Graphene is a representative two-dimensional (2D) material and has been receiving considerable interest from both academia and industry. In this review, we recollect the latest development in the synthesis, structural analysis, characteristics, and possible applications of graphene materials. The discussion helps researchers to better understand the properties of graphene and design novel graphene-based applications.