Validate Data Frames R package validata version 0.1.1 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? Software 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 Harrison Tietze <Harrison4192@gmail.com> Comprehensive R Archive Network (CRAN) Harrison Tietze [aut, cre] MIT + file LICENSE (https://CRAN.R-project.org/package=validata/LICENSE) 2026-02-26 application/tgz https://CRAN.R-project.org/package=validata doi:10.32614/CRAN.package.validata