UMAP plot points gathered at edge of axes

Hello,

I am trying to run UMAP via RStudio and I seem to have a scaling issue when trying to plot UMAP1 versus UMAP2. I've attached the plot below for your review.
I used 8 metaclusters via this command:

> cell.dat <- run.flowsom(cell.dat, cluster.cols, meta.k = 8)


Please let me know if any other information is needed to solve.

Thank you in advance for any suggestions!

Best,

Kayla

Start by reviewing the reported RStudio command `cell.dat <- run.flowsom(cell.dat, cluster.cols, meta.k = 8)` and the attached UMAP1-versus-UMAP2 plot. Determine whether the edge clustering is reproducible and whether the report contains enough information to identify a UMAP or FlowSOM scaling problem; completion requires a reproducible diagnosis or a clearly scoped fix.

Written by the indexing model from the issue text.