This Science Project (SP) brings together three different domains of life sciences with the aim to create reproducible workflows, tools and web-services for data visualization. This SP focuses in building resources for handling data from bioimaging, structural and bio-chemical studies. The Euro-Bioimaging will implement a community standard cloud compatible open image data format and data submission workflow for high-throughput screening data. Whereas, Instruct-ERIC will develop a user-friendly web-service to access to multi-dimensional structural and imaging data. Lastly, EU-OpenScreen/Fraunhofer ITMP will create reproducible workflow for generating Knowledge Graphs that represent phenotype-chemotype of diseases. While these resources are being developed, the collaborators will also simultaneously harmonize the resources right from the beginning to enable FAIR data principles. This SP uses COVID-19 as a demonstrator, however the resources will be generalized for any disease of interest.