Microarray data analysis involves the processing and interpretation of data obtained from microarray experiments, which are used to measure the expression levels of thousands of genes simultaneously. This analysis is crucial for identifying patterns of gene expression, understanding biological processes, and discovering potential biomarkers for diseases.