Abstract: Provided are methods of determining an individual's relative likelihood of having a genetic match with one or more local populations as compared to a generic index population. Also provided are systems, apparatuses, kits, and machine-readable medium relating to such methods. The methods may be used for example, to identify an individual's or individual's ancestor's most likely geographic origin, or to identify the breed, species, kingdom, etc. of an organism.