Jaiminshahh/music-universe-hkg

这是一个结构丰富的异质知识图谱数据集，映射了互连的音乐宇宙，包含166,330个节点、759,236条边、6种实体类型和16种关系类型。实体类型包括艺术家、曲目、专辑、流派、音频聚类和时代，关系类型涵盖了表演者、出现在专辑上、流派关联等多种关系。数据集提供了多种文件格式，包括JSONL、TSV、JSON和Pickle，便于直接加载和使用。数据来源于Spotify曲目数据集，并通过协作分析、音频特征相似性、流派共现等方法计算得出关系。

A richly structured Heterogeneous Knowledge Graph mapping the interconnected music universe with 166,330 nodes, 759,236 edges, 6 entity types, and 16 relation types. Entity types include Artist, Track, Album, Genre, AudioCluster, and Era, while relation types cover PERFORMED_BY, APPEARS_ON, HAS_GENRE, and more. The dataset provides various file formats including JSONL, TSV, JSON, and Pickle for easy loading and usage. The data is sourced from the Spotify Tracks Dataset with derived relationships computed via collaboration analysis, audio feature similarity, genre co-occurrence, and other methods.