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

Improve a song's positiveness measure by combining lyrics and audio mood measures.