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 SDMS 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] (<https://orcid.org/0000-0002-9807-4686>), Edwin de Jonge [aut] (<https://orcid.org/0000-0002-6580-4718>), Paul Hsieh [ctb]
MaintainerMark van der Loo <mark.vanderloo@gmail.com>
LicenseGPL-3
Version1.1.0
URL https://github.com/data-cleaning/validate
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("validate")

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validate documentation built on Oct. 7, 2021, 9:19 a.m.