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.
Also Read
"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.