Social media analysis have become a crucial tool for businesses wanting to analyze their audience and develop effective strategies. By harnessing the power of social media data, companies can gain valuable knowledge into consumer behavior, trends, and rival activity. This abundance of information facilitates businesses to make data-driven decision