Where does the expression “Annie get your gun” come from?

The expression “Annie get your gun” is from the musical of the same name. American composer Irving Berlin, who wrote the music and lyrics, came up with the title. He was reportedly inspired by George M. Cohan’s popular World War I song “Over There” (1917), which begins with “Johnnie, get your gun.”