<p>Clustering can identify data collection errors.</p>

A 2D UMAP of CARTaGENE data coloured by clusters extracted using HDBSCAN(). The highlighted cluster was found to have most of its individuals born in North Africa. A word cloud shows that a significant minority of individuals were born in American Samoa, which was found to be a coding error.