I've capped the site at 20 clusters, but even with 12 clusters the x-axis labels of the cluster membership plot start to overlap.
12 clusters
Additionally, the individual plots becomes very compressed along the x-axis.
20 clusters
If you have control over the number of plots per row, can you just add a check on num_clust and if it's less than 10 then keep up to five plots per row; if it's 10-15 then limit it to 4 plots per row; and perhaps if it's 16-20 then 3 plots per row? I think doing this would take care of both the issues (the overlapping x-axis labels and the illegible graph at ~20 clusters).
I've capped the site at 20 clusters, but even with 12 clusters the x-axis labels of the cluster membership plot start to overlap.
12 clusters
Additionally, the individual plots becomes very compressed along the x-axis.
20 clusters
If you have control over the number of plots per row, can you just add a check on
num_clustand if it's less than 10 then keep up to five plots per row; if it's 10-15 then limit it to 4 plots per row; and perhaps if it's 16-20 then 3 plots per row? I think doing this would take care of both the issues (the overlapping x-axis labels and the illegible graph at ~20 clusters).