This technical brief shares the extensive experience of the Wasting and Stunting Technical Interest Group (WaSt-TIG) in scrutinising data through the lens of the relationship between wasting and stunting in the hope that it will inspire and facilitate others to do the same. Data used by the group include multiple datasets drawn from diverse settings and which have been collected with a variety of objectives, methodologies and study designs.