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This is a movie knowledge‑graph dataset prepared for NebulaGraph, sourced from OMDB and MovieLens, intended for movie recommendation systems.

This project uses the MovieLens 32M and MovieLens 1B Synthetic Datasets to demonstrate an advanced recommendation system developed for a media streaming platform (inspired by Netflix). The system employs a hybrid approach that combines collaborative filtering, content‑based filtering, and graph‑based recommendation to provide personalized movie suggestions.

The MovieLens dataset includes user ratings for various movies, movie titles and genres, user‑generated movie tags, and identifiers from external movie data sources.