Alexandra Volentir

Socially-Informed Jupyter Notebook Quality: A Role-and Lifecycle-Aware Metrics Framework

2025

Jupyter Notebooks are widely used in data science, education, and research for their ability to combine executable code with narrative and visualization. However, their interactive and exploratory nature often leads to quality concerns—such as inconsistent …