Abstract: Systems and methods are provided for transforming historical data collected in response to one or more triggering events, in order to analyze resource utilization, inflow and outflow. Embodiments access inflow and outflow information corresponding to a primary node from historical data; analyze the inflow and outflow information corresponding to the primary node in order to identify one or more channels of flow out of a plurality of channels of flow, each channel connecting the primary node and a secondary node, the one or more channels of flow identified when they exhibit one or more predetermined characteristics; determine that the one or more channels of flow, based on the exhibited predetermined characteristics should be categorized into one or more categories out of a plurality of categories.