The Shakers got started in the US with Mother Ann Lee near Albany. They had a number of communities near there in eastern New York & Western Mass. They also communities in other parts of the eastern US, but not particularly connected with PA. Several of the old villages are now museums. You could start finding out more Here

There's still a Shaker Community in Sabbathday Lake, Maine.