When your snap is removed, a snapshot of its data is created that will be retained for a month:
If a user reinstalled your snap in that time, then the data will be restored with it. It is possible to omit some data from the snapshot through the remove hook, as described here.
There isn’t currently a way for a snap to have data in snap specific system wide dirs persist in place after removal though.