Peter Villemoes Andersen (9 April 1884 i Højby, Denmark – 25 September 1956 in Egebjerg near Odsherred, Denmark) was a Danish gymnast who competed in the 1912 Summer Olympics.

He was part of the Danish team, which won the silver medal in the gymnastics men's team, Swedish system event.

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