Most Downloaded

Top downloaded packages packages from CRAN

Statistics

Analysis

The most downloaded R packages reveal a strong emphasis on data manipulation and visualization, with dplyr (data manipulation) and ggplot2 (visualization) leading the way. Supporting packages like tidyr (data tidying), tidyselect (data selection), and the overarching tidyverse ecosystem highlight the continued dominance of tidy data principles in R development. The popularity of vctrs suggests a focus on improving vector operations and type handling for enhanced performance and consistency.


Significant interest is shown in package development tools and infrastructure. Packages like rlang (metaprogramming), lifecycle (package lifecycle management), cli (command-line interface development), and withr (managing global state) indicate a growing need for robust tools to build and maintain high-quality R packages. The presence of R6 (object-oriented programming) and Rcpp (C++ integration) suggests a preference for efficient code and extending R's capabilities through external libraries.


Finally, there's a noticeable trend towards improved user experience and enhanced output. Packages such as glue (string interpolation), magrittr (piping), pillar (column formatting), knitr (report generation), rmarkdown (dynamic documents), htmltools (HTML generation), bslib (Bootstrap theming), fontawesome (icons), and colorspace (color manipulation) all contribute to creating more user-friendly interfaces and visually appealing outputs. The inclusion of jsonlite (JSON handling) and curl (web client) points to the increasing integration of R with web services and APIs.

Data provided by CRAN

Summary generated by Google Gemini Flash 1.5

Top downloads

The top downloads are the packages that were downloaded the most during the last day.

Data provided by CRAN