What do we know about the Russian compounds in the US?

As part of President Barack Obama's sanctions against the Russian government for its alleged meddling in the 2016 presidential election, two Russian compounds, located in New York State and Maryland, will be closed. Not much is known about the two locations, which were both purchased by the Soviet Union decades ago.