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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6501 2023 R 138 An implementation of the Grammar of Graphics in R 2024-10-11T07:35:21Z
2 FriendsDontLetFriends 6360 234 R 2 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-07-11T02:09:19Z
3 awesome-R 5997 1507 R 3 A curated list of awesome R packages, frameworks and software. 2024-06-02T03:45:50Z
4 shiny 5365 1866 R 804 Easy interactive web applications with R 2024-10-22T20:02:41Z
5 dplyr 4764 2122 R 72 dplyr: A grammar of data manipulation 2024-10-06T19:05:17Z
6 r4ds 4553 4211 R 29 R for data science: a book 2024-09-27T12:37:33Z
7 swirl_courses 4320 7244 R 139 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4115 445 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3672 2219 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 data.table 3601 982 R 941 R's data.table package extends data.frame: 2024-10-22T13:40:26Z
11 AnomalyDetection 3560 778 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
12 awesome-network-analysis 3542 606 R 9 A curated list of awesome network analysis resources. 2024-09-26T17:30:48Z
13 rmarkdown 2874 977 R 245 Dynamic Documents for R 2024-09-13T21:06:31Z
14 plotly.R 2552 625 R 670 An interactive graphing library for R 2024-09-20T13:59:57Z
15 patchwork 2469 162 R 31 The Composer of ggplots 2024-09-16T10:15:53Z
16 devtools 2397 759 R 28 Tools to make an R developer's life easier 2024-09-20T16:14:47Z
17 knitr 2386 879 R 128 A general-purpose tool for dynamic report generation in R 2024-10-17T13:36:48Z
18 seurat 2271 910 R 327 R toolkit for single cell genomics 2024-10-16T22:31:05Z
19 stat_rethinking_2023 2206 248 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2156 603 R 202 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 rayshader 2057 213 R 30 R Package for 2D and 3D mapping and data visualization 2024-07-27T18:18:08Z
22 gt 2019 205 R 273 Easily generate information-rich, publication-quality tables from R 2024-10-04T21:03:28Z
23 ggstatsplot 2019 186 R 58 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-10-06T07:16:17Z
24 DataScienceR 2012 889 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
25 labs 2004 1948 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
26 nyc-taxi-data 1998 568 R 0 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2024-04-01T16:26:43Z
27 gganimate 1940 310 R 71 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
28 wesanderson 1937 145 R 12 A Wes Anderson color palette for R 2024-06-13T20:44:06Z
29 benchm-ml 1870 334 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 1776 231 R 48 RStudio add-in to make plots interactively with ggplot2 2024-09-18T15:50:03Z
31 investing 1742 110 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
32 blogdown 1731 334 R 24 Create Blogs and Websites with R Markdown 2024-09-16T21:27:47Z
33 CausalImpact 1704 254 R 29 An R package for causal inference in time series 2023-07-17T18:19:58Z
34 DiagrammeR 1700 248 R 160 Graph and network visualization using tabular data in R 2024-08-13T13:17:04Z
35 reticulate 1675 328 R 428 R Interface to Python 2024-10-22T13:13:32Z
36 tidyverse 1658 285 R 3 Easily install and load packages from the tidyverse 2024-10-21T22:01:22Z
37 mlr 1647 404 R 8 Machine Learning in R 2024-08-12T16:39:12Z
38 stats337 1616 229 R 5 Readings in applied data science 2018-06-21T15:57:29Z
39 caret 1613 632 R 177 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2024-05-10T17:23:24Z
40 bbplot 1566 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
41 geocompr 1559 583 R 3 Geocomputation with R: an open source book 2024-10-19T14:39:40Z
42 r-color-palettes 1529 139 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
43 rvest 1492 342 R 25 Simple web scraping for R 2024-10-21T21:22:56Z
44 tofsims 1487 6 R 0 None 2017-11-29T19:16:12Z
45 broom 1448 304 R 6 Convert statistical analysis objects from R into tidy format 2024-10-21T21:10:59Z
46 plumber 1399 257 R 141 Turn your R code into a web API. 2024-09-04T17:35:41Z
47 janitor 1389 133 R 34 simple tools for data cleaning in R 2024-09-12T18:40:24Z
48 tidyr 1383 417 R 51 Tidy Messy Data 2024-08-28T18:41:45Z
49 drake 1339 128 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-07-18T19:09:35Z
