Early Warning of Infectious Disease Outbreaks Using Social Media and Digital Data: A Scoping Review.

A notable trend is the combination of these sources within a single study, a strategy used to balance the breadth of search data with the depth of social media content, as seen in the work of McGough et al.

also in 2,105 other papers

While traditional statistical methods like linear regression and correlation analysis remain foundational for validation in many studies [ 5 , 29 ], there is a clear trend toward more sophisticated machine learning techniques.

also in 12,136 other papers