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Author

Dr. Joscelin Rocha-Hidalgo

Published

April 22, 2025

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Pckages for Exploratory Data Analysis💯

What is this?

This is a list of all the packages mentioned in the “The Landscape of R Packages for Automated Exploratory Data Analysis” article by Mateusz Staniak & Przemysław Biecek. Check the paper out!

  1. The arsenal package (Heinzen et al., 2019): https://cran.r-project.org/web/packages/arsenal/arsenal.pdf
  2. The autoEDA package (Horn, 2018a): https://github.com/XanderHorn/autoEDA
  3. The DataExplorer (Cui, 2019): https://cran.r-project.org/package=DataExplorer
  4. The dataMaid (Petersen and Ekstrom, 2018): https://cran.r-project.org/package=dataMaid
  5. The dlookr (Ryu, 2019) package: https://cran.r-project.org/package=dlookr
  6. The ExPanDaR package (Gassen, 2018): https://github.com/joachim-gassen/ExPanDaR
  7. The explore package (Krasser, 2019): https://cran.r-project.org/package=explore
  8. The exploreR package (Coates, 2016): https://cran.r-project.org/package=exploreR
  9. The package funModeling (Casas, 2019): https://cran.r-project.org/package=funModeling
  10. The inspectdf package (Rushworth, 2019): https://cran.r-project.org/package=inspectdf
  11. The RtutoR package (Nair, 2018a): https://cran.r-project.org/package=RtutoR
  12. The SmartEDA package (Ubrangala et al., 2018): https://cran.r-project.org/package=SmartEDA
  13. The summarytools package (Comtois, 2019): https://cran.r-project.org/package=summarytools
  14. The package visdat (Tierney, 2017): https://cran.r-project.org/web/packages/visdat/index.html
  15. The xray (Seibelt, 2017) package: https://cran.r-project.org/package=xray
  16. The package tableone (Yoshida and Bohn., 2018): https://cran.r-project.org/package=tableone
  17. The describe function from describer package (Hendricks, 2015): https://cran.r-project.org/package=describer
  18. The skimr (Quinn et al., 2019) package: https://cran.r-project.org/package=skimr
  19. The prettyR (Lemon and Grosjean, 2018) package: https://cran.r-project.org/package=prettyR
  20. The package Hmisc (Harrell Jr et al., 2019) Describe function: https://cran.r-project.org/package=Hmisc
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