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) , Chapter 6 and the JSS paper (2021) .


Reference manual

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install.packages("validate")

1.1.7 by Mark van der Loo, 10 months ago


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


Report a bug at https://github.com/data-cleaning/validate/issues


Browse source code at https://github.com/cran/validate


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


Documentation:   PDF Manual  


GPL-3 license


Imports stats, graphics, grid, settings, yaml

Depends on methods

Suggests rsdmx, tinytest, knitr, bookdown, lumberjack, rmarkdown


Imported by One4All, dcmodify, deductive, rspa, validatesuggest.

Depended on by errorlocate, validatetools.

Suggested by VIM, accumulate, datamods, iNZightTools.


See at CRAN