Data Science Projects in Karachi CityData Science Projects in Karachi CitySpotify Analysis Dashboard
Turned raw Spotify streaming data into a clear, interactive dashboard that reveals how listeners actually engage with music.
Built in Power BI using SQL and DAX, this project explores user behavior across devices, identifies skip patterns, and highlights top-performing artists and tracks.
With dynamic visuals powered by key metrics like reason_start, reason_end, platform, and ms_played, the dashboard uncovers:
• Why users skip songs or stop playback
• Which platforms drive the most engagement
• Which artists and albums perform best by time and device
Perfect for music analysts, record labels, or streaming teams who want actionable insights into listener habits and engagement trends. I Developed an interactive Excel dashboard to analyze sales performance, profitability, and customer behavior using transactional retail data.
The dashboard enables quick insights into regional performance, monthly trends, product profitability, and high-value customers.
Key metrics such as total sales, total profit, total orders, and average discount are highlighted using KPI indicators, while dynamic slicers allow users to filter the analysis by region, customer segment, and product category.
The project demonstrates the ability to transform raw business data into clear and actionable insights using spreadsheet analytics. 
