The only people blaming Bush are the Blame-Bush-First club. I've heard plenty of bitching around town, and lots of bitching when I am at the gas station, but not directed at the President. I am sure it has helped drive his approval rating down, but that's a typical result of negative things like this that affect people.
I think this same club consists of those who said we went to war in Iraq for the oil!