Results: Upon doing some data analysis, it was found that songs with extreme sentiment scores (very high sentiment scores or very low sentiment scores) have extreme word counts. In addition, the most popular words used in songs with high sentiment scores are "heart", "good", and "girl", meanwhile the most popular words used in songs with low sentiment scores are words such as the following: "shit", "won", and "said".
Song Recommender
A sentiment based song recommender developed with the intent to improve one's mood. Created using sentiment scores and natural language processing algorithms.