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Maybe check this article "R Packages for Data Quality Assessments and Data Monitoring": www.mdpi.com/2076-3417/12...

A couple of other packages are addressed in this presentation nyhackr.blob.core.windows.net/presentation... #rstats

Mark van der Loo and Edwin Jonge have packages in that space plus previous (useR! and alike) conference presentations. Maybe start at arxiv.org/abs/2012.12028 and the `validate` package and its vignette andJSS paper?

validate, cran.r-project.org/web/packages... dataquieR, dataquality.qihs.uni-greifswald.de/vignettes.html data.validator, appsilon.github.io/data.validat...

Definitely checkmate (the best one), in the related work section is also a good overview journal.r-project.org/archive/2017...