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Fork It: Supporting Stateful Alternatives in Computational Notebooks

Nathaniel Weinman, Steven Mark Drucker, Titus Barik, Robert DeLine

2021Year
55Citations
25Top-tier citations

Abstract

Computational notebooks, which seamlessly interleave code with results, have become a popular tool for data scientists due to the iterative nature of exploratory tasks. However, notebooks provide a single execution state for users to manipulate through creating and manipulating variables. When exploring alternatives, data scientists must carefully create many-step manipulations in visually distant cells.

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