Creation Steps - Downloaded [5 Million Song Dataset](https://www.kaggle.com/datasets/nikhilnayak123/5-million-song-lyrics-dataset) from Kaggle - Selected quality artists, as defined by me - Remove songs featuring any [profanity](https://github.com/surge-ai/profanity) - Added normalized version of lyrics (used for GloVe embedding only) - lower case, remove punctuation, remove stopwords, lemmatize) - Computed four sets of embeddings using all-MiniLM-L12-v2, all-distilroberta-v1, text-embedding-ada-002, and average_word_embeddings_glove.840B.300d