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Last name origin & meaning:

Scottish and northern English: from the Anglo-Scandinavian personal name Wælþēof (Old Norse Valþiófr), composed of the elements val ‘battle’ + þiofr ‘thief’, i.e. one who snatched victory out of battle. This spelling is found mainly in Scotland.