🎧 Spotify Data Project (work in progress)
A full-stack data project utilizing audio features data from the official Spotify Web API.
🌱 Motivation
Main motivation for this project was to get practical experience in all the steps of a data project including (automated) data retrieval, data exploration as well as data modeling, using Python, SQL and Bash.
📓 Notebooks
📝 Blog Posts
- 'Spotify Data Project Part 1 - from Data Retrieval to First Insights' on tgel0.github.io and republished by Towards Data Science on Medium.com
- 'Using Data to Find the Most Popular Tracks of the Summer on Spotify' on Medium.com
🛠️ Built With
🖥️ APIs
🐍 Python libraries:
- Pandas, Numpy - data analysis
- Matplotlib, Seaborn - data visualization
- Spotipy - access to Spotify Web API