license: cc-by-nc-sa-4.0
language:
- en
Dataset Card for IMDb Movie Dataset: All Movies by Genre
Dataset Description
- Homepage: https://www.kaggle.com/datasets/rajugc/imdb-movies-dataset-based-on-genre?select=history.csv
- Repository:
- Paper:
- Leaderboard:
- Point of Contact:
Dataset Summary
This dataset is an adapted version of "IMDb Movie Dataset: All Movies by Genre" found at: https://www.kaggle.com/datasets/rajugc/imdb-movies-dataset-based-on-genre?select=history.csv. Within the dataset, the movie title and year columns were combined, the genre was extracted from the seperate csv files, the pre-existing genre column was renamed to expanded-genres, any movies missing a description (i.e. the description was written as "Add a plot / Plot unkown" or similar) were dropped from the original data, the rating column was left the same, and finally the rest of the remaining columns were dropped. The columns in the data are: "movie title - year", "genre", "expanded-genres", "rating", and "description"
Supported Tasks and Leaderboards
[More Information Needed]
Languages
Language data is English.
Dataset Structure
Data Instances
imdb_genres = 300388 entries
- The dataset that was split into training/test/validation datasets.
- Total amount of disk used: 68.0 MB
training = 240310 entries
- Total amount of disk used: 54.4 MB
test = 30039 entries
- Total amount of disk used: 6.8 MB
validation = 30039 entries
- Total amount of disk used: 6.8 MB
An example of an entries looks as follows:
{
"movie title - year" : "Die Hard - 1988",
"genre" : "Action",
"expanded-genres" : "Action, Thriller",
"rating" : 8.2,
"description" : "A New York City police officer tries to save his estranged wife and several others taken hostage by terrorists during a Christmas party at the Nakatomi Plaza in Los Angeles."
}
Data Fields
The data fields are the same among all splits.
Fields are as follows:
- "movie title - year": a string feature.
- "genre": a string classification label, with the possible values: 'Adventure', 'Action', 'Thriller', 'Romance', 'Crime', 'Fantasy', 'Mystery', 'Horror', 'War', 'Family', 'Animation', 'Scifi', 'Sports', 'History', 'Biography', and 'Film-noir'.
- "expanded-genres" : a string feature.
- "rating" : a floating point value, ranging from 0.0 to 10.0.
- "description" : a string feature.
Source Data
"IMDb Movie Dataset: All Movies by Genre" found at: https://www.kaggle.com/datasets/rajugc/imdb-movies-dataset-based-on-genre?select=history.csv
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
[More Information Needed]
Contributions
[More Information Needed]