Unlike federal spending, state spending patterns have

I believe the answer is: Remained relatively constant

Allocation for several spending tend to be drastically different when presidents from different political parties took the office.
The states on the other hand, tend to be controlled by one single political party regardless of the representative (beside the swing states)