IMDB Movie Metadata and Ratings

IMDB movie data includes metadata and user ratings for films. The dataset was uploaded by ShubhamChoksi to Hugging Face in November 2023. Its specific size and row count are not provided.

Use Cases

• Predict movie ratings from metadata like genre, director, or cast using regression models.
• Cluster movies into genres or styles based on textual plot summaries or metadata features.
• Analyze trends in film production or audience ratings over time using release_year and rating columns.
• Train a classifier to identify high-grossing films from budget, runtime, and star power features.

Strengths

• Sourced from IMDB, a major authoritative database for film information.
• Includes multiple data modalities indicated by platform tags: tabular metadata and text.

Limitations

• Unknown total number of rows and specific column schema limits reproducibility.
• Data freshness is unclear as the last platform update was in 2023, not necessarily the data itself.
• Potential geographic bias towards US films, as suggested by the 'Regionus' platform tag.

Provenance

Source

IMDB (Internet Movie Database).

Collection Method

Scraped or exported from the IMDB platform, method unspecified.

Time Range

null

Freshness

Last updated on the Hugging Face platform in November 2023.

Geography

Primarily US films, based on platform tags.