A dataset of Peripheral Blood Mononuclear Cells (PBMCs) was analyzed using clustering and non-parametric methods like PCA. The dataset can be found from 10X Genomics. There are 2,700 single cells that were sequenced on the Illumina NextSeq 500.
In this project, PCA was preformed, the ideal number of Principal Components was determined, scree plots were constructed, and pairwise plots were made.
https://support.10xgenomics.com/single-cell-gene-expression/datasets