The regional government of Spain's Balearic islands, which include Mallorca, tweeted that the crash happened at 1.35 p.m. (1135 GMT). It said one of the dead was a minor.
Authorities added that emergency services were at the scene.
Private Spanish news agency Europa Press cited unidentified local officials saying the aircraft crashed into a farm field.
No further details were immediately available.