Population structure in Italy using ancient and modern samples

Quote:

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Originally Posted by Illyria

I plot to the right of Fustan, and just above IceT. All of my known ancestry is from Malsi. I remember that Ylla, Leapfrogger, and Era, were Southern Albanians, they plot more South East. In the middle of the cluster, is usually where Central-Gheg, Central-Tosk Albanians plot. So, it's like the core of Arber are in the middle, the extreme northerners are more North West, and the extreme southerners are more South East

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With private results in each ethnicity you can find individuals who are further north than their corresponding dot in Tolan's tool, including to the west, northern Italians and Tuscans, and to the east, Bulgarians, Romanians, Greeks, and so on. So just as the Albanians have a larger cluster, this applies to everyone else.

The other problem is Tolan's is not a true PCA. In a PCA all the samples interact. If you insert new samples they end up affecting the position of the existing ones as well, in Tolan's tool they don't, they stay put.

Quote:

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Originally Posted by lockdownboredom

These are Dodecad K12B results, right?

My result as an Epirote

Distance to:	LB
2.33353809	Piedmont:Piedmont154
3.24080237	Albanian:AL9
4.99245431	Albanian:AL17
5.23295328	Marche:MarACV100D
5.32491314	Albanian:AL82
5.33348854	Veneto:ALP209
5.37910773	Marche:MarADG030D
5.62443775	Tuscany:Tuscany74
5.71213620	Albanian:AL29
5.77704076	Albanian:AL12
5.83840732	Umbria:PG04
5.84276476	Marche:MarABU050D
5.94726828	Piedmont:ItalyPiedmont136
6.18309793	Albanian:AL98
6.26989633	Tuscany:Tuscany54
6.27323680	Marche:MarACW030D
6.52907344	Tuscany:VO109
6.57629075	Marche:MarACW080D
6.64724755	Umbria:PG11
6.86929400	Tuscany:VO59
6.92956709	Umbria:PG08
7.06613048	Marche:MarABG010D
7.30898762	Marche:MarADC050D
7.31700759	Tuscany:Tuscany27
7.34222037	Abruzzo:ALP161

Target: LB Distance: 14.4744% / 0.14474429
44.2	Basilicata
38.8	Friuli-Venezia-Giulia
7.0	Lazio
3.8	Albanian
2.8	Trentino-Alto-Adige
2.8	Umbria
0.6	Corsica_o

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yes, that's right. Some are outlying (Piedmont154 might be one of them), try doing a PCA, it is more informative.

https://vahaduo.github.io/custompca/

Quote:

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Originally Posted by Pax Augusta

With private results in each ethnicity you can find individuals who are further north than their corresponding dot in Tolan's tool, including to the west, northern Italians and Tuscans, and to the east, Bulgarians, Romanians, Greeks, and so on. So just as the Albanians have a larger cluster, this applies to everyone else.
The other problem is Tolan's is not a true PCA. In a PCA all the samples interact. If you insert new samples they end up affecting the position of the existing ones as well, in Tolan's tool they don't, they stay put.

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Yeah, thank you for mentioning that, because I thought the plotting looked off too. Albanians are usually within the range that are shown in the academic samples processed by Salento. Also the part about all samples interacting is true, one could observe this by putting in samples peice meal in a Vahaduo PCA, and see it happen.

Quote:

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Originally Posted by Jovialis

Yeah, thank you for mentioning that, because I thought the plotting looked off too. Albanians are usually within the range that are shown in the academic samples processed by Salento. Also the part about all samples interacting is true, one could observe this by putting in samples peice meal in a Vahaduo PCA, and see it happen.

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I generally don't fully believe in academic samples either, for so many reasons, we use them as a reference to avoid anarchy, and I also have no trouble believing that there are Albanians further north than their academic samples (by the way, Tolan's tool is based on K15 Eurogenes averages, which in turn are based only on some individuals from the academic samples, not on all those released from a specific ethnicity or subethnicity or regional average), however it was worth mentioning that Tolan's is not a PCA, and that the very thing of putting individuals further north than one's hypothetical academic average can also be done with other ethnicities or subethnicities. As you say, in any case we still have to go through a real PCA.

Academic samples may not be perfect, but I trust them far more than user submissions. Guess the ethnicity threads are a good example of how people can be fraudulent.

Not to imply the Albanian submissions are, just speaking generally.

