The survival of start-ups in time of crisis. A machine learning approach to measure innovation

Marco Guerzoni, Consuelo R. Nava, Massimiliano Nuccio

This paper shows how data science can contribute to improving empirical research in economics by leveraging on large datasets and extracting information otherwise unsuitable for a…