The Soviet Union was the common name for the Union of Soviet Socialist Republics (U.S.S.R.)
The USSR was a confederation of multiple national republics; in practice its government and economy were highly centralized until its final years. The USSR replaced the Russian Empire.
Russia was the largest portion of the Russian Empire. After the fall of the USSR, Russia became defined to its pre empire boundaries.