Online Retail Dataset · Dec 2010 – Dec 2011 · UK-based e-commerce · 397,884 transactions
The UK generates 75% of all revenue, but the data reveals untapped demand in key European markets that have received zero targeted marketing:
A dedicated EU marketing budget of even $50K could realistically generate $500K–$800K in new annual revenue based on existing conversion rates.
Potential uplift: +$500K–800K/yrThe top 3 products alone account for a disproportionate share of revenue. This concentration is both an opportunity and a risk:
Create product bundles combining top SKUs to increase average order value by an estimated 15–25%. Introduce a loyalty tier for repeat buyers of these products.
Bundle AOV uplift: +15–25%Revenue crashed 55% in December 2011 — from $1.16M in November down to $518K. This is a predictable and fixable pattern:
February 2011 was also the lowest month at $447K. A Valentine's Day campaign targeting the home decor gifting category could recover $100K+ in Q1 revenue.
Dec drop: -55% needs fixing