TMDB Movie Scores for Valence, Emotion and VAD Analysis

TMDB Movie Scores — Valence, Emotion & VAD contains aggregated keyword scores for over 1.17 million movies from The Movie Database. The dataset likely provides valence, emotion intensity, and VAD (Valence-Arousal-Dominance) metrics derived from textual metadata. Its author, organization, and last update date are unknown.

Use Cases

• Train movie recommendation engines based on aggregated emotional valence scores.
• Analyze trends in cinematic emotion intensity across genres or time periods.
• Build classifiers for film mood or tone based on VAD (Valence-Arousal-Dominance) metrics.

Strengths

• Contains data for over 1.17 million movies, indicating a large scale.
• Aggregates multiple psychological scoring dimensions: valence, emotion intensity, and VAD.

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)

Collection Method

Aggregated keyword analysis, likely from textual metadata.