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A complete end-to-end data analytics project analyzing marketing campaign performance across multiple channels (Search, Social, Email, Display). The goal is to measure campaign effectiveness, optimize spend, and improve ROI.
Analyze how customer demographics, lifestyle, and past purchases affect their likelihood to respond to marketing campaigns. Discover actionable insights that help optimize sales funnels and marketing efforts
Analyzed lead quality trends to identify top-performing sources and optimize marketing spend. Explored factors like widgets, campaigns, and geography using Python-based analysis and visualizations. Provided actionable insights to improve conversion rates and justify CPL adjustments.