Go in mid-July......because we're going in early June and I want it as un-crowded as possible......hahahaha.
Just kidding. Early June will probably be cooler temps, but mid-July may have longer park hours. I imagine crowds to be about the same for both time periods. Most schools across the country will be out by early June so the families (as are we) will start going then.