Data analysis and reporting involve the systematic application of statistical and logical techniques to describe, summarize, and evaluate data, transforming raw data into meaningful insights for informed decision-making. This process encompasses data collection, cleaning, analysis, and presentation, ensuring the integrity and clarity of the findings for stakeholders.