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Predictive Analytics for Cities

Nick Grossman
November 08, 2012
Technology
1
200

Predictive Analytics for Cities

Presentation given at the Harvard Kennedy School of Government.

Nick Grossman

November 08, 2012
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Transcript

  1. View Slide

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  3. Source: http://instagram.com/p/RY57HLNzpI/

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  4. Source: http://instagram.com/p/RY57HLNzpI/

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  5. Reactive to predictive

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  6. atlas.media.mit.edu

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  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

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  8. Source: http://gothamist.com/2009/01/30/maple_syrup_smell_moves_around.php

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  9. View Slide

  10. asthmapolis.com

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  11. sfpark.org

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  12. View Slide

  13. Capacity planning
    Emergency vehicle deployment
    Traffic flow
    Weather
    Budget analysis
    Crime prevention
    Education
    etc

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  14. Some examples from the Internet

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  15. ads

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  16. fraud

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  17. security

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  18. security

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  19. privacy

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  20. privacy

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  21. authentication & authorization

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  22. GTFS
    2005
    2012
    GTFS
    GTFS
    GTFS
    GTFS
    GTFS
    ? ?
    ?
    GTFS
    “pulling” standardization

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  23. TRUST
    BEFORE THE FACT AFTER THE FACT

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  24. TRUST
    Bureaucracy
    Friction
    Permission
    BEFORE THE FACT AFTER THE FACT

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  25. TRUST
    Bureaucracy
    Friction
    Permission
    Transparency
    Accountability
    Innovation
    BEFORE THE FACT AFTER THE FACT

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