Crimes by type aggregated to census blocks for years 2007-2011. Original report data from OPD, cleaned, processed and geocoded by Urban Strategies Council
Community policing beats are broken up police beats- 57 community police beats from the 35 main police beats. Rejoin by merging without the alpha characters.
Soft story buildings based upon the ABAG survey. Full description of this is available on GitHub
Oakland Police Department Uses of Force reports.