On the Reusability of Data Cleaning Workflows

The goal of data cleaning is to make fit for purpose, i.e., improve quality, through updates and transformations, such that downstream analyses can be conducted lead trustworthy results. A transparent reusable workflow save time effort automation, subsequent on new less errorprone. However, reusability workflows has received little no attention in the research community. We identify some challenges opportunities reusing workflows. present a high-level conceptual model clarify what we mean by propose ways along different dimensions. use opportunity presenting at IDCC invite community share their uses cases, experiences, desiderata reuse recipes order foster collaborations guide future work.