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Betting lines in MLB are influenced by various factors such as team performance, player injuries, pitching matchups, and historical data. Oddsmakers adjust lines based on betting patterns and public sentiment, often leading to fluctuations throughout the betting cycle. Advanced statistics and analytics also play a significant role in shaping perceptions of team strengths and weaknesses, impacting how lines are set.