“…We also contribute to the emerging literature linking Big Data and social media to entrepreneurship (e.g., Tata, Martínez, García, Oesch, & Brusoni, 2017). Second, we push forward the entrepreneurship research studying the role of personality (Brandstätter, 2011) and regional psychological characteristics (Audretsch et al, 2017;Davidsson, & Wiklund, 1997;Huggins & Thompson, 2017) by using Big Data methods (Zomaya & Sakr, 2017). Third, we extend the research on Big Data's usefulness in the study of personality and behavioural and psychosocial outcomes (e.g., Eichstaedt et al, 2015;Kosinski & Behrend, 2017;Kosinski, Wang, Lakkaraju, & Leskovec, 2016;Wilson, Gosling, & Graham, 2012;Youyou, Kosinski, & Stillwell, 2015) by demonstrating that social media encodes relevant psychological information that can predict economic activity, in addition to other outcomes such as health , happiness (Curini, Iacus, & Canova, 2015), or political orientation (Sylwester & Purver, 2015).…”