Tracking influenza trends using search queries

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HOW ? By processing hundreds of billions of individual searches from 5 years (2003-2008) of Google search logs To track influenza-like illness in a population.

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J. S. Brownstein, C. Freifeld, C. Madoff, 2009 “ Digital Disease Detection” New England Journal of Medicine 360, no. 21

Jurgen Doornik 2009 “ Improving the Timeliness of Data on Influenza-like Illnesses using Google Search Data” (unpublished)

Hyunyoung Choi and Hal Varian, 2009 “Predicting the Present with Google Trends” http://googleresearch.blogspot.com

N. Askitas and K. Zimmermann, 2009 “Google Econometrics and Unemployment Forecasting.”

G. K., Webb, 2009 "Forecasting U.S. Home Foreclosures with an Index of Internet Keyword Searches" In Value Creation in E-Business Management

J. Azar, 2009 "Electric Cars and Oil Prices" SSRN eLibrary

Laura Granka 2009 "Inferring the Public Agenda from Implicit Query Data" Proceeding SIGIR 2009

M. Scharkow / J. Vogelgesang, 2009 "Google Insights for Search: A Methodological Innovation in the Study of the Public Agenda? » DGPuK Conference

Yair Shimshoni Niv Efron Yossi Matias, 2009 "On the Predictability of Search Trends" Google, Israel Labs

R. Karthik, A. Rachakonda, S. Srinivasa, 2008 "Query Heartbeat" In proceeding of COMAD

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Tracking influenza trends using search queries

2. HOW ? By processing hundreds of billions of individual searches from 5 years (2003-2008) of Google search logs To track influenza-like illness in a population.

5. MEAN CORRELATION 0.97

7. Texte

8. Texte

10. J. S. Brownstein, C. Freifeld, C. Madoff, 2009 “ Digital Disease Detection” New England Journal of Medicine 360, no. 21

11. Jurgen Doornik 2009 “ Improving the Timeliness of Data on Influenza-like Illnesses using Google Search Data” (unpublished)

12. Hyunyoung Choi and Hal Varian, 2009 “Predicting the Present with Google Trends” http://googleresearch.blogspot.com

13. N. Askitas and K. Zimmermann, 2009 “Google Econometrics and Unemployment Forecasting.”

14. G. K., Webb, 2009 "Forecasting U.S. Home Foreclosures with an Index of Internet Keyword Searches" In Value Creation in E-Business Management

15. J. Azar, 2009 "Electric Cars and Oil Prices" SSRN eLibrary

16. Laura Granka 2009 "Inferring the Public Agenda from Implicit Query Data" Proceeding SIGIR 2009

17. M. Scharkow / J. Vogelgesang, 2009 "Google Insights for Search: A Methodological Innovation in the Study of the Public Agenda? » DGPuK Conference

18. Yair Shimshoni Niv Efron Yossi Matias, 2009 "On the Predictability of Search Trends" Google, Israel Labs

19. R. Karthik, A. Rachakonda, S. Srinivasa, 2008 "Query Heartbeat" In proceeding of COMAD

Tracking influenza trends using search queries

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Tracking influenza trends using search queries