An interactive method for the exploratory data analysis of multivariate data. In a simultaneous display of scatter diagrams of the values of pairs of variables, the highlighting (‘brushing’) of data points in one diagram results in the same data items being highlighted in the other diagrams. This helps in understanding relations between variables and in identifying outliers.