Abstract: “This paper studied the utilization and weight factors of graph metrics on visualization and mapping of sub-networks that exist in a given network of connected people. It is utilized in this study the use of algorithms such as the Clauset-Newman Moore Algorithm and the Harel-Koren Fast Multiscale Layout, and graph metrics such as degrees and centralities. The study showed that using such methods yields results that show network visualization that is useful for investigative purposes.”

Keywords: Networks, Social Connections, Mapping, Graph