Crossref Citations
                  This article has been cited by the following publications. This list is generated based on data provided by Crossref.
                                
                                    
                                    Yamauchi, Kaito
                                     and 
                                    Morimoto, Takayuki
                                  2013.
                                  Forecasting Financial Market Volatility Using a Dynamic Topic Model.
                                  
                                  
                                  SSRN Electronic Journal, 
                                  
                                  
                                
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Curme, Chester
                                    
                                    Preis, Tobias
                                    
                                    Stanley, H. Eugene
                                     and 
                                    Moat, Helen Susannah
                                  2014.
                                  Quantifying the semantics of search behavior before stock market moves.
                                  
                                  
                                  Proceedings of the National Academy of Sciences, 
                                  Vol. 111, 
                                  Issue. 32, 
                                
                                    p. 
                                    11600.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Preis, Tobias
                                     and 
                                    Moat, Helen Susannah
                                  2014.
                                  
                                            Adaptive nowcasting of influenza outbreaks using 
                                            Google
                                            searches
                                          .
                                  
                                  
                                  Royal Society Open Science, 
                                  Vol. 1, 
                                  Issue. 2, 
                                
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Noguchi, Takao
                                    
                                    Stewart, Neil
                                    
                                    Olivola, Christopher Y.
                                    
                                    Moat, Helen Susannah
                                    
                                    Preis, Tobias
                                     and 
                                    Perc, Matjaž
                                  2014.
                                  Characterizing the Time-Perspective of Nations with Search Engine Query Data.
                                  
                                  
                                  PLoS ONE, 
                                  Vol. 9, 
                                  Issue. 4, 
                                
                                    p. 
                                    e95209.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Kenett, Dror Y.
                                    
                                    Morstatter, Fred
                                    
                                    Stanley, H. Eugene
                                    
                                    Liu, Huan
                                     and 
                                    Perc, Matjaz
                                  2014.
                                  Discovering Social Events through Online Attention.
                                  
                                  
                                  PLoS ONE, 
                                  Vol. 9, 
                                  Issue. 7, 
                                
                                    p. 
                                    e102001.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Barchiesi, Daniele
                                    
                                    Preis, Tobias
                                    
                                    Bishop, Steven
                                     and 
                                    Moat, Helen Susannah
                                  2015.
                                  Modelling human mobility patterns using photographic data shared online.
                                  
                                  
                                  Royal Society Open Science, 
                                  Vol. 2, 
                                  Issue. 8, 
                                
                                    p. 
                                    150046.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Eom, Young-Ho
                                    
                                    Puliga, Michelangelo
                                    
                                    Smailović, Jasmina
                                    
                                    Mozetič, Igor
                                    
                                    Caldarelli, Guido
                                     and 
                                    Perc, Matjaz
                                  2015.
                                  Twitter-Based Analysis of the Dynamics of Collective Attention to Political Parties.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 7, 
                                
                                    p. 
                                    e0131184.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Sloan, Luke
                                    
                                    Morgan, Jeffrey
                                     and 
                                    Preis, Tobias
                                  2015.
                                  Who Tweets with Their Location? Understanding the Relationship between Demographic Characteristics and the Use of Geoservices and Geotagging on Twitter.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 11, 
                                
                                    p. 
                                    e0142209.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Savin-Baden, Maggi
                                  2015.
                                  Encyclopedia of Educational Philosophy and Theory.
                                  
                                  
                                  
                                  
                                  
                                
                                    p. 
                                    1.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Sloan, Luke
                                    
                                    Morgan, Jeffrey
                                    
                                    Burnap, Pete
                                    
                                    Williams, Matthew
                                     and 
                                    Preis, Tobias
                                  2015.
                                  Who Tweets? Deriving the Demographic Characteristics of Age, Occupation and Social Class from Twitter User Meta-Data.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 3, 
                                
                                    p. 
                                    e0115545.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Seresinhe, Chanuki Illushka
                                    
                                    Preis, Tobias
                                     and 
                                    Moat, Helen Susannah
                                  2015.
                                  Quantifying the Impact of Scenic Environments on Health.
                                  
