Word cloud (or a tag cloud) is a very nice way of looking at text data. I'm almost certain that you have seen a lot of them and understand it's principle. But, in any case, I'll put some explanations: most popular words (tags) in the text are taken and placed more or less randomly on a picture such that the more times a word appears in the text the bigger size it has.
Scripts can be found on my github repo Lyrics_WC. If you are familiar with R, everything must be easily understandable, by I put some explanations to the Readme.
Enough of introduction. Here are word clouds for some classic rock bands.
- The Beatles
- Queen
- Rolling Stones You can find some other examples at the github repo.
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