What country was Josef Stalin the leader during World War 2?

Joseph Vissarionovich Stalin was the second leader of the Union of Soviet Socialist Republics (USSR), also known as the Soviet Union and sometimes referred to, somewhat inaccurately, as "Russia".

The USSR no longer exists as of 1991. Russia, the largest part of the former Soviet Union, is now a country.