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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 4593 | 1667 | R | 222 | An implementation of the Grammar of Graphics in R | 2020-09-06T22:16:52Z |
| 2 | awesome-R | 4210 | 1350 | R | 1 | A curated list of awesome R packages, frameworks and software. | 2020-09-03T12:32:28Z |
| 3 | shiny | 3949 | 1629 | R | 588 | Easy interactive web applications with R | 2020-09-04T17:15:42Z |
| 4 | ML_for_Hackers | 3558 | 2244 | R | 35 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 5 | dplyr | 3473 | 1296 | R | 59 | dplyr: A grammar of data manipulation | 2020-09-04T14:01:21Z |
| 6 | swirl_courses | 3442 | 6743 | R | 149 | 🎓 A collection of interactive courses for the swirl R package. | 2020-07-02T19:37:48Z |
| 7 | AnomalyDetection | 3241 | 729 | R | 71 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 8 | r4ds | 2529 | 3117 | R | 142 | R for data science: a book | 2020-09-01T01:51:55Z |
| 9 | bookdown | 2102 | 890 | R | 125 | Authoring Books and Technical Documents with R Markdown | 2020-09-03T16:37:34Z |
| 10 | awesome-network-analysis | 2024 | 436 | R | 20 | A curated list of awesome network analysis resources. | 2020-08-26T19:08:13Z |
| 11 | devtools | 1986 | 698 | R | 21 | Tools to make an R developer's life easier | 2020-09-02T17:47:12Z |
| 12 | knitr | 1951 | 796 | R | 132 | A general-purpose tool for dynamic report generation in R | 2020-09-07T02:18:40Z |
| 13 | rmarkdown | 1897 | 795 | R | 168 | Dynamic Documents for R | 2020-09-07T02:48:20Z |
| 14 | benchm-ml | 1784 | 332 | 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.). | 2019-08-19T04:22:47Z |
| 15 | plotly | 1781 | 571 | R | 383 | An interactive graphing library for R | 2020-07-31T17:28:28Z |
| 16 | investing | 1723 | 114 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 17 | nyc-taxi-data | 1690 | 518 | R | 0 | Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database | 2020-08-02T15:16:24Z |
| 18 | patchwork | 1630 | 132 | R | 27 | The Composer of ggplots | 2020-06-22T17:33:39Z |
| 19 | stats337 | 1614 | 237 | R | 7 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 20 | gganimate | 1596 | 281 | R | 126 | A Grammar of Animated Graphics | 2020-06-30T12:10:49Z |
| 21 | DataScienceR | 1578 | 834 | R | 3 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2018-04-18T00:01:52Z |
| 22 | mlr | 1423 | 385 | R | 16 | Machine Learning in R | 2020-08-18T06:55:23Z |
| 23 | ESL-CN | 1370 | 377 | R | 84 | The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。 | 2020-09-03T15:10:05Z |
| 24 | DiagrammeR | 1363 | 212 | R | 132 | Graph and network visualization using tabular data in R. | 2020-07-07T19:47:40Z |
| 25 | labs | 1353 | 1697 | R | 18 | Rmd source files for the HarvardX series PH525x | 2020-08-21T18:32:08Z |
| 26 | wesanderson | 1246 | 100 | R | 13 | A Wes Anderson color palette for R | 2020-01-30T07:50:54Z |
| 27 | caret | 1237 | 571 | R | 104 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2020-08-19T19:46:16Z |
| 28 | rayshader | 1233 | 139 | R | 30 | R Package for 2D and 3D mapping and data visualization | 2020-08-28T22:31:39Z |
| 29 | blogdown | 1207 | 275 | R | 17 | Create Blogs and Websites with R Markdown | 2020-06-23T19:56:47Z |
| 30 | drake | 1199 | 128 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2020-09-03T14:56:27Z |
| 31 | tensorflow | 1196 | 318 | R | 26 | TensorFlow for R | 2020-07-30T16:56:56Z |
| 32 | rvest | 1177 | 300 | R | 42 | Simple web scraping for R | 2020-07-27T12:35:16Z |
| 33 | rethinking | 1168 | 369 | R | 141 | Statistical Rethinking course and book package | 2020-09-04T13:29:32Z |
