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Top 100 Stars in R

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ggplot2 5557 1879 R 219 An implementation of the Grammar of Graphics in R 2022-09-04T13:50:25Z
2 awesome-R 5158 1470 R 0 A curated list of awesome R packages, frameworks and software. 2022-08-02T12:22:51Z
3 shiny 4774 1763 R 682 Easy interactive web applications with R 2022-08-15T14:13:22Z
4 dplyr 4185 1453 R 25 dplyr: A grammar of data manipulation 2022-09-03T03:50:10Z
5 swirl_courses 3937 7147 R 128 🎓 A collection of interactive courses for the swirl R package. 2022-05-18T09:00:52Z
6 r4ds 3642 3702 R 20 R for data science: a book 2022-09-03T19:08:11Z
7 stat_rethinking_2022 3639 347 R 8 Statistical Rethinking course winter 2022 2022-03-15T15:07:26Z
8 ML_for_Hackers 3628 2257 R 23 Code accompanying the book "Machine Learning for Hackers" 2019-05-26T16:52:29Z
9 AnomalyDetection 3465 765 R 62 Anomaly Detection with R 2019-08-30T19:49:16Z
10 data.table 3100 943 R 928 R's data.table package extends data.frame: 2022-09-03T15:00:03Z
11 awesome-network-analysis 2771 574 R 23 A curated list of awesome network analysis resources. 2022-05-01T09:10:04Z
12 rmarkdown 2500 933 R 198 Dynamic Documents for R 2022-08-25T20:10:22Z
13 plotly.R 2249 601 R 541 An interactive graphing library for R 2022-08-24T08:54:12Z
14 devtools 2207 744 R 10 Tools to make an R developer's life easier 2022-08-31T17:56:20Z
15 knitr 2205 851 R 114 A general-purpose tool for dynamic report generation in R 2022-08-24T15:38:53Z
16 patchwork 2125 152 R 67 The Composer of ggplots 2022-08-19T09:07:33Z
17 nyc-taxi-data 1870 552 R 0 Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database 2022-08-30T21:26:08Z
18 benchm-ml 1840 336 R 9 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.). 2019-08-19T04:22:47Z
19 DataScienceR 1815 878 R 0 a curated list of R tutorials for Data Science, NLP and Machine Learning 2022-04-29T23:59:53Z
20 gganimate 1810 311 R 75 A Grammar of Animated Graphics 2022-08-16T10:22:45Z
21 rethinking 1736 535 R 152 Statistical Rethinking course and book package 2022-08-12T12:08:42Z
22 investing 1726 114 R 0 Investing Returns on the Market as a Whole 2016-12-27T13:58:02Z
23 labs 1688 1857 R 16 Rmd source files for the HarvardX series PH525x 2022-07-10T14:51:47Z
24 stats337 1620 227 R 5 Readings in applied data science 2018-06-21T15:57:29Z
25 wesanderson 1611 124 R 11 A Wes Anderson color palette for R 2022-08-25T04:56:48Z
26 rayshader 1588 179 R 15 R Package for 2D and 3D mapping and data visualization 2022-05-12T05:41:26Z
27 mlr 1577 406 R 7 Machine Learning in R 2022-08-29T07:48:01Z
28 gt 1561 159 R 232 Easily generate information-rich, publication-quality tables from R 2022-09-04T21:40:55Z
29 DiagrammeR 1561 242 R 173 Graph and network visualization using tabular data in R 2022-03-18T15:45:09Z
30 ggstatsplot 1555 166 R 40 Enhancing {ggplot2} plots with statistical analysis 📊🎨📣 2022-09-03T11:57:40Z
31 seurat 1552 739 R 172 R toolkit for single cell genomics 2022-08-31T14:52:14Z
32 blogdown 1544 333 R 24 Create Blogs and Websites with R Markdown 2022-09-02T16:24:00Z
33 esquisse 1520 205 R 54 RStudio add-in to make plots interactively with ggplot2 2022-09-01T13:54:15Z
34 tofsims 1501 5 R 0 None 2017-11-29T19:16:12Z
35 caret 1461 627 R 138 caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models 2022-09-04T01:00:01Z
36 CausalImpact 1459 244 R 20 An R package for causal inference in time series 2022-06-21T18:27:12Z
37 reticulate 1455 311 R 440 R Interface to Python 2022-09-03T17:56:19Z
38 rvest 1348 333 R 26 Simple web scraping for R 2022-08-20T12:26:11Z
39 drake 1320 130 R 0 An R-focused pipeline toolkit for reproducibility and high-performance computing 2022-08-19T15:17:09Z
40 bbplot 1304 232 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 broom 1297 288 R 4 Convert statistical analysis objects from R into tidy format 2022-08-29T21:07:35Z
42 plumber 1279 242 R 112 Turn your R code into a web API. 2022-07-14T20:04:00Z
43 tidyverse 1268 268 R 10 Easily install and load packages from the tidyverse 2022-08-12T22:41:04Z
44 tensorflow 1257 323 R 35 TensorFlow for R 2022-06-29T17:25:53Z
45 ggthemes 1190 218 R 11 Additional themes, scales, and geoms for ggplot2 2021-09-21T00:50:32Z
46 rnaseq_tutorial 1179 602 R 1 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. 2021-04-06T03:03:04Z
47 tidyr 1174 395 R 31 Tidy Messy Data 2022-09-01T03:10:11Z
48 geocompr 1165 522 R 35 Open source book: Geocomputation with R 2022-09-03T07:08:28Z
49 janitor 1158 112 R 39 simple tools for data cleaning in R 2022-05-16T15:06:36Z
50 advanced-shiny 1090 372 R 0 🤹 Shiny tips & tricks for improving your apps and solving common problems 2021-09-27T18:50:51Z
51 r-color-palettes 1084 115 R 17 Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 2021-11-22T00:20:31Z
52 tidytext 1071 189 R 6 Text mining using tidy tools ✨📄✨ 2022-08-25T18:39:46Z
53 mastering-shiny 1066 481 R 38 Mastering Shiny: a book 2022-08-16T16:29:55Z
54 hrbrthemes 1056 90 R 23 🔏 Opinionated, typographic-centric ggplot2 themes and theme components 2022-09-04T10:46:38Z
55 purrr 1055 228 R 36 A functional programming toolkit for R 2022-09-04T14:43:40Z
56 brms 1046 149 R 100 brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan 2022-09-04T14:32:23Z
57 sf 1045 255 R 98 Simple Features for R 2022-09-04T05:30:08Z
58 swirl 1027 591 R 277 🌀 Learn R, in R. 2021-02-14T15:48:22Z
59 ggrepel 1021 90 R 36 📍 Repel overlapping text labels away from each other. 2022-06-20T17:59:45Z
60 forecast 1000 329 R 14 forecast package for R 2022-09-01T14:25:26Z