24 citations · 39 across the 3 of their papers we have counts for
3 papers
cs.HC2025★ 1 cited
NoteFlow: Leveraging Charts as Sight Glasses for Consistent and Continuous Data Flow Tracing
Yuan Tian, Dazhen Deng, Sen Yang +5
Computational notebooks offer a flexible environment for exploratory data analysis (EDA), but this flexibility often leads to disorganized and iterative execution of notebook cells…
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,…