Quote:

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Originally Posted by Jovialis

Academic samples may not be perfect, but I trust them far more than user submissions. Guess the ethnicity threads are a good example of how people can be fraudulent.
Not to imply the Albanian submissions are, just speaking generally.

---

Absolutely agree.

Additional academic samples of modern individuals were added, the values are from Dodecad K12b. Many thanks to the tireless Salento, others thanks to a contact of mine. There is a new set of Albanians, almost all sample sets of modern Greeks, and much more. To the most obvious cases of outliers, those that stray too far from their reference cluster, I have added a _o, because these are really unlikely to be completely native. Then there are certainly others that may not be very accurate but do not stray too far from the reference cluster and do not affect the results of the others too much. The whole Greece_Macedonia set is rather odd. Some individuals of this set look like Greeks from Pontus, others look too close to Bulgarians and Romanians to be just Greeks.

Code:

---

N_Italy_HGDP:HGDP01147,3.37,0,0.67,0,41.17,27.3,0,0,4.17,0.07,23.25,0
N_Italy_HGDP:HGDP01151,5.45,1.55,0,0,37.13,28.15,0,0,1.28,0,26.44,0
N_Italy_HGDP:HGDP01152,3.41,0,1.18,0,41.02,24.23,0.14,0,7.19,0,22.82,0
N_Italy_HGDP:HGDP01153,5.85,0,0.67,0,45.37,20.75,0,0,7.09,0,20.27,0
N_Italy_HGDP:HGDP01154,5.34,0.01,2.36,0.16,38.83,27.63,0,0,6.57,0.26,18.83,0
N_Italy_HGDP:HGDP01155,4.43,0,1.13,0.93,43.74,20.72,0,0,5.12,0,23.93,0
N_Italy_HGDP:HGDP01156,6.07,0.04,0.66,0.29,46.21,19.12,0,0,5.77,0,21.84,0
N_Italy_HGDP:HGDP01157,3.67,0,0.67,0.26,42.48,24.87,0,0,5.41,0,22.65,0
N_Italy_HGDP:HGDP01171,6.11,0,0.72,0,44.48,21.21,0.88,0,5.95,0,20.65,0
N_Italy_HGDP:HGDP01172,5.42,0,2.99,0,41.74,22.09,0,0,5.41,0,22.35,0
N_Italy_HGDP:HGDP01173,4.4,0,1.23,0.45,42.09,24.6,0,0,6.61,0,20.62,0
N_Italy_HGDP:HGDP01174,5.57,0,0.8,0,43.43,21.14,0,0,7.33,0,21.74,0
N_Italy_HGDP:HGDP01177,1.68,0,0,0,43.52,23,0,0,5.53,0,26.27,0
Sardinia_HGDP:Sardinian_HGDP00665,0,0,1.7,0,67.49,0,0.41,0,6.47,0.38,23.55,0
Sardinia_HGDP:Sardinian_HGDP00666,0,0,1.92,0,69.63,0,0,0,4.06,0,24.39,0
Sardinia_HGDP:Sardinian_HGDP00667,0.27,0,3.17,0.06,66.6,4.42,0,0,5.89,0,19.59,0
Sardinia_HGDP:Sardinian_HGDP00668,0,0.43,2.6,0,70.27,0,0,0,6.61,0,20.08,0
