Recent events in places such as Ferguson, Missouri, and Baltimore, Maryland, have focused the public's attention on citizen deaths during arrest encounters with officers in police departments across the United States. Riots and protests have broken out across the nation and resulted in a recent President's Task Force on 21st Century Policing to address some of these major issues. Arrest-related deaths (ARDs), however, are not a new phenomenon and have long generated controversy among the public. Despite the reoccurring nature of ARDs, no publicly available, central national registry of ARDs exists to allow for an in-depth analysis of such cases, as well as the development of training and policies to decrease police and citizen harms. In an effort to fill this gap, the current study conducts a retrospective, open-source, web-based search of media reports to explore the prevalence and nature of all types of ARDs that occurred through the United States in 2005 and 2006. The purpose of the study is to investigate ARDs, but to also assess the reliability of media reports as a source of data. The study finds that media reports are not adequate for identifying the prevalence of ARDs, but are useful when investigating circumstances surrounding deadly police-citizen encounters to an extent.