50 sf 1337 297 R 60 Simple Features for R 2024-10-22T08:56:41Z
51 mastering-shiny 1337 566 R 47 Mastering Shiny: a book 2024-10-18T17:37:08Z
52 rnaseq_tutorial 1329 624 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 tensorflow 1327 321 R 36 TensorFlow for R 2024-10-21T17:45:24Z
54 ggthemes 1322 227 R 12 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
55 ComplexHeatmap 1300 230 R 190 Make Complex Heatmaps 2024-09-24T12:48:13Z
56 brms 1281 182 R 102 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-10-09T10:47:59Z
57 purrr 1273 274 R 18 A functional programming toolkit for R 2024-08-21T21:15:45Z
58 hrbrthemes 1238 97 R 27 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2024-03-03T11:03:15Z
59 vitae 1231 238 R 36 R Markdown Résumés and CVs 2024-07-10T15:47:56Z
60 ggrepel 1218 97 R 31 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-09-09T14:42:33Z
61 advanced-shiny 1203 390 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
62 lintr 1193 185 R 294 Static Code Analysis for R 2024-10-19T18:11:54Z
63 tidytext 1182 183 R 10 Text mining using tidy tools ✨📄✨ 2024-04-10T13:44:30Z
64 r-source 1145 316 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. 2024-10-22T15:35:55Z
65 swirl 1138 601 R 294 🌀 Learn R, in R. 2023-10-27T18:00:31Z
66 ggpubr 1124 165 R 228 'ggplot2' Based Publication Ready Plots 2024-06-19T01:39:18Z
67 forecast 1122 343 R 12 Forecasting Functions for Time Series and Linear Models 2024-08-30T03:02:00Z
68 statistics-for-data-scientists 1120 653 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
69 MetBrewer 1109 80 R 7 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2023-09-30T14:24:56Z
70 easystats 1096 78 R 44 🌌 The R easystats-project 2024-10-14T18:03:29Z
71 ggraph 1073 116 R 42 Grammar of Graph Graphics 2024-03-07T12:53:00Z
72 gtsummary 1049 121 R 67 Presentation-Ready Data Summary and Analytic Result Tables 2024-10-22T16:00:09Z
73 rstan 1039 267 R 336 RStan, the R interface to Stan 2024-10-07T15:05:27Z
74 performance 1023 90 R 94 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-10-22T15:55:58Z
75 renv 1016 155 R 166 renv: Project environments for R. 2024-10-13T18:56:42Z
76 readr 1011 285 R 91 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
77 clusterProfiler 1009 254 R 326 📊 A universal enrichment tool for interpreting omics data 2024-10-07T06:54:56Z
78 httr 987 1992 R 1 httr: a friendly http package for R 2024-10-11T13:16:06Z
79 tinytex 986 116 R 24 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-10-22T16:51:54Z
80 fasteR 976 157 R 6 Fast Lane to Learning R! 2024-08-08T00:45:27Z
81 circlize 964 145 R 57 Circular visualization in R 2023-11-11T08:34:17Z
82 magrittr 961 158 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
83 future 956 83 R 106 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-07-29T16:58:19Z
84 sparklyr 951 309 R 333 R interface for Apache Spark 2024-09-12T18:57:19Z
85 mlr3 941 85 R 54 mlr3: Machine Learning in R - next generation 2024-10-18T10:42:42Z
86 stat_rethinking_2024 936 111 R 2 None 2024-03-08T10:06:51Z
87 paletteer 933 45 R 10 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
88 targets 932 74 R 0 Function-oriented Make-like declarative workflows for R 2024-10-22T20:07:47Z
89 ggforce 916 106 R 55 Accelerating ggplot2 2024-02-19T13:37:13Z
90 generativeart 915 162 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
91 golem 910 134 R 62 A Framework for Building Robust Shiny Apps 2024-09-06T17:16:45Z
92 gptstudio 899 107 R 11 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-09-13T17:24:14Z
93 BanditsBook 895 265 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
94 datapasta 894 64 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
95 see 891 44 R 40 🎨 Visualisation toolbox for beautiful and publication-ready figures 2024-10-15T20:41:12Z
96 testthat 890 319 R 105 An R 📦 to make testing 😀 2024-10-22T22:43:04Z
97 palmerpenguins 889 210 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
98 pagedown 888 129 R 84 Paginate the HTML Output of R Markdown with CSS for Print 2024-10-11T15:25:24Z
99 ggthemr 886 108 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
100 r-pkgs 881 630 R 21 Building R packages 2024-10-22T07:17:42Z