Evaluate clusters of individuals by using their sequence data
You can calculate allele frequencies for each cluster you have to further verify if they belong to similar population, however if size of your dataset is rather small this may not work for you.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3813878/, here is an article about differentiating populations based on sequencing data.