An approach for visualizing thematic trends within a book.
A Topic Model of Fiction, Jonathan Goodwin
A topic model of fiction, based on the genre-classified dataset (only 1920-22); it may be extended once extracted features are available after 1922.
A Python library that scaffolds Pandas use of EF data. With example scripts.
Mimno, David. 2014. "Word counting, squared." David Mimno. Blog. http://www.mimno.org/articles/wordsim/
Forster, Chris. 2015. "A Walk Through the Metadata: Gender in the HathiTrust Dataset." (Based on genre-classified subsets.) http://cforster.com/2015/09/gender-in-hathitrust-dataset/