“…Hill & Jones, 2014;Schrodt, 2014;Metternich et al, 2013;Montgomery, Hollenbach & Ward, 2012;Braithwaite & Johnson, 2012;Goldstone et al, 2010;Weidmann & Ward, 2010;Bohorquez et al, 2009;King & Zeng, 2001;Beck, King & Zeng, 2000). While existing prediction efforts are typically cross-national, we take a disaggregated approach to data collection and predict village-level violence over variable spatial and temporal windows as finegrained as one kilometer and one day, respectively.…”