We present an RDF Data Cube - integrated from numerous sources on the Web - that describes countries in terms of general variables (e.g., GDP, population density) and COVID-19 variables. On top of this data cube, we develop a system that computes and visualises correlations between these variables, providing insights into the factors that correlate with COVID-19 cases, deaths, etc., on an international level.