No need for linguistic knowledge, I once had the chance to read some Pennsylvania Dutch texts stored in a library at a university in Central PA, and it was all Swiss German. "Dutch" is just the Americanization of "Deutsch," which is why they often call them the "Pennsylvania Deutsch" instead.