The Data Collection Ontology (DCO) is an ontology designed for data collection providing classes and relations on top of the Basic Formal Ontology (BFO) to facilitate data collection processes, subjects, and data anaylsis through the use of classifiers. DCO is based on the notion of reasoning to validate incoming data through their definitions based on classifiers.