Data play a major role in orchestrating contemporary power relations through the collecting capacities of knowledge-generating machines. For media studies, “data” is an increasingly important term as information gathered and shared through personal and public communication channels becomes subject to new kinds of tracking, quantification, and analysis. Media technologies like the smartphone combine multiple functions of broadcast, storage, transmission, and capture, turning everyday experiences into information that can be measured, sold, or used for political claim making. But discussion of “data” didn’t start in media studies. The terminology is drawn from traditions of information science, sociology, and the natural sciences. In these disciplines, recorded observations combine to create frameworks for understanding social phenomena and the behavior of populations, whether birds, humans, or microbes. The systematization of data in these disciplines previously required a human agent to conduct the analysis. Today computational machines are just as likely to provide the source of empirical revelation, as software packages and backroom analytical engines perform commands that allow for large-scale composition and representation of data. This automated assessment of data, the large-scale amassing of insights that is sometimes referred to as “big data,” can have the effect of stripping important contextual cues and details...

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