Zhanna is a PhD Candidate in Political Science and Social Data Analytics at the Pennsylvania State University. She studies international conflicts escalation, foreign policy, human rights, and she is interested in machine learning methods and text analysis with application to political and social information. Her dissertation looks at the effect of hawkishness of political leaders on conflict escalation.