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Retail Merchandising Analytics Dashboard

Instacart

Mar 2026 - Mar 2026

Overview

Processed 32M+ transactions and built interactive Tableau dashboards for retail analytics.

Role

Data Analyst

Project Details

Engineered a data reduction and sampling pipeline in Python (Pandas) to compress 32.4M grocery transaction records into a representatively scaled 12.9M row dataset while preserving basket composition integerity.

Developed derived metrics and applied Pareto (80/20) analysis to identify high-velocity SKUs and consumer purchasing patterns across 49K+ products.

Designed an interactive Tableau dashboard visualizing category demand, customer loyalty, and long-tail product distribution.

Interactive Dashboards