Data from FFQs are analyzed by converting reported frequencies into nutrient and energy intakes using food composition databases. This process involves assigning nutrient values to each food item and calculating the total intake based on the frequency of consumption. Researchers then use statistical methods to examine associations between dietary intake and health outcomes.