In this article the authors present an ongoing research project aimed at supporting scholars in the exploration of historical networks through a highly visual and interactive environment for the construction and the manipulation of graphs. They briefly illustrate and discuss a set of techniques defined within a multidisciplinary academic context to better integrate scholars and students’ knowledge beyond the graph.