When I first began researching Linux, for my needs, I found the number of different Distros to be overwhelming. So I made this flow chart, with the intent to help new users find a starting point for choosing a distribution.
I'm open to critique, as to making this chart as helpful as possible.
EDIT: Chart updated based on suggestions in the comments.
If you like to game, your games will work fine on pretty much any distribution anyway.