@McGentrix,
We are called Taxachusetts for a reason but that is state/local taxes not federal. I didn't look at the map posted as I lost creditability in that. My understanding is there can't be - it isn't like the Federal Government charges each state a different rate.
Now we could potentially pay more in aggregate for example if we are more wealthy so dollar-wise if we have more businesses and are more wealthy we should be paying more.
The one side I see as unfair in many things that are compared Federal-wise is that you pay the same tax rate/have the same amount $$ for deductions and calculates financial aid needs based the same across the country. Whereas in the Northeast, Boston and New York in particular the cost of living is much higher.
Long answer to a short question - but if the Federal Tax rate is the same then no we do not pay more than others.