LDA on Yelp Reviews to Determine Cultural Character of City.

Please place your yelp dataset folder at /yelp_dataset. It is too large to handle over git. Please install all python dependencies: numpy, pandas, scipy. 'pip install x'

To generate k-means maps, run MapClusteringWithLDA. To generate Gaussian-clustered maps, run MapClusteringGaussian.py To generate elbow graph & gap statistic graphs, run FindK.py