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Analysis of domain-specific languages for data analysis workflows reveals challenges for sharing and adapting workflows.
Data analysis workflows (DAWs) are widely used in the scientific world. However, different communities created a plethora of domainspecific languages (DSLs) to specify their DAWs. Consequently, across DSLs, it is hard to perform operations on DAWs such as share, port, compare, re-use, adapt, or even merge. Thus, we have analyzed DAW specification languages and created a unified DAW metamodel to better understand the different DAW specification languages.
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Müller et al. (2026) studied this question.
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