Abstract: This disclosure covers computer-implemented methods, non-transitory computer readable media, and systems that efficiently determine and present real-time (or near-real time) trending destination locations in a graphical user interface of a requester device based on transportation requests or other transportation data tracked for a geographic region. For example, the disclosed systems identify destination locations from within a geographic region of a particular requester by analyzing transportation requests received within a threshold time period of a requester's current reference time. The disclosed systems dynamically determine a set of trending destination locations from the destination locations based on such transportation requests to the destination locations within the threshold time period.