Lazar Milikić

A Static Analysis Framework for Data Science Notebooks

2021 · arXiv (Cornell University)

Notebooks provide an interactive environment for programmers to develop code, analyse data and inject interleaved visualizations in a single environment. Despite their flexibility, a major pitfall that data scientists encounter is unexpected behaviour caused by …