Brooklyn's African American and Caribbean communities are spread throughout much of Brooklyn. Brooklyn's West Indian community is concentrated in the Crown Heights, Flatbush, East Flatbush, Kensington, and Canarsie neighborhoods in central Brooklyn. Brooklyn is home to the largest community of West Indians outside of the Caribbean. Although the largest West Indian groups in Brooklyn are Jamaicans, Guyanese and Haitians, there are West Indian immigrants from nearly every part of the Caribbean. Crown Heights and Flatbush are home to many of Brooklyn's West Indian restaurants and bakeries. Brooklyn has an annual, celebrated Carnival in the tradition of pre-Lenten celebrations in the islands. Started by natives of Trinidad and Tobago, the West Indian Labor Day Parade takes place every Labor Day on Eastern Parkway. The Brooklyn Academy of Music also holds the DanceAfrica festival in late May, featuring street vendors and dance performances showcasing food and culture from all parts of Africa. Since the opening of the IND Fulton Street Line in 1936, Bedford-Stuyvesant has been home to one of the most famous African American communities in the United States. Working-class communities remain prevalent in Brownsville, East New York and Coney Island, while remnants of similar communities in Prospect Heights, Fort Greene and Clinton Hill have endured amid widespread gentrification.