The Periodic Table of Food Initiative is a pioneering collaboration led by the American Heart Association, the Alliance of Bioversity and CIAT. The Initiative is the first scientific endeavor of its kind to provide global access to standardized multi-omics tools. This dataset represents the first and most comprehensive food composition data ever created based on standardized food biomolecular analysis, which can reveal more than 20,000 components found in food.