A movement-based filtering mechanism in a graphical user interface allows a user to filter search results by simply moving a pointer, such as a mouse. One or more attributes are displayed to the user in a graphical format. By selecting the pointer (such as clicking on a mouse button), the user may dynamically filter the search results according to the attribute(s) under the pointer. Weighting of multiple attributes may be performed according to the time the pointer spends in each attribute area in the display, or according to a path length of the pointer in each attribute area in the display. In addition, the speed of the dynamic filtering may be directly controlled according to the speed of the movement of the pointer. A timeline may also be displayed that allows the user to go back to any suitable point in time in the filtering process.