Highlights
• Females showed lower dietary compliance than males.
• Han participants had higher compliance for most foods but ethnic minorities consumed more whole grains and legumes.
• Obese individuals consumed more protein/fat and fewer carbs, indicating energy-dense diets.
• Low calcium/vitamin A intake but potential overconsumption of iron/manganese in this population.
• Han students, higher BMI groups, and wealthier individuals had better nutritional awareness.

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