4-page Power BI commercial review
manjiri
4-page Power BI commercial review of 60 UK coffee stores, built for a Chief Commercial Officer’s site-selection and loyalty decisions.
Highlights
Found London to be the weakest region: 8.5% net margin vs 18.8% estate average
Showed staffing cost, not rent, separates strong stores from weak ones (correlation −0.75 vs −0.35)
Proved the loyalty programme had no measurable uplift (£7.47 vs £7.49 per transaction)
Like this project
Posted Oct 29, 2026
4-page Power BI commercial review of 60 UK coffee stores, built for a Chief Commercial Officer’s site-selection and loyalty decisions. Highlights Found Londo...
Likes
0
Views
0
