| Document Date: 2010-09-28 09:57:06
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City Santa Fe / New York / / Company Tomkins / Linde / Billboard / COMPUTER SCIENCES / IMDb / Twitter / Google / Hollywood Stock Exchange / Curran Associates / Yahoo! Music / Sequel Predicted Revenue (Dollars) 10 Music / Amazon.com / Release (Weeks) 60 80 100 Music / Predicted Billboard Rank Video Games (Combined) Music / Yahoo! / / Country United States / / Currency USD / / / Event Reorganization / / Facility Princeton University / Nick Weir / / IndustryTerm influenza epidemics using search engine query data / rank using search rank / Web search Sharad Goel1 / search terms / Internet Res / web-based search data / baseline-plus-search models / search-based flu estimation / search data / search counts / sponsored search results / dedicated music site / Search-based estimates / search engine technology / search activity / search-based predictions / medical Web site / data processing / search-based prediction / Internet search activity / Web search / search queries / Web search data / airline tickets / Web search query logs / search query volume / Web search volume / search volume / airline travel / Internet Movie Database / search engine / search results / online chatter / online activity / / Movie September / Transformers 2 / / Organization Princeton University / US Bureau / Centers for Disease Control and Prevention / / Person Tom Clancy / Brad Paisley / Jitendra Waral / Flo Rida / Vanessa Colella / / Position prearranged editor / physician / critic / D.J. / Author / Polgreen PM / artist / baseline model / this information was not publicly available / / ProgrammingLanguage C / / ProvinceOrState New Jersey / New York / New Mexico / / PublishedMedium Baseline / the Billboard / PLoS ONE / / Technology API / search engine / search engine technology / Data Mining / / URL www.pnas.org/cgi/doi/10.1073/pnas.1005962107 / http /
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Predicting consumer behavior with Web search Sharad Goel1, Jake M. Hofman1, Sébastien Lahaie1, David M. Pennock1, and Duncan J. Watts1 Microeconomics and Social Systems, Yahoo! Research, 111 West 40th Street, New York,