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

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

Berkeley Police Department Beats and Subbeats as of January 26, 2017. Any incident analysis for dates on or after January 26, 2017 should use this beat map.

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

Streetlights with numerous attributes as captured during LED conversion 2014-2015

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

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

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

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.