Syntax analysis, also known as parsing, is the process of analyzing a sequence of tokens to determine its grammatical structure with respect to a given formal grammar. It is a crucial step in compiling, as it transforms the linear sequence of tokens into a hierarchical structure, often represented as a parse tree, which is easier for further processing such as semantic analysis and code generation.