crandep: Network Analysis of Dependencies of CRAN Packages (original) (raw)
The dependencies of CRAN packages can be analysed in a network fashion. For each package we can obtain the packages that it depends, imports, suggests, etc. By iterating this procedure over a number of packages, we can build, visualise, and analyse the dependency network, enabling us to have a bird's-eye view of the CRAN ecosystem. One aspect of interest is the number of reverse dependencies of the packages, or equivalently the in-degree distribution of the dependency network. This can be fitted by the power law and/or an extreme value mixture distribution <doi:10.1111/stan.12355>, of which functions are provided.
| Version: | 0.3.13 |
|---|---|
| Depends: | R (≥ 3.4) |
| Imports: | stringr, dplyr, igraph, Rcpp, pracma, gsl, utils, tools, stats |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | ggplot2, tibble, visNetwork, knitr, rmarkdown |
| Published: | 2025-06-16 |
| DOI: | 10.32614/CRAN.package.crandep |
| Author: | Clement Lee |
| Maintainer: | Clement Lee <clement.lee.tm at outlook.com> |
| BugReports: | https://github.com/clement-lee/crandep/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/clement-lee/crandep |
| NeedsCompilation: | yes |
| SystemRequirements: | pandoc (>= 1.12.3) - http://pandoc.org |
| Materials: | README, NEWS |
| CRAN checks: | crandep results |
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