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In this tutorial, we introduce cytoNet, a cloud-based image analysis software designed to quantify the structure of cell communities from microscope images. Using principles of graph theory, cytoNet identifies spatial relationships between cells and evaluates the effect of cell-cell interactions on individual cell phenotypes. Example applications are provided to characterize endothelial cell structures and differentiation of neural stem cells.