Data analysis involves processing and interpreting the results obtained from various analytical techniques to draw accurate conclusions about a sample’s composition or behaviour. Effective data analysis ensures the reliability, precision, and validity of experimental results, supporting decision-making in research, quality control, and regulatory compliance.