Areas with a high proportion of people with professional qualifications are the City of London, St. Albans,
Winchester, Richmond upon Thames, Surrey, West Sussex, south Devon, Ribble Valley, south Lake District, north
Yorkshire and the Derbyshire Dales. Areas with the lowest proportion are Sandwell, Hull, Stoke-on-Trent, Corby
Knowsley, Leicester, Blackpool, Nottingham and Blaenau Gwent.