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Single-cell Analysis / R package

scater

Inspect single-cell expression data with quality-control summaries, embeddings, and plots built around Bioconductor objects.

Best fit

R analysts who want to understand data quality before they cluster cells or compare samples.

What you need

R, a matching Bioconductor release, and a single-cell expression object with relevant metadata.

What to check

Quality plots help diagnose outliers, but thresholds must be justified for the assay and sample set.