Github-Ranking

:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名,每日自动更新

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Github Ranking

Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 FriendsDontLetFriends 6836 274 R 3 Friends don’t let friends make certain types of data visualization - What are they and why are they bad. 2025-09-03T15:32:50Z
2 ggplot2 6771 2094 R 77 An implementation of the Grammar of Graphics in R 2025-08-19T07:46:04Z
3 awesome-R 6284 1506 R 4 A curated list of awesome R packages, frameworks and software. 2025-08-08T15:48:40Z
4 shiny 5530 1877 R 806 Easy interactive web applications with R 2025-09-05T17:55:31Z
5 dplyr 4929 2128 R 110 dplyr: A grammar of data manipulation 2025-08-19T15:44:10Z
6 r4ds 4868 4342 R 23 R for data science: a book 2025-08-15T11:06:35Z
7 swirl_courses 4469 7243 R 141 :mortar_board: A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4105 438 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 awesome-network-analysis 3821 620 R 10 A curated list of awesome network analysis resources. 2025-07-24T23:20:00Z
10 data.table 3769 1016 R 875 R’s data.table package extends data.frame: 2025-09-07T21:13:17Z
11 ML_for_Hackers 3684 2211 R 23 Code accompanying the book “Machine Learning for Hackers” 2019-05-26T16:52:29Z
12 AnomalyDetection 3607 773 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 2972 995 R 254 Dynamic Documents for R 2025-08-25T16:00:55Z
14 plotly.R 2638 632 R 698 An interactive graphing library for R 2025-06-30T22:44:23Z
15 patchwork 2554 165 R 61 The Composer of ggplots 2025-08-25T10:11:42Z
16 seurat 2510 961 R 314 R toolkit for single cell genomics 2025-08-21T18:02:37Z
17 devtools 2476 761 R 43 Tools to make an R developer’s life easier 2025-04-04T08:49:40Z
18 knitr 2428 879 R 138 A general-purpose tool for dynamic report generation in R 2025-05-24T01:58:36Z
19 stat_rethinking_2023 2326 261 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2291 614 R 209 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 rayshader 2124 217 R 39 R Package for 2D and 3D mapping and data visualization 2025-01-29T05:09:51Z
22 ggstatsplot 2124 200 R 65 Enhancing {ggplot2} plots with statistical analysis 📊📣 2025-08-24T19:12:04Z
23 gt 2114 219 R 286 Easily generate information-rich, publication-quality tables from R 2025-08-26T20:18:05Z
24 labs 2097 1962 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 DataScienceR 2061 884 R 2 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
26 wesanderson 2055 148 R 15 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
27 nyc-taxi-data 2041 569 R 2 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2025-08-18T17:13:46Z
28 gganimate 1977 314 R 79 A Grammar of Animated Graphics 2025-09-04T12:14:57Z
29 benchm-ml 1891 333 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
30 esquisse 1829 238 R 52 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 blogdown 1774 330 R 24 Create Blogs and Websites with R Markdown 2025-08-25T13:50:40Z
32 CausalImpact 1758 259 R 30 An R package for causal inference in time series 2023-07-17T18:19:58Z
33 tidyverse 1754 291 R 9 Easily install and load packages from the tidyverse 2025-06-18T20:15:42Z
34 investing 1741 110 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
35 reticulate 1721 345 R 452 R Interface to Python 2025-09-04T19:59:58Z
36 DiagrammeR 1720 248 R 166 Graph and network visualization using tabular data in R 2025-04-29T15:02:11Z
37 geocompr 1704 610 R 9 Geocomputation with R: an open source book 2025-08-28T07:17:00Z
38 mlr 1667 405 R 8 Machine Learning in R 2025-08-22T19:47:49Z
39 caret 1656 629 R 191 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2024-12-10T20:43:41Z
40 r-color-palettes 1629 145 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
41 stat_rethinking_2024 1629 179 R 3 None 2024-03-08T10:06:51Z
42 stats337 1619 226 R 5 Readings in applied data science 2018-06-21T15:57:29Z
43 bbplot 1594 268 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
44 rvest 1505 348 R 30 Simple web scraping for R 2025-08-29T14:18:12Z
45 tofsims 1504 6 R 0 None 2017-11-29T19:16:12Z
46 broom 1496 305 R 10 Convert statistical analysis objects from R into tidy format 2025-07-28T16:24:24Z
47 plumber 1430 263 R 119 Turn your R code into a web API. 2025-07-11T00:19:17Z
48 janitor 1426 134 R 35 simple tools for data cleaning in R 2024-12-23T14:20:04Z
49 tidyr 1410 417 R 55 Tidy Messy Data 2025-07-25T13:39:11Z
