Sentiment analysis deals with common challenges in determining sentiment from unstructured text. Popular application areas for sentiment analysis include social media, customer reviews, and survey responses due to the large amounts of online opinions and feedback generated. Students are asked to post a 100-300 word response to an online discussion by Wednesday discussing challenges in sentiment analysis and popular application areas.