Movies fascinate audiences with their here narratives, characters, and visual storytelling. But perhaps the most potent element of a film is its ending. A well-crafted conclusion can leave viewers moved, while a poorly executed one can leave audiences wanting more. Analyzing movie endings allows us to explore the cinematic choices made by directors