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 : https://statquest.org/2017/06/20/stat…

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Learn Hierarchical Clustering for Beginners
14.80 GEEK