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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6294 1990 R 183 An implementation of the Grammar of Graphics in R 2024-04-02T14:55:14Z
2 awesome-R 5770 1496 R 3 A curated list of awesome R packages, frameworks and software. 2024-02-29T09:37:56Z
3 FriendsDontLetFriends 5615 185 R 1 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-03-10T15:55:19Z
4 shiny 5235 1869 R 764 Easy interactive web applications with R 2024-03-29T21:22:22Z
5 dplyr 4636 2117 R 60 dplyr: A grammar of data manipulation 2024-03-12T07:48:43Z
6 r4ds 4327 4116 R 27 R for data science: a book 2024-03-28T14:01:39Z
7 swirl_courses 4204 7239 R 136 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4106 441 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3657 2216 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 AnomalyDetection 3529 776 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
11 data.table 3470 967 R 1005 R's data.table package extends data.frame: 2024-04-03T00:42:46Z
12 awesome-network-analysis 3339 596 R 9 A curated list of awesome network analysis resources. 2024-04-02T20:54:15Z
13 rmarkdown 2785 963 R 237 Dynamic Documents for R 2024-03-05T22:37:26Z
14 plotly.R 2488 620 R 649 An interactive graphing library for R 2024-02-05T18:07:25Z
15 patchwork 2375 155 R 33 The Composer of ggplots 2024-03-25T19:43:53Z
16 devtools 2350 748 R 26 Tools to make an R developer's life easier 2024-02-21T21:58:49Z
17 knitr 2340 871 R 116 A general-purpose tool for dynamic report generation in R 2024-04-02T02:05:18Z
18 stat_rethinking_2023 2123 242 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
19 seurat 2092 881 R 399 R toolkit for single cell genomics 2024-03-25T20:17:43Z
20 rethinking 2061 589 R 200 Statistical Rethinking course and book package 2024-03-20T09:57:12Z
21 rayshader 1989 212 R 24 R Package for 2D and 3D mapping and data visualization 2024-03-31T03:25:58Z
22 nyc-taxi-data 1971 571 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
23 DataScienceR 1960 883 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
24 labs 1935 1929 R 17 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 gganimate 1921 308 R 66 A Grammar of Animated Graphics 2024-02-27T14:13:52Z
26 ggstatsplot 1906 179 R 57 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-04-01T14:31:10Z
27 gt 1877 191 R 309 Easily generate information-rich, publication-quality tables from R 2024-03-13T18:32:42Z
28 benchm-ml 1864 335 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
29 wesanderson 1854 139 R 11 A Wes Anderson color palette for R 2023-10-31T16:22:04Z
30 investing 1738 109 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
31 esquisse 1732 225 R 61 RStudio add-in to make plots interactively with ggplot2 2024-03-29T17:47:47Z
32 blogdown 1697 335 R 22 Create Blogs and Websites with R Markdown 2024-02-28T08:42:09Z
33 DiagrammeR 1672 245 R 160 Graph and network visualization using tabular data in R 2024-03-14T05:12:00Z
34 CausalImpact 1643 250 R 26 An R package for causal inference in time series 2023-07-17T18:19:58Z
35 mlr 1625 403 R 8 Machine Learning in R 2024-04-01T17:14:47Z
36 stats337 1616 230 R 5 Readings in applied data science 2018-06-21T15:57:29Z
37 reticulate 1615 326 R 409 R Interface to Python 2024-04-02T14:55:25Z
38 tidyverse 1585 280 R 3 Easily install and load packages from the tidyverse 2023-12-12T13:45:13Z
39 caret 1584 630 R 171 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2023-10-02T22:36:47Z
40 bbplot 1528 261 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 tofsims 1493 6 R 0 None 2017-11-29T19:16:12Z
42 geocompr 1464 580 R 7 Geocomputation with R: an open source book 2024-03-10T17:12:20Z
43 rvest 1463 339 R 18 Simple web scraping for R 2024-02-26T16:02:40Z
44 r-color-palettes 1412 137 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-01-27T06:33:50Z
45 broom 1402 295 R 5 Convert statistical analysis objects from R into tidy format 2024-03-20T19:59:20Z
46 plumber 1359 252 R 133 Turn your R code into a web API. 2024-03-24T02:33:41Z
47 janitor 1333 130 R 32 simple tools for data cleaning in R 2024-03-02T09:00:21Z
48 tidyr 1330 411 R 50 Tidy Messy Data 2024-02-05T20:31:02Z
49 drake 1329 131 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2024-03-04T14:46:51Z
