Key Opinion Leader Analysis

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NetworkxS2AG

 NetworkxS2AG (x_api_key)

This class permits the construction of a local NetworkX graph that copies the basic organization of S2AG data.

Functionality includes:

  • query all papers, references, and cited papers of a single individual
  • build an author-to-author citation graph
  • run eigenfactor analysis over the author graph

Attributes:

  • x_api_key: an API key obtained from Semantic Scholar (https://www.semanticscholar.org/product/api)
  • author_stem_url, paper_stem_url: urls for API endpoints in S2AG
  • features: a regular expression expressed as a string to provide a simple filter for papers in the graph [preliminary]
  • g: the networkx graph representing the citation / authorship network
  • added_papers: papers that have had all citations and references added to graph