Abstract: Social media has emerged as an essential component of daily life for many individuals, fulfilling various roles including entertainment, commerce, personal communication, and the preservation of social connections. A primary area of investigation in the realm of social media is sentiment analysis, which plays a crucial role in market research and crisis management. This analysis has been conducted using machine learning algorithms. At present, there is a deficiency of sentiment analysis research available in the Thai language.