Hat trick. According to etymonline, ' hat trick ' comes from: , originally from cricket, "taking three wickets on three consecutive deliveries;". A hat - trick or hat trick in sports is the achievement of a positive feat three times in a game, .. Given how frequently the words “ hat trick ” were used in sports reporting on cricket and soccer in the early 20th century, the term was probably routinely. In soccer, “ hat trick ” refers to a single player making three goals in a single match. This is also sometimes called a.