50 tensorflow 1319 316 R 37 TensorFlow for R 2024-03-28T16:13:57Z
51 rnaseq_tutorial 1306 615 R 5 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
52 ggthemes 1289 228 R 8 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
53 mastering-shiny 1282 564 R 54 Mastering Shiny: a book 2024-01-30T14:55:47Z
54 sf 1265 279 R 46 Simple Features for R 2024-04-02T16:22:16Z
55 brms 1225 175 R 97 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-04-02T07:23:24Z
56 ComplexHeatmap 1217 218 R 157 Make Complex Heatmaps 2024-01-18T01:49:05Z
57 purrr 1214 252 R 28 A functional programming toolkit for R 2024-03-22T21:01:41Z
58 hrbrthemes 1193 94 R 26 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2024-03-03T11:03:15Z
59 ggrepel 1184 91 R 32 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-02-11T20:37:08Z
60 vitae 1173 226 R 32 R Markdown Résumés and CVs 2024-03-07T22:59:39Z
61 advanced-shiny 1173 387 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
62 tidytext 1157 181 R 9 Text mining using tidy tools ✨📄✨ 2024-04-01T20:54:18Z
63 lintr 1142 184 R 255 Static Code Analysis for R 2024-04-02T17:31:24Z
64 forecast 1097 337 R 15 Forecasting Functions for Time Series and Linear Models 2024-03-13T00:17:38Z
65 swirl 1090 595 R 289 🌀 Learn R, in R. 2023-10-27T18:00:31Z
66 r-source 1084 301 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. 2024-04-02T22:32:28Z
67 statistics-for-data-scientists 1082 652 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
68 ggpubr 1077 159 R 213 'ggplot2' Based Publication Ready Plots 2023-08-24T09:40:01Z
69 ggraph 1037 108 R 34 Grammar of Graph Graphics 2024-03-07T12:53:00Z
70 MetBrewer 1033 76 R 6 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2023-09-30T14:24:56Z
71 easystats 1004 73 R 38 🌌 The R easystats-project 2024-04-01T18:22:53Z
72 rstan 998 268 R 326 RStan, the R interface to Stan 2024-03-28T08:38:52Z
73 readr 989 286 R 73 Read flat files (csv, tsv, fwf) into R 2024-01-10T23:37:44Z
74 httr 979 1992 R 1 httr: a friendly http package for R 2023-10-31T20:49:27Z
75 renv 958 144 R 106 renv: Project environments for R. 2024-03-28T21:17:20Z
76 magrittr 951 157 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
77 performance 943 86 R 102 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-04-01T19:28:53Z
78 gtsummary 935 103 R 34 Presentation-Ready Data Summary and Analytic Result Tables 2024-03-20T00:00:14Z
79 clusterProfiler 933 242 R 285 📊 A universal enrichment tool for interpreting omics data 2024-03-07T09:09:07Z
80 circlize 933 140 R 48 Circular visualization in R 2023-11-11T08:34:17Z
81 future 930 80 R 103 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-03-27T22:09:08Z
82 tinytex 927 112 R 21 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-04-02T01:54:42Z
83 sparklyr 922 303 R 322 R interface for Apache Spark 2024-03-26T12:02:24Z
84 ggforce 901 105 R 52 Accelerating ggplot2 2024-02-19T13:37:13Z
85 generativeart 885 155 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
86 datapasta 882 58 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
87 BanditsBook 879 267 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
88 mlr3 876 80 R 74 mlr3: Machine Learning in R - next generation 2024-03-19T18:02:31Z
89 ggthemr 874 106 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
90 golem 870 127 R 73 A Framework for Building Robust Shiny Apps 2024-02-29T20:36:51Z
91 fasteR 866 139 R 6 Fast Lane to Learning R! 2023-12-05T07:00:33Z
92 pagedown 862 130 R 79 Paginate the HTML Output of R Markdown with CSS for Print 2023-12-29T22:36:29Z
93 testthat 860 313 R 92 An R 📦 to make testing 😀 2024-02-15T15:38:09Z
94 targets 858 67 R 1 Function-oriented Make-like declarative workflows for R 2024-03-20T11:38:02Z
95 rappor 855 210 R 26 RAPPOR: Privacy-Preserving Reporting Algorithms 2022-07-14T06:30:15Z
96 slidify 845 340 R 173 Generate reproducible html5 slides from R markdown 2016-08-02T03:54:45Z
97 gptstudio 843 93 R 13 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-03-30T00:28:48Z
98 modelsummary 842 73 R 3 Beautiful and customizable model summaries in R. 2024-04-01T19:04:23Z
99 paletteer 839 45 R 3 🎨🎨🎨 Collection of most color palettes in a single R package 2024-01-22T15:56:38Z
100 palmerpenguins 838 202 R 12 A great intro dataset for data exploration & visualization (alternative to iris). 2024-02-19T13:56:55Z