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Atlantic Article - The Scientific Paper is Obsolete: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:

--- Stay in touch with us ---
Subscribe to us on YouTube:
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy

Want to go deeper? Check out our courses

Talk Python's Mastodon Michael Kennedy's Mastodon