Mahima Arya

The Story in the Notebook: Exploratory Data Science using a Literate Programming Tool

Literate programming tools are used by millions of programmers today, and are intended to facilitate presenting data analyses in the form of a narrative. We interviewed 21 data scientists to study coding behaviors in a literate programming environment and how data scientists kept track of variants they explored. For p…