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English: habitational name from any of numerous places in northern England named Bolton (Lancashire Northumberland Westmorland and Yorkshire) or from Boulton in Derbyshire and East Lothian in Scotland from Old English bothl ‘dwelling house’ (see Bold ) + tūn ‘enclosure settlement’.
Source: Dictionary of American Family Names 2nd edition, 2022