Based on the articles in scientific data management and sharing, this paper analyzes and displays the co-author situation by using social network analysis method. From the co-author network density, centrality, core-edge and condensed subgroup aspects to do the empirical research, this paper reveals the characteristics of some academic groups in the co-author network, and evaluates the scholars in the network.