Opportunities for future analysis
- Production budgets and estimated profit
- Marketing spending
- Release year and season
- Number of theaters or countries in which the movie was released
- Franchise status
- Critic scores
- Streaming performance
- Awards and nominations
- Director and cast recognition
These additional variables could help explain why movies with similar ratings achieve very different financial results.