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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.
Citation | validate citation info |
github.com/data-cleaning/validate | |
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