  The Internet Movie Database (IMDb) is one of the most-visited websites in the
world and the premier source for information on films. Like Wikipedia, much of
IMDb's information is user contributed. IMDb also allows users to voice their
opinion on the quality of films through voting. We investigate whether there is
a connection between this user voting data and certain economic film
characteristics. To this end, we perform distribution and correlation analysis
on a set of films chosen to mitigate effects of bias due to the language and
country of origin of films. We show that production budget, box office gross,
and total number of user votes for films are consistent with double-log normal
distributions for certain time periods. Both total gross and user votes are
consistent with a double-log normal distribution from the late 1980s onward,
while for budget, it extends from 1935 to 1979. In addition, we find a strong
correlation between number of user votes and the economic statistics,
particularly budget. Remarkably, we find no evidence for a correlation between
number of votes and average user rating. As previous studies have found a
strong correlation between production budget and marketing expenses, our
results suggest that total user votes is an indicator of a film's prominence or
notability, which can be quantified by its promotional costs.
