I’m Luke Sonnet and I work as a Data Scientist on the Experimentation Data Science team at Twitter. I recently was a Research Scientist at Facebook on the Demography and Survey Science team. Before that I received my PhD in Political Science from UCLA.
My research focuses on the behavior of legislators and voters. My research uses largely experimental and quasi-experimental methods to study the effects of political communication, the role of political dynasties, and how social norms and female political participation. Most of my applied work is based in Pakistan.
I also contribute to social scientific research by releasing data, building statistical software, and research in machine learning. Two projects I have contributed to include estimatr, an R package of estimators commonly used by social scientists, and the voteview.com project that now estimates and hosts DW-NOMINATE ideal scores of US legislators. You can see more about the software and data I have worked on here.