While the film takes creative liberties with P.T. Barnum's life, it is rooted in historical facts. The film accurately depicts Barnum's early life, his marriage to Charity, and his founding of the Barnum & Bailey Circus. However, some artistic liberties were taken to enhance the storytelling and characters.