Data preprocessing workflow for single-cell type annotation. Sample data undergo quality control to identify and remove cells with low expression or those requiring exclusion for other reasons. Subsequently, the remaining cell data is subjected to log normalization, and a specific number of highly variable genes are selected based on task requirements, completing the core steps of data preprocessing.