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Our paper describes XGR (eXploring Genomic Relations), released as an R package and web-app enabling downstream knowledge discovery from genomic summary data. XGR utilises ontology and network information to perform enrichment, network, similarity, and annotation analyses, supporting interpretation of sets of genes, SNPs, or genomic regions. In short, XGR is software designed for enhanced interpretation necessary for working with big data science in genomics.