README.md

Tidy Tuesday: Translations from R to Python

date	name	links
2019-02-19	US Phds	notebook | folder
2019-02-26	French Trains	notebook | screencast | folder
2019-03-05	Women in the Workforce	notebook | screencast | | folder | folder (app)
2019-03-12	Board Games	notebook | screencast | | folder

Tidy Tuesday: Hour-long Python Analyses

date	name	links
2020-03-03	Hockey Goals	notebook | dashboard | screencast
2020-04-21	GDPR fines	notebook | screencast

Frequently Asked Questions

How do you create tabbed notebooks?

I made a quick library called nbtabs! https://github.com/machow/nbtabs. It haven't put much into documenting and sharing it, but if you're interested in using it, let me know.

Why screencast?

Screencasting is very similar to a method used in expertise research called the think-aloud method. This method is very helpful for understanding how novices and experts approach different problems. With written tutorials, learners don't get to see all the effort people put into figuring out the final code. This is very different from the real world, where data scientists are constantly dealing with surprising and unexpected aspects of their data!

dependencies

Generally, most notebooks use...

• qgrid (requires manual step)
• ipywidgets (requires manual step)
• pandas
• plotnine

However, all dependencies can be found in requirements.txt, and installed using...

pip install -r requirements.txt