Side Project · Feb – Apr 2025

Spotify Trends

A PostgreSQL/Python analytics pipeline for music data

A data pipeline and dashboard suite built to understand what actually shows up in Spotify's audio features at scale — how tracks, artists, and sound have shifted over five years, presented the way a label or streaming analyst would want to see it.

10K+
Tracks Analyzed
5 yrs
Trend Window

Build Log

What I Built

  • Built a PostgreSQL/Python analytics pipeline for 10,000+ tracks.
  • Created Power BI dashboards for audio features, artists, and five-year trends.

Stack

PythonPostgreSQLPower BIETL