A researcher from the University of Warwick analysed hundreds of thousands of tweets to identify a previously unobserved online network of people with Coeliac Disease.
Coeliac disease mainly affects the small intestine (part of the gut) and is caused by a reaction of the gut to gluten.
Harvesting 1,800 messages per hour, from a 15km radius of two cities - London and New York, Sam Martin, a PhD student from the Centre for Interdisciplinary Methodologies (CIM), studied the data and identified an information network discussing the availability of gluten-free food.
As a Coeliac herself, with a background in web development and data visualisation, Martin has also produced information-sharing smartphone apps based on her own searches for gluten free venues and resources, which allow users to identify suitable cafes and restaurants nearby in London and Paris.
"Using co-word and sentiment analysis, I was able to quantify to what extent patients use social networking as a knowledge finding, decision-making or risk aversion tool," she added.
"I used the information I obtained to then visualise the flow of patient interaction by creating virtual maps that compared behaviour in both cities.
She described Twitter as a big organic hub of social digital interaction, that when analysed using data mining methods - revealed a human ecosystem of communication underneath - in this case uncovering a network of Coeliacs.
"Digital tools such as social media and apps based on GPS are set to revolutionise the self-management of diet-related illness in the city and may well be used to help manage other conditions such as diabetes or allergies to lactose, nuts, eggs or sulphites, for example," Martin added.
