validata: Validate Data Frames

Functions for validating the structure and properties of data frames. Answers essential questions about a data set after initial import or modification. What are the unique or missing values? What columns form a primary key? What are the properties of the numeric or categorical columns? What kind of overlap or mapping exists between 2 columns?

Version:	0.1.1
Depends:	R (≥ 2.10)
Imports:	dplyr, stringr, janitor, rlang, tidyselect, purrr, magrittr, tidyr, tibble, gtools, listviewer, data.table, scales, utils, framecleaner, badger, rlist
Suggests:	knitr, rmarkdown, testit
Published:	2026-02-26
DOI:	10.32614/CRAN.package.validata
Author:	Harrison Tietze [aut, cre]
Maintainer:	Harrison Tietze <Harrison4192 at gmail.com>
BugReports:	https://github.com/Harrison4192/validata/issues
License:	MIT + file LICENSE
URL:	https://harrison4192.github.io/validata/, https://github.com/Harrison4192/validata
NeedsCompilation:	no
Materials:	README, NEWS
CRAN checks:	validata results

Documentation:

Reference manual:	validata.html , validata.pdf
Vignettes:	validata (source, R code)

Downloads:

Package source:	validata_0.1.1.tar.gz
Windows binaries:	r-devel: validata_0.1.1.zip, r-release: validata_0.1.1.zip, r-oldrel: validata_0.1.1.zip
macOS binaries:	r-release (arm64): validata_0.1.1.tgz, r-oldrel (arm64): validata_0.1.1.tgz, r-release (x86_64): validata_0.1.1.tgz, r-oldrel (x86_64): validata_0.1.1.tgz
Old sources:	validata archive

Reverse dependencies:

Reverse imports:

TidyConsultant

Linking:

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