Social media use is pervasive and demographically diverse; thus, researchers can investigate the social media behavior of a target population to extract its values as expressed in a web-based network. This article posits that social media is a relatively untapped resource for researchers engaged in value sensitive design. It proposes methods and ethical considerations for researchers during value sensitive design conceptual, technical, and empirical investigations.