This community was named after Peter Switzer in 1790. In 1820 a simple frame meeting house was built for 40 local Methodists and this building was used as the first Canada conference of Methodists in 1828.
A History of the Switzerville Cemetery can be found here [1]

Links:
[1] http://www.loyalisttownship.ca/discover-cemeteries-switzerville