The article offers a detailed analysis of zoning patterns and housing market performance at the jurisdictional level in three metropolitan areas and provides further evidence that zoning can serve as a barrier to the construction of high-density, multifamily housing. The analysis also demonstrates that such disaggregated information can be used to identify and perhaps address regulatory barriers to affordability.