• Parsed large JSON dataset in python and employed sophisticated techniques using pandas and sklearn libraries to analyze clusters to find different culinary districts in Las Vegas.
• Cluster was measured based on:
– Analysis of reviews written by users to pull out user defined categories.
– Categories defined by business owner.
• Cluster methods used:
– KMeans++
– Hierarchical
– GMM