Embodiments of the present disclosure can aggregate network flow data over various periods of time, and present a graphical representation of the network flow information based on the aggregated data instead of (or in addition to) the raw network flow data. Among other things, embodiments of the present disclosure are able to present historical network flow data for relatively long periods of time without having to store large volumes of raw network flow data.