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Single-cell Analysis / Python package

Scanpy

Move from a single-cell expression matrix to quality checks, clusters, and exploratory plots in Python.

Best fit

Analysts who want a scriptable workflow for exploring single-cell RNA sequencing data.

What you need

A Python environment and a gene-by-cell dataset represented as, or importable into, AnnData.

What to check

Cluster labels and visual separation depend on preprocessing and parameters. Check them against sample metadata and known markers.