The car is coming out of South Main Street.  Left of the car is Sparrow Park.  Behind the car is Columbia Hall where graduations, meetings and other events were held.  Columbia Hall is now an apartment house.  The white building behind the car is Grand Central Department Store.  This building also still exists and houses several businesses.
Undated photograph from the collection of Sayville Library.