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I have a dataset that I am not sure how to visualize. I have a list of all the words in a dictionary, and I have a set of categorical properties of each words (part of speech, first letter, second letter... word frequency). I am looking for creative ways to organize the data. I'd like to see how many words share the same part of speech, or first letter etc. I thought something like this might work http://1.bp.blogspot.com/_dbECP0yvozc/T ... etwork.png but I am not sure since there are several variables. Any suggestions?

You can check the reply to this question:

http://forum.gephi.org/viewtopic.php?t=2315

(the discussion asks about differences in a portfolio of "products", in your case this is a difference in a portfolio of "words". "Features of products" discussed in the question correspond to your "features of words" (first letter, part of speech, frequency, etc.)

I hope this will be clear enough,

Best,

Clement