Drama films have remained the backbone of narrative cinema since its inception. Unlike action or comedy, dramas often ask audiences to engage with complex emotions, moral ambiguity, and slow-burning conflicts. However, in the 21st century—an era of fragmented media and algorithmic recommendations—movie reviews have become essential mediators. The question is no longer just “Is this drama good?” but “How do reviews shape which dramas become popular?”