This small demo shows co-occurrence networks for all of Shakespeare's plays. For more details on the extraction of these networks, please refer to the GitHub repository or the accompanying paper Shall I compare thee to a network?—Visualizing the Topological Structure of Shakespeare's Plays. The demo uses a force-directed graph layout. Nodes are scaled according to their degree.
More information about the data post-processing, including a calculation of relevant network features, is available as a Tutorial for Aleph, a library for exploring persistent homology.