50 ComplexHeatmap 1407 240 R 221 Make Complex Heatmaps 2025-06-23T15:51:50Z
51 sf 1391 300 R 75 Simple Features for R 2025-08-17T15:37:17Z
52 rnaseq_tutorial 1382 621 R 6 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
53 mastering-shiny 1362 571 R 53 Mastering Shiny: a book 2025-02-27T21:24:57Z
54 brms 1349 202 R 131 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2025-09-01T16:34:25Z
55 purrr 1340 284 R 20 A functional programming toolkit for R 2025-09-02T22:29:06Z
56 drake 1339 128 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
57 ggthemes 1338 225 R 12 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
58 tensorflow 1337 322 R 39 TensorFlow for R 2025-08-22T19:19:30Z
59 hrbrthemes 1300 99 R 27 :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components 2025-04-30T11:49:56Z
60 vitae 1258 247 R 41 R Markdown Résumés and CVs 2025-08-14T02:08:28Z
61 lintr 1254 193 R 287 Static Code Analysis for R 2025-08-25T09:26:00Z
62 ggrepel 1241 94 R 33 :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. 2025-06-16T14:00:00Z
63 advanced-shiny 1207 383 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
64 ggpubr 1204 176 R 220 ‘ggplot2’ Based Publication Ready Plots 2025-06-27T20:09:33Z
65 MetBrewer 1202 86 R 8 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2025-01-03T16:52:43Z
66 r-source 1197 320 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. 2025-09-04T17:36:56Z
67 tidytext 1193 182 R 9 Text mining using tidy tools :sparkles::page_facing_up::sparkles: 2025-07-25T18:08:19Z
68 statistics-for-data-scientists 1187 660 R 9 Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts” 2022-12-16T01:16:27Z
69 swirl 1182 599 R 304 :cyclone: Learn R, in R. 2023-10-27T18:00:31Z
70 forecast 1150 342 R 12 Forecasting Functions for Time Series and Linear Models 2025-09-07T01:03:11Z
71 gtsummary 1140 138 R 60 Presentation-Ready Data Summary and Analytic Result Tables 2025-09-05T23:56:14Z
72 easystats 1137 83 R 42 :milky_way: The R easystats-project 2025-09-03T18:02:30Z
73 clusterProfiler 1120 263 R 351 :bar_chart: A universal enrichment tool for interpreting omics data 2025-04-17T01:51:05Z
74 performance 1101 101 R 99 :muscle: Models’ quality and performance metrics (R2, ICC, LOO, AIC, BF, …) 2025-09-01T00:21:44Z
75 ggraph 1097 115 R 54 Grammar of Graph Graphics 2025-08-25T06:42:17Z
76 renv 1093 157 R 197 renv: Project environments for R. 2025-09-05T16:44:25Z
77 fasteR 1079 175 R 10 Fast Lane to Learning R! 2024-08-08T00:45:27Z
78 rstan 1063 270 R 341 RStan, the R interface to Stan 2025-09-02T18:53:19Z
79 tinytex 1051 121 R 29 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2025-04-15T17:47:02Z
80 mlr3 1028 93 R 26 mlr3: Machine Learning in R - next generation 2025-09-07T20:21:52Z
81 targets 1018 76 R 2 Function-oriented Make-like declarative workflows for R 2025-08-29T16:59:11Z
82 readr 1017 287 R 110 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
83 paletteer 1003 49 R 11 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
84 R 997 322 R 7 Collection of various algorithms implemented in R. 2025-04-19T13:12:09Z
85 future 993 90 R 73 :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone 2025-08-26T19:03:31Z
86 circlize 993 150 R 65 Circular visualization in R 2023-11-11T08:34:17Z
87 pointblank 988 59 R 99 Data quality assessment and metadata reporting for data frames and database tables 2025-08-26T03:57:26Z
88 httr 987 1972 R 6 httr: a friendly http package for R 2024-10-11T13:16:06Z
89 palmerpenguins 966 231 R 14 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
90 sparklyr 966 308 R 342 R interface for Apache Spark 2025-08-14T19:25:43Z
91 magrittr 964 159 R 22 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
92 gptstudio 962 115 R 9 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2025-06-24T00:02:20Z
93 ggforce 937 109 R 66 Accelerating ggplot2 2025-07-17T20:19:01Z
94 generativeart 935 166 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
95 golem 932 136 R 46 A Framework for Building Robust Shiny Apps 2025-09-06T17:36:40Z
96 see 932 44 R 34 :art: Visualisation toolbox for beautiful and publication-ready figures 2025-09-02T00:19:10Z
97 box 925 48 R 63 Write reusable, composable and modular R code 2025-03-04T07:35:17Z
98 r-pkgs 921 644 R 25 Building R packages 2025-09-07T07:20:14Z
99 BanditsBook 917 265 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
100 pagedown 912 126 R 87 Paginate the HTML Output of R Markdown with CSS for Print 2025-08-25T14:08:20Z