Protocol for 'Box Office Evolution'

Timestamp

2000-2023

Data source

• TMDB Movies Dataset (kaggle)
• Preprocessed Dataset

Protocol

1. 1. Selected necessary columns
2. 2. Dropped rows with missing values
3. 3. Selected primary genre for each movie
4. 4. Selected movies between the years 2000 and 2023 (included)
5. 5. Dropped rows where runtime is 0.0
6. 6. Dropped rows where budget is 0.0
7. 7. Scaled revenue with 1,000,000,000
8. 8. Grouped data by release year
9. 9. Calculated sum of box office for each year