Data Science Class. Project 1 Task

1. get the data (metacritics)
2. join the data
3. investigate the mojo
4. investigate the metacritics

Ideas

1. look at distribution/ histogram
2. missing values, invalid, duplicates, outliers
3. overrall spend trend over time
4. rate of return = domestic gross / budget, relationship with other variables target: domestic gross take x: budget len(genre) categorical variables with genre

season: spring: Jan to April summer: (may 01- jul) fall: (aug-oct) christmas: (Nov - Dec )

studios: group them to top 10 and other top_studio_ind = 1 for top 10 studio else 0

director: established_directors_ind = any one with more than 10 films, 1, else 0

6. seasonality
7. look at director, find money making directors / actors
8. genere,
9. how important is the first week w/total
10. should you pay attention to critics? (critics ~ gross take)