Keep us posted on your discoveries. It would be interesting to see how different the embedding is to word2vec trained on a different corpus. I imagine borrowed words like "python" are clustered with programming languages rather than snakes in this case.
As a side note, not really having looked too deeply into word2vec, does word2vec capture multiple meanings? If so, how?
As a side note, not really having looked too deeply into word2vec, does word2vec capture multiple meanings? If so, how?