Recent years saw a remarkable increase of interest in the exploitation of large datasets in order to enhance consumer insights. Famous use cases such as Target’s ability to identify pregnant shoppers by changes in consumption behavior or micro targeting of voters with the help of user generated content have made the algorithmic evaluation of consumer behavior a state-of-the-art procedure to guide and support purchasing decisions, to select and present relevant content on online platforms, or to develop bespoke advertising campaigns.