Posts Tagged ‘Movies’

IMDb Movie Ratings Over the Years

October 9th, 2009

It’s time for a random dose of statistics courtesy of The Internet Movie Database. Let’s consider all movies that have been released theatrically over the last 60 years and see whether there is a trend in their perceived quality over time. That is, do new movies generally receive higher or lower scores on IMDb than old movies?

Before looking at the numbers though, we need some rules to clarify what types of movies we are considering:

  • We only consider theatrically-released films — no straight-to-video movies or TV movies.
  • Short films that were released theatrically (such as Pixar’s Presto) are included.
  • We only consider movies that have received 1000 or more votes. This restriction is to prevent movies with only a handful of votes from skewing the results too much.
  • The theatrical release date of the movie must have been at least as recent at 1950.

IMDb contains 10034 movies that satisfy the above criteria. The average score (on a scale of 1 to 10) of those movies is 6.38 and the median score is 6.6. The average score per release year is given by the following graph:

IMDb Ratings

As you can see, older movies (1950 – 1975) have abnormally high scores, as do very recent movies (2000 – 2009). These differences are indeed statistically significant. For example, the p-value associated with the test that the mean score in 1950 is the same as the mean score in 1989 is less than 10-19. The p-value associated with the test that the mean score in 2008 is the same as the mean score in 1989 is about 0.0021. Other nearby years give similar p-values.

So this tells us that, in general, particularly old movies receive the highest scores, followed by newly-released movies, followed by “semi-old” movies from the 1980’s and 1990’s. So why the differences? Were movies from the 1980’s really just that bad? Possibly, but the more likely explanation is that movies from the 1950’s  through 1970’s have artificially higher scores because people don’t generally go back and watch the crummy movies of the last generation, so they get forgotten and do not have 1000 votes on IMDb. Will people be watching Disaster Movie in forty years? I sure hope not.

On the other hand, particularly recent movies tend to draw a fair amount of hype and fanboyism. Remember when The Dark Knight had a score of 9.8 and was at #1 on the IMDb top 250? Now, one year later, it has a score of 8.9 and is located at #9 on the top 250. It will likely dwindle a little further down over the coming years as well.

The Best and Worst of Each Year

While we’re looking at ratings of movies over the years, I suppose I might as well provide a list of the best and worst movie of each year (based on the votes of IMDb users), since such a list is not available on the IMDb website itself to my knowledge. Keep in mind that, as before, only movies with 1000 or more votes are considered. Enjoy!