Sardinia_HGDP:Sardinian_HGDP00669,0,0,1.63,0.1,69.76,2.42,0.53,0,6.98,0,18.59,0
Sardinia_HGDP:Sardinian_HGDP00670,0,0.07,2.78,0,71.33,0,0,0,6.09,0,19.74,0
Sardinia_HGDP:Sardinian_HGDP00671,0,0,0.46,0,72.96,1.27,0.01,0.16,5.46,0,19.67,0
Sardinia_HGDP:Sardinian_HGDP00672,0,0,2.38,0,68.78,0,0.4,0,5.6,0.35,22.48,0
Sardinia_HGDP:Sardinian_HGDP00673,0,0.67,4.21,0,66.59,1.45,0,0,8.8,0,18.28,0
Sardinia_HGDP:Sardinian_HGDP00674,0,0.34,2.58,0,75.2,0,0,0,3.23,0,18.65,0
Sardinia_HGDP:Sardinian_HGDP01062,0,0,4.28,0.67,67.81,0,0,0,5.28,0,21.96,0
Sardinia_HGDP:Sardinian_HGDP01063,0,0,2.92,0,68.99,0.61,0.71,0,4.86,0,21.91,0
Sardinia_HGDP:Sardinian_HGDP01064,0,0,1.43,0,75.32,0,0,0,6.89,0,16.37,0
Sardinia_HGDP:Sardinian_HGDP01065,0,0,4.65,0,73.34,0,0.63,0,4.57,0,16.8,0
Sardinia_HGDP:Sardinian_HGDP01066,0,0,5.38,0,60.18,5.06,0,0,8.01,0,21.37,0
Sardinia_HGDP:Sardinian_HGDP01067,0,0,0.9,0,69.59,0,0.67,0,5.2,0.03,23.61,0
Sardinia_HGDP:Sardinian_HGDP01068,0,0,1.98,0,68.12,0,0,0,7.02,0,22.88,0
Sardinia_HGDP:Sardinian_HGDP01069,0,0.05,1.03,0,75.62,0,0.12,0,3.92,0.23,19.04,0
Sardinia_HGDP:Sardinian_HGDP01070,0,0,2.7,0,71.07,0,0.9,0,7.03,0,18.3,0
Sardinia_HGDP:Sardinian_HGDP01071,0,0.18,6.22,0,65.96,0.79,1.16,0,6.47,0,19.21,0
Sardinia_HGDP:Sardinian_HGDP01072,0,0,1.41,0,67.93,0,0.25,0,6.03,0,24.37,0
Sardinia_HGDP:Sardinian_HGDP01073,0,0,5.55,0,59.07,5.93,0,0,6.46,0,22.92,0.07
Sardinia_HGDP:Sardinian_HGDP01074,0,0.35,2.19,0,68.39,0,0,0,6.31,0,22.76,0
Sardinia_HGDP:Sardinian_HGDP01075,0,0,1.98,0,60.06,6.11,0,0,11.19,0,20.67,0
Sardinia_HGDP:Sardinian_HGDP01076,0,0,3.75,0,69.38,0,0.39,0,5.13,0,21.35,0
Sardinia_HGDP:Sardinian_HGDP01077,0,0,2.98,0,67.07,1.72,0.55,0,4.43,0,23.25,0
Sardinia_HGDP:Sardinian_HGDP01078,0.33,0,3.43,0,58.64,7.58,0,0,8.23,0,21.79,0
Sardinia_HGDP:Sardinian_HGDP01079,0,0.12,1.58,0.69,71.69,0,0,0,4.72,0,21.19,0
TSI30,5.01,0.00,0.80,0.00,38.78,19.34,0.10,0.00,7.31,0.00,28.66,0.00
Tuscan_HGDP:HGDP01161,2.01,0,0,0,39.04,18.95,0.52,0,8.95,0,30.54,0
Tuscan_HGDP:HGDP01162,6.23,0,0,0,37.95,18.65,1.01,0.58,6.77,0,28.82,0
Tuscan_HGDP:HGDP01163,7.23,0,1.78,0,36.8,19.55,0.48,0,6.86,0,27.29,0
Tuscan_HGDP:HGDP01164,5.9,0,1.18,0,35.8,20.99,0,0.21,8.73,0,27.2,0
Tuscan_HGDP:HGDP01166,3.69,0,0,0,37.8,19.51,0,0,6.56,0.76,31.69,0
Tuscan_HGDP:HGDP01167,6.76,0,2.8,0,36.61,18.41,0.64,0,7.37,1.13,26.28,0
Tuscan_HGDP:HGDP01168,3.02,0,0,0,39.05,18.74,0,0,7.24,0.84,30.87,0.25
