Open-source application aids domain experts in specifying and analyzing data quality, indicating better data practices.
Constrainify is an open-source web application that enables domain experts (i.e. professionals working in specific application domains, such as the Digital Humanities) to specify and analyze data quality without requiring advanced technical skills. T
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Matoni et al. (2026) studied this question.
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