Genomic data is collected using various high-throughput sequencing technologies, such as Next-Generation Sequencing (NGS). These technologies allow for rapid sequencing of large amounts of DNA, providing comprehensive insights into an individual's genetic makeup. Data can be obtained from various biological samples including blood, saliva, and tissue biopsies.