Anderson

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Middle English Ander(“Andrew”) +‎ -son, after Saint Andrew, patron saint of Scotland. In the United States, sometimes an anglicization of Danish and Norwegian Andersen or Swedish Andersson.

From earlier Anderston, from Middle English Andreuston, equivalent to Andrew +‎ -s- +‎ -ton.