Researchers across the humanities and social sciences are increasingly using data from social media in their work, and the troves of data available present unique opportunities for deepening our understanding of human behavior and contemporary culture. However, as datasets and tools for conducting social media research proliferate, many researchers experience increasingly pressing ethical questions about …