A walking tour of the Bloomingdale neighborhood in Manhattan. The Bloomingdale neighborhood is located between 96th Street to 110th Street from Riverside Park to Amsterdam Avenue. Its name comes from a Dutch town near Harlem known as Bloemendael. Columbia University is situated to the North in Morningside Heights and the greater, Upper West Side is located to the South.