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Ad Optimization

bimalsaini333
December 21, 2025

About

About
This presents a data analysis and visualization project focused on optimizing social media ad campaigns for audience engagement and ROI (Return on Investment). Using Python, Pandas, Matplotlib/Seaborn the project identifies the best-performing demographics, campaigns, and interests to maximize conversions while minimizing costs.

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