IMDB Movie Data with Ratings and Revenue, 1972-2019

IMDB_movie_1972-2019 contains information for 5,834 movies scraped from the IMDB website. The data was preprocessed and cleaned for machine learning applications, such as building a recommendation model. It is shared under a CC0 1.0 license.

Use Cases

• Train a movie recommendation model based on genre, actors, and director information.
• Analyze the relationship between critic scores (Metascore) and audience ratings.
• Predict box office revenue based on features like runtime, rating, and genre.
• Study trends in movie production and popularity over the 1972-2019 period.

Strengths

• Contains 5,834 movie records.
• Includes multiple features per movie, such as rating, revenue, and metascore.
• Data is described as preprocessed and cleaned for ML use.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.
• Row count is confirmed, but the specific number of columns and sample data are unavailable for inspection.

Provenance

Source

IMDB (Internet Movie Database)

Collection Method

Scraped from the IMDB website and subsequently preprocessed.

Time Range

1972-2019