I believe January of 2007 would be just "January" and "last January" would be January of 2006. The URL seems to verify this as the intended interpretation.
I never cheated an honest man, only rascals. They wanted something for nothing. I gave them nothing for something. -- Joseph "Yellow Kid" Weil