In this repository we used two most famous topic modeling (LDA, LSA) techniques and tried to visualize them in a network graph. Topic modeling is statistical modeling to discover hidden topics of a set of documents.
For visulization we used plotly+graphviz. You can have both 2d and 3d network visualizations.
I will write a blog post to describe how this method works and how you can visulize huge amount of text in a matter of seconds!