( CNN ) -- A cargo train derailed and crashed into homes Sunday in a sprawling Kenyan slum , the Red Cross said . Rescue efforts are under way to free residents trapped in damaged homes in the capital city of Nairobi , the agency said . At least five people were transported to a local hospital , Red Cross said on its Twitter page . Kibera -- one of Africa 's largest slums -- is filled with rows of homes made from a mixture of mud , tin , wood and concrete . A railway passes through the neighborhood . The settlement is home to hundreds of thousands . CNN 's Christabelle Fombu contributed to this report .
NEW : At least five people are taken to a local hospital . NEW : Rescue efforts are under way to free trapped residents . The U.S. Geological Survey says the quake was centered about 35 miles (55 kilometers) northeast of Los Angeles. A railway passes through the neighborhood .