Knowledge graphs are a powerful tool in data analytics, providing a sophisticated model of data organization.They integrate entities, attributes, and relationships to emphasize connections and context.Knowledge graphs enhance tasks like semantic searches, recommendation systems, and natural language processing.They enable advanced analytics, knowledge discovery, and improved data-driven decision-making.