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150K-Lyrics-Labeled-with-Spotify-Valence - MaRDI portal

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150K-Lyrics-Labeled-with-Spotify-Valence

From MaRDI portal
Dataset:6036694



OpenML43597MaRDI QIDQ6036694

OpenML dataset with id 43597

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22102422/150K-Lyrics-Labeled-with-Spotify-Valence.arff

Upload date: 24 March 2022
Copyright license: No records found.



Dataset Characteristics

Number of features: 5 (numeric: 2, symbolic: 0 and in total binary: 0 )
Number of instances: 158,353
Number of instances with missing values: 2
Number of missing values: 2

Context Based on 250K lyrics database. Created to perform Supervised NLP sentiment analysis task using Spotify valence audio feature, a measure of the positiveness of the song. Content Preparation of the dataset is explained in this notebook. Acknowledgements Thank you Nikita Detkov and Ilya for making the great 250K Lyrics1.csv file that I used for this data set. Thank you Madeline Zhang for the commented Spotify access example code and Spotify for the detailed Developers Spotify API. Inspiration Analysis of lyrics in relation to other song audio features.






This page was built for dataset: 150K-Lyrics-Labeled-with-Spotify-Valence