Gender data for founders, directors and leaders is provided by The Data City based on declared officer titles at Companies House and the UK Government definition of Persons of Significant Control. The Data City does not use machine-learning to estimate gender. A women-led agency is defined as a company with more active women directors than men directors. A women-founded agency is one where women were appointed as directors within two years of the company being incorporated.