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, shifts, and competitor activity. This wealth of information allows businesses to develop data-driven decision