A new broom sweeps clean

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Sometimes used in the context when someone new takes control of an organization and makes many changes and gets rid of the old and brings in new ideas and personnel.

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This term was already in John Heywood's 1546 proverb collection, was used figuratively by Shakespeare, and exists in many other languages as well.