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>.

Package details

AuthorMark van der Loo [cre, aut] (<>), Edwin de Jonge [aut] (<>), Paul Hsieh [ctb]
MaintainerMark van der Loo <>
Package repositoryView on CRAN
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validate documentation built on March 31, 2023, 6:27 p.m.