A private airplane crashed into the Gulf of Mexico off the Florida coast Saturday night, with two people confirmed dead as authorities searched for a third person believed to have been on the flight, police said.

Authorities in Venice, Florida, initiated a search Sunday after 10 a.m. following a Federal Aviation Administration inquiry to the Venice Municipal Airport about an overdue single-engine Piper Cherokee that had not returned to its origin airport in St. Petersburg, Florida.