Mascagni is a surname of Italian origin. Notable people with the surname include:
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Donato Mascagni (1579–1636), Italian painter
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Paolo Mascagni (1755–1815), Italian physician
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Pietro Mascagni (1863–1945), Italian composer
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Surnames of Italian origin