A Sentiment Analyzer using python's Natural Language Toolkit to identify the sentiment of an English language sentence as "positive" or "negative". A web application for online selling items using PHP based framework Laravel to demonstrate the use of such sentiment analyzer to assign ratings to an item based on user reviews.