🎧 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

Data retrieval: github | nbviewer
Data exploration: github | nbviewer
Modeling: TBA

📝 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

Spotify Web API

🐍 Python libraries:

Pandas, Numpy - data analysis
Matplotlib, Seaborn - data visualization
Spotipy - access to Spotify Web API