Social media study of public opinions on potential COVID-19 vaccines: informing dissent, disparities, and dissemination

•We adopt a human-guided machine learning framework to capture public opinions on COVID-19 vaccines.•Public opinion varies across user characteristics.•The U.S. public is most concerned about the safety, effectiveness, and political issues.•Improving personal pandemic experience increases the vaccine acceptance level.