Red and orange seem to be the most popular spine colors, probably because they tend to grab the eye more than blue or black.
Incidentally, this seems to be specific to softcover books. Hardcover books tend to have a dust jacket that incorporates a single color and design around the entire book.
I have to admit this isn't what I was expecting to read.