A minor R tip: if you&#x27;re trying to filter on substrings in dplyr, using grepl() is faster and does not require loading an extra package.<p>That said, this is a great, clear writeup, and I wasn&#x27;t aware R had dendrogram capabilities <i>natively</i>. I&#x27;ll have to spend more time looking into Igraph too.