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Sports analytics in American football is pivotal in developing strategies and enhancing performance but is often time-consuming and tedious for coaches and players. Therefore, automating this process can provide great benefits for teams in creating better plans and tactics. Particularly, being able to automatically classify different formations at the beginning of play and provide detailed tendency reports is crucial developing plans for future games.