Monitor performance issues & errors in your code

Understanding Pandas visually with PandasTutor

Episode #358, published Fri, Mar 25, 2022, recorded Mon, Feb 28, 2022

Pandas is a great library that allows you to accomplish a ton of filtering and processing in condensed syntax. But how well do you understand what's happening? Sam Lau and Philip Guo built a great site to help use visually explore how Pandas is processing your dataset with your specific syntax. It's called PandasTutor, and Sam is here to tell us about it.

Watch this episode on YouTube
Play on YouTube
Watch the live stream version


Links from the show

Sam Lau: samlau.me
Sam on Twitter: @samlau95
PandasTutor: pandastutor.com
PythonTutor: pythontutor.com
Principles and Techniques of Data Science book: textbook.ds100.org
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
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