Lab
Interactive data explorers, simulations and other projects, mostly built with Claude Code.
Research tools
Interactive explorers built on real data: elections, the census, public opinion and taxes.
2029 General Election Predictor
Set the polls for each party and see the seats fall out, seat by seat, under uniform or proportionate swing — with tactical voting, a hex map and a comparison against proportional representation.
Open predictor →
2026 Local Election Explorer
Ward-level results for the 2026 English local elections mapped against 2021 Census demographics, with an interactive scatterplot and regression analysis.
Open explorer →
Constituency Map
A hex map and explorer of UK constituency data, demographics and election results.
Open map →
Proportional Property Tax
International, US/Canada and UK local-authority property tax rates compared against illustrative proportional-tax scenarios for Britain.
Open calculator →
Farage BES Report
How Nigel Farage’s like/dislike ratings have moved across 30 waves of the British Election Study.
Read report →Models of society
Simulations and guides that show how simple rules and institutions produce collective outcomes.
Schelling Segregation Model
How mild individual preferences can add up to stark neighbourhood segregation.
Run the model →
Democracy in Ancient Greece
An interactive guide to the world’s first democracies, with maps, timelines and a quiz.
Explore →
Conway’s Game of Life
The classic cellular automaton: complex patterns from four simple rules.
Play →
