Hierarchical clustering is often used with heatmaps and with machine learning type stuff. It's no big deal, though, and based on just a few simple concepts. If you want to draw a heatmap using R, I've put some sample code on my webiste: https://statquest.org/statquest-hierarchical-clustering/
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