It has been fun.
One of the things we have comparing is the difference between word counts about web sites and the semantic (important concepts) in a web site.
To show what I mean the next two extracts are a word count and a concept count of what I have said about research and evaluation on this blog.
This is a word count:
and this is the semantic view:
The difference is huge.
The word count shows words that are common in the discourse while the semantic view is about meaning and the drivers of my posts.
Of course, there is a role for both forms of analysis but by far an away the most informative is the semantic analysis.
In bigger corpora my experience is that word counts become ever less helpful and semantic analysis offers real insights.
At Blecom, Bruno and I showed this form of analysis as a proof of concept for some pretty big networks (in real time too) and the results were very interesting.