On my site, I am currently adding visuals of distinctive words in each song, frequency of most common words by song, and a world cloud of the most frequent words in the overall album. I am doing this for each individual album on its own page, and this will help users to visualize my data. Then, to allow them to further understand, I have a caption under each figure and am adding a short written analysis on each of these pages to explain what this data means in the context of her albums. I particularly like the visual that is the distinctive words in each song for an album, I feel that this best gets the message across of the overall themes present in that particular album. The most common words in the entire album are sometimes general, so sorting it by distinctive words in each song provides an even better description. For viewers to understand this, they will just have to view all the pieces together as a whole- the figures, what they mean, and the written analysis. If users have no background on Taylor Swift, this might make it a little more difficult to understand, but I hope that my written analysis can provide them the information they need to comprehend the data sets.
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