Year Best Worst
1950 Sunset Blvd. Destination Moon
1951 Strangers on a Train Flying Padre: An RKO-Pathe Screenliner
1952 Singin’ in the Rain Jack and the Beanstalk
1953 Duck Amuck Robot Monster
1954 Rear Window Jail Bait
1955 Nuit et brouillard Bride of the Monster
1956 The Killing The Conqueror
1957 12 Angry Men Beginning of the End
1958 Vertigo The Screaming Skull
1959 North by Northwest Yusei oji
1960 Psycho Ein Toter hing im Netz
1961 Divorzio all’italiana The Beast of Yucca Flats
1962 Lawrence of Arabia Eegah
1963 The Great Escape The Skydivers
1964 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb The Starfighters
1965 Per qualche dollaro in più Monster a-Go Go
1966 Il buono, il brutto, il cattivo. Night Train to Mundo Fine
1967 Cool Hand Luke The Hellcats
1968 C’era una volta il West Girl in Gold Boots
1969 Le chagrin et la pitié Five the Hard Way
1970 Mihai Viteazul Hercules in New York
1971 12 stulyev The Touch of Satan
1972 The Godfather Night of the Lepus
1973 The Sting Gojira tai Megaro
1974 The Godfather: Part II The Bat People
1975 Hababam sinifi Zaat
1976 Tosun Pasa Track of the Moon Beast
1977 Saban Oglu Saban The Incredible Melting Man
1978 Kibar Feyzo Laserblast
1979 Apocalypse Now Angels’ Brigade
1980 Star Wars: Episode V – The Empire Strikes Back L’uomo puma
1981 Raiders of the Lost Ark Le lac des morts vivants
1982 Vincent Megaforce
1983 Jaane Bhi Do Yaaro Los nuevos extraterrestres
1984 Balkanski spijun Ator l’invincibile 2
1985 Esperando la carroza Final Justice
1986 Aliens Zombie Nightmare
1987 L’homme qui plantait des arbres Leonard Part 6
1988 Nuovo cinema Paradiso Hobgoblins
1989 Ilha das Flores R.O.T.O.R.
1990 Goodfellas The Final Sacrifice
1991 The Silence of the Lambs Cool as Ice
1992 Reservoir Dogs Meatballs 4
1993 Schindler’s List Barschel – Mord in Genf?
1994 The Shawshank Redemption Tangents
1995 The Usual Suspects Dis – en historie om kjærlighet
1996 Paradise Lost: The Child Murders at Robin Hood Hills Merlin’s Shop of Mystical Wonders
1997 Masumiyet Pocket Ninjas
1998 American History X Die Hard Dracula
1999 Fight Club The Underground Comedy Movie
2000 Memento The Tony Blair Witch Project
2001 The Lord of the Rings: The Fellowship of the Ring Glitter
2002 Cidade de Deus Ben & Arthur
2003 The Lord of the Rings: The Return of the King From Justin to Kelly
2004 Eternal Sunshine of the Spotless Mind Superbabies: Baby Geniuses 2
2005 Babam Ve Oglum Troppo belli
2006 Kiwi! Pledge This!
2007 Heima Ram Gopal Varma Ki Aag
2008 The Dark Knight Disaster Movie
2009 (so far) Inglourious Basterds Jonas Brothers: The 3D Concert Experience


Math in the Movies: Up

May 30th, 2009
Up's balloon house

Up’s balloon house

Let me say right off the bat that I am in no way insulting or belittling the new Pixar film Up, which was released in theatres this weekend; it was one of Pixar’s better outings, and that’s saying something. However, after reading a ridiculous article on that actually defends the physical plausibility of Up, I couldn’t help but write a thing or two about the (im)plausibility of the movie myself.

The absurdness of the article appears as early as its fourth sentence:

Given the fact that one cubic foot of Helium can lift 60 pounds, with even small, 1 x 1-foot balloons, Carl’s rig has the capacity to lift about 618 tons—enough to lift about 150 Hummers.


Let’s think for a second about the numbers in that sentence, shall we? One cubic foot of helium can lift 60 pounds. Really, PopularMechanics? When was the last time that you were at a fair and saw a full-grown man get carried away by four helium balloons? How about instead of putting window washers and construction workers on scaffolding, we just tie a handful of balloons to their waist? Seems like a more economical solution to me.

Indeed, since can’t seem to be bothered, let’s do some actual math to figure out how plausible the situation in Up really is. Helium’s density is about 5.06 grams per cubic foot and the density of air is roughly 36.11 grams per cubic foot. Thus, one cubic foot of helium can lift roughly 31.05 grams (this number will vary slightly depending on what figure you use for air density and whether or not you include the weight of the balloon itself, but I think that we can all agree that it is slightly less than 60 pounds).

Assuming that the average balloon indeed holds a cubic foot of helium (this seems like a reasonable assumption to me), we then find that it would take some 2630 balloons just to lift a 180-pound old man. To pick up his house (assuming a weight of 50 tons, which seems reasonable to me) as well would then require some 1.46 million balloons—a far cry from the reported 20622 balloons that were actually used. But hey, 20622 balloons would be enough to lift about 1400 pounds, or just under 3/4 of a ton. That’s pretty close to what you said, right PopularMechanics?

Update [June 1, 2009]: PopularMechanics has now corrected their article by replacing the offending text with “Given the fact that Helium can lift over six times its weight, Carl’s idea isn’t entirely fiction.”