Revealing the Semantics of Data Wrangling Scripts With Comantics
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DOI: 10.1109/tvcg.2022.3209470
Abstract: Data workers usually seek to understand the semantics of data wrangling scripts in various scenarios, such as code debugging, reusing, and maintaining. However, the understanding is challenging for novice data workers due to the variety… read more here.
Keywords: semantics; wrangling scripts; data transformation; data wrangling ... See more keywords
Ferry: Toward Better Understanding of Input/Output Space for Data Wrangling Scripts
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2024.3456328
Abstract: Understanding the input and output of data wrangling scripts is crucial for various tasks like debugging code and onboarding new data. However, existing research on script understanding primarily focuses on revealing the process of data… read more here.
Keywords: input output; input; wrangling scripts; output space ... See more keywords