Introduction to Federal Avenue: The Back Bay District was built in the late 19th century by filling in the swamps of the Charles River. It is the essence of Boston and an area full of culture. The spacious Commonwealth Avenue in Back Bay is a French-style east-west avenue starting from the Boston Public Garden. The center of the avenue is shaded by trees and lined with sculptures and monuments. It is comparable to the French-style boulevards in Paris.