Packages
93
Package authors
404
GitHub stars
1,211
CRAN downloads
16M
| Adherence to good practices | |
|---|---|
| Good practices as defined by rOpenSci dev guide, and Epiverse-TRACE blueprints. | |
| Sustainability | |
| Does not depend on deprecated packages XML, RCurl, RUnit, plyr, or reshape2 packages |
86% |
| Metadata | |
| Has Authors@R field |
84% |
| Uses a software forge Links to a software forge (Codeberg, Gitea, GitHub, GitLab) in `URL` or `BugReports` |
70% |
| Has ORCID in Author field |
46% |
| Has LICENSE.md |
31% |
| Documentation | |
| Uses Roxygen As indicated by the presence of the `RoxygenNote` field in `DESCRIPTION` |
83% |
| Has a knitr vignette |
57% |
| Has NEWS.md |
56% |
| Has README.Rmd |
45% |
| Uses pkgdown |
26% |
| Testing & CI | |
| Uses a testing framework As indicated by the presence of testthat, testit, unitizer, RUnit, tinytest in `Suggests` |
55% |
| Uses GitHub Actions |
47% |
| Community | |
| Has a contributing guide |
6% |
| Has a code of conduct |
6% |
References
The analysis was done using the R Statistical language (v4.4.1; R Core Team, 2024) on Ubuntu 22.04.4 LTS, using the packages pkgsearch (v3.1.3), stringi (v1.8.4), yaml (v2.3.8), lubridate (v1.9.3), glue (v1.7.0), gt (v0.10.1), report (v0.5.8), jsonlite (v1.8.8), askpass (v1.2.0), ggplot2 (v3.5.1), stringr (v1.5.1), dplyr (v1.1.4), purrr (v1.0.2.9000), scales (v1.3.0), tidyr (v1.3.1) and ctv (v0.9.5).
Citations
- Csárdi G, Salmon M (2023). pkgsearch: Search and Query CRAN R Packages. R package version 3.1.3, https://r-hub.github.io/pkgsearch/, https://github.com/r-hub/pkgsearch.
- Gagolewski M (2022). “stringi: Fast and portable character string processing in R.” Journal of Statistical Software, 103(2), 1-59. doi:10.18637/jss.v103.i02 https://doi.org/10.18637/jss.v103.i02.
- Garbett SP, Stephens J, Simonov K, Xie Y, Dong Z, Wickham H, Horner J, reikoch, Beasley W, O’Connor B, Warnes GR, Quinn M, Kamvar ZN (2023). yaml: Methods to Convert R Data to YAML and Back. R package version 2.3.8, https://github.com/vubiostat/r-yaml/.
- Grolemund G, Wickham H (2011). “Dates and Times Made Easy with lubridate.” Journal of Statistical Software, 40(3), 1-25. https://www.jstatsoft.org/v40/i03/.
- Hester J, Bryan J (2024). glue: Interpreted String Literals. R package version 1.7.0, https://github.com/tidyverse/glue, https://glue.tidyverse.org/.
- Iannone R, Cheng J, Schloerke B, Hughes E, Lauer A, Seo J (2024). gt: Easily Create Presentation-Ready Display Tables. R package version 0.10.1, https://github.com/rstudio/gt, https://gt.rstudio.com.
- Makowski D, Lüdecke D, Patil I, Thériault R, Ben-Shachar M, Wiernik B (2023). “Automated Results Reporting as a Practical Tool to Improve Reproducibility and Methodological Best Practices Adoption.” CRAN. https://easystats.github.io/report/.
- Ooms J (2014). “The jsonlite Package: A Practical and Consistent Mapping Between JSON Data and R Objects.” arXiv:1403.2805 [stat.CO]. https://arxiv.org/abs/1403.2805.
- Ooms J (2023). askpass: Password Entry Utilities for R, Git, and SSH. R package version 1.2.0, https://github.com/r-lib/askpass.
- R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.
- Wickham H (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. ISBN 978-3-319-24277-4, https://ggplot2.tidyverse.org.
- Wickham H (2023). stringr: Simple, Consistent Wrappers for Common String Operations. R package version 1.5.1, https://github.com/tidyverse/stringr, https://stringr.tidyverse.org.
- Wickham H, François R, Henry L, Müller K, Vaughan D (2023). dplyr: A Grammar of Data Manipulation. R package version 1.1.4, https://github.com/tidyverse/dplyr, https://dplyr.tidyverse.org.
- Wickham H, Henry L (????). purrr: Functional Programming Tools. R package version 1.0.2.9000, commit 870696c7d9f3208298ea84a36d813ffd28e59e49, https://github.com/tidyverse/purrr.
- Wickham H, Pedersen T, Seidel D (2023). scales: Scale Functions for Visualization. R package version 1.3.0, https://github.com/r-lib/scales, https://scales.r-lib.org.
- Wickham H, Vaughan D, Girlich M (2024). tidyr: Tidy Messy Data. R package version 1.3.1, https://github.com/tidyverse/tidyr, https://tidyr.tidyverse.org.
- Zeileis A, Bivand R, Eddelbuettel D, Hornik K, Vialaneix N (2023). “CRAN Task Views: The Next Generation.” arXiv 2305.17573, arXiv.org E-Print Archive. doi:10.48550/arXiv.2305.17573 https://doi.org/10.48550/arXiv.2305.17573. Zeileis A (2005). “CRAN Task Views.” R News, 5(1), 39-40. https://CRAN.R-project.org/doc/Rnews/.
Related
work
- Lluís Revilla Sancho’s blog posts about the CRAN ecosystem
- “Six degrees of Hadley Wickham: The CRAN co-authorship network”, by David Schoch
- “Historical Trends in R Package Structure and Interdependency on CRAN”, by Mark Padgham and Noam Ross
- “More than 25 years of CRAN” keynote at useR!2024 by Kurt Hornik
Authors and acknowledgements
This analysis was initially started by Hugo Gruson, before being picked up in an Epiverse hackathon at the WHO Collaboratory in Berlin in September 2023 by James Baker, Chathura Edirisuriya and Hugo Gruson. The final dashboard creation and automation was done by Hugo Gruson.
Additional contributions and reviews were provided by Chris Hartgerink.
Funding
Hugo Gruson was funded for this work by the Wellcome Trust 224140/Z/21/Z.