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Discovering Health Topics in Social Media Using Topic Models

Figure 2

Top words associated with ailments and topics.

The highest probability words for a sample of ailments and non-ailment topics. The top ten general words are shown for ailments along with the top five symptom and top five treatment words. The top ten words are shown for topics. The names of the ailments and topics are manually assigned by humans upon inspection of the associated words.

Figure 2

doi: https://doi.org/10.1371/journal.pone.0103408.g002