Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection.

The use of community detection in concert with topic modeling appears to be a useful way to characterize Twitter communities for the purpose of opinion surveillance in public health applications. Our approach may help identify online communities at risk of being influenced by negative opinions about public health interventions such as HPV vaccines.