XmdvTool allows users to visually explore multivariate data in a variety of methods. The major concepts which users need to grasp to be able to effectively utilize XmdvTool are the data projection techniques available and the use of the N-dimensional brush. These concepts are outlined below, after which a description of the XmdvTool interface is presented.