Emo 163 网易云音乐情感分类数据集

网易云音乐情感分类数据集包含约 395,000 条音乐情感标签数据，其中每条数据由歌曲 ID 、歌单 ID 和歌曲的情感标签三个主要列组成。这些数据的来源是网易云音乐官方网站，提供了对歌曲情感进行标记的详尽信息。歌曲 ID 唯一标识每首歌曲，而歌单 ID 表示歌曲所属歌单。情感标签为每首歌曲赋予了情感上的分类标签，使得研究者和数据科学家能够深入探讨音乐情感分析的领域。由于数据集规模较大，适用于构建情感分析模型、进行数据挖掘，并深入理解音乐与情感之间的关联。

The NetEase Cloud Music Sentiment Classification Dataset contains approximately 395,000 music sentiment label samples. Each data entry consists of three core columns: song ID, playlist ID, and the song's sentiment label. These data are sourced from the official NetEase Cloud Music platform, providing comprehensive annotated information for song sentiment classification. The song ID uniquely identifies each individual song, while the playlist ID indicates the playlist to which the song belongs. The sentiment label assigns a categorical sentiment classification to each song, enabling researchers and data scientists to conduct in-depth explorations in the field of music sentiment analysis. Given its large scale, this dataset is suitable for building sentiment analysis models, performing data mining tasks, and gaining deeper insights into the correlation between music and emotion.

AI搜集汇总

背景与挑战

背景概述

该数据集包含约39.5万条来自网易云音乐的情感标签数据，每条数据由歌曲ID、歌单ID和情感标签三列组成，用于支持音乐情感分类、文本生成等自然语言处理任务的研究与应用。