LDA, sentence structure visualization, debate clustering. Run the notebook to see everything and if you want to check out the visualization for sentence structure, download the sent_struct_vis folder and run the html file. The LDA visualization can't be seen unless you download the notebook, but if you want to get a quick glance at what it looks like just open the lda_vis.html file. Finally the clustering of a presidential debate is in the hackathon_clustering.py file and the "debate_cluster.png" file is the output.

This was for the event linked below.

http://blog.archive.org/2017/01/02/join-us-for-a-white-house-social-media-and-gov-data-hackathon/