The Spatiotemporal Epidemiological Modeler (STEM) is a free software available through the Eclipse Foundation.
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Predefined subgraphs defining different countries can be assembled with a drag and drop interface.
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Other plug-ins describe relationships between regions including nearest-neighbor or adjacency relationships as well as information about transportation, such as connections by roads and a model of air transportation.