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10 KiB
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Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 5779 | 1930 | R | 241 | An implementation of the Grammar of Graphics in R | 2023-02-09T19:17:44Z |
| 2 | awesome-R | 5362 | 1484 | R | 1 | A curated list of awesome R packages, frameworks and software. | 2022-11-25T14:44:27Z |
| 3 | shiny | 4908 | 1790 | R | 709 | Easy interactive web applications with R | 2023-01-25T17:24:53Z |
| 4 | dplyr | 4342 | 1485 | R | 28 | dplyr: A grammar of data manipulation | 2023-02-10T22:08:36Z |
| 5 | swirl_courses | 4019 | 7187 | R | 130 | 🎓 A collection of interactive courses for the swirl R package. | 2023-01-19T14:39:09Z |
| 6 | stat_rethinking_2022 | 3985 | 420 | R | 10 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 7 | ML_for_Hackers | 3636 | 2251 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 8 | AnomalyDetection | 3476 | 771 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 9 | data.table | 3227 | 948 | R | 983 | R's data.table package extends data.frame: | 2023-02-10T23:57:44Z |
| 10 | awesome-network-analysis | 2938 | 577 | R | 23 | A curated list of awesome network analysis resources. | 2022-05-01T09:10:04Z |
| 11 | rmarkdown | 2608 | 947 | R | 210 | Dynamic Documents for R | 2023-02-09T17:21:12Z |
| 12 | plotly.R | 2321 | 609 | R | 574 | An interactive graphing library for R | 2023-02-09T23:33:41Z |
| 13 | devtools | 2256 | 752 | R | 19 | Tools to make an R developer's life easier | 2023-02-10T22:01:42Z |
| 14 | knitr | 2239 | 855 | R | 127 | A general-purpose tool for dynamic report generation in R | 2023-02-11T11:07:38Z |
| 15 | patchwork | 2180 | 153 | R | 79 | The Composer of ggplots | 2022-08-19T09:07:33Z |
| 16 | nyc-taxi-data | 1895 | 559 | 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 |
| 17 | rethinking | 1883 | 562 | R | 174 | Statistical Rethinking course and book package | 2023-01-29T17:46:13Z |
| 18 | DataScienceR | 1881 | 884 | R | 0 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2022-04-29T23:59:53Z |
| 19 | gganimate | 1852 | 309 | R | 82 | A Grammar of Animated Graphics | 2022-09-20T18:47:14Z |
| 20 | benchm-ml | 1847 | 338 | 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.). | 2022-09-16T14:01:14Z |
| 21 | rayshader | 1800 | 194 | R | 11 | R Package for 2D and 3D mapping and data visualization | 2023-02-10T06:00:07Z |
| 22 | labs | 1749 | 1873 | R | 16 | Rmd source files for the HarvardX series PH525x | 2022-07-10T14:51:47Z |
| 23 | investing | 1731 | 114 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 24 | seurat | 1691 | 802 | R | 191 | R toolkit for single cell genomics | 2023-02-07T02:03:16Z |
| 25 | wesanderson | 1674 | 132 | R | 11 | A Wes Anderson color palette for R | 2022-08-25T04:56:48Z |
| 26 | ggstatsplot | 1646 | 171 | R | 51 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2023-02-10T10:37:09Z |
| 27 | gt | 1638 | 165 | R | 225 | Easily generate information-rich, publication-quality tables from R | 2023-02-12T02:16:00Z |
| 28 | stats337 | 1624 | 226 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 29 | DiagrammeR | 1608 | 240 | R | 180 | Graph and network visualization using tabular data in R | 2022-12-09T11:58:56Z |
| 30 | mlr | 1596 | 404 | R | 7 | Machine Learning in R | 2023-02-06T14:40:57Z |
| 31 | esquisse | 1593 | 212 | R | 68 | RStudio add-in to make plots interactively with ggplot2 | 2023-01-26T10:29:32Z |
| 32 | blogdown | 1593 | 333 | R | 25 | Create Blogs and Websites with R Markdown | 2023-01-27T02:31:01Z |
| 33 | CausalImpact | 1516 | 251 | R | 20 | An R package for causal inference in time series | 2022-11-09T18:54:48Z |
| 34 | caret | 1509 | 634 | R | 147 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2022-11-13T02:34:49Z |
| 35 | reticulate | 1502 | 318 | R | 463 | R Interface to Python | 2023-01-27T21:26:36Z |
| 36 | tofsims | 1490 | 5 | R | 0 | None | 2017-11-29T19:16:12Z |
| 37 | bbplot | 1391 | 240 | 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 |
| 38 | rvest | 1386 | 332 | R | 14 | Simple web scraping for R | 2023-01-16T22:35:21Z |
| 39 | tidyverse | 1342 | 270 | R | 2 | Easily install and load packages from the tidyverse | 2023-01-23T13:30:11Z |
| 40 | broom | 1329 | 293 | R | 6 | Convert statistical analysis objects from R into tidy format | 2023-02-04T02:54:36Z |
| 41 | drake | 1322 | 130 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2022-08-19T15:17:09Z |
| 42 | plumber | 1315 | 249 | R | 120 | Turn your R code into a web API. | 2023-01-26T07:56:08Z |
| 43 | tensorflow | 1276 | 323 | R | 39 | TensorFlow for R | 2022-12-20T13:55:22Z |
| 44 | geocompr | 1276 | 540 | R | 20 | Open source book: Geocomputation with R | 2023-02-10T00:40:27Z |
| 45 | ggthemes | 1218 | 220 | R | 11 | Additional themes, scales, and geoms for ggplot2 | 2022-10-21T04:38:46Z |
| 46 | tidyr | 1217 | 401 | R | 27 | Tidy Messy Data | 2023-01-26T14:50:45Z |
| 47 | rnaseq_tutorial | 1216 | 606 | R | 2 | 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 |
| 48 | janitor | 1208 | 119 | R | 28 | simple tools for data cleaning in R | 2023-02-08T21:16:31Z |
| 49 | r-color-palettes | 1172 | 117 | R | 19 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2021-11-22T00:20:31Z |
| 50 | stat_rethinking_2023 | 1140 | 97 | R | 4 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-02-10T13:22:39Z |
| 51 | mastering-shiny | 1122 | 514 | R | 46 | Mastering Shiny: a book | 2023-02-08T19:02:49Z |
| 52 | advanced-shiny | 1116 | 378 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 53 | purrr | 1112 | 236 | R | 9 | A functional programming toolkit for R | 2023-02-07T22:49:53Z |
| 54 | sf | 1110 | 262 | R | 132 | Simple Features for R | 2023-02-11T04:46:36Z |
| 55 | tidytext | 1108 | 189 | R | 7 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2023-01-08T00:05:07Z |
| 56 | hrbrthemes | 1100 | 88 | R | 25 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2022-09-04T10:46:38Z |
| 57 | brms | 1084 | 157 | R | 116 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2023-02-09T10:56:53Z |
| 58 | ggrepel | 1061 | 89 | R | 39 | 📍 Repel overlapping text labels away from each other. | 2023-01-24T16:14:12Z |
| 59 | swirl | 1055 | 593 | R | 279 | 🌀 Learn R, in R. | 2021-02-14T15:48:22Z |
| 60 | lintr | 1053 | 170 | R | 175 | Static Code Analysis for R | 2023-02-07T12:35:34Z |