Predictive Analytics for Cities

Presentation given at the Harvard Kennedy School of Government.

Transcript

3. Source: http://instagram.com/p/RY57HLNzpI/
4. Source: http://instagram.com/p/RY57HLNzpI/
5. Reactive to predictive
6. atlas.media.mit.edu
7. atlas.media.mit.edu Predictability, therefore, hints towards the existence of natural laws that might not yet have been able to characterize or discover. -- Cesar Hidalgo
8. Source: http://gothamist.com/2009/01/30/maple_syrup_smell_moves_around.php
10. asthmapolis.com
11. sfpark.org
13. Capacity planning Emergency vehicle deployment Traffic flow Weather Budget analysis Crime prevention Education etc
14. Some examples from the Internet
15. ads
16. fraud
17. security
18. security
19. privacy
20. privacy
21. authentication & authorization
22. GTFS 2005 2012 GTFS GTFS GTFS GTFS GTFS ? ? ? GTFS “pulling” standardization
23. TRUST BEFORE THE FACT AFTER THE FACT
24. TRUST Bureaucracy Friction Permission BEFORE THE FACT AFTER THE FACT
25. TRUST Bureaucracy Friction Permission Transparency Accountability Innovation BEFORE THE FACT AFTER THE FACT