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Dizzy Gillespie, renowned jazz trumpeter, earned the nickname "Dizzy" due to his eccentric and unpredictable behavior. His offbeat stage presence and innovative playing style, characterized by rapid-fire trumpet solos and unconventional harmonies, led to the moniker that perfectly encapsulated his unique and charismatic persona.