This project has been created for the course Artificial Intelligence.
We explored the potential accuracy of the analysis of song lyrics. Datasets with various labels were tested for their ability to categorize lyrics as emitting a certain mood. The focus lies on the comparison of different categorisations and classifiers. The identification of emotions in lyrics is a problem which has no satisfactory solution yet due to the ambiguous and subjective nature of lyrics.