Pre-processed 1M Food.com reviews using various techniques and Vectorized text by comparing BOW, TF-IDF, Word2Vec and predicted the sentiment of the reviews. Classified recipes into various Cuisines with 80% accuracy using external data and Implemented Apriori for Market Basket analysis by training on ingredients text data. Clustered data to identify insights through clusters. Word clouds to visually analyze text data.