Epidemiology involves the study of the distribution and determinants of health-related states and events in specific populations. The field requires the analysis of vast amounts of data from diverse sources, such as electronic health records (EHR), social media, genomic data, and more. NoSQL databases are well-suited to handle such heterogeneous and large-scale data efficiently.