How Restaurant Reviews Analysis Boosts Market Presence
Restaurant review analysis is the process of looking through customers’ comments online. This involves expressing comments on rating websites such as Yelp, social media posts, and forums. In doing this research, my aim is to receive practical help that can help restaurants improve their services and thus deliver happiness to all customers. Businesses opt for various approaches, like sentiment analysis, topic modeling, and trend spotting, to succeed in scraping restaurant reviews for effective analysis. Text polarity analysis reveals whether reviews are negative, positive, or neutral, giving an idea about what customers like or dislike about what they eat and whether they like or dislike the services and pricing. The so-called topical model allows us to determine the standard topics in reviews (dish or, for instance, cleanliness); then, restaurants will know the issues over which they should work. Spying trends can be used to see any patterns through time, such as a scenario when the