UGC creates new opportunities to measure customer satisfaction on a large scale using NLP techniques. I apply a Sentiment Analysis on over 900,000 reviews from Tripadvisor about attractions in different cities to analyze how emotions affect the post-visit perception of tourists visiting a city.