Genius-Society/emo163

emo163数据集包含约395,000条音乐情感标记数据，每条数据由三个主要字段组成：歌曲ID、歌单ID和歌曲情感标签。数据来源于网易云音乐官方网站，提供了详尽的信息用于歌曲情感标注。歌曲ID用于唯一标识每首歌曲，歌单ID表示歌曲所属的歌单，情感标签为每首歌曲提供了情感分类的标记。这个数据集规模较大，适合用于构建情感分析模型、进行数据挖掘以及更深入地理解音乐与情感之间的关联。The emo163 dataset contains about 395,000 music sentiment tagged data, where each piece of data consists of three main columns: song ID, song list ID, and the sentiment tag of the song. The data source is the official website of NetEase Cloud Music, which provides exhaustive information for labeling song sentiment. The song ID uniquely identifies each song, while the song list ID indicates the songs belonging to the song list. Sentiment tags provide an emotionally categorized label for each song, making this dataset suitable for building sentiment analysis models, conducting data mining, and gaining a deeper understanding of the association between music and sentiment.

搜集汇总

背景与挑战

背景概述

emo163数据集是一个包含约39.5万条音乐情感标注数据的大规模数据集，每行数据包括歌曲ID、歌单ID和情感标签三列，数据来源于网易云音乐官网，涵盖12种情感类别如Joyful、Lonely、Relaxing等。该数据集适用于音乐情感分析、数据挖掘和模型训练，支持音频分类和图像分类任务，格式为json，语言为英语，采用cc-by-nc-nd-4.0许可证。