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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 6243 1979 R 199 An implementation of the Grammar of Graphics in R 2024-02-23T15:37:17Z
2 awesome-R 5719 1511 R 3 A curated list of awesome R packages, frameworks and software. 2024-02-20T21:02:49Z
3 FriendsDontLetFriends 5445 178 R 1 Friends don't let friends make certain types of data visualization - What are they and why are they bad. 2024-02-17T03:55:46Z
4 shiny 5196 1816 R 758 Easy interactive web applications with R 2024-02-14T22:13:27Z
5 dplyr 4618 2108 R 56 dplyr: A grammar of data manipulation 2024-02-13T22:15:06Z
6 r4ds 4290 4084 R 24 R for data science: a book 2024-02-02T00:41:07Z
7 swirl_courses 4185 7236 R 136 🎓 A collection of interactive courses for the swirl R package. 2024-01-10T17:38:19Z
8 stat_rethinking_2022 4100 440 R 11 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
9 ML_for_Hackers 3652 2218 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
10 AnomalyDetection 3529 782 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
11 data.table 3451 963 R 1014 R's data.table package extends data.frame: 2024-02-24T19:13:08Z
12 awesome-network-analysis 3307 592 R 9 A curated list of awesome network analysis resources. 2024-02-24T21:54:01Z
13 rmarkdown 2770 978 R 233 Dynamic Documents for R 2024-01-18T09:23:59Z
14 plotly.R 2470 629 R 643 An interactive graphing library for R 2024-02-05T18:07:25Z
15 patchwork 2351 158 R 31 The Composer of ggplots 2024-02-12T09:54:56Z
16 devtools 2343 748 R 26 Tools to make an R developer's life easier 2024-02-21T21:58:49Z
17 knitr 2332 872 R 119 A general-purpose tool for dynamic report generation in R 2024-02-13T05:36:58Z
18 stat_rethinking_2023 2092 238 R 12 Statistical Rethinking Course for Jan-Mar 2023 2023-11-28T12:15:06Z
19 seurat 2047 877 R 332 R toolkit for single cell genomics 2024-02-16T00:12:54Z
20 rethinking 2043 587 R 195 Statistical Rethinking course and book package 2024-02-03T15:47:10Z
21 rayshader 1981 212 R 24 R Package for 2D and 3D mapping and data visualization 2024-02-20T06:12:09Z
22 DataScienceR 1958 883 R 1 a curated list of R tutorials for Data Science, NLP and Machine Learning 2023-03-10T11:06:16Z
23 nyc-taxi-data 1957 574 R 0 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2023-02-10T12:10:47Z
24 labs 1920 1922 R 17 Rmd source files for the HarvardX series PH525x 2024-02-12T12:55:39Z
25 gganimate 1916 310 R 63 A Grammar of Animated Graphics 2024-02-19T14:14:12Z
26 ggstatsplot 1879 182 R 63 Enhancing {ggplot2} plots with statistical analysis 📊📣 2024-02-23T11:57:01Z
27 benchm-ml 1862 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
28 gt 1848 188 R 295 Easily generate information-rich, publication-quality tables from R 2024-02-25T02:23:07Z
29 wesanderson 1832 140 R 11 A Wes Anderson color palette for R 2023-10-31T16:22:04Z
30 investing 1737 113 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
31 esquisse 1719 223 R 64 RStudio add-in to make plots interactively with ggplot2 2024-02-22T06:49:01Z
32 blogdown 1691 333 R 22 Create Blogs and Websites with R Markdown 2024-02-01T16:44:27Z
33 DiagrammeR 1666 248 R 160 Graph and network visualization using tabular data in R 2024-02-03T18:48:52Z
34 CausalImpact 1637 259 R 26 An R package for causal inference in time series 2023-07-17T18:19:58Z
35 mlr 1622 406 R 8 Machine Learning in R 2024-02-05T17:10:43Z
36 stats337 1617 233 R 5 Readings in applied data science 2018-06-21T15:57:29Z
37 reticulate 1604 325 R 411 R Interface to Python 2024-02-23T19:41:06Z
38 caret 1577 635 R 168 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2023-10-02T22:36:47Z
39 tidyverse 1572 280 R 2 Easily install and load packages from the tidyverse 2023-12-12T13:45:13Z
40 bbplot 1511 257 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 1494 6 R 0 None 2017-11-29T19:16:12Z
42 geocompr 1454 577 R 6 Geocomputation with R: an open source book 2024-02-24T11:27:14Z
43 rvest 1453 341 R 18 Simple web scraping for R 2024-02-12T22:04:38Z
44 broom 1398 295 R 5 Convert statistical analysis objects from R into tidy format 2023-12-15T15:55:10Z
45 r-color-palettes 1388 135 R 24 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2024-01-27T06:33:50Z
46 plumber 1353 254 R 130 Turn your R code into a web API. 2024-01-24T08:57:44Z
47 drake 1327 131 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2023-11-06T14:25:50Z
48 janitor 1325 135 R 31 simple tools for data cleaning in R 2024-02-02T22:46:31Z
49 tidyr 1317 409 R 48 Tidy Messy Data 2024-02-05T20:31:02Z
