Almost one in four adults is obese and the rates are rising, according to official government figures.
The map, by analysts Dr Foster, is not a definitive measure of obesity, but reflects the fact that GPs are asked to record obesity only in new patients. Shetland tops the list, followed by Torfaen, Blaenau Gwent and Neath.