This document summarizes an analysis of population structure using copy number variation (CNV) data from 313 HapMap samples from European, African, and East Asian populations. An automated topological analysis using Iris separated the samples into discrete networks according to their ancestry using over 5000 CNV regions. Key CNV regions that best discriminate the populations were identified. The analysis also revealed interesting patterns within networks, like a "starburst" structure within the African and European networks that indicated related parent-child relationships among samples.