escalations of violence. "Best case" scenarios with panel data fall short of workable early-warning systems …Policymakers can take actions to prevent local conflict before it begins, if such violence can be accurately predicted …. We examine the two countries with the richest available sub-national data: Colombia and Indonesia. We assemble two …