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 6877 277 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 6794 2104 R 78 An implementation of the Grammar of Graphics in R 2025-10-02T12:37:53Z
3 awesome-R 6308 1508 R 4 A curated list of awesome R packages, frameworks and software. 2025-09-18T16:46:19Z
4 shiny 5538 1876 R 806 Easy interactive web applications with R 2025-10-01T19:55:11Z
5 dplyr 4938 2136 R 88 dplyr: A grammar of data manipulation 2025-10-04T16:19:44Z
6 r4ds 4896 4362 R 23 R for data science: a book 2025-08-15T11:06:35Z
7 swirl_courses 4485 7243 R 141 :mortar_board: A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4097 438 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 awesome-network-analysis 3835 621 R 10 A curated list of awesome network analysis resources. 2025-07-24T23:20:00Z
10 data.table 3785 1019 R 881 R’s data.table package extends data.frame: 2025-10-03T21:00:33Z
11 ML_for_Hackers 3689 2210 R 23 Code accompanying the book “Machine Learning for Hackers” 2019-05-26T16:52:29Z
12 AnomalyDetection 3606 773 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
13 rmarkdown 2982 999 R 247 Dynamic Documents for R 2025-09-29T14:40:23Z
14 plotly.R 2642 634 R 700 An interactive graphing library for R 2025-06-30T22:44:23Z
15 patchwork 2560 166 R 63 The Composer of ggplots 2025-08-25T10:11:42Z
16 seurat 2526 967 R 279 R toolkit for single cell genomics 2025-10-03T22:02:39Z
17 devtools 2478 763 R 43 Tools to make an R developer’s life easier 2025-10-03T18:00:44Z
18 knitr 2430 879 R 138 A general-purpose tool for dynamic report generation in R 2025-05-24T01:58:36Z
19 stat_rethinking_2023 2333 264 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2299 616 R 210 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 ggstatsplot 2128 202 R 64 Enhancing {ggplot2} plots with statistical analysis 📊📣 2025-09-12T14:28:07Z
22 rayshader 2124 217 R 37 R Package for 2D and 3D mapping and data visualization 2025-10-01T04:45:27Z
23 gt 2117 221 R 292 Easily generate information-rich, publication-quality tables from R 2025-10-01T19:55:22Z
24 labs 2105 1963 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 2060 148 R 15 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
27 nyc-taxi-data 2046 570 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 316 R 80 A Grammar of Animated Graphics 2025-09-04T12:14:57Z
29 benchm-ml 1888 332 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 1830 238 R 53 RStudio add-in to make plots interactively with ggplot2 2025-02-21T13:20:45Z
31 blogdown 1774 326 R 24 Create Blogs and Websites with R Markdown 2025-08-25T13:50:40Z
32 CausalImpact 1762 259 R 31 An R package for causal inference in time series 2025-09-26T09:32:40Z
33 tidyverse 1755 292 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 1726 345 R 457 R Interface to Python 2025-10-03T22:56:58Z
36 DiagrammeR 1719 248 R 166 Graph and network visualization using tabular data in R 2025-04-29T15:02:11Z
37 geocompr 1708 610 R 9 Geocomputation with R: an open source book 2025-08-28T07:17:00Z
38 mlr 1667 405 R 9 Machine Learning in R 2025-08-22T19:47:49Z
39 caret 1661 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 stat_rethinking_2024 1661 182 R 3 None 2024-03-08T10:06:51Z
41 r-color-palettes 1634 146 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
42 stats337 1620 225 R 5 Readings in applied data science 2018-06-21T15:57:29Z
43 bbplot 1598 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 1509 350 R 30 Simple web scraping for R 2025-09-09T10:02:49Z
45 tofsims 1501 6 R 0 None 2017-11-29T19:16:12Z
46 broom 1500 306 R 9 Convert statistical analysis objects from R into tidy format 2025-09-19T20:35:15Z
47 plumber 1432 263 R 118 Turn your R code into a web API. 2025-07-11T00:19:17Z
48 janitor 1427 133 R 36 simple tools for data cleaning in R 2024-12-23T14:20:04Z
49 ComplexHeatmap 1420 240 R 222 Make Complex Heatmaps 2025-06-23T15:51:50Z
50 tidyr 1412 418 R 48 Tidy Messy Data 2025-09-19T19:44:23Z
51 sf 1395 300 R 73 Simple Features for R 2025-09-21T15:52:53Z
52 rnaseq_tutorial 1387 622 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 1360 572 R 54 Mastering Shiny: a book 2025-02-27T21:24:57Z
