Nothing very relevant came up from the entity extraction phase, but here are the most negative songs from the list according to their sentiment analysis module. However, no stemming algorithm is perfect. His personal blog can be found here.
Stemming was done with the Snowball algorithm — more about it below. It would be more interesting to use a data-set from SongMeanings or Songfacts to run a proper analysis — this might be for another post. His personal blog can be found here.
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