A dive into Word2Vec + TSNE for visualisation.

This is a quick post. Spent some of Human Rights day playing with Word2Vec on a dataset we have of Tweets collected from Gauteng for a 2 week period in February 2017. You can see the results of Gauteng Twitter Word2Vec visualised in 2D using tSNE below.

Gauteng Twitter Word2Vec visualised in 2D using tSNE

Gauteng Twitter Word2Vec visualised in 2D using tSNE

Nice thing about this is that you can look at clusters of words that relate to a concept. This cluster is of Football

Gauteng Twitter Word2Vec Cluster [Football]

Gauteng Twitter Word2Vec Cluster [Football]

Gauteng Twitter Word2Vec Cluster [People Description]

Gauteng Twitter Word2Vec Cluster [People Description]

Gauteng Twitter Word2Vec Cluster [Local Language Exclamations]

Gauteng Twitter Word2Vec Cluster [Local Language Exclamations]

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