| 34 | CausalImpact | 1159 | 206 | R | 22 | An R package for causal inference in time series | 2019-12-26T15:34:41Z |
| 35 | reticulate | 1155 | 234 | R | 299 | R Interface to Python | 2020-09-04T05:42:15Z |
| 36 | gt | 1132 | 107 | R | 232 | Easily generate information-rich, publication-quality tables from R | 2020-09-03T20:17:18Z |
| 37 | tofsims | 1096 | 4 | R | 0 | None | 2017-11-29T19:16:12Z |
| 38 | plumber | 1083 | 205 | R | 132 | Turn your R code into a web API. | 2020-09-04T16:36:35Z |
| 39 | bbplot | 1077 | 182 | R | 13 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 2019-03-19T02:15:52Z |
| 40 | ggthemes | 1067 | 205 | R | 7 | Additional themes, scales, and geoms for ggplot2 | 2020-06-19T09:13:59Z |
| 41 | broom | 999 | 275 | R | 113 | Convert statistical analysis objects from R into tidy format | 2020-09-04T21:17:49Z |
| 42 | rnaseq_tutorial | 972 | 513 | R | 14 | 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. | 2020-06-19T21:57:59Z |
| 43 | esquisse | 965 | 126 | R | 42 | RStudio add-in to make plots with ggplot2 | 2020-08-07T16:30:43Z |
| 44 | tidyr | 926 | 366 | R | 54 | Easily tidy data with spread and gather functions. | 2020-08-27T12:33:30Z |
| 45 | tidyverse | 917 | 203 | R | 14 | Easily install and load packages from the tidyverse | 2020-07-04T22:26:58Z |
| 46 | advanced-shiny | 914 | 321 | R | 1 | Shiny tips & tricks for improving your apps and solving common problems | 2019-10-25T02:56:22Z |
| 47 | tidytext | 913 | 176 | R | 5 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2020-07-11T21:58:54Z |
| 48 | swirl | 911 | 578 | R | 240 | 🌀 Learn R, in R. | 2020-01-16T21:08:01Z |
| 49 | purrr | 901 | 208 | R | 94 | A functional programming toolkit for R | 2020-08-10T11:26:38Z |
| 50 | seurat | 877 | 474 | R | 66 | R toolkit for single cell genomics | 2020-09-04T22:53:45Z |
| 51 | janitor | 864 | 87 | R | 48 | simple tools for data cleaning in R | 2020-08-18T14:28:08Z |
| 52 | httr | 862 | 1986 | R | 43 | httr: a friendly http package for R | 2020-09-04T20:05:29Z |
| 53 | forecast | 852 | 296 | R | 18 | forecast package for R | 2020-09-03T02:28:11Z |
| 54 | slidify | 830 | 354 | R | 181 | Generate reproducible html5 slides from R markdown | 2016-08-02T03:54:45Z |
| 55 | hrbrthemes | 803 | 73 | R | 20 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2020-07-26T15:42:36Z |
| 56 | magrittr | 792 | 142 | R | 21 | Improve the readability of R code with the pipe | 2020-08-26T09:17:16Z |
| 57 | readr | 778 | 250 | R | 109 | Read flat files (csv, tsv, fwf) into R | 2020-09-03T14:10:15Z |
| 58 | geocompr | 774 | 354 | R | 25 | Open source book: Geocomputation with R | 2020-09-04T06:23:46Z |
| 59 | sf | 766 | 200 | R | 33 | Simple Features for R | 2020-09-04T08:20:43Z |
| 60 | ggrepel | 766 | 84 | R | 24 | 📍 Repel overlapping text labels away from each other. | 2020-07-23T20:19:33Z |
| 61 | lintr | 763 | 136 | R | 111 | Static Code Analysis for R | 2020-09-02T20:50:13Z |
| 62 | googlesheets | 757 | 193 | R | 92 | Google Spreadsheets R API | 2020-04-21T19:00:37Z |
| 63 | brms | 752 | 100 | R | 85 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2020-09-06T19:20:51Z |
| 64 | sparklyr | 752 | 274 | R | 471 | R interface for Apache Spark | 2020-09-04T19:20:31Z |
| 65 | r-source | 747 | 219 | 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. | 2020-09-06T15:12:22Z |
| 66 | ggraph | 746 | 87 | R | 67 | Grammar of Graph Graphics | 2020-05-27T08:29:04Z |
| 67 | BanditsBook | 724 | 241 | R | 8 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |
