Top 10 2006 Movies based on IMDb Ratings :

##                     Title     Genre Rating
##              The Prestige     Drama    8.5
##              The Departed     Crime    8.5
##       The Lives of Others     Drama    8.5
##           Pan's Labyrinth     Drama    8.2
##             Casino Royale    Action    8.0
##  The Pursuit of Happyness Biography    8.0
##             Blood Diamond Adventure    8.0
##           Children of Men     Drama    7.9
##                  The Fall Adventure    7.9
##                Apocalypto    Action    7.8

Shown below is a scatterplot showing the correlation between runtime and ratings

Does longer runtime = higher ratings?

ggplot(new_data, aes(x = Rating, y = Runtime,)) +
  geom_point() +
  labs(title = "2006 Runtime and Ratings Comparison",
       x = "Rating",
       y = "Runtime (in minutes)"
)

Based on the inconclusive nature of the data, there doesn’t seem to be a correlation between a longer runtime and a higher rating