Big data refers to extremely large datasets that are complex and require advanced tools and techniques to analyze. The volume, velocity, variety, and veracity of these datasets distinguish them from traditional data. In epidemiology, big data can include electronic health records, genomic data, social media activity, and environmental sensors, among other sources.