Shree2428/letterboxd-10m-movies-ratings-2025
Letterboxd Movie Ratings 10M (Popular Users - Dec 2025) Description This dataset contains approximately 10.4 million movie ratings collected in December 2025. It focuses on the activity of the 6,519 most popular users from Letterboxd at the time of december 2025 Dataset Statistics General Metrics Metric Value Total Interactions 10,462,257 Unique Users 6,519 Unique Movies 281,045 Matrix Density 0.5710% Global Mean… See the full description on the dataset page: https://huggingface.co/datasets/Shree2428/letterboxd-10m-movies-ratings-2025.
Letterboxd Movie Ratings 10M (Popular Users - Dec 2025)
Description
This dataset contains approximately 10.4 million movie ratings collected in December 2025. It focuses on the activity of the 6,519 most popular users from Letterboxd at the time of december 2025
Dataset Statistics
General Metrics
Rating Distribution
The ratings follow a typical distribution skewed towards positive values (3.0 - 4.0).
Activity Statistics (Per User & Per Movie)
These statistics illustrate the activity volume. Note the heavy long-tail distribution for movies (75% of movies have 8 ratings or fewer within this specific user group).
Data Schema
The dataset is provided in two formats: Parquet (recommended for performance) and CSV (for universal compatibility).
- `user` (uint16): Anonymized numerical identifier for the user.
- `movie_id` (uint32): Letterboxd internal identifier (slug-based ID) of the movie.
- `title` (string): English title of the movie.
- `rating` (float32): Numerical rating on a scale of 0.5 to 5.0.
Citation and Attribution
If you use this dataset in your research or project, please cite it as follows:
[Titouan Mokrani], Letterboxd Movies Rating 10M (2025), available on Hugging Face.
License and Disclaimer
This dataset is distributed under the CC-BY-NC-SA 4.0 license.
- Non-Commercial: Use limited to research, education and personnals projects.
- Ownership: Original data belongs to Letterboxd and its community contributors.