All projects
April 2024
Spotify Top Songs Analytics Dashboard
Data AnalyticsVisualizationMachine LearningETL
- Analytics dashboard that automatically tracks 50,000+ trending songs on Spotify and predicts which tracks are likely to land on major playlists.
- Automated Spotify API ETL pipeline cuts manual data prep 80%, enabling daily refresh across 50K+ tracks with zero intervention.
- Statistical EDA uncovered 5 viral trend patterns; Scikit-learn model predicts playlist inclusion at 0.92 R² score.
- Tableau and Power BI dashboards surface engagement trends consumed by 3 content strategy teams for data-driven curation decisions.
Power BIPythonSQLDAXSpotify APIScikit-learnTableau