Bonnie E John

schoolBloomberg L.P.bar_chart#5841 Global Rank

Total Papers

HCI Rank

#5841

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Years Active

Recent Publications

Towards Effective Foraging by Data Scientists to Find Past Analysis Choices

Data scientists are responsible for the analysis decisions they make, but it is hard for them to track the process by which they achieved a result. Even when data scientists keep logs, it is onerous to make sense of the resulting large number of history records full of overlapping variants of code, output, plots, etc.…

CHI '184th AuthorInteractive Data Visualization +1

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…

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