                                  
                                  Scientific Reports, 
                                  Vol. 5, 
                                  Issue. 1, 
                                
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Preis, Tobias
                                     and 
                                    Moat, Helen Susannah
                                  2015.
                                  Social Phenomena.
                                  
                                  
                                  
                                  
                                  
                                
                                    p. 
                                    85.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Botta, Federico
                                    
                                    Moat, Helen Susannah
                                     and 
                                    Preis, Tobias
                                  2015.
                                  
                                            Quantifying crowd size with mobile phone and
                                            Twitter
                                            data
                                          .
                                  
                                  
                                  Royal Society Open Science, 
                                  Vol. 2, 
                                  Issue. 5, 
                                
                                    p. 
                                    150162.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Alis, Christian M.
                                    
                                    Lim, May T.
                                    
                                    Moat, Helen Susannah
                                    
                                    Barchiesi, Daniele
                                    
                                    Preis, Tobias
                                    
                                    Bishop, Steven R.
                                     and 
                                    Braunstein, Lidia Adriana
                                  2015.
                                  Quantifying Regional Differences in the Length of Twitter Messages.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 4, 
                                
                                    p. 
                                    e0122278.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Letchford, Adrian
                                    
                                    Moat, Helen Susannah
                                     and 
                                    Preis, Tobias
                                  2015.
                                  The advantage of short paper titles.
                                  
                                  
                                  Royal Society Open Science, 
                                  Vol. 2, 
                                  Issue. 8, 
                                
                                    p. 
                                    150266.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Barchiesi, Daniele
                                    
                                    Moat, Helen Susannah
                                    
                                    Alis, Christian
                                    
                                    Bishop, Steven
                                    
                                    Preis, Tobias
                                     and 
                                    Perc, Matjaz
                                  2015.
                                  Quantifying International Travel Flows Using Flickr.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 7, 
                                
                                    p. 
                                    e0128470.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Botta, Federico
                                    
                                    Moat, Helen Susannah
                                    
                                    Stanley, H. Eugene
                                    
                                    Preis, Tobias
                                     and 
                                    Chen, Yanguang
                                  2015.
                                  Quantifying Stock Return Distributions in Financial Markets.
                                  
                                  
                                  PLOS ONE, 
                                  Vol. 10, 
                                  Issue. 9, 
                                
                                    p. 
                                    e0135600.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Nardo, Michela
                                    
                                    Petracco‐Giudici, Marco
                                     and 
                                    Naltsidis, Minás
                                  2016.
                                  WALKING DOWN WALL STREET WITH A TABLET: A SURVEY OF STOCK MARKET PREDICTIONS USING THE WEB.
                                  
                                  
                                  Journal of Economic Surveys, 
                                  Vol. 30, 
                                  Issue. 2, 
                                
                                    p. 
                                    356.
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Kristoufek, Ladislav
                                    
                                    Moat, Helen Susannah
                                     and 
                                    Preis, Tobias
                                  2016.
                                  Estimating suicide occurrence statistics using Google Trends.
                                  
                                  
                                  EPJ Data Science, 
                                  Vol. 5, 
                                  Issue. 1, 
                                
                                
                                
                        
                        
                        
                        
                                
                                    
                                    Letchford, Adrian
                                    
                                    Preis, Tobias
                                     and 
                                    Moat, Helen Susannah
                                  2016.
                                  The advantage of simple paper abstracts.
                                  
                                  
                                  Journal of Informetrics, 
                                  Vol. 10, 
                                  Issue. 1, 
                                
                                    p. 
                                    1.
                                
                                
                        
                        
                        
                         
  
              
Target article
Using big data to predict collective behavior in the real world1
Related commentaries (1)
Mapping collective behavior in the big-data era