A phrase net diagrams the relationships between different words used in a
text.
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Collaborator
Frank van Ham
Related academic paper
Mapping
Text with Phrase Nets
Frank van Ham, Martin Wattenberg and Fernanda B. Viégas
For instance, "Jane" and "Elizabeth" are connected by a thicker arrow since the phrase "Jane and Elizabeth" occurs 10 times in the novel. The result of this simple pattern matching scheme is a surprisingly coherent view of some of the concepts in the books. A large cluster of the main characters and their relationships is on the left; separate clusters touch on emotion and attitude. Smaller connected pairs ("fortune" and "consequence") touch on other themes.
More idiosyncratic patterns can also yield unexpected results. Below is a Phrase Net of "X begat Y" in the King James Bible.
For more on how the visualization works, please refer to this explanation page on Many Eyes.