Graphic elements for a computer-implemented mapping system may be displayed based on scheduled task data, routine data, or other data corresponding to an application of a client computing device. The application data may include a location and a scheduled time. A user may request a map for the scheduled task location. If a difference between the request time and the scheduled task time is below a threshold, then the mapping system may display or modify graphic elements for the location that are relevant to the scheduled task. For example, a user may include appointment data for an airline flight in a calendar application of a mobile computing device. If the user requests a map of the departure airport within a short amount of time before the flight, the map may include only relevant graphic elements such as a check in counter, a security checkpoint, and a departure gate.