AlexsLemonade / AlexsLemonade/rOpenScPCA
Function for plotting clustering metrics across multiple clustering results
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Description
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.
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