# Trends on Github

## Packages by most stars

FriendsDontLetFriends | by cxli233 Friends don't let friends make certain types of data visualization - What are they and why are they bad. + 56 / 5508 |

ggplot2 | by tidyverse An implementation of the Grammar of Graphics in R + 10 / 6254 |

ggstatsplot | Enhancing {ggplot2} plots with statistical analysis ๐๐ฃ + 6 / 1885 |

dplyr | by tidyverse dplyr: A grammar of data manipulation + 5 / 4623 |

gt | by rstudio Easily generate information-rich, publication-quality tables from R + 5 / 1857 |

r4ds | by hadley R for data science: a book + 4 / 4295 |

plotly.R | by plotly An interactive graphing library for R + 4 / 2474 |

stat_rethinking_2023 | by rmcelreath Statistical Rethinking Course for Jan-Mar 2023 + 4 / 2099 |

seurat | by satijalab R toolkit for single cell genomics + 4 / 2053 |

awesome-R | by qinwf A curated list of awesome R packages, frameworks and software. + 3 / 5723 |

awesome-network-analysis | by briatte A curated list of awesome network analysis resources. + 3 / 3316 |

rmarkdown | by rstudio Dynamic Documents for R + 3 / 2773 |

rethinking | by rmcelreath Statistical Rethinking course and book package + 3 / 2047 |

blogdown | by rstudio Create Blogs and Websites with R Markdown + 3 / 1694 |

DiagrammeR | by rich-iannone Graph and network visualization using tabular data in R + 3 / 1669 |

reticulate | by rstudio R Interface to Python + 3 / 1607 |

purrr | by tidyverse A functional programming toolkit for R + 3 / 1209 |

shiny | by rstudio Easy interactive web applications with R + 2 / 5199 |

swirl_courses | by swirldev :mortar_board: A collection of interactive courses for the swirl R package. + 2 / 4188 |

patchwork | by thomasp85 The Composer of ggplots + 2 / 2353 |

knitr | by yihui A general-purpose tool for dynamic report generation in R + 2 / 2334 |

rayshader | R Package for 2D and 3D mapping and data visualization + 2 / 1984 |

DataScienceR | by ujjwalkarn a curated list of R tutorials for Data Science, NLP and Machine Learning + 2 / 1959 |

gganimate | by thomasp85 A Grammar of Animated Graphics + 2 / 1918 |

wesanderson | by karthik A Wes Anderson color palette for R + 2 / 1834 |

geocompr | by geocompx Geocomputation with R: an open source book + 2 / 1456 |

r-color-palettes | Comprehensive list of color palettes available in R โค๏ธ๐งก๐๐๐๐ + 2 / 1392 |

tidyr | by tidyverse Tidy Messy Data + 2 / 1319 |

mastering-shiny | by hadley Mastering Shiny: a book + 2 / 1275 |

ComplexHeatmap | by jokergoo Make Complex Heatmaps + 2 / 1204 |

vitae | R Markdown Rรฉsumรฉs and CVs + 2 / 1157 |

statistics-for-data-scientists | by andrewgbruce Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" + 2 / 1072 |

ggraph | by thomasp85 Grammar of Graph Graphics + 2 / 1032 |

clusterProfiler | by YuLab-SMU :bar_chart: A universal enrichment tool for interpreting omics data + 2 / 921 |

targets | by ropensci Function-oriented Make-like declarative workflows for R + 2 / 847 |

devtools | by r-lib Tools to make an R developer's life easier + 1 / 2344 |

nyc-taxi-data | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database + 1 / 1958 |

esquisse | by dreamRs RStudio add-in to make plots interactively with ggplot2 + 1 / 1720 |

mlr | by mlr-org Machine Learning in R + 1 / 1623 |

tidyverse | by tidyverse Easily install and load packages from the tidyverse + 1 / 1574 |

bbplot | by bbc R package that helps create and export ggplot2 charts in the style used by the BBC News data team + 1 / 1515 |

janitor | by sfirke simple tools for data cleaning in R + 1 / 1327 |

sf | by r-spatial Simple Features for R + 1 / 1252 |

brms | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan + 1 / 1212 |

hrbrthemes | by hrbrmstr :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components + 1 / 1181 |

ggrepel | by slowkow :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. + 1 / 1179 |

tidytext | by juliasilge Text mining using tidy tools :sparkles::page_facing_up::sparkles: + 1 / 1150 |

lintr | by r-lib Static Code Analysis for R + 1 / 1137 |

r-source | by wch Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. + 1 / 1079 |

