Shugars, Sarah and González-Bailón, Sandra. “Semantic and Cultural Networks.” The Sage Handbook of Social Network Analysis (Second Edition). Edited by John McLevey, Peter J. Carrington, and John Scott, Forthcoming.

Joseph, K., Shugars, S., Gallagher, R.J., Green, J., Quintana Mathé, A., An, Z., and Lazer, D. "(Mis) alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys." In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021.

Gallagher, R.J., Doroshenko, L., Shugars, S., Lazer, D., Foucault Welles, B. "Sustained online amplification of COVID-19 elites in the United States." Social Media+ Society 7.2, 2021.

Shugars, S., Gitomer, A., McCabe, S., Gallagher, R. J., Joseph, K., Grinberg, N., Doroshenko, L., Foucault Welles, B., and Lazer, D. “Pandemics, Protests, and Publics: Demographic Activity and Engagement on Twitter in 2020”. Journal of Quantitative Description: Digital Media, vol. 1, Apr. 2021.