022-05-26T09:00:36Z |
| 23 | [labs](https://github.com/genomicsclass/labs) | 1668 | 1852 | R | 16 | Rmd source files for the HarvardX series PH525x | 2022-06-22T20:44:45Z |
| 24 | [stats337](https://github.com/hadley/stats337) | 1621 | 227 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 25 | [wesanderson](https://github.com/karthik/wesanderson) | 1583 | 123 | R | 11 | A Wes Anderson color palette for R | 2022-02-08T23:04:55Z |
| 26 | [mlr](https://github.com/mlr-org/mlr) | 1575 | 406 | R | 9 | Machine Learning in R  | 2022-06-26T15:24:37Z |
| 27 | [rayshader](https://github.com/tylermorganwall/rayshader) | 1568 | 179 | R | 13 | R Package for 2D and 3D mapping and data visualization | 2022-05-12T05:41:26Z |
| 28 | [DiagrammeR](https://github.com/rich-iannone/DiagrammeR) | 1545 | 241 | R | 170 | Graph and network visualization using tabular data in R. | 2022-03-18T15:45:09Z |
| 29 | [blogdown](https://github.com/rstudio/blogdown) | 1523 | 336 | R | 38 | Create Blogs and Websites with R Markdown | 2022-06-14T21:19:37Z |
| 30 | [gt](https://github.com/rstudio/gt) | 1518 | 157 | R | 239 | Easily generate information-rich, publication-quality tables from R | 2022-07-02T20:10:45Z |
| 31 | [ggstatsplot](https://github.com/IndrajeetPatil/ggstatsplot) | 1530 | 165 | R | 39 | Enhancing `{ggplot2}` plots with statistical analysis 📊🎨📣 | 2022-05-27T10:39:08Z |
| 32 | [esquisse](https://github.com/dreamRs/esquisse) | 1498 | 202 | R | 52 | RStudio add-in to make plots interactively with ggplot2 | 2022-06-28T08:26:05Z |
| 33 | [tofsims](https://github.com/fossasia/tofsims) | 1484 | 5 | R | 0 | None | 2017-11-29T19:16:12Z |
| 34 | [caret](https://github.com/topepo/caret) | 1444 | 625 | R | 130 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2022-04-20T12:03:22Z |
| 35 | [CausalImpact](https://github.com/google/CausalImpact) | 1440 | 246 | R | 18 | An R package for causal inference in time series | 2022-06-21T18:27:12Z |
| 36 | [seurat](https://github.com/satijalab/seurat) | 1490 | 721 | R | 134 | R toolkit for single cell genomics | 2022-07-01T19:16:06Z |
| 37 | [reticulate](https://github.com/rstudio/reticulate) | 1436 | 316 | R | 433 | R Interface to Python | 2022-06-29T15:00:01Z |
| 38 | [drake](https://github.com/ropensci/drake) | 1321 | 130 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2021-09-24T12:46:13Z |
| 39 | [broom](https://github.com/tidymodels/broom) | 1287 | 287 | R | 5 | Convert statistical analysis objects from R into tidy format | 2022-07-01T11:59:35Z |
| 40 | [plumber](https://github.com/rstudio/plumber) | 1269 | 238 | R | 109 | Turn your R code into a web API. | 2022-06-26T03:51:59Z |
| 41 | [tensorflow](https://github.com/rstudio/tensorflow) | 1258 | 324 | R | 35 | TensorFlow for R | 2022-06-29T17:25:53Z |
| 42 | [bbplot](https://github.com/bbc/bbplot) | 1271 | 229 | 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 |
| 43 | [tidyverse](https://github.com/tidyverse/tidyverse) | 1245 | 262 | R | 8 | Easily install and load packages from the tidyverse | 2022-07-02T01:34:48Z |
| 44 | [ggthemes](https://github.com/jrnold/ggthemes) | 1182 | 218 | R | 10 | Additional themes, scales, and geoms for ggplot2 | 2021-09-21T00:50:32Z |
| 45 | [rnaseq_tutorial](https://github.com/griffithlab/rnaseq_tutorial) | 1170 | 594 | R | 1 | 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. | 2021-04-06T03:03:04Z |
| 46 | [tidyr](https://github.com/tidyverse/tidyr) | 1162 | 396 | R | 23 | Tidy Messy Data | 2022-06-23T21:59:56Z |
| 47 | [geocompr](https://github.com/Robinlovelace/geocompr) | 1141 | 512 | R | 29 | Open source book: Geocomputation with R | 2022-07-03T21:07:47Z |
| 48 | [janitor](https://github.com/sfirke/janitor) | 1146 | 113 | R | 39 | simple tools for data cleaning in R | 2022-05-16T15:06:36Z |
| 49 | [advanced-shiny](https://github.com/daattali/advanced-shiny) | 1086 | 369 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 50 | [mastering-shiny](https://github.com/hadley/mastering-shiny) | 1049 | 479 | R | 36 | Mastering Shiny: a book | 2022-06-07T14:23:33Z |
| 51 | [tidytext](https://github.com/juliasilge/tidytext) | 1051 | 188 | R | 9 | Text mining using tidy tools :sparkles::page_facing_up::sparkles: | 2022-05-09T17:37:42Z |
| 52 | [hrbrthemes](https://github.com/hrbrmstr/hrbrthemes) | 1040 | 89 | R | 22 | :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components | 2022-04-18T13:41:28Z |
| 53 | [sf](https://github.com/r-spatial/sf) | 1031 | 251 | R | 89 | Simple Features for R | 2022-07-03T05:00:08Z |
| 54 | [brms](https://github.com/paul-buerkner/brms) | 1027 | 148 | R | 104 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2022-07-02T20:54:34Z |
| 55 | [purrr](https://github.com/tidyverse/purrr) | 1046 | 230 | R | 131 | A functional programming toolkit for R | 2022-06-17T04:02:37Z |
| 56 | [swirl](https://github.com/swirldev/swirl) | 1014 | 590 | R | 275 | :cyclone: Learn R, in R. | 2021-02-14T15:48:22Z |
| 57 | [ggrepel](https://github.com/slowkow/ggrepel) | 1011 | 90 | R | 35 | :round_pushpin: Repel overlapping text labels away from each other. | 2022-06-20T17:59:45Z |
| 58 | [r-color-palettes](https://github.com/EmilHvitfeldt/r-color-palettes) | 1011 | 110 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2021-11-22T00:20:31Z |
| 59 | [forecast](https://github.com/robjhyndman/forecast) | 989 | 331 | R | 17 | forecast package for R | 2022-05-09T08:18:45Z |
| 60 | [lintr](https://github.com/r-lib/lintr) | 980 | 160 | R | 115 | Static Code Analysis for R | 2022-07-02T05:34:12Z |