What's Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities

Ishita Prasad
Ishita Prasad
Austin Z. Henley
Austin Z. Henley
Anita Sarma
Anita Sarma

CHI '20: CHI Conference on Human Factors in Computing Systems Honolulu HI USA April, 2020, pp. 1-12, 2020.

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Abstract:

Computational notebooks - such as Azure, Databricks, and Jupyter - are a popular, interactive paradigm for data scientists to author code, analyze data, and interleave visualizations, all within a single document. Nevertheless, as data scientists incorporate more of their activities into notebooks, they encounter unexpected difficulties, ...More

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