Sentiment analysis, a machine learning and natural language processing technique, is used across various industries such as healthcare, e-commerce, finance, food, pharmaceuticals, airlines, and advertising to understand customer sentiments and opinions from large amounts of unstructured data. It helps businesses improve decision-making, enhance user experiences, identify trends, and optimize marketing strategies. Companies like Bytesview provide text analysis solutions tailored to different sectors.