This is the replication package for “Place-Based Interventions at Scale: The Direct and Spillover Effects of Policing and City Services on Crime,” by Christopher Blattman, Donald P Green, Daniel Ortega, and Santiago Tobón. This folder contains all the data and code necessary for replicating tables and figures in the paper. The data files are in Stata (.dta) format, and the replication code was written in Stata. For more information on the data or code, please see the readme.