| 68 | rappor | 719 | 139 | R | 36 | RAPPOR: Privacy-Preserving Reporting Algorithms | 2019-08-23T22:12:08Z |
| 69 | MLPB | 707 | 274 | R | 0 | Machine Learning Problem Bible | Problem Set Here >> | 2019-11-29T23:46:03Z |
| 70 | text2vec | 688 | 115 | R | 13 | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 2020-04-18T05:57:23Z |
| 71 | testthat | 682 | 270 | R | 11 | An R 📦 to make testing 😀 | 2020-09-05T09:53:45Z |
| 72 | ggvis | 670 | 184 | R | 193 | Interactive grammar of graphics for R | 2020-08-13T18:12:46Z |
| 73 | future | 670 | 63 | R | 98 | 🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2020-09-05T22:02:40Z |
| 74 | htmlwidgets | 666 | 193 | R | 115 | HTML Widgets for R | 2020-09-04T17:47:50Z |
| 75 | ggthemr | 657 | 87 | R | 7 | Themes for ggplot2. | 2020-03-11T12:14:33Z |
| 76 | keras | 655 | 249 | R | 109 | R Interface to Keras | 2020-08-18T12:44:14Z |
| 77 | datapasta | 653 | 47 | R | 21 | On top of spaghetti, all covered in cheese.... | 2020-03-09T22:40:45Z |
| 78 | ProgrammingAssignment2 | 652 | 131497 | R | 3610 | Repository for Programming Assignment 2 for R Programming on Coursera | 2020-09-06T17:14:15Z |
| 79 | statistics-for-data-scientists | 650 | 466 | R | 12 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2020-07-08T18:34:27Z |
| 80 | SparkR-pkg | 646 | 339 | R | 21 | R frontend for Spark | 2016-06-10T21:42:55Z |
| 81 | perceptions | 637 | 85 | R | 0 | Perceptions of Probability and Numbers | 2017-08-25T14:34:20Z |
| 82 | mastering-shiny | 632 | 190 | R | 40 | Mastering Shiny: a book | 2020-09-02T13:05:34Z |
| 83 | ggpubr | 628 | 102 | R | 57 | 'ggplot2' Based Publication Ready Plots | 2020-08-30T14:08:18Z |
| 84 | RStartHere | 626 | 228 | R | 8 | A guide to some of the most useful R Packages that we know about | 2019-09-16T16:42:30Z |
| 85 | ggmap | 611 | 219 | R | 101 | A package for plotting maps in R with ggplot2 | 2020-06-17T18:52:40Z |
| 86 | quanteda | 607 | 149 | R | 78 | An R package for the Quantitative Analysis of Textual Data | 2020-08-28T08:10:06Z |
| 87 | r-color-palettes | 593 | 69 | R | 7 | Comprehensive list of color palettes available in r ❤️🧡💛💚💙💜 | 2020-06-15T02:08:51Z |
| 88 | waffle | 578 | 74 | R | 37 | 🍁 Make waffle (square pie) charts in R | 2019-08-21T12:34:33Z |
| 89 | opencpu | 576 | 101 | R | 86 | OpenCPU system for embedded scientific computation and reproducible research | 2020-07-05T09:33:40Z |
| 90 | tidyquant | 575 | 143 | R | 64 | Bringing financial analysis to the tidyverse | 2020-08-14T20:38:31Z |
| 91 | ggforce | 571 | 69 | R | 82 | Accelerating ggplot2 | 2020-07-03T10:15:07Z |
| 92 | addinslist | 569 | 110 | R | 1 | Discover and install useful RStudio addins | 2020-05-11T17:07:40Z |
| 93 | circlize | 568 | 102 | R | 13 | Circular visualization in R | 2020-08-17T19:32:34Z |
| 94 | ProjectTemplate | 563 | 158 | R | 21 | A template utility for R projects that provides a skeletal project. | 2020-09-02T18:04:55Z |
| 95 | formattable | 560 | 70 | R | 50 | Formattable Data Structures | 2020-04-25T12:18:31Z |
| 96 | highcharter | 552 | 125 | R | 143 | R wrapper for highcharts | 2020-08-30T00:16:08Z |
| 97 | engsoccerdata | 552 | 165 | R | 16 | English and European soccer results 1871-2019 | 2020-04-12T12:18:45Z |
| 98 | usethis | 551 | 186 | R | 56 | Set up commonly used 📦 components | 2020-09-02T22:37:36Z |
| 99 | ComplexHeatmap | 550 | 136 | R | 37 | Make Complex Heatmaps | 2020-09-05T11:26:54Z |
| 100 | networkD3 | 545 | 252 | R | 71 | D3 JavaScript Network Graphs from R | 2020-02-25T13:41:42Z |