Tuscan_HGDP:HGDP01169,4.79,0.11,0,0,38.06,16.65,0,0,9.1,0.47,30.82,0
ITS:ITS2,10.04,0,1.14,0,27.18,15.93,0.93,0,11.33,0.26,33.19,0
ITS:ITS4,8.05,0,5.16,0,26.62,12.04,0,0,11.74,0.62,35.77,0
ITS:ITS5,5.86,1.35,2.20,0,30.35,16.61,0.65,0.06,11.71,0.58,30.45,0.19
ITS:ITS7,9.63,0,2.78,0.45,28.77,16.43,0,0.89,12.03,0,29.02,0
Trapani:TP05_LazaridisNat2014,7.76,0,7.31,0,29.40,11.85,0,0,9.38,1.31,32.10,0.89
Trapani:TP07_LazaridisNat2014,8.32,0.77,5.64,0,26.41,12.48,1.43,2.69,11.62,0,30.64,0
Siracusa:SR60_LazaridisNat2014,5.07,0,5.64,0,27.22,15.93,0,0.20,11.48,0,33.31,1.15
Siracusa:SR64_LazaridisNat2014,7.97,0,3.45,0,29.75,13.44,0,2.33,12.10,0,30.48,0.48
C-Sicily:50,6.22,0.50,3.62,0,27.78,14.29,0,0.96,12.97,0.12,32.19,1.35
E-Sicily:18,4.57,0,4.55,0,28.22,14.85,0.37,0,15.10,0.38,31.41,0.56
W-Sicily:1,7.27,0,4.47,0,28.58,13.24,0,1.03,10.76,0,34.42,0.23
W-Sicily:3,6.69,0.09,4.53,0,28.83,12.64,0,0.47,12.19,0.18,34.27,0.12
W-Sicily:5a,8.76,0,3.46,0.89,26.50,13.84,0,1.77,11.65,0.13,33.00,0
W-Sicily:9,7.47,0.24,4.26,0,28.88,13.07,0,0.77,14.72,0,30.48,0.10
W-Sicily:21,7.06,0,4.17,0.98,27.98,11.07,0.07,2.67,11.80,0,33.88,0.32
Ag-Sicily:5,8.11,0,4.73,0,29.88,12.05,0,0.88,11.66,0,32.68,0
Ag-Sicily:8,7.44,0.30,5.18,0.40,27.65,13.74,0.05,0.70,12.31,0,31.71,0.52
Abruzzo:Alp090,6.69,0,3.58,0,30.19,16.26,0.10,0,11.63,0,31.57,0
Abruzzo:Alp140,8.98,0,3.12,0,28.13,17.65,0,0.31,11.18,0,30.64,0
Abruzzo:ALP161,6.41,0,1.44,0,30.32,19.51,0,0.22,10.75,0.24,31.01,0.11
Abruzzo:Alp162,7.51,0,0.94,0.19,28.60,17.33,1.26,0,13.22,0,30.60,0.34
Abruzzo:ALP205,6.36,0.17,2.26,0,27.71,15.44,0,0.55,12.57,0,34.86,0.07
Abruzzo:Alp380,8.30,0,1.69,0,30.67,14.58,0.47,0.06,12.53,0,31.44,0.27
Abruzzo:Alp503,9.66,0,2.68,0.05,29.99,14.21,0,0.19,10.83,0,32.39,0
Abruzzo:Alp616,7.89,0,1.28,0,29.09,16.96,0,0.71,10.92,0,33.15,0
Albanian_dg:Albanian1_dg,3.71,0,0.48,0,30.34,21.63,0,0,9.9,0.43,33.51,0
Albanian_Tirana:Albanian_Tirana_ALB230,4.34,1.08,1.29,0,30.29,24.98,1.09,0,7.02,0,29.92,0
Albanian_Tirana:Albanian_Tirana_ALB220,5.6,0,1.72,0,27.93,22.84,0,0,8.45,0,32.52,0.94
Albanian_Tirana:Albanian_Tirana_ALB213,3.85,0,2.24,0,28.36,25.69,1.05,0,8.74,0.7,29.36,0
Albanian_Tirana:Albanian_Tirana_ALB212,3.54,0,0.6,0,30.07,21.81,0,0,9.77,0.48,33.71,0
Albanian_Tirana:Albanian_Tirana_ALB202,7.02,0.68,0,0.58,27.5,26.6,0,0,5.76,0.27,31.48,0.12
Albanian_Tirana:Albanian_Tirana_ALB191,4.9,0,2.11,0,24.67,30.07,0,0,8.17,0.95,29.14,0
