Every human perceives urban space differently. Some places are seen to be unsafe, others as especially beautiful. This perception is subjective and emotions of the person influence it. For the project EmoMap we will enable an online community to collect that kind of data and store it in an open database. This database can be accessed and used by anyone to enhance the quality of future products and services, e.g. navigation systems for pedestrians.