Exploring Natural Language Embeddings of A Game of Thrones

For those of you familiar with either HBO’s Game of Thrones, or George RR Martin’s A Song of Ice and Fire (ASOIAF), you will probably be aware of the vast differences between each character and the depth of each storyline.

(Tutorial) Exploring Natural Language Embeddings

Interested in how to plot BERT embeddings for different text? In the example linked, I obtained BERT embeddings for all the sentences from the book series ‘A Song of Ice and Fire’ (ASOIAF), the original novels which gave birth to the ‘A Game of Thrones’ TV show.