# Data Validation Packages and Tools in R ## Packages - [pointblank](https:/github.com/rich-iannone/pointblank) - [assertr](https://github.com/ropensci/assertr) - [assertthat](https://github.com/hadley/assertthat) - [checkmate](https://github.com/mllg/checkmate) - [ruler](https://github.com/echasnovski/ruler) - [ensurer](https://github.com/smbache/ensurer) - [tester](https://github.com/gastonstat/tester) - [sealr](https://github.com/uribo/sealr) - [validateIt](https://github.com/Luwei-Ying/validateIt) More leaned towards validation: - [naniar](https://github.com/njtierney/naniar) - [skimr](https://github.com/ropensci/skimr) - [validate](https://github.com/data-cleaning/validate) Miscellaneous/Related - [rstudio/shinyvalidate](https://github.com/rstudio/shinyvalidate) - [shinyFeedback](https://github.com/merlinoa/shinyFeedback) - [rjsonvalidate](https://github.com/ropensci/jsonvalidate) - [validator](https://github.com/manybabies/validator) - [lumberjack](https://github.com/markvanderloo/lumberjack): Track changes in data with ease - [Lumberjack-App](https://github.com/jcweaver5/ShinyApp-Lumberjack-App): The lumberjack-app is a Shiny Application that predicts tree volume in cubic feet from a linear model using data from the "trees" dataset in the R datasets package *** ## Appendix: Links - [[2-Areas/MOCs/R]] - [[Development]] - [[Data Engineering]] - [[Databases]] *Backlinks:* ```dataview list from [[R - Data Validation Packages]] AND -"Changelog" ```