The integrity of toxicological research heavily relies on the quality of data collected and the robustness of data analysis methods. Accurate measurement techniques and validated analytical methods are essential to obtain reliable data. Statistical analysis plays a crucial role in interpreting findings and drawing valid conclusions. Researchers must be vigilant about data management practices to ensure data is properly recorded, stored, and accessible for future reference.