The article explains multivariate analysis, which is a method used to study relationships between multiple variables at once. It compares this approach to univariate analysis, which looks at one variable at a time. The article also discusses how data is organized and how multivariate methods can be applied in research. Examples from environmental science are used to illustrate these concepts. Overall, the article aims to help beginners understand and use multivariate analysis effectively in their research.