Movie Data Analysis

Explore the Movie Data

This page contains the dataset used in the analysis. Use the table to compare movies and look for relationships among revenue, ratings, popularity, audience engagement, genre, and runtime.


Movie Data

Summary:


original_title original_language revenue
Total amount of money a film earns from all sources, like box office and licensing, before subtracting costs
 popularity
Popularity of movie. The bigger the number, the higher the popularity.
 vote_average
Average of rating/vote for the movie
 vote_count
Number of ratings/vote recorded for the movie
 genre runtime
Frozen II en 1450026933 166.097 7.3 7740 ['Family', 'Animation', 'Adventure', 'Comedy', 'Fantasy'] 103
Spider-Man: Far From Home en 1131927996 273.535 7.5 10893 ['Action', 'Adventure', 'Science Fiction'] 129
The Hobbit: The Battle of the Five Armies en 956019788 149.368 7.3 11435 ['Action', 'Adventure', 'Fantasy'] 144
Spider-Man 3 en 890871626 236.031 6.3 10473 ['Fantasy', 'Action', 'Adventure'] 139
Inception en 825532764 144.741 8.3 30184 ['Action', 'Science Fiction', 'Adventure'] 148
Coco en 800526015 573.567 8.2 14756 ['Family', 'Animation', 'Fantasy', 'Music', 'Comedy', 'Adventure'] 105
Iron Man 2 en 623933331 177.523 6.8 16914 ['Adventure', 'Action', 'Science Fiction'] 124
Big Hero 6 en 657827828 109.657 7.8 13112 ['Adventure', 'Family', 'Animation', 'Action', 'Comedy'] 102
The Maze Runner en 348319861 204.576 7.2 13987 ['Action', 'Mystery', 'Science Fiction', 'Thriller'] 113
Dune en 331116356 2911.423 8 3632 ['Action', 'Adventure', 'Science Fiction'] 155
Free Guy en 331096766 1850.47 7.8 3493 ['Comedy', 'Action', 'Adventure', 'Science Fiction'] 115
Cruella en 233274812 510.735 8.3 5879 ['Comedy', 'Crime'] 134
Percy Jackson & the Olympians: The   Lightning Thief en 226497209 172.953 6.2 6008 ['Adventure', 'Fantasy', 'Family'] 118
Jungle Cruise en 213644366 683.909 7.8 3111 ['Adventure', 'Fantasy', 'Comedy', 'Action'] 127
The Suicide Squad en 167381210 807.497 7.8 4695 ['Action', 'Adventure', 'Fantasy'] 132
Eternals en 165000000 3365.535 7.1 622 ['Action', 'Adventure', 'Science Fiction', 'Fantasy'] 157
Space Jam: A New Legacy en 148810604 525.266 7.3 2550 ['Animation', 'Comedy', 'Family', 'Science Fiction'] 115
Tom & Jerry en 132000000 232.966 7.1 1831 ['Comedy', 'Family', 'Animation'] 101
PAW Patrol: The Movie en 121000000 596.854 7.7 660 ['Animation', 'Family', 'Adventure', 'Comedy'] 86
The Boss Baby: Family Business en 112000000 761.177 7.7 1582 ['Animation', 'Comedy', 'Adventure', 'Family'] 107
Wrath of Man en 103966489 541.957 7.8 2598 ['Action', 'Crime', 'Thriller'] 119
The Addams Family 2 en 93258233 1031.821 7.4 562 ['Animation', 'Comedy', 'Family'] 93
Mortal Kombat en 83601013 495.192 7.3 4000 ['Action', 'Fantasy', 'Adventure'] 110
After en 69497587 239.301 7.2 6704 ['Romance', 'Drama'] 106
Bride of Chucky en 50671850 175.452 5.9 1302 ['Horror', 'Comedy', 'Romance'] 89
Luca en 49010641 639.636 8 5020 ['Animation', 'Comedy', 'Family', 'Fantasy'] 95
Zack and Miri Make a Porno en 42105111 127.583 6.3 1757 ['Comedy'] 102
BORUTO -NARUTO THE MOVIE- ja 40200000 229.477 7.7 917 ['Animation', 'Action', 'Comedy'] 95
Coraline en 124596398 111.854 7.8 5356 ['Animation', 'Family', 'Fantasy'] 100
The Protégé en 8115215 832.048 6.8 330 ['Action', 'Crime', 'Thriller'] 109
A todo tren: destino Asturias es 3468053 186.728 4.7 33 ['Comedy', 'Family'] 90
Cult of Chucky en 2200000 149.692 5.8 800 ['Horror', 'Thriller'] 91
Gunpowder Milkshake en 344931 1453.423 6.5 347 ['Action', 'Thriller', 'Crime'] 114
Werewolves Within en 250811 225.012 6.1 179 ['Comedy', 'Horror'] 97

Analysis



Insight 1

Movie Revenue Vote Count Rating
Inception $825.5 million 30,184 8.3
Harry Potter and the Chamber   of Secrets $876.7 million 17,203 7.7
Coco $800.5 million 14,756 8.2
Cult of Chucky $2.2 million 800 5.8
Werewolves Within $250,811 179 6.1

Wide audience engagement is closely connected to revenue. Vote count, aka number of ratings, has the strongest relationship with revenue among the numerical variables in the dataset. The correlation between vote count and revenue is approximately 0.71, indicating that movies with more audience votes tend to earn more money.

Movies in the highest revenue quartile received high amounts of votes such as 30,184 or 17.203 votes, compared with only 800 or 179 votes for movies in the lowest quartile.

Insight 2

Movie Revenue Average Rating
Inception $825.5 million 8.3
Cruella $233.3 million 8.3
Coco $800.5 million 8.2
Luca $49.0 million 8
Spider-Man 3 $890.9 million 6.3
Hancock $629.4 million 6.3

A high rating does not guarantee high revenue. Average rating has only a weak positive relationship with revenue, with a correlation of approximately 0.20. Some highly rated movies earned hundreds of millions of dollars, but others earned much less. At the same time, several lower-rated movies were major commercial successes.

Luca received an 8.0 rating but earned only $49 million in recorded revenue, while Spider-Man 3 earned almost $891 million with a rating of 6.3. Factors not included in the dataset—such as franchise recognition, marketing, release strategy, theater availability, and streaming distribution—may help explain these differences.

How to read the data?

Visit the Glossary page to learn more about the data titles.