Dataset guide · 机器学习与语料

emo163

NetEase Cloud Music sentiment classification dataset, released by Genius-Society, containing approximately 395,000 music sentiment label records, each consisting of song ID, playlist ID, and sentiment label.

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机器学习与语料Free to access

Key facts

InstitutionGenius-Society
CoverageNetEase Cloud Music platform songs
Time spanSee official page
ScaleApproximately 395,000 records
LicenseCC-BY-NC-ND
AccessModelScope

Contents & fields

The dataset contains approximately 395,000 music sentiment label records, each with three main columns: song ID, playlist ID, and sentiment label. Song ID uniquely identifies each song, playlist ID indicates the playlist the song belongs to, and sentiment label assigns a sentiment classification to each song.

  • Song ID — uniquely identifies each song
  • Playlist ID — indicates the playlist the song belongs to
  • Sentiment Label — sentiment classification label for the song

Research uses

Suitable for building sentiment analysis models, data mining, and understanding the relationship between music and emotion.

This card was drafted from the source page; institution, coverage, time span, scale, fields and license are subject to the official page (pending human review).

Keywords

NetEase Cloud Musicsentiment classificationmusic sentimentsentiment labeldatasetsentiment analysis

Access & license

License: License pending verification | Free to access

Why this is hard to get on your own

Obtain large-scale music data with sentiment labels for training sentiment analysis models.

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