Albanian:AL9,5.26,0,2.47,0.71,29.56,24.40,0,0.08,7.74,0,27.78,1.99
Albanian:AL12,4.45,0.91,0.08,0,33.95,23.40,0,0,7.39,0.02,29.81,0
Albanian:AL17,5.38,0,1.12,0,30.35,22.13,0.88,0,9.59,0,30.54,0
Albanian:AL29,4.54,1.26,2.31,0.12,29.18,21.93,0,0.27,9.86,0,30.53,0
Albanian:AL82,5.30,0.23,0.73,0.46,27.08,27.71,0.23,0.14,7.14,0.14,30.84,0
Albanian:AL98,6.43,1.04,1.58,0,26.80,22.39,0.29,0,8.69,0.21,31.63,0.94
Aosta-Valley:ALP225_Aosta-Valley,6.87,0.27,1.13,0,37.44,30.93,0.24,0,3.30,0,19.83,0
Aosta-Valley:ALP227_Aosta-Valley,5.37,0.04,0.99,0,38.11,32.94,0,0.11,3.91,0,18.53,0
Apulia:ALP379,5.72,0,3.90,0,28.18,15.53,0.67,0,11.69,0.17,34.13,0.01
Apulia:ALP583,8.10,0,3.61,0,27.70,15.00,0.82,0.30,10.01,0,34.43,0.04
Apulia:cera1,7.91,0,5.44,0,29.16,15.42,0,0,10.25,0,31.76,0.05
Apulia:cera2,7.80,0,2.79,0,30.50,15.34,0,0,10.15,0,33.37,0.05
Apulia:cera8,6.06,0,3.14,0.70,29.98,15.74,0,0.10,10.47,0.14,33.35,0.32
Apulia:cera9,5.36,0,3.54,0,31.06,16.26,0.36,0,10.87,0,32.56,0
Apulia:GS32,7.03,0.70,2.10,0,29.17,14.00,0.41,0.25,10.95,0,35.38,0
Apulia:GS34,6.15,0.62,2.80,0,28.01,16.49,0,0.12,13.62,0.13,32.06,0
Apulia:GS47,5.92,0,2.56,0,27.84,14.32,0,0.27,12.35,0.63,36.11,0
Apulia:Pu2,5.84,0,2.93,0,26.59,17.67,0,0.71,12.28,0,33.99,0
Apulia:Pu3,6.03,0,1.87,0,26.47,14.41,0,0.09,13.66,0,37.47,0
Apulia:Pu7,7.79,0,3.12,0,27.68,12.85,0,0.19,11.83,0,36.54,0
Apulia:Pu8,6.95,0,6.23,0.02,25.75,11.41,0,0.45,14.01,0.76,34.43,0
Apulia:Pu45,7.53,0.05,2.22,0.39,29.68,15.35,0,0.40,10.10,0,34.28,0
Basilicata:PG16,7.16,0.47,4.11,0.25,27.15,12.87,0.34,0.60,11.52,0.36,35.16,0
Basilicata:PG17,8.95,0,1.39,0,29.77,14.55,0,0,12.92,0,32.25,0.16
Basilicata:PG18,6.66,0,2.84,0.02,27.29,16.11,0,0,13.23,0.74,33.04,0.06
Basilicata:PG19,6.05,0,2.34,0,28.94,15.65,0,1.07,13.30,0,32.65,0
Basilicata:PG20,6.11,0,3.11,0,27.89,14.45,0.06,0,12.27,0,36.11,0
Basilicata:PG21,7.28,0,3.97,0,26.27,17.49,1.27,0.28,12.37,0.28,30.79,0
Basilicata:PG22,7.19,0,3.44,0,25.84,16.55,0,0,9.57,0,37.42,0
Basilicata:PG24,7.33,0.09,4.22,1.09,28.61,14.27,0,0.83,12.06,0,31.50,0
Basilicata:PG25,6.69,0.27,2.65,0.38,28.09,14.21,0.26,0.40,12.13,0.46,34.45,0
Calabria:ALP582,6.25,0,3.73,0.03,27.11,10.05,0.99,0,13.80,1.01,36.24,0.79
Calabria:ALP596,6.33,0,3.91,0,27.04,13.26,0,0.64,13.48,0,35.33,0
Campania:NaN43TC,5.55,0,3.35,0.40,30.13,14.02,0,0.50,12.39,0,33.66,0
Campania:NaN46TC,6.39,0,2.56,0,29.12,13.31,0.46,0,14.30,0,33.51,0.34
