☕ Where to open a coffee shop

Demand = footfall (density · high-street activity · walk-up) × propensity (affluence · education · coffee £-spend). Supply = nearby café density. Opportunity = high demand, low supply.

low
high

Demand index
Supply index
Opportunity
Demand = Footfall × Propensity. Bars = this area's level (z-score) on each driver.