Scanner data becomes maps of where each brand is strong, weak, and over-spending.
Built
Pricing, promotion, and demand-sensitivity framework with Clout & Vulnerability maps.
Approach
Python + SAS analysis across 100+ attributes and 4 years of regional sales data; controlled for statistical pitfalls (heteroscedasticity, endogeneity) in scanner data.