Complex sentence: In the 1970s the Embassy of Canada began to search for a new home, at the same time the district government was looking to revitalize Pennsylvania Avenue.
Split into simpler sentences: In the 1970s the Embassy of Canada began to search for a new home. At the same time the District of Columbia government was looking to revitalize Pennsylvania Avenue.