This repository contains all the code and data to reproduce a study with the same title, submitted to UrbanGIS '16.
You can directly see the notebook of the experiments rendered opening it here on github.
Or you can rerun it on your computer installing jupyter.
Remember to unzip the data!
To reference this work, please cite:
Luca, Venturini; Elena, Baralis (2016) A spectral analysis of crimes in San Francisco.
In: UrbanGIS 16, Burlingame, California (USA), October 31 - 31, 2016. Available at: http://porto.polito.it/2653425/1/spectral_analysis_crimes_15_.pdf
The San Francisco map is © OpenStreetMap contributors, and licensed as CC BY-SA.
The snapshot of San Francisco crime dataset is released under PDDL. The up-to-date version is available here: https://data.sfgov.org/Public-Safety/SFPD-Incidents-from-1-January-2003.
The software reuses parts of code from http://www.astroml.org/.