What weather in autumn to a person and what part of Pennsylvania are you referring too.
I'm guessing you mean middle/upstate Pa or the countryside area. around late August is usually the transition from hot to brisk weather in certain days.
If you mean first snowfall but semi-warm days around mid- October
That winter starts to being around late November .
I consider Philadelphia and Pittsburgh two different parts of that state because .