Computational social science is revolutionizing the way in which social scientists investigate the society, its opinions and trends. This talk will present the results of our study on how the past is collectively remembered and the future collectively predicted in traditional and also in social media. First, I will show that the analysis of references to the past in news articles allows us to gain