Scanpy is a bioinformatics library for single-cell gene expression analysis that scales to over 100 million cells. It provides preprocessing, visualization, clustering, trajectory inference, and differential expression testing workflows. The implementation uses efficient Python-based data structures and supports integration with Dask for out-of-memory datasets.