EdgeMaps is a new visualization technique that integrates the representation of explicit and implicit data relations. Explicit relations are specific connections between entities already present in a given dataset, while implicit relations are based on the similarity measures derived from shared properties in multidimensional data. EdgeMaps combine spatialization and graph drawing techniques to vi