Analyzing about 100,000 movies in IMDb, such as Top 5 with a low evaluation but a lot of evaluations

ByJames Sann

"The Internet Movie Database(Abbreviation: IMDb) "is an online database that provides a wide range of information, from plotting, directing, casting actors, reviews to trivia related to works of works such as movies and TV programs. The number of works registered in IMDb isMore than 2,790,000Also, many Japanese movies are registered. In IMDb, the user posts reviews freely and evaluates the work on a scale of ten, but among them, analyzes the data such as the evaluation, the number of evaluations, the date of release of about 100,000 books of the top movies that are popular among them A person who appeared appeared, and the data is graphed and made public.

IMDB Top 100K Movies Analysis in Depth Part 1 | Bugra Akyildiz
http://bugra.github.io/work/notes/2014-02-15/imdb-top-100K-movies-analysis-in-depth-part-1/

◆ Best films by age
The best movie by age derived by analyzing the work whose evaluation is 8.5 or more out of the ten out of 10 and the evaluation number is 25,000 or more.

1950:Sunset Boulevard(Title: Sunset Blvd.)
1954:Back window(Title: Rear Window) /Seven Samurai(Title: Seven Samurai)
1957:Twelve angry guys(Title: 12 Angry Men)
1960:Psycho(Title: Psycho)
1964:Dr. Abnormal affection or I stopped worrying how I came to love the hydrogen bomb(Original title: Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb)
1966:Continued · Gunman of the sunset(Title: Il buono, il brutto, il cattivo.)
1968:Western(Title: C'era una volta il West)
1972:Godfather(Title: The Godfather)
1974:Godfather PART II(Original title: The Godfather: Part II)
1975:On the cuckoo's nest(Title: One Flew Over the Cuckoo's Nest)
1977:Star Wars Episode 4 / New Hope(Title: Star Wars)
1980:Star Wars Episode 5 / Empire Strikes Back(Original title: Star Wars: Episode V - The Empire Strikes Back)
1981:Raiders / Lost Ark(Title: Raiders of the Lost Ark)
1990:Goodfellas(Title: Goodfellas)
1991:Silence of the Lambs(Title: The Silence of the Lambs)
1993:List of Schindler(Title: Schindler's List)
1994:In the sky of Shawshank(Original title: The Shawshank Redemption) /pulp fiction(Title: Pulp Fiction) /Forest · Gump Ichigo-kai(Title: Forrest Gump)
1995:Seven(Title: Se 7en)
1997:Life is beautiful(Title: La vita è bella)
1998:Private Ryan(Title: Saving Private Ryan) /American History X(Title: American History X)
1999:Fight Club(Original title: Fight Club) /matrix(Title: The Matrix)
the year of 2000:Ment(Title: Memento)
2001:Lord of the Ring(Original title: The Lord of the Rings: The Fellowship of the Ring)
2002:Lord of the Rings / Two Towers(Title: The Lord of the Rings: The Two Towers)
2003:Lord of the Rings / Return of the King(The Title: The Lord of the Rings: The Return of the King)
2006:Rang De Basanti(Title: Paint it Yellow, Indian movie)
2007:Taare Zameen Par(Title: Like Stars on Earth, Indian Film)
2008:dark Knight(Original title: The Dark Knight)
2010:Inception(Title: Inception)
2011:The strongest two(Title: Intouchables)
year 2012:Dark Knight Rising(Title: The Dark Knight Rises)

◆ Best number of evaluations 10
The works whose evaluation is 8.5 or higher are listed in descending order of the number of evaluations.

