The Open Food Facts database is a large, publicly accessible collection of detailed product information including ingredients, nutrition, and labeling, available in multiple data formats with open licenses for broad reuse in food transparency and research.This dataset mainly supports food-related analyses including allergen detection, labeling validation, chemical and nutritional content analysis, and research into hypoallergenic or alternative food products