Visualizing the Scripts of Data Wrangling With Somnus

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 f...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics Jg. 29; H. 6; S. 2950 - 2964
Hauptverfasser:	Xiong, Kai, Fu, Siwei, Ding, Guoming, Luo, Zhongsu, Yu, Rong, Chen, Wei, Bao, Hujun, Wu, Yingcai
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.06.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Codes data transformation Data visualization Debugging Pipeline design Program understanding Python Semantics Task analysis Transformations Visualization visualization design
ISSN:	1077-2626, 1941-0506, 1941-0506
Online-Zugang:	Volltext
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