Abstract
Similarity analytics tool was created at the Department of Software Engineering of Charles University to provide an analytics tool for domain experts focusing on modeling similarity spaces for various unstructured data. Similarity analytics is actually used by researchers in CISCO Systems to better understand and model similarity between network flows, which is later used to uncover suspicious network behavior.