Cinatomy: Movie Ratings Across 25+ Viewer Criteria

Kaggle hosts a dataset of 1,000 films scored across more than 25 criteria. The criteria are described as factors that viewers actually care about. The author, organization, and specific column definitions are not provided.

Use Cases

• Train a movie recommendation model based on multi-criteria user preferences.
• Analyze correlations between different viewer-centric film attributes.
• Benchmark film quality or audience appeal using a structured scoring framework.

Strengths

• Includes 1,000 films, providing a substantial sample for analysis.
• Scores films across more than 25 distinct criteria, suggesting a multi-faceted evaluation.

Limitations

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

Provenance

Source

kaggle