The Canadian company developed various tools to analyze the tweets for social media monitoring purposes. This reminds me the frequency analysis on linguistic corpora and semantic association…Have a look at the little demonstration in their website, just look for a word, subject, magazine you like here: http://visual.jugnoo.com/#/jugnoome
To save the picture above for this post I tried with cranberry
UPDATE
Unfortunately this tool is no more available.
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Published by Linda
I work in software development. I keep on writing from time to time People's Code to continue following some of my oldest passions: linguistics and language technologies. I'm Italian and I live in Luxembourg. Ah... the blog's name comes from my favorite definition of natural language: it is a shared code. It is not nice nor ugly, not simple nor difficult - we understand each other only because we share the same code and we (often) agree on it.
Ehm ho un altro blog in Italiano, ma è un segreto...
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People's code 
Hi there Linda,
Thanks so much for trying our Visualyzer, and for sharing it here. We’re really excited about the possibilities of the tool, especially given its integration into our platform.
Out of curiosity, which features did you like; which would you change; and what would you like to see added?
Thanks again!
Danny Brown
VP, Partner Strategy
Jugnoo
hi Denn,
are the results “exportable”? like in an excel file?