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Using available datasets of Symptoms X diseases, I generate a graph of the same with the subgraphs consisting of illness and symptom nodes. There would be two kinds of nodes- the Symptom or Factor node and the Disease node. Using Gephi for graph visualization.

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Symptom-X-

Using available datasets of Symptoms X diseases, I generate a graph of the same with the subgraphs consisting of illness and symptom nodes. There would be two kinds of nodes- the Symptom or Factor node and the Disease node. Using Gephi for graph visualization.

Dataset Information:

Source: http://people.dbmi.columbia.edu/~friedma/Projects/DiseaseSymptomKB/index.html

Number of relations: 2,130

Number of diseases: 148

Number of symptoms: 805

Graph structure: The disease nodes point to the symptom nodes.

Currently clustered graph:

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Using available datasets of Symptoms X diseases, I generate a graph of the same with the subgraphs consisting of illness and symptom nodes. There would be two kinds of nodes- the Symptom or Factor node and the Disease node. Using Gephi for graph visualization.

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  • Jupyter Notebook 68.9%
  • Python 31.1%