High-quality data in toxicology should be accurate, complete, consistent, timely, and reproducible. Accurate data correctly represents the real-world scenario, while completeness ensures all necessary information is included. Consistency involves maintaining uniformity across datasets, and timeliness refers to data being relevant to the current context. Reproducibility allows for the same results to be obtained under similar conditions, enhancing credibility.