What is a PCA plot really?

Veritator

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Albanian, Greek, Armenian
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No Genetic testing.
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What do PCA plots measure specifically? What do the orthogonal axes stand for, and what do they measure?

How do PCA plots differ from other genetic cluster diagrams?

I would genuinely appreciate to get these questions clarified by the help of more informed people.
 

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