Top-Rated Movies with Ratings, Popularity, and Plot Summaries

9,940 top-rated movies are listed in this dataset. It includes ratings, popularity metrics, and plot summaries for each film. The dataset was sourced from Kaggle, but the author, organization, and last update date are unknown.

Use Cases

• Build movie recommendation systems based on user ratings and popularity scores.
• Analyze trends in movie popularity over time based on the provided metrics.
• Perform natural language processing on plot summaries for genre classification or sentiment analysis.
• Train models to predict a film's rating based on its plot summary and popularity data.

Strengths

• Contains 9,940 movie entries, providing a substantial sample for analysis.
• Includes multiple data points per movie: ratings, popularity, and plot summaries.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.
• Data may reflect temporal or source bias inherent to Kaggle.

Provenance

Source

Kaggle