Location changes the question
Aggregate a dataset by postcode or suburb and patterns appear that a flat table hides. For property, retail, and logistics, "where" is often the most important column you have.
Core techniques
- Geocoding addresses to coordinates and regions.
- Spatial joins: which points fall inside which boundaries.
- Heatmaps and choropleths to show intensity by area.
- Distance and catchment analysis.
From map to decision
We turn spatial signals into clear calls—where to expand, which suburbs are heating up, and where service gaps are quietly costing you customers.
