Elena Sirotkina, a political scientist, focuses on visual political polarization, the audio effects of persuasion, and the development of innovative tools for computational analysis of political behavior. She investigates the application of machine learning to dissect and understand the complex structure and dynamics underlying behavioral phenomena in politics.