TMDB Top Rated Movies with Ratings and Genres, 10,000 Titles

10,000 top-rated movies are listed from The Movie Database (TMDB). The dataset includes ratings, genres, and descriptions for each film. Its origin and specific collection methodology are not detailed in the provided metadata.

Use Cases

• Train a movie recommender system based on genre and rating data.
• Analyze correlations between movie descriptions and high ratings using NLP.
• Classify films by genre based on the provided metadata.
• Study the distribution of top-rated movies across different genres.

Strengths

• Contains 10,000 top-rated movies, providing a substantial sample for analysis.
• Includes multiple data points per movie: ratings, genres, and descriptions.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

The Movie Database (TMDB)