Specially built as a Cytoscape plugin, CoNet is able to detect significant non-random patterns of co-occurrence. CoNet can find both copresence and mutual exclusion patterns in incidence and abundance data. Although it was designed with ecological data in mind, CoNet can be applied in general to infer relationships between objects observed in different samples.