Arantza or Arantxa is a Basque feminine given name, meaning "thornbush". It is a hypocoristic for Arantzazu, which is derived from Our Lady of Arantzazu, a shrine of Mary, mother of Jesus, in Gipuzkoa.
People with the name Arantxa include: