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Projetc that my version of lyrical density is slightly modified as it excludes stopwords. Using track duration and word count, I calculated lyrical density for each track. I also rescaled the metric to fit within 1 andso that the saddest song had a score of 1 and the least sad song scored Rightly so, given that it tied for lowest valence 0.