Here's an article that offers some basic information about the various distro's (that's techie speak for 'distributions' or 'brands', if you like) of Linux that are popular. I found a lot of interesting facts that i didnt know in the past. Recommended for both new comer and experienced users alike.
Article: Beginners Guide to Linux Distro's - by Tipmonkies.com