Campania:NaN58AC,10.21,0.49,3.75,0,28.63,12.20,0.90,0.04,12.10,0.03,31.66,0
Campania:NaN65DFG,8.00,0,4.30,0.03,27.55,10.62,0.47,0.12,13.44,0.51,34.95,0
Campania:NaN77FAM,6.20,0,3.00,0.36,26.45,12.15,0.43,0.86,13.24,0.25,37.04,0
Campania:NaN119AMR,6.33,0,3.12,0,27.98,15.23,0,0.79,13.71,0.40,32.44,0
Campania:NaN128LA,7.42,0,3.69,0,29.35,12.81,0,0,12.42,0,34.31,0
Campania:NaN195ST,7.21,0,4.57,0.68,30.71,10.79,0,0.07,10.77,0.16,34.89,0.15
Campania:NaN207MM,7.08,0,3.16,0,26.85,14.76,0,0,14.32,0,33.60,0.22
Campania:NaN212CR,6.82,0,2.61,0,30.35,14.95,0.28,0.35,12.19,0,32.45,0
Campania:NaN238DM,7.03,0,1.59,0,29.82,15.65,0,0,11.91,0.14,33.86,0
Campania:NaN275IS,7.93,0.39,3.73,0,25.40,11.31,0,0.18,14.81,0,36.08,0.17
Campania:NaN289RM,6.45,0,2.51,1.17,28.02,14.99,0,0.55,10.85,0,35.45,0
Campania:NaN293SF,8.28,0.11,1.74,0,29.38,13.62,0.42,0,12.80,0,33.37,0.28
Corsica:corsica1308,2.91,0,3.3,0,38.43,18.67,0,0,11.53,0,25.17,0
Corsica:Corsica03708,3.29,0,2.86,0,39,16.65,0.42,0.27,10.26,0.1,27.14,0
Corsica_o:corsica11908,5.87,0,2.35,0.04,38.2,27.87,0,0.24,6.23,0.3,18.9,0
Corsica_o:Corsica14708,4.57,0,2.49,0,41.09,22.6,0,0.14,6.52,0.11,22.48,0
Corsica:Corsica19508,2.99,0,3.78,0.07,39.5,19.33,0.59,0,9.88,0,23.85,0
Corsica:Corsica24508,4.81,0.53,1.89,0.61,39.23,19.24,0.38,0,9.28,0,24.02,0
Corsica:corsica29008,4.87,0,2.06,0,39.36,16.85,0.12,0.08,9.32,0,27.16,0.17
Corsica:Corsica29708,5.82,0,3.09,0,40.53,17.8,0,0,8.38,0,24.38,0
Corsica_o:CorsicaS00708,3.4,0.24,2.51,0,44.93,24.14,1.17,0,6.23,0,17.38,0
Corsica:CorsicaS03308,3.67,0,1.51,0.38,38.84,19.16,0.13,0,9.14,0,26.96,0.2
Corsica:CorsicaS04208,4.98,0,2.01,0,38.89,20.48,0,0,7.2,0.26,26.19,0
Corsica:CorsicaS10208,2.74,0,2.53,0.63,42.75,16.41,0,0,7.73,0,27.22,0
Corsica_o:CorsicaS13308,7.37,0.22,1.36,0.25,38.43,38.49,0,0.3,0.94,0,12.65,0
Corsica:CorsicaS13808,1.28,0,2.72,0.61,37.07,20.16,0.01,0,7.78,1.21,27.3,1.84
Corsica:CorsicaS15608,2.46,0,3.23,0,38.15,18.09,0,0,8.66,0,24.56,4.85
Corsica:CorsicaS29908,4.78,0,3.8,0.2,37.65,18.75,0,0.13,7.61,0,27.08,0
Friuli-Venezia-Giulia:ALP081,4.34,0.84,2.33,0,36.22,29.46,0.26,0.04,5.34,0,21.18,0
Friuli-Venezia-Giulia:ALP093,6.43,0.41,0.05,0,33.92,32.71,0,0.07,5.38,0,21.03,0
Friuli-Venezia-Giulia:ALP188,4.99,0.74,0.01,0,26.21,47.57,0,0,3.72,0.76,16.00,0
Friuli-Venezia-Giulia:ALP220,5.39,0,0,0.17,34.02,36.20,0,0,6.01,0,18.14,0.05
Friuli-Venezia-Giulia:ALP233,4.08,0,0,0,34.26,30.43,0.52,0,6.58,0.50,23.63,0
