This paper describes our participation in the Placing Task at MediaEval 2013. The goal of the task is to predict the geographical coordinates of a set of images using already geo-tagged user annotated ones. Our approach to solve this problem relies purely on textual metadata present in the geo-tagged images to place images. We used a frequency based filter followed by a tag spread measure as ou...