117 citations · 172 across the 9 of their papers we have counts for
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cs.DB2022
AI Assistants: A Framework for Semi-Automated Data Wrangling
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal +3
Data wrangling tasks such as obtaining and linking data from various sources, transforming data formats, and correcting erroneous records, can constitute up to 80% of typical data…
cs.DB2018★ 40 cited
Wrangling Messy CSV Files by Detecting Row and Type Patterns
Gerrit J. J. van den Burg, Alfredo Nazabal, Charles Sutton
It is well known that data scientists spend the majority of their time on preparing data for analysis. One of the first steps in this preparation phase is to load the data from the…