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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>.
Getting started
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Package details |
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| Author | Mark 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] |
| Maintainer | Mark van der Loo <mark.vanderloo@gmail.com> |
| License | GPL-3 |
| Version | 1.1.5 |
| URL | https://github.com/data-cleaning/validate |
| Package repository | View on CRAN |
| Installation |
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