People demonstrating in Moscow during the period of the Russian revolution. During the October 1917 Revolution, the Bolsheviks overthrew the Kerensky’s Provisional Government, formed during the March 1917 Revolution, and replaced it for a soviet one, leading to the establishment of the Soviet Union. The October Revolution was led by Vladimir Lenin and Leon Trotsky, and marked the beginning of the spread of communism in the twentieth century.