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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6477 2018 R 132 An implementation of the Grammar of Graphics in R 2024-09-23T12:11:20Z
2 FriendsDontLetFriends 6314 227 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 5969 1502 R 3 A curated list of awesome R packages, frameworks and software. 2024-06-02T03:45:50Z
4 shiny 5354 1867 R 804 Easy interactive web applications with R 2024-09-25T02:05:59Z
5 dplyr 4748 2119 R 71 dplyr: A grammar of data manipulation 2024-08-27T16:42:02Z
6 r4ds 4523 4198 R 28 R for data science: a book 2024-09-02T13:37:12Z
7 swirl_courses 4298 7247 R 139 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4111 445 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3665 2215 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 data.table 3582 977 R 935 R's data.table package extends data.frame: 2024-09-25T02:08:28Z
11 AnomalyDetection 3556 778 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
12 awesome-network-analysis 3514 604 R 9 A curated list of awesome network analysis resources. 2024-06-13T11:54:36Z
13 rmarkdown 2862 970 R 246 Dynamic Documents for R 2024-09-13T21:06:31Z
14 plotly.R 2544 622 R 668 An interactive graphing library for R 2024-09-20T13:59:57Z
15 patchwork 2457 162 R 26 The Composer of ggplots 2024-09-16T10:15:53Z
16 devtools 2394 759 R 28 Tools to make an R developer's life easier 2024-09-20T16:14:47Z
17 knitr 2379 873 R 123 A general-purpose tool for dynamic report generation in R 2024-09-20T16:34:24Z
18 seurat 2257 904 R 305 R toolkit for single cell genomics 2024-09-19T13:39:27Z
19 stat_rethinking_2023 2193 248 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
20 rethinking 2138 601 R 203 Statistical Rethinking course and book package 2024-08-23T07:12:15Z
21 rayshader 2051 211 R 28 R Package for 2D and 3D mapping and data visualization 2024-07-27T18:18:08Z
22 gt 2009 205 R 275 Easily generate information-rich, publication-quality tables from R 2024-09-25T01:15:52Z
23 DataScienceR 2003 888 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
24 labs 1994 1941 R 18 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 nyc-taxi-data 1990 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
26 ggstatsplot 1987 184 R 55 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-09-03T05:43:07Z
27 gganimate 1938 308 R 70 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
28 wesanderson 1920 142 R 11 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 1774 229 R 48 RStudio add-in to make plots interactively with ggplot2 2024-09-18T15:50:03Z
31 investing 1739 109 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
32 blogdown 1728 334 R 24 Create Blogs and Websites with R Markdown 2024-09-16T21:27:47Z
33 DiagrammeR 1696 248 R 160 Graph and network visualization using tabular data in R 2024-08-13T13:17:04Z
34 CausalImpact 1690 253 R 29 An R package for causal inference in time series 2023-07-17T18:19:58Z
35 reticulate 1669 327 R 423 R Interface to Python 2024-09-23T19:07:49Z
36 tidyverse 1652 283 R 8 Easily install and load packages from the tidyverse 2024-06-21T14:00:48Z
37 mlr 1643 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 1609 634 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 1564 265 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 1529 581 R 5 Geocomputation with R: an open source book 2024-09-24T19:56:32Z
42 r-color-palettes 1516 136 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-08-15T15:09:03Z
43 rvest 1489 341 R 30 Simple web scraping for R 2024-07-16T21:42:12Z
44 tofsims 1486 6 R 0 None 2017-11-29T19:16:12Z
45 broom 1445 303 R 7 Convert statistical analysis objects from R into tidy format 2024-07-22T10:34:54Z
46 plumber 1392 255 R 141 Turn your R code into a web API. 2024-09-04T17:35:41Z
47 janitor 1381 132 R 33 simple tools for data cleaning in R 2024-09-12T18:40:24Z
48 tidyr 1380 418 R 49 Tidy Messy Data 2024-08-28T18:41:45Z
49 drake 1340 128 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-07-18T19:09:35Z
50 mastering-shiny 1333 566 R 56 Mastering Shiny: a book 2024-06-20T22:03:31Z
51 sf 1332 294 R 60 Simple Features for R 2024-09-20T21:03:16Z
