Characteristics of individuals within the identified macronutrient clusters. Macronutrient clusters: up – low polyunsaturated fat, low protein, cfP – low carbohydrate, low fat, high protein, Cf – high carbohydrate, low fat, cF – low carbohydrate and high fat, U– high polyunsaturated fat. Characteristics: SES - socioeconmic status measured by Townsend score, METS - metabolic equivalents, SBP - systolic blood pressure, Lipids - lipid lowering medication. For each characteristic on the graph, negative points imply a higher proportion of women, younger age, a higher proportion having never smoked, higher proportion living with a higher deprivation level, lower height and weight, lower METs, lower SBP, lower proportion with diabetes, lower proportion on lipid lowering medication and lower proportion on antihypertensive medication compared to the study population mean.