I guess earthquakes really can happen anywhere. In 1886 Charleston, SC was hit by one which is estimated at 7.2 on the Richter scale, and lasted most of a minute. If you've ever been through one you know that's big.
At least 60 people were killed, and many buildings damaged.
Here's St. Phillip's Church after partially collapsing, from a fine collection of photos of the event here.

