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(a) Scalability of PARC, Phenograph and Seurat in terms of graph construction and clustering time on random samples of CyTOF data (Samusik_all: 841,644 cells and 39 surface markers). (b) Pruning speeds up PARC by a factor of 2, gains increasing with sample size. (c) PARC scalability with dimensionality on scRNA-seq data (10X_PBMC).
