The goal of research conducted at the Metadata Analytics Lab is to leverage big metadata from data repositories and trace data to investigate the structures and dynamics of collaboration networks. We analyze the impact of collaboration networks on scientific capacity, equity in global science production and knowledge diffusion. Projects in the lab focus in three main areas: