Brain network analysis is widely used to characterize the structural and functional connectivity of the brain. This tutorial gives step-by-step examples of how to use the Brain Connectivity Toolbox to calculate common network metrics, including degree, clustering, path length and modularity. Null models and interpretation are touched upon briefly.