All boils down to that there were a lot of tax cuts and spending during the Bush administration.
The economy was hot then and should've been cooled off by tax raises, a high fed rate and a tight fiscal policy to build a healthy surplus in the budget.
But none of the above happened.
Instead Bush introduced unfinanced tax cuts, started an unfinanced war and introduced unfinanced reforms.