Answer
Emma Goldman, a renowned anarchist of the early 20th century, is widely believed to have been the individual who most significantly influenced Leon Czolgosz. Goldman's powerful speeches and writings advocating for anarchism, revolution, and workers' rights are thought to have resonated deeply with Czolgosz, potentially inspiring his subsequent actions.