The lyrics only obliquely refer to Chicago itself, in the song's refrain, where the song narrator pleads for a woman to go with him back to "that land of California/ my sweet home Chicago".
As the song grew to be a homage to Chicago, the original lyrics that refer to California were altered in most subsequent renditions.