We'll scrape data from the USAU website to find the winner of /r/ultimate's fantasy lineup contest, and along the way find which players made the biggest score contributions at nationals, and how that correlated with users' fantasy valuations.

All of the following is being run in a jupyter notebook, which anyone can modify and run after installing python and a few other dependencies. Further instructions can be found in the github README.

We first set up some simple imports and display settings.