NLP, Python, Scikit Learn.
resulting vector space has only 40337 dimensions. Applying both 2D and 3D PCA on the resulting vectors gives the following graphs: The 2D graph shows a clearer separation between the data points, and in 3D, we see some differences between the red and green marked points. WordVector Vectorization