50 tensorflow 1313 325 R 36 TensorFlow for R 2024-02-01T13:42:57Z
51 rnaseq_tutorial 1299 614 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 1282 232 R 8 Additional themes, scales, and geoms for ggplot2 2024-02-14T22:58:14Z
53 mastering-shiny 1272 565 R 52 Mastering Shiny: a book 2024-01-30T14:55:47Z
54 sf 1248 279 R 41 Simple Features for R 2024-02-23T10:30:20Z
55 brms 1209 178 R 101 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2024-02-10T03:53:38Z
56 purrr 1205 263 R 27 A functional programming toolkit for R 2024-02-01T20:38:59Z
57 ComplexHeatmap 1201 216 R 155 Make Complex Heatmaps 2024-01-18T01:49:05Z
58 hrbrthemes 1178 94 R 26 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2022-09-04T10:46:38Z
59 ggrepel 1177 91 R 32 📍 Repel overlapping text labels away from each other in your ggplot2 figures. 2024-02-11T20:37:08Z
60 advanced-shiny 1170 387 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
61 vitae 1155 224 R 30 R Markdown Résumés and CVs 2023-11-30T02:30:13Z
62 tidytext 1149 182 R 9 Text mining using tidy tools ✨📄✨ 2023-09-05T23:20:58Z
63 lintr 1136 183 R 254 Static Code Analysis for R 2024-02-24T00:44:51Z
64 swirl 1087 602 R 287 🌀 Learn R, in R. 2023-10-27T18:00:31Z
65 forecast 1085 335 R 13 Forecasting Functions for Time Series and Linear Models 2024-01-08T07:44:00Z
66 r-source 1078 302 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. 2024-02-25T01:33:57Z
67 statistics-for-data-scientists 1070 649 R 9 Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" 2022-12-16T01:16:27Z
68 ggpubr 1067 164 R 211 'ggplot2' Based Publication Ready Plots 2023-08-24T09:40:01Z
69 ggraph 1030 109 R 34 Grammar of Graph Graphics 2024-01-30T12:25:45Z
70 MetBrewer 1021 74 R 5 Color palette package in R inspired by works at the Metropolitan Museum of Art in New York 2023-09-30T14:24:56Z
71 rstan 991 268 R 324 RStan, the R interface to Stan 2024-02-19T23:02:04Z
72 easystats 990 72 R 39 🌌 The R easystats-project 2024-02-01T06:39:57Z
73 readr 984 299 R 69 Read flat files (csv, tsv, fwf) into R 2024-01-10T23:37:44Z
74 httr 978 2001 R 1 httr: a friendly http package for R 2023-10-31T20:49:27Z
75 magrittr 951 157 R 20 Improve the readability of R code with the pipe 2023-03-08T13:37:44Z
76 renv 949 142 R 93 renv: Project environments for R. 2024-02-23T01:09:11Z
77 performance 936 86 R 105 💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) 2024-02-23T15:54:10Z
78 circlize 927 141 R 46 Circular visualization in R 2023-11-11T08:34:17Z
79 future 925 78 R 102 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone 2024-02-21T19:14:58Z
80 sparklyr 922 307 R 320 R interface for Apache Spark 2024-02-15T16:47:57Z
81 clusterProfiler 919 242 R 281 📊 A universal enrichment tool for interpreting omics data 2024-02-05T16:19:55Z
82 gtsummary 915 102 R 32 Presentation-Ready Data Summary and Analytic Result Tables 2024-02-22T08:30:00Z
83 tinytex 913 114 R 20 A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live 2024-02-08T22:33:05Z
84 ggforce 898 104 R 49 Accelerating ggplot2 2024-02-19T13:37:13Z
85 generativeart 883 153 R 5 Create Generative Art with R 2022-04-27T07:53:49Z
86 BanditsBook 880 303 R 5 Code for my book on Multi-Armed Bandit Algorithms 2020-01-09T19:48:06Z
87 datapasta 879 58 R 28 On top of spaghetti, all covered in cheese.... 2022-04-29T11:08:13Z
88 ggthemr 866 105 R 7 Themes for ggplot2. 2022-05-07T19:44:21Z
89 golem 865 129 R 76 A Framework for Building Robust Shiny Apps 2024-02-19T15:53:36Z
90 mlr3 863 82 R 70 mlr3: Machine Learning in R - next generation 2024-02-22T19:11:32Z
91 pagedown 860 133 R 78 Paginate the HTML Output of R Markdown with CSS for Print 2023-12-29T22:36:29Z
92 testthat 859 316 R 81 An R 📦 to make testing 😀 2024-02-15T15:38:09Z
93 rappor 855 210 R 26 RAPPOR: Privacy-Preserving Reporting Algorithms 2022-07-14T06:30:15Z
94 fasteR 852 138 R 6 Fast Lane to Learning R! 2023-12-05T07:00:33Z
95 slidify 845 339 R 173 Generate reproducible html5 slides from R markdown 2016-08-02T03:54:45Z
96 targets 843 67 R 1 Function-oriented Make-like declarative workflows for R 2024-02-23T09:47:35Z
97 text2vec 836 135 R 23 Fast vectorization, topic modeling, distances and GloVe word embeddings in R. 2023-11-13T02:25:09Z
98 modelsummary 834 71 R 23 Beautiful and customizable model summaries in R. 2024-02-24T16:59:59Z
99 paletteer 830 45 R 3 🎨🎨🎨 Collection of most color palettes in a single R package 2024-01-22T15:56:38Z
100 gptstudio 828 94 R 8 GPT RStudio addins that enable GPT assisted coding, writing & analysis 2024-01-29T20:50:39Z