The book is called "The Best of Dinosaur Comics: 2003-2005 AD" and has all my favourite comics from that time period. The "AD" is because, you know, dinosaurs. The subtitle is "Your Whole Family is Made out of Meat" and there's some meat on the cover, but you can still order it if you're a vegetarian.
The brilliant cover is by Steve Samuels at Quack Media! He is a really good graphic designer.