MetBrewer | by BlakeRMills Color palette package in R inspired by works at the Metropolitan Museum of Art in New York + 1 / 1022 |

easystats | by easystats :milky_way: The R easystats-project + 1 / 991 |

readr | by tidyverse Read flat files (csv, tsv, fwf) into R + 1 / 985 |

circlize | by jokergoo Circular visualization in R + 1 / 928 |

future | :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone + 1 / 926 |

BanditsBook | Code for my book on Multi-Armed Bandit Algorithms + 1 / 881 |

ggthemr | Themes for ggplot2. + 1 / 867 |

golem | by ThinkR-open A Framework for Building Robust Shiny Apps + 1 / 866 |

fasteR | by matloff Fast Lane to Learning R! + 1 / 854 |

text2vec | by dselivanov Fast vectorization, topic modeling, distances and GloVe word embeddings in R. + 1 / 837 |

gptstudio | by MichelNivard GPT RStudio addins that enable GPT assisted coding, writing & analysis + 1 / 831 |

stat_rethinking_2022 | by rmcelreath Statistical Rethinking course winter 2022 (no change) / 4100 |

ML_for_Hackers | Code accompanying the book "Machine Learning for Hackers" (no change) / 3652 |

AnomalyDetection | by twitter Anomaly Detection with R (no change) / 3529 |

labs | Rmd source files for the HarvardX series PH525x (no change) / 1921 |

benchm-ml | by szilard 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.). (no change) / 1862 |

investing | by zonination Investing Returns on the Market as a Whole (no change) / 1737 |

stats337 | by hadley Readings in applied data science (no change) / 1617 |

tofsims | by fossasia null (no change) / 1493 |

rvest | by tidyverse Simple web scraping for R (no change) / 1453 |

broom | by tidymodels Convert statistical analysis objects from R into tidy format (no change) / 1398 |

plumber | by rstudio Turn your R code into a web API. (no change) / 1353 |

drake | by ropensci An R-focused pipeline toolkit for reproducibility and high-performance computing (no change) / 1327 |

tensorflow | by rstudio TensorFlow for R (no change) / 1313 |

rnaseq_tutorial | by griffithlab 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. (no change) / 1298 |

ggthemes | by jrnold Additional themes, scales, and geoms for ggplot2 (no change) / 1282 |

advanced-shiny | by daattali ๐คน Shiny tips & tricks for improving your apps and solving common problems (no change) / 1170 |

swirl | by swirldev :cyclone: Learn R, in R. (no change) / 1088 |

forecast | by robjhyndman Forecasting Functions for Time Series and Linear Models (no change) / 1085 |

ggpubr | by kassambara 'ggplot2' Based Publication Ready Plots (no change) / 1068 |

rstan | by stan-dev RStan, the R interface to Stan (no change) / 991 |

httr | by r-lib httr: a friendly http package for R (no change) / 978 |

magrittr | by tidyverse Improve the readability of R code with the pipe (no change) / 951 |

renv | by rstudio renv: Project environments for R. (no change) / 950 |

performance | by easystats :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) (no change) / 938 |

sparklyr | by sparklyr R interface for Apache Spark (no change) / 922 |

gtsummary | by ddsjoberg Presentation-Ready Data Summary and Analytic Result Tables (no change) / 916 |

generativeart | by cutterkom Create Generative Art with R (no change) / 883 |

datapasta | by MilesMcBain On top of spaghetti, all covered in cheese.... (no change) / 879 |

pagedown | by rstudio Paginate the HTML Output of R Markdown with CSS for Print (no change) / 860 |

testthat | by r-lib An R ๐ฆ to make testing ๐ (no change) / 860 |

rappor | by google RAPPOR: Privacy-Preserving Reporting Algorithms (no change) / 855 |

slidify | by ramnathv Generate reproducible html5 slides from R markdown (no change) / 845 |

modelsummary | Beautiful and customizable model summaries in R. (no change) / 835 |

paletteer | ๐จ๐จ๐จ Collection of most color palettes in a single R package (no change) / 831 |

data.table | by Rdatatable R's data.table package extends data.frame: -1 / 3451 |

CausalImpact | by google An R package for causal inference in time series -1 / 1638 |

caret | by topepo caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models -1 / 1576 |

tinytex | by rstudio A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live -1 / 912 |

ggforce | by thomasp85 Accelerating ggplot2 -1 / 898 |

mlr3 | by mlr-org mlr3: Machine Learning in R - next generation -1 / 864 |