So after almost 2 years I've decided to come back and give this data an update. I've ditched using Microsoft Access, if you still care to read the old database you can check the old readme with the link to it. I am now using SQLite, and have added databases for some of the other data avaliable. I've also decided to release the scripts I used to scrape the data as I no longer really care if you slam the website, I didn't tell you to.
If you care about updating specific data there are the individual scripts for them, however only the update_all.py script will update the lastupdated column of the players.db players table.
Oh, and the database(s) are now small enough to fit into the git repo, as you can obviously see.
That's all I got, enjoy.