in Black Metal, Text Mining

Part II – Frequent Words in Black Metal Lyrics

In the last post we tried to discover the most common terms used in black metal lyrics. One of the first questions that popped up was if there are there differences between countries, regarding the most frequent words. To answer this (in a very small scale) I’ve subsetted the original data set into two smaller sets: one for lyrics penned by Norwegian bands and the other for Iraqi bands. The following bar plot shows the top 15 most frequent words found in the lyrics of Norwegian bands. It does not seem to differ much from the global top 15, presented in our previous post.

Below you’ll find the most frequent words in the lyrics of Iraqi bands. Not only does it look much different from the Norwegian bar plot, it also differs significantly from the global results. I find it very interesting that lies corresponds to 0.9% of the total occurrences. This and the presence of both truth and blashpemy seems to point to some sort of deeper meaning here.  Or maybe it’s just all a coincidence because, again, with no contextual analysis we can’t really infer much. At any rate, it’s very likely that the lyrical concerns of Norwegian and Iraqi bands are distinct.