All energy metered by PG&E. Does not include electrical power delivered to LBL through their own substation.

Annual water consumption for all water meters located within the City limits.

Census block polygons built from US Census Bureau 2010 decennial data for the City’s redistricting process

The visual signals used to control the flow of traffic at intersections.

Zipcode areas in Berkeley 2010. Some zipcode areas extend outside Berkeley.

All salaries as reported on Transparent California, http://transparentcalifornia.com/, for 2014

All energy metered by PG&E. Does not include electrical power delivered to LBL through their own substation.

This dataset was provided to the Berkeley City Auditor for the Fiscal Year 2020 report entitled: Data Analysis of the City of Berkeley's Police Response (5/11/21). The data provided herein include calls for service for the years 2015-2019. For a definition of the columns, please refer to the attached document entitled: Auditor's Report (5-11-21) Tabular Data Definitions (Updated May 27, 2021).pdf.

* Updated on May 27, 2021. The initial dataset uploaded was a slightly different version. This May 27 update is the version used for the analysis.

Historic annual natural gas consumption for all consumers in Berkeley, excluding facilities on the UCB and LBNL campus. Categorized by sector.

Water consumption in 2011 by residential indoor versus outdoor use in cubic feet.