Abstract: This paper put forward a visualization method for largescale complex networks, and carried out the interaction platform based on hierarchical community structure. The platform introduces circle layout and provides the users with many interactive functions so that they can explore networks from various levels. The platform also implements functions closely related with network community analysis, such as finding overlapping nodes and dynamic evolvement of communities.