42 citations · 125 across the 10 of their papers we have counts for
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cs.SE2022★ 14 cited
Revealing the Semantics of Data Wrangling Scripts With COMANTICS
Kai Xiong, Zhongsu Luo, Siwei Fu +3
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 i…
cs.HC2022★ 24 cited
Visualizing the Scripts of Data Wrangling with SOMNUS
Kai Xiong, Siwei Fu, Guoming Ding +5
Data workers use various scripting languages for data transformation, such as SAS, R, and Python. However, understanding intricate code pieces requires advanced programming skills,…