Our project focuses on examining the dialogues within movie scripts, using the Cornell Movie-Dialogs Corpus. We want to understand how characters talk to each other, looking for common ways they express themselves and the underlying patterns in their dialogues. By figuring out these talking patterns, we can learn more about how to tell a good story through dialogue in movies. This project is relevant for people in the film industry, like directors and storywriters. For directors, knowing these patterns can improve how they create scenes and make dialogues more engaging and authentic. Storywriters can benefit by creating characters with dialogues that match their personalities and the story's development. Overall we hope to use the Cornell Movie-Dialogs Corpus to enhance the quality and authenticity of storytelling.