Latest Posts
How We Built the House Price Dashboard
A look behind the scenes at how we turned 30 million Land Registry transactions into an interactive map, using DuckDB, FastAPI, and Leaflet.
London's Price Gap: North vs South of the Thames
We dig into the data to explore how house prices differ between north and south London, and whether the gap is closing.
The Stamp Duty Effect: What the Data Shows
Every time stamp duty thresholds change, transaction volumes spike and crash. Here's what 30 years of data reveals about buyer behaviour around policy shifts.