It would be interesting to use some other data to predict the Oscars -- data that comes out before the Oscars begins, e.g., Golden Globe and other film festival

It would be interesting to use some other data to predict the Oscars -- data that comes out before the Oscars begins, e.g., Golden Globe and other film festival awards, date the movie was released, box office revenue, availability on DVD, history of actors/directors/writers (e.g., have they won or been nominated for Oscars in the past).