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.
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: adamrule.com
1 Million Notebooks Paper (official): dl.acm.org
1 Million Notebooks Paper (pre-print): adamrule.com/files
Analysis Notebooks for Paper: github.com/
Dataset for Paper: library.ucsd.edu
Atlantic Article - The Scientific Paper is Obsolete: theatlantic.com
Episode transcripts: talkpython.fm
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Michael on Mastodon: mkennedy
1 Million Notebooks Paper (official): dl.acm.org
1 Million Notebooks Paper (pre-print): adamrule.com/files
Analysis Notebooks for Paper: github.com/
Dataset for Paper: library.ucsd.edu
Atlantic Article - The Scientific Paper is Obsolete: theatlantic.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to Talk Python on YouTube: youtube.com
Talk Python on Bluesky: @talkpython.fm at bsky.app
Talk Python on Mastodon: talkpython
Michael on Bluesky: @mkennedy.codes at bsky.app
Michael on Mastodon: mkennedy
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