Friuli-Venezia-Giulia:ALP235,5.64,0.57,1.23,0.01,35.63,28.80,0.84,0,5.51,0,21.76,0
Friuli-Venezia-Giulia:ALP346,6.20,0.81,0.77,0,34.42,29.93,0,0,6.17,0.18,21.52,0
Friuli-Venezia-Giulia:ALP354,5.56,0.50,0.39,0,37.04,29.93,0,0,6.12,0,20.32,0.14
Friuli-Venezia-Giulia:ALP259,3.03,0,1.50,0,39.87,28.48,0,0,5.82,0,21.30,0
Friuli-Venezia-Giulia:ALP280,5.74,0,0.56,0,37.35,28.82,0.30,0,4.85,0,22.40,0
Friuli-Venezia-Giulia:ALP435,5.42,0.70,0.01,0,31.91,35.91,0,0.24,6.52,0,19.29,0
Friuli-Venezia-Giulia:ALP506,3.59,0.13,0.92,0,36.19,30.55,0,0,5.31,0.19,23.12,0
Friuli-Venezia-Giulia:KF1800761,4.15,0.03,1.60,0.62,35.36,29.80,0,0.10,6.99,0,21.35,0
Friuli-Venezia-Giulia:KF1803129,3.70,0,1.39,0,35.87,31.44,0,0,5.88,0.31,21.41,0
Friuli-Venezia-Giulia:KF2700922,4.76,0.29,0.58,0.30,32.64,33.31,0.22,0,6.10,0,21.79,0.02
Friuli-Venezia-Giulia:KF2700960,6.04,0.50,1.49,0,35.21,30.23,0,0,6.36,0.30,19.88,0
Lazio:NOR24,7.94,0,1.16,0,33.01,15.72,0,0.08,10.15,0,31.94,0
Lazio:NOR28,8.17,0.11,2.62,0.22,31.46,15.60,0,0,11.20,0,30.62,0
Lazio:PG28,4.14,0,2.92,0,34.41,18.64,0,0,11.40,0,28.49,0
Lazio:PG30,6.88,0,2.01,0,32.07,18.84,0,0.19,11.81,0.04,28.16,0
Liguria:ALP099,5.13,0,2.43,0,36.41,24.40,0.65,0.05,6.88,0.51,23.32,0.22
Lombardy:ALP288,6.04,0.79,1.67,0,36.54,24.68,0,0.23,7.79,0,22.27,0
Lombardy:BGD28_Lombardy,6.14,0,1.99,0.13,40.22,23.5,0,0,6.74,0.27,21.03,0
Lombardy:BGD31_Lombardy,3.7,0,2.07,0,40.09,22.45,0,0,6.06,0.64,24.99,0
Lombardy:BGD103_Lombardy,3.81,0.41,0,0,38.8,25.35,0.64,0,7.31,0,23.67,0
Lombardy:BGD301_Lombardy,4.99,0,1.58,0,41.82,21.45,0,0,6.79,0.49,22.9,0
Marche:MarABG010D,6.05,0,3.02,0.18,32.69,19.66,0.12,0.25,10.45,0,27.57,0
Marche:MarABI020D,7.25,0,3.21,0,33.85,17.74,0,0.10,8.68,0,28.86,0.32
Marche:MarABN020D,7.08,0.73,1.75,0.22,31.78,18.77,0,0,10.49,0,29.18,0
Marche:MarABP050D,7.43,0,2.35,0,32.72,17.90,0,0.21,9.80,0.20,29.41,0
Marche:MarABQ080D,6.21,0.17,1.89,0,32.81,19.04,0,0,10.96,0.12,28.79,0
Marche:MarABU050D,7.29,0,1.62,0,33.47,21.39,0,0,9.14,1.17,25.92,0
Marche:MarABY030D,6.75,0,3.69,0,29.95,18.59,0,0.23,11.27,0,29.52,0
Marche:MarACO100D,6.86,0,2.00,0,30.72,17.68,0,0,12.10,0.08,30.56,0
Marche:MarACV100D,7.26,0,1.62,0,31.47,21.05,0.39,0,10.41,0.48,27.31,0
Marche:MarACW030D,6.82,0,3.04,0,33.76,20.81,0,0,8.63,0,26.94,0
Marche:MarACW080D,9.16,0.87,0.94,0,31.17,19.68,0,0,9.61,0,28.58,0
Marche:MarACY030D,6.26,0,2.36,0.35,31.64,18.52,0.43,0,10.01,0,30.43,0
