For any sort of single cell program, a big step is picking the amount of principal components for downstream analysis. However, the one approach that does not make sense is when people say to use heat maps. For starters, what exactly are we looking for when we analyze our heatmaps for, let’s say 5 PCs and another heatmap for 10? What makes one better than the other. Any help would be great!