Loops : Leveraging Provenance and Visualization to Support Exploratory Data Analysis in Notebooks

Exploratory data science is an iterative process of obtaining, cleaning, profiling, analyzing, and interpreting data. This cyclical way of working creates challenges within the linear structure of computational notebooks, leading to issues with code quality, recall, and reproducibility. To remedy th...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on visualization and computer graphics. - 1996. - PP(2024) vom: 23. Sept.
1. Verfasser:	Eckelt, Klaus (VerfasserIn)
Weitere Verfasser:	Gadhave, Kiran, Lex, Alexander, Streit, Marc
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on visualization and computer graphics
Schlagworte:	Journal Article