These files are databases we compiled of public agencies in California showing their adoption of different “smart city” technologies. Click on the bold links to download each database.

Transportation Agencies – database of transit agencies showing adoption of GTFS or Granicus

Private Transportation – database of private transportation technologies: Uber, micro-mobility, and EV chargers

Security – database of police and public safety departments showing adoption of shotspotter, crime mapping, Nixle, and FEMA

Water – database of water units

Granicus – database of Granicus adoption by city

Data Collection

These files provide installation instructions and other resources for web scraping software designed to measure the uptake of “Smart City” technologies.

Please refer to the README file first for detailed instructions on how to implement the web scraping software.

Program Files
Sources can be scraped all at once or one at a time. Download the program files by clicking on the links.