54 brms 1356 202 R 119 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2025-09-29T12:28:20Z
55 purrr 1346 291 R 15 A functional programming toolkit for R 2025-10-02T15:59:03Z
56 ggthemes 1341 227 R 12 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
57 drake 1339 129 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-12-04T11:25:31Z
58 tensorflow 1337 320 R 39 TensorFlow for R 2025-08-22T19:19:30Z
59 hrbrthemes 1305 98 R 29 :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components 2025-04-30T11:49:56Z
60 vitae 1260 247 R 42 R Markdown Résumés and CVs 2025-08-14T02:08:28Z
61 lintr 1256 194 R 295 Static Code Analysis for R 2025-09-29T22:38:40Z
62 ggrepel 1243 94 R 33 :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. 2025-06-16T14:00:00Z
63 ggpubr 1212 177 R 223 ‘ggplot2’ Based Publication Ready Plots 2025-06-27T20:09:33Z
64 advanced-shiny 1207 383 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
65 MetBrewer 1201 87 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 1199 324 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. 2025-10-03T16:42:23Z
67 tidytext 1191 182 R 9 Text mining using tidy tools :sparkles::page_facing_up::sparkles: 2025-07-25T18:08:19Z
68 statistics-for-data-scientists 1189 664 R 9 Code and data associated with the book “Statistics for Data Scientists: 50 Essential Concepts” 2022-12-16T01:16:27Z
69 swirl 1183 597 R 304 :cyclone: Learn R, in R. 2023-10-27T18:00:31Z
70 forecast 1150 343 R 14 Forecasting Functions for Time Series and Linear Models 2025-10-02T06:13:38Z
71 gtsummary 1145 141 R 62 Presentation-Ready Data Summary and Analytic Result Tables 2025-10-03T08:34:23Z
72 easystats 1139 83 R 44 :milky_way: The R easystats-project 2025-10-01T01:51:29Z
73 clusterProfiler 1130 261 R 351 :bar_chart: A universal enrichment tool for interpreting omics data 2025-04-17T01:51:05Z
74 performance 1106 101 R 100 :muscle: Models’ quality and performance metrics (R2, ICC, LOO, AIC, BF, …) 2025-10-01T09:08:28Z
75 ggraph 1100 114 R 53 Grammar of Graph Graphics 2025-08-25T06:42:17Z
76 renv 1096 159 R 201 renv: Project environments for R. 2025-10-02T02:46:35Z
77 fasteR 1087 175 R 10 Fast Lane to Learning R! 2024-08-08T00:45:27Z
78 rstan 1064 270 R 342 RStan, the R interface to Stan 2025-10-03T19:32:38Z
79 tinytex 1055 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 1034 95 R 27 mlr3: Machine Learning in R - next generation 2025-10-01T13:38:09Z
81 targets 1024 75 R 1 Function-oriented Make-like declarative workflows for R 2025-09-30T19:19:23Z
82 readr 1018 286 R 111 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
83 R 1015 325 R 7 Collection of various algorithms implemented in R. 2025-10-04T18:13:58Z
84 paletteer 1004 49 R 14 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
85 pointblank 996 59 R 100 Data quality assessment and metadata reporting for data frames and database tables 2025-09-30T18:35:56Z
86 future 993 91 R 73 :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone 2025-10-03T16:58:54Z
87 circlize 992 150 R 65 Circular visualization in R 2023-11-11T08:34:17Z
88 httr 985 1970 R 6 httr: a friendly http package for R 2024-10-11T13:16:06Z
89 palmerpenguins 969 237 R 14 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
90 sparklyr 965 309 R 344 R interface for Apache Spark 2025-10-03T19:40:33Z
91 magrittr 963 160 R 23 Improve the readability of R code with the pipe 2025-09-13T09:20:05Z
92 gptstudio 960 116 R 9 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2025-06-24T00:02:20Z
93 ggforce 938 110 R 66 Accelerating ggplot2 2025-09-15T19:27:31Z
94 generativeart 935 166 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
95 see 934 45 R 33 :art: Visualisation toolbox for beautiful and publication-ready figures 2025-10-01T06:16:04Z
96 golem 933 137 R 47 A Framework for Building Robust Shiny Apps 2025-09-06T17:36:40Z
97 box 927 48 R 63 Write reusable, composable and modular R code 2025-03-04T07:35:17Z
98 r-pkgs 924 643 R 29 Building R packages 2025-10-04T07:19:54Z
99 BanditsBook 915 265 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
100 pagedown 914 125 R 87 Paginate the HTML Output of R Markdown with CSS for Print 2025-08-25T14:08:20Z