The study from the Georgia Institute of Technology in US has identified the food choices and nutritional profiles of people living different communities in US.
It included three million geo-tagged posts on the social media platform Instagram.
The researchers found that food posted (and eaten) by people in food deserts is 5 to 17 per cent higher in fat, cholesterol and sugars compared to those shared in non-food deserts areas.
"Instagram literally gives us a picture of what people are actually eating in these communities, allowing us to study them in a new way," said De Choudhury.
"Fruits and vegetables are the biggest difference. Forty-eight per cent of posts from people in non-food deserts mention them. It's only 33 per cent in food deserts," she said.
The research team used the USDA's database of nutritional values for nearly 9,000 foods to create a nutritional profile for both groups.
Pictures of meals that are most likely to be posted on Instagram by both groups tend to be the staples of each region, researchers said.
