When the word-count gets really big in massive web and social media datasets, words stop behaving like words and we have to begin treating them like numbers. This is when Quant Semiotics comes into its own, hence the name.
Quant Semiotics is a great tool for finding insights within huge amounts of web or social content that no human lifetime will be long enough (or dull enough) to read though. It uses Natural Language Processing and Network Analysis techniques to reveal cultural insights at scale that simply aren't accessible to conventional methods of qualitative interpretation or statistical data analysis.