- Data analysis exploring the relationship between the audio features of a song and how positive or negative its lyrics are, involving sentiment analysis and supervised machine learning
- Includes data collection script that scrapes audio feature data from the Spotify API, as well as lyrical data from the LyricWikiAPI
Jupyter Notebook here: Spotify Data Analysis
Data collection script here: Python data scraper
If you want to read the full report on this data analysis, including the results and discussion, you can take a look at my blog post here: Music and Mood: Assessing the Predictive Value of Audio Features on Lyrical Sentiment