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r-validate

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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. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, chapter 6.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-validate

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Summary

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. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, chapter 6.

Last Updated

Dec 11, 2025 at 11:59

License

GPL-3.0-only

Total Downloads

157.9K

Supported Platforms

linux-64
macOS-64
win-64