Function for plotting clustering metrics across multiple clustering results

[allyhawkins]

After performing clustering and obtaining clustering metrics, it's likely that someone would want to put those metrics into a plot. Specifically, it would be helpful to be able to quickly compare things like width and purity across different parameters used.

I would envision something like the plot below that looks at one of the statistics (like width, purity, or stability) across varying nearest neighbor and resolution parameters.

I think this function would require the following arguments:

• Input data: Either a single data frame or list of data frames with the clustering metrics calculated for each cell (purity, width) or each replicate (stability).
• Metric column: Which column in the data frame to plot
• Facet options: Which columns to include when faceting - e.g., nn and resolution. If only one is provided this should be the x-axis.

[jaclyn-taroni]

May be of interest to @cansavvy next month!

[cansavvy]

I'm here. Let's do it. I gotta get up to speed with this project but feel free to assign me to this one.