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Sentiment analysis, an effective strategy for making sports betting predictions, includes taking views and feelings from textual information to determine how people feel about certain groups of people, athletes, and events. Sentiment analysis can offer important insights into the prevailing feelings surrounding a game or athlete by examining social media posts, news stories, and fan forums. Bettor decision-making can be aided by this information, which enables them to weigh aspects like team morale, public opinion, and the potential influence on betting markets.