Word embedding + agglomerative clustering

[ariansajina]

For agglomerative clustering, plot dendogram, but take out following speaker:

• insignificant (those who say less than e.g. 200 words)
• unnamed speakers, because e.g. "speaker 1" can refer to multiple different persons (depending on date)

Useful:

• https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.hierarchy.linkage.html#scipy.cluster.hierarchy.linkage
• https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.hierarchy.dendrogram.html