Visualizing the Scripts of Data Wrangling with SOMNUS
Kai Xiong,
Siwei Fu,
Guoming Ding
et al.
Abstract:Data workers use various scripting languages for data transformation, such as SAS, R, and Python. However, understanding intricate code pieces requires advanced programming skills, which hinders data workers from grasping the idea of data transformation at ease. Program visualization is beneficial for debugging and education and has the potential to illustrate transformations intuitively and interactively. In this paper, we explore visualization design for demonstrating the semantics of code pieces in the cont… Show more
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