In the field of epidemiology, multivariate data refers to datasets that involve multiple variables or measurements. These datasets are crucial for understanding the complex relationships among various factors that influence the health of populations. For instance, when studying the spread of a disease, researchers may consider a range of variables such as age, sex, socioeconomic status, environmental exposures, and genetic factors.