Package: validate Maintainer: Mark van der Loo License: GPL-3 Title: Data Validation Infrastructure LazyData: no Type: Package LazyLoad: yes Authors@R: c(person("Mark", "van der Loo" , role = c("cre","aut") , email = "mark.vanderloo@gmail.com" , comment= c(ORCID="0000-0002-9807-4686")) , person("Edwin", "de Jonge" , role = "aut" , comment=c(ORCID="0000-0002-6580-4718")) , person("Paul","Hsieh" , role = "ctb" )) Description: 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) , Chapter 6 and the JSS paper (2021) . Version: 1.1.7 Depends: R (>= 3.5.0), methods URL: https://github.com/data-cleaning/validate BugReports: https://github.com/data-cleaning/validate/issues Imports: stats, graphics, grid, settings, yaml Suggests: rsdmx, tinytest (>= 0.9.6), knitr, bookdown, lumberjack, rmarkdown VignetteBuilder: knitr Collate: 'rule.R' 'sugar.R' 'validate_pkg.R' 'parse.R' 'expressionset.R' 'indicator.R' 'validator.R' 'confrontation.R' 'compare.R' 'factory.R' 'genericrules.R' 'lumberjack.R' 'plot.R' 'retailers.R' 'run_validation.R' 'sdmx.R' 'syntax.R' 'utils.R' 'yaml.R' RoxygenNote: 7.3.2 Encoding: UTF-8 Repository: https://data-cleaning.r-universe.dev Date/Publication: 2025-12-10 15:35:17 UTC RemoteUrl: https://github.com/data-cleaning/validate RemoteRef: HEAD RemoteSha: cb1e94528d3ede03776cb102bdf7017f821886c7 RemoteSubdir: pkg NeedsCompilation: yes Packaged: 2026-06-24 04:49:41 UTC; root Author: Mark van der Loo [cre, aut] (ORCID: ), Edwin de Jonge [aut] (ORCID: ), Paul Hsieh [ctb]