This document summarizes a study that performed sentiment analysis on reviews from Shiksha.com to classify reviews of management institutes in Bangalore as positive or negative. 1085 reviews were analyzed with an average overall rating of 4.1, 628 reviews with an average of 4.0, and 718 reviews with an average of 3.5. The reviews were clustered to identify the top performers, second best institutes, and third best institutes. Limitations included the small sample size to build an accurate ranking system. The study concluded by building a sentiment analysis model to classify review sentiments and identify groupings of institutes based on review analysis.