Data visualization tools help toxicologists interpret complex datasets by presenting data in an understandable format. Visualization aids in identifying trends, outliers, and relationships within data, making it easier to communicate findings to stakeholders. Effective visualization can help in decision-making processes and enhance the understanding of toxicological risks.