Data Validation Infrastructure [R package validate version 1.1.6]

validate: Data Validation Infrastructure

Declare data validation rules and data quality indicators; confront data with them and analyze or visualize the results. The package supports rules that are per-field, in-record, cross-record or cross-dataset. Rules can be automatically analyzed for rule type and connectivity. Supports checks implied by an SDMX DSD file as well. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, Chapter 6 and the JSS paper (2021) <doi:10.18637/jss.v097.i10>.

Version: 1.1.6

Depends: R (≥ 3.5.0), methods

Imports: stats, graphics, grid, settings, yaml

Suggests: rsdmx, tinytest (≥ 0.9.6), knitr, bookdown, lumberjack, rmarkdown

Published: 2025年11月14日

DOI: 10.32614/CRAN.package.validate

Author: Mark van der Loo ORCID iD [cre, aut], Edwin de Jonge ORCID iD [aut], Paul Hsieh [ctb]

Maintainer: Mark van der Loo <mark.vanderloo at gmail.com>

BugReports: https://github.com/data-cleaning/validate/issues

License: GPL-3

URL: https://github.com/data-cleaning/validate

NeedsCompilation: yes