When sexual violence is a product of organized crime or social imaginary, the links between sexual violence episodes can be understood as a latent structure. With this assumption in place, we can use data science to uncover complex patterns. In this paper we focus on the use of data mining techniques to unveil complex anomalous spatiotemporal patterns of sexual violence. We illustrate their use by analyzing all reported rapes in El Salvador over a period of nine years. Through our analysis, we are able to provide evidence of phenomena that, to the best of our knowledge, have not been previously reported in literature. We devote special attention to a pattern we discover in the East, where underage victims report their boyfriends as perpetrators at anomalously high rates. Finally, we explain how such analyzes could be conducted in real-time, enabling early detection of emerging patterns to allow law enforcement agencies and policy makers to react accordingly.
This paper explores how gendered violence in El Salvador contin- ues to be minimized within public and private discourse. Through an examination of social understandings and reactions to violence, based on qualitative research, the paper argues that gendered violence remains an issue sidelined from mainstream social and political debates. In a society where the threshold for tolerating violence is very high, gendered violence stands out as an issue which, to a great degree, has become normalized as a central element of gender relations. This is borne out by the scant attention paid to issues of gender in both policy proposals and debates on violence.  This article explores a particular pattern of wartime violence, the relative absence of sexual violence on the part of many armed groups. This neglected fact has important policy implications: If some groups do not engage in sexual violence, then rape is not inevitable in war as is sometimes claimed, and there are stronger grounds for holding responsible those groups that do engage in sexual violence. After developing a theoretical framework for understanding the observed variation in wartime sexual violence, the article analyzes the puzzling absence of sexual violence on the part of the secessionist Liberation Tigers of Tamil Eelam of Sri Lanka. Sexual violence during war varies in extent and takes distinct forms. In some conflicts, sexual violence is widespread, yet in other conflictsâ€”including some cases of ethnic conflictâ€”it is quite limited. In some conflicts, sexual violence takes the form of sexual slavery; in others, torture in detention. I document this variation, particularly its absence in some conflicts and on the part of some groups. In the conclusion, I explore the relationship between strategic choices on the part of armed group leadership, the norms of combatants, dynamics within small units, and the effectiveness of military discipline. Although it is increasingly recognised that violence, crime, and associated fear are challenging democratic governance in Latin America, less attention has been paid to the ways in which state responses to crime contribute to the problem. By analysing El Salvador as a case study, this article addresses three key interconnected issues in the debate. First, it explores the dynamic of violence. It then locates youth gangs as violent actors within this context. Finally, it addresses the state response to the growing phenomenon of youth gangs. It is argued that current strategies, dubbed Mano Dura – Iron Fist, employed by the Salvadoran government serve to reveal the fragility of the democratic project, exposing the underside of authoritarianism that remains key to Salvadoran political life in the transitional process from civil war to peace.