In Blu-Ray sales only. And only the first week. It immediately
dropped below “Hunger Games” in its second week.
On its first week of DVD sales “Battleship” sold 371,411 units.
That week “Hunger Games” sold 510,664 and “The Lucky One”
sold 514,990 for the number one spot.
On its second week “Battleship” sold 160,748 units. That week
“Hunger Games” sold 297,682 units.
On its third week “Battleship” sold 72,301 units dropping to
number 13. That week “Hunger Games” sold 151,079 units
dropping to number 4.
On “Battleship” fourth week of release it dropped to 17 and sold
52,141 units. That week “Beverly Hills Chihuahua 3” sold 300,659
units. Almost what “Battleship” sold on its first week. At no time
did “Battleship” sell more DVD’s than “Hunger Games”
It seems to me an overall look at what people buy is more accurate
then focusing on the macro to find what you want to find.
I am not saying it's possible; I'm saying that your distinction, while important, MAY (emphasis may) not be an argument towards looking for an algorithm that can predict the success of movies.
In the entire history of entertainment - not just movies but all
entertainment - producers have tried to find a set of numbers
that will predict the success of their product. It has never succeeded.
I suspect it never will. People (the buying public) are unpredictable.
Frightening to a producer - encouraging to a storyteller.
A producer can put everything people “enjoy” into a movie including
actors people love and the film can still fail to attract an audience.
Look at “The Last Action Hero” made in 1993. It had EVERYTHING
an algorithm would suggest meant success. What algorithm would
predict that a movie about a bobsled team from Jamaica would
attract more movie goers than an action film written by Shane Black,
directed by John McTiernan and starring Arnold would be out performed
by “Cool Runnings”?
Then a writer/director will make a movie every algorithm says no
one will enjoy and people flock to it on huge numbers. What
algorithm would say that faux documentary about a three students
looking into a witch story in Maryland would out gross that years
James Bond film by $13.3 million?
Anyway, it’s fun to think about and I hope you find that algorithm.
Perhaps you should drop the dream of being a producer and gather a
team to build this algorithm.