Collecting Spotify History Data and Vizualization

About the project

In this project, I implement a process to collect personal listening activity data using Spotify API. The data is extracted from Spotify API and loaded into a database. The stored data is then used for visualization to explore listening habits or tastes in music

Diagrams

1. Overall process

2. ERD

Demo

Further Improvemments

• Setup Airflow to schedule the extract process daily
• More complex and interactive visualizations to explore deeper the listening habits and tastes in music
• Deploy on Streamlit Cloud

References

• Spotipy - Python wrapper for Spotify Web API
• Streamlit - used for building web app