| 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 |
| date | name | links |
|---|---|---|
| 2020-03-03 | Hockey Goals | notebook | dashboard | screencast |
| 2020-04-21 | GDPR fines | notebook | screencast |
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.
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!
Generally, most notebooks use...
qgrid(requires manual step)ipywidgets(requires manual step)pandasplotnine
However, all dependencies can be found in requirements.txt, and installed using...
pip install -r requirements.txt