The data and methodologies available to social scientists have exploded with the emergence of archives of digital data collection, large scale online experimentation, and innovative uses of simulation. The analysis of these data requires more complex methodological approaches and greater computational complexity than the approaches that have dominated the study of politics for the last 50 years.

The analysis of digital data offers the potential for rich insights into society at scale, but it also introduces new ethical and infrastructural challenges. In...