This is a repo for scripts to analyze draft logs from Draftsim.com site. The project is supported by a small team of people (Arseny Khakhalin, Bobby Mills, Dan Trocha, and Henry Ward), and we are gradually writing the results of these analyses up, as a series of blog posts. As of Nov 2018 we published 3 posts:

1. Basic analysis - introducing the co-drafting distances, and MDS scaling.
2. Changes in drafting : drafting of the same set early in the season, compared to late in the season. Also, statistics of color preferences (aka Guilds) among players.
3. Looking for controversial cards that are loved by some people, but disliked by others (original idea by Bobby Mills). This analysis turned to be rather fancy, as I ran into a couple of mathematical paradoxes.

Code commentaries:

• Basic analysis in R: markdown notebook, and the same thing rendered in HTML (with ggplot graphs and everything).

To be continued!