Monitor performance issues & errors in your code

1M Jupyter notebooks analyzed

Episode #171, published Sun, Jul 29, 2018, recorded Fri, Jul 6, 2018

Jupyter notebooks have transformed the way many developers and data scientists do their jobs. They offer a platform to not just explore but to explain data and computation.

But how are they *really* being used? Adam Rule is here to describe his research (and Ph.D. dissertation) which analyzed over 1M Juypter notebooks found in the wild.

Links from the show

Adam Rule:
1 Million Notebooks Paper (official):
1 Million Notebooks Paper (pre-print):
Analysis Notebooks for Paper:
Dataset for Paper:
Atlantic Article - The Scientific Paper is Obsolete:
Episode transcripts:

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Adam Rule
Adam Rule
Adam Rule is a Human-Computer Interaction (HCI) researcher and recent PhD graduate with the Design Lab at UC San Diego. His work explores how people use computational notebooks like Jupyter Notebook to analyze data and share their results.
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