Debates about the societal influence of data and automation cannot meaningfully happen without an evidence base, drawn from empirical research, that challenges the hype and fear surrounding sociotechnical systems. At Data & Society, we pursue frame-breaking research questions informed by the realities of those who may be adversely affected by the integration and implementation of these technologies.