The paper elaborates the building scheme of the COVID-19 epidemic prevention and control thematic service in detail based on resource integration and visualization analysis technology, including the processes of requirements analysis, module design, architecture establishment, data collection and processing, visualization analysis, function development and implementation, etc., so as to provide the COVID-19 knowledge services authoritatively, comprehensively and timely for the public, researchers, decision-makers in the field and other personnel.