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Ever wondered what your favorite movies look like through the lens of data?
In this project, I built a complete ETL pipeline to clean and structure the MovieLens dataset, then applied Python + SQL analysis to uncover trends in ratings, genres, and viewer behavior.
Full project with code, ETL pipeline, and analysis: ETL and Data Analysis of Movies
Built for async-first delivery — reusable scripts, clean data, and clear insights.
Let me know if you’d like a walkthrough or sample dashboard.
This highlights the importance of turning raw data into clear insights that actually support decision-making.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Really happy with how the monochrome palette and clean spacing helped create a calm, high-end dashboard experience without sacrificing usability.
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