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Predictive Analytics for Cities

Nick Grossman
November 08, 2012

Predictive Analytics for Cities

Presentation given at the Harvard Kennedy School of Government.

Nick Grossman

November 08, 2012
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  1. None
  2. None
  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

  9. None
  10. asthmapolis.com

  11. sfpark.org

  12. None
  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