Astorquia or Astorkia is a Spanish surname. Notable people with the surname include:
(born 1972), Basque director of the Gernika Peace Museum (born 1992), Basque artist and researcher Juan Astorquia (1876–1905), Spanish footballer, captain, and president of Athletic Bilbao Luis Astorquia (1883–1963), Spanish footballer