1, market analysis: market analysis is the basis of movie box office prediction, taking into account the influencing factors of box office revenues, understanding the needs and interests of different age and social groups, and understanding the information about the release time and publicity efforts of competing films.

2. Big data analysis: The movie industry combines big data technology with movie box office forecasting to understand the behavior of moviegoers and their reactions on social media, which can lead to a better understanding of audience needs and better box office forecasting.