As far as I remember it has origins from the French during the
time when Louisiana belonged to them under the House of Bourbon (a
royal family). The term "bourbon" was named in specific places
around the US, most notably Bourbon Street in New Orleans, although
the term "bourbon whiskey" may have been derived from any of these
places.