Transform E-Commerce Data into Actionable Insights with AnalyticsTransform E-Commerce Data into Actionable Insights with Analytics
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I’d like to share a recent e-commerce analytics case study I worked on.
The project focuses on how data can move beyond dashboards and become a clear business story, from understanding the problem to identifying friction, estimating revenue leakage, and presenting executive-ready recommendations.
The workflow included:
• data acquisition and preparation • data modeling and KPI design • exploratory analysis • conversion and journey diagnosis • revenue leakage estimation • Tableau visualization • executive PowerPoint reporting
Tools used: Python, SQL, Tableau, and PowerPoint.
The main idea behind this work is simple: analytics should not only explain what happened, but help decision-makers understand what to do next.
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