52 rnaseq_tutorial 1327 620 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 318 R 35 TensorFlow for R 2024-06-19T14:52:38Z
54 ggthemes 1315 227 R 11 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
55 ComplexHeatmap 1293 225 R 186 Make Complex Heatmaps 2024-09-24T12:48:13Z
56 brms 1268 182 R 99 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-09-24T09:58:47Z
57 purrr 1267 271 R 17 A functional programming toolkit for R 2024-08-21T21:15:45Z
58 hrbrthemes 1229 96 R 27 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2024-03-03T11:03:15Z
59 vitae 1222 237 R 37 R Markdown Résumés and CVs 2024-07-10T15:47:56Z
60 ggrepel 1211 95 R 30 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-09-09T14:42:33Z
61 advanced-shiny 1199 389 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2024-08-18T18:40:18Z
62 lintr 1189 184 R 287 Static Code Analysis for R 2024-09-17T16:48:06Z
63 tidytext 1183 182 R 10 Text mining using tidy tools ✨📄✨ 2024-04-10T13:44:30Z
64 r-source 1134 315 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. 2024-09-23T10:41:01Z
65 swirl 1130 593 R 294 🌀 Learn R, in R. 2023-10-27T18:00:31Z
66 ggpubr 1119 164 R 226 'ggplot2' Based Publication Ready Plots 2024-06-19T01:39:18Z
67 forecast 1114 341 R 12 Forecasting Functions for Time Series and Linear Models 2024-08-30T03:02:00Z
68 statistics-for-data-scientists 1111 651 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
69 MetBrewer 1089 79 R 6 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2023-09-30T14:24:56Z
70 easystats 1083 76 R 43 🌌 The R easystats-project 2024-09-12T20:10:15Z
71 ggraph 1068 115 R 40 Grammar of Graph Graphics 2024-03-07T12:53:00Z
72 gtsummary 1040 114 R 68 Presentation-Ready Data Summary and Analytic Result Tables 2024-09-24T18:05:43Z
73 rstan 1034 264 R 334 RStan, the R interface to Stan 2024-08-28T12:31:57Z
74 performance 1008 87 R 94 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-09-24T08:22:38Z
75 readr 1006 286 R 87 Read flat files (csv, tsv, fwf) into R 2024-07-31T16:03:00Z
76 clusterProfiler 1005 253 R 319 📊 A universal enrichment tool for interpreting omics data 2024-08-26T01:16:40Z
77 renv 1003 152 R 157 renv: Project environments for R. 2024-09-24T17:28:57Z
78 httr 986 1992 R 4 httr: a friendly http package for R 2023-10-31T20:49:27Z
79 tinytex 979 116 R 23 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-09-15T18:54:03Z
80 fasteR 969 155 R 6 Fast Lane to Learning R! 2024-08-08T00:45:27Z
81 circlize 960 143 R 57 Circular visualization in R 2023-11-11T08:34:17Z
82 magrittr 958 157 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
83 future 950 83 R 104 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-07-29T16:58:19Z
84 sparklyr 947 308 R 333 R interface for Apache Spark 2024-09-12T18:57:19Z
85 mlr3 931 85 R 54 mlr3: Machine Learning in R - next generation 2024-09-24T08:10:31Z
86 paletteer 918 45 R 10 🎨🎨🎨 Collection of most color palettes in a single R package 2024-06-24T15:21:27Z
87 targets 918 74 R 0 Function-oriented Make-like declarative workflows for R 2024-09-24T20:32:38Z
88 ggforce 916 106 R 55 Accelerating ggplot2 2024-02-19T13:37:13Z
89 generativeart 909 158 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
90 golem 908 132 R 62 A Framework for Building Robust Shiny Apps 2024-09-06T17:16:45Z
91 stat_rethinking_2024 901 108 R 2 None 2024-03-08T10:06:51Z
92 datapasta 894 56 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
93 gptstudio 893 105 R 8 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-09-13T17:24:14Z
94 BanditsBook 893 264 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
95 pagedown 888 129 R 84 Paginate the HTML Output of R Markdown with CSS for Print 2024-09-03T15:58:56Z
96 testthat 888 317 R 112 An R 📦 to make testing 😀 2024-09-10T14:44:53Z
97 ggthemr 882 107 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
98 see 882 43 R 44 🎨 Visualisation toolbox for beautiful and publication-ready figures 2024-09-24T08:31:36Z
99 palmerpenguins 876 209 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-09-19T22:20:38Z
100 r-pkgs 872 629 R 20 Building R packages 2024-09-24T07:17:29Z