A System for Quantifying Data Science Workflows with Fine-Grained Procedural Logging and a Pilot Study

Jinjin Zhao, Avidgor Gal, Sanjay Krishnan

It is important for researchers to understand precisely how data scientists turn raw data into insights, including typical programming patterns, workflow, and methodology. This pap…