Word Clouds

In case you’re interested about legitimate applications of word clouds to get the gist of a document, take a look at this blog post of last year titled Using Word Clouds for Topic Modeling Results. It provides, if you will, a visual representation of TF-IDF. The author goes into some interesting details defending his use of Word Clouds despite the prevailing criticism. Make sure to also read the comments at the bottom!