Data · Completed
UK Top 50 Music Market Analysis
Analysis of artist concentration, collaborations, explicit content, formats, and chart turnover with cleaned data and interactive reporting.
Project highlights
- 27K+ cleaned observations
- Interactive dashboard
- Reproducible reporting pipeline
From portfolio entry to engineering story.
This page is intentionally structured to support deeper case-study content later: problem statement, architecture, screenshots, technical decisions, constraints, measurable outcomes, and lessons learned. The current version only states details supported by the portfolio material and public project information.