Spatial context is an often neglected dimension in the description of human diseases. In this connection, the swine flu outbreak is a timely reminder on the importance of geography in understanding infections. The birth of www.spatioepi.com now provides a platform for sharing maps on health and diseases, with an aim of popularizing spatial epidemiology.