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Although the Berbers are the closest identifiable relatives of the Guanches, it is deduced that important human movements (e.g., the Islamic-Arabic conquest of the Berbers) have reshaped Northwest Africa after the migratory wave to the Canary Islands" and the "results support, from a maternal perspective, the supposition that since the end of the 16th century, at least, two-thirds of the Canarian population had an indigenous substrate, as was previously inferred from historical and anthropological data." Both the study done by Maca-Meyer et al.
Among the villagers, one did speak Arabic and asked them where they came from.
In 2017, the first genome-wide data from the Guanches confirmed a North African origin and that they were genetically most similar to modern North African Berber, peoples of the nearby North African mainland.