For human snp in maxtrix
site1 site2
people1 0 1...
people2 2 0 ...
0: aa, 1 Aa, 2 AA
So, PCA can be calculated from this matrix pretty straightfoward.
Ref
https://www.youtube.com/watch?v=SlnOxHhypDg
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