The first place:In the sky of Shawshank(1994) Number of ratings:1157455Evaluation:9.3
No. 2:dark Knight(2008) Number of ratings:1125214Evaluation:9.0
No. 3:pulp fiction(1994) Number of ratings:893719Evaluation:9.0
No. 4:Fight Club(1999) Number of ratings:881325Evaluation:8.9
No. 5:Lord of the Ring(2001) Number of ratings:855325Evaluation:8.9
No. 6:Lord of the Rings / Return of the King(2003) Number of ratings:828522Evaluation:8.9
No. 7:Godfather(1972) Number of ratings:805802Evaluation:9.2
# 8:List of Schindler(1993) Number of ratings:587233Evaluation:8.9
No. 9:Godfather PART II(1974) Number of Ratings:529579Evaluation:9.1
# 10:Continued · Gunman of the sunset(1966) Number of ratings:347858Evaluation:9.0

◆ Evaluation Worst 10
The ranking of the work whose average evaluation value was low is like this. Since neither is published in Japan, there is no Japanese title.

The first place:The Weekend It Lives(1992) Number of evaluations:1262Evaluation:1.2
No. 2:Gulczas, a jak myslisz ...(2001) Number of ratings:896Evaluation:1.2
No. 3:Yyyreek !!! Kosmiczna nominacja(2002) Number of evaluations:860Evaluation:1.1
No. 4:Proud American(2008) Number of ratings:715Evaluation1.1
No. 5:The Maize 2: Forever Yours(2006) Number of ratings:704Evaluation:1.2
No. 6:La leggenda del Titanic(1999) Number of ratings:695Evaluation:1.3
No. 7:Santa and the Ice Cream Bunny(1972) Number of ratings:644Evaluation:1.3
# 8:Popstar(2000) Number of ratings:641Evaluation:1.3
No. 9:Rocket Attack U.S.A.(1961) Number of ratings:616Evaluation:1.4
# 10:Hunting of Man(2003) Number of ratings:583Evaluation:1.4

◆ top 5 films with high evaluation and low ratings
In the previous worst 10, it was only the work "There were few people who got points" in the first place, but it is like this if the ranking of the work is "The score was low despite the number of people who added points". Three works from the "Twilight" series are entering the ranking.

The first place:New Moon / Twilight Saga(2009 Title: The Twilight Saga: New Moon) Number of Ratings:178416Evaluation:4.6
No. 2:Batman & Robin Mr. Freeze's Counterattack(1997 Title: Batman & Robin) Number of Ratings:148286Evaluation:3.6
No. 3:Eclipse / Twilight Saga(2010 Title: The Twilight Saga: Eclipse) Number of Ratings:142679Evaluation:4.9
No. 4:Twilight Saga / Breaking Dawn Part 1(2011 Title: The Twilight Saga: Breaking Dawn - Part 1) Number of Ratings:140406Evaluation:4.9
No. 5:Wild · Wild · West(1999 Title: Wild Wild West) Number of Ratings:107150Evaluation:4.7

The graph below shows the relationship between the evaluation of the work and the screening time. The vertical axis shows the evaluation of the work, and the horizontal axis shows the screening time. Regardless of the length of the show time, there are many works whose evaluation exceeds 8, and you can see from the graph that screening time does not significantly affect the evaluation of the work. In addition, there are many works whose screening time is from 80 minutes to 100 minutes, followed by works from 100 minutes to 120 minutes.


A graph of the relationship between the evaluation of the work and the number of evaluations will be as follows. The larger the number of evaluations, the lower the number of works that got low ratings. Focusing only on the evaluation of the work, there are very few works with ratings less than 2, and most works are about 4 to 8 evaluations.


The graph below shows the relationship between the evaluation and the release date, and it seems that there is a tendency to increase the number of works with lower evaluation as the release date becomes newer.


Graphically the number of public figures by year is as follows. The number of public figures, which was about 600 in 1950, continues to increase every year, and in 2012 about 3,900 works are open to the public. In 2013 it seems that more than 7000 works exceeding the number of works in 2012 have been released.


According to Bugra Akyildiz who analyzed the top 100,000 books that are popular in IMDb and got into the graph, this time it is going to summarize the relationship between the evaluation and the number of evaluations of director, performer, work and soon It is.