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Page 1: Ambient Geographic Information and  Biosurveilance

Ambient Geographic Information and Biosurveilance

Capstone Presentation

Todd Barr

March 20, 2013

Page 2: Ambient Geographic Information and  Biosurveilance

Ambient Geographic Information

Page 3: Ambient Geographic Information and  Biosurveilance

“Classic” Biosurveilance

Page 4: Ambient Geographic Information and  Biosurveilance

Risk Terrain Modeling

Page 5: Ambient Geographic Information and  Biosurveilance

AGI and RTM Enhancing Biosurveilance

Page 6: Ambient Geographic Information and  Biosurveilance

The Study

Page 7: Ambient Geographic Information and  Biosurveilance

Data Collection - RTM

Page 8: Ambient Geographic Information and  Biosurveilance

Data Collection - AGI

Page 9: Ambient Geographic Information and  Biosurveilance

Data Cleaning - AGI

Page 10: Ambient Geographic Information and  Biosurveilance

Data Metrics – Key Words and Modifiers

Page 11: Ambient Geographic Information and  Biosurveilance

Data Metrics – by State

Page 12: Ambient Geographic Information and  Biosurveilance

Maps – Tweet Heat Map

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Map – CDC Flu Data