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summary of words files: .words was generated using: grep -iP -e '(ie|ei)' /usr/share/dict/words > .words .wordsNoDupe was then generated using .words grep -ivP -e '(ier|iest|ed|ing|s)$' .words > .wordsNoDupe .wordsNoCaps was then generated: grep -vP -e '^[A-Z]' .wordsNoDupe > .wordsNoCaps .wordsNoHyphen: grep -vP -e '-' .wordsNoCaps > .wordsNoHyphen Known issues: some deeper analysis needs to happen. I realise that with the dupe ommissions there are some legitimate words being removed that are not actually duplicates of anything. I'm not sure how big that number is though.