Marche:MarADC050D,4.77,0,1.93,0,33.54,20.62,0.11,0,7.86,0,31.17,0
Marche:MarADG030D,6.69,0,2.77,0,31.83,21.00,0.02,0,10.04,0.11,27.55,0
Molise:PG26_Molise,7.76,0,2.20,0,29.91,16.67,0,0.57,10.84,0,32.01,0.04
Molise:PG27,6.36,0.05,1.15,0.55,29.66,17.90,0,0,10.92,0.28,32.78,0.33
Piedmont:ItalyPiedmont43,6.32,0.08,2.5,0,35.55,19.88,0,0,6.57,0,28.97,0.13
Piedmont_o:ItalyPiedmont52,9.09,0,3.54,0,27.05,12.21,0,0,12.72,0,35.36,0.05
Piedmont:ItalyPiedmont63,5.97,0,3.23,0,36.24,24.72,0,0,7.02,1.33,21.48,0
Piedmont:ItalyPiedmont98,3.35,0.27,1.49,0,38.12,24.53,0,0,7.46,0,24.73,0.06
Piedmont:ItalyPiedmont119,5.5,0,0.2,0,38.44,23.31,0.47,0,7.95,0,24.08,0.05
Piedmont:ItalyPiedmont127,7.64,0,1.6,0,38.18,26.89,0.74,0,5.46,0,19.27,0.22
Piedmont:ItalyPiedmont136,5.02,0,2.13,0,34.76,23.49,0,0,8.51,0.47,25.61,0
Piedmont:ItalyPiedmont145,7.61,0,2.05,0,35.25,20.41,0.32,0.65,8.46,0,25.25,0
Piedmont:ItalyPiedmont149,6.42,0,0.73,0.14,38.04,22.44,0,0,7.73,0,24.5,0
Piedmont:Piedmont61,3.32,0,0.92,0.83,36.11,27.44,0,0,6.42,0,24.96,0
Piedmont:Piedmont154,5.64,0.2,2.13,0.2,30.39,24.58,0.42,0.08,9.22,0,26.88,0.27
Trentino-Alto-Adige:ALP070,5.23,0.08,0.80,0,38.53,31.31,0,0,5.23,0.41,18.42,0
Trentino-Alto-Adige:ALP071,4.72,0,0.88,0,37.95,33.21,0,0,4.51,0.47,18.18,0.09
Trentino-Alto-Adige:ALP114,5.13,0.56,1.16,0,38.67,21.62,0,0,7.86,0,25,0
Trentino-Alto-Adige:ALP200,5.96,0,0.65,0,35.41,26.93,0.24,0,7.64,0.25,22.93,0
Trentino-Alto-Adige:ALP395,4.20,0,0.07,0,38.17,29.09,0.83,0,5.00,0,22.64,0
Trentino-Alto-Adige:ALP414,4.90,1.04,0.99,0,29.11,46.33,0.19,0,3.54,0,13.91,0
Trentino-Alto-Adige:ALP420,5.76,0,0.48,0,39.10,28.16,0.12,0,6.97,0.13,19.29,0
Tuscany:MURLO114,5.80,0,3.27,0,34.81,20.54,1.23,0,8.47,0.02,25.86,0
Tuscany:VO59,7.52,0,0.82,0.28,35.01,21.98,0,0,9.50,0,24.88,0
Tuscany:VO65,3.64,0,2.60,0.17,35.94,21.03,0,0.20,8.37,0,28.06,0
Tuscany:VO109,3.75,0.22,2.79,0,32.67,21.45,0.79,0,10.67,0,27.56,0.09
Tuscany:Tuscany27,4.82,0,3.75,0,35.18,21.7,0.36,0.01,6.73,0,27.46,0
Tuscany:Tuscany38,5.91,0,2.51,0,35.32,21.18,0,0,9.45,0.45,25.18,0
Tuscany:Tuscany54,7.01,0,2.21,0,34.19,20.9,0,0.17,7.67,0,27.86,0
Tuscany:Tuscany74,5.69,0,1.45,0,33.43,21.51,0.73,0,8.32,0.24,27.29,1.34
Tuscany:Tuscany93,7.24,1.11,2.38,0,35.07,20.46,0,0.12,9.54,0,24.09,0
Tuscany:Tuscany98,5.92,0,2.49,0,37.13,21.1,0.94,0,5.93,0,26.48,0
Tuscany:Tuscany65,3.31,0,2.27,0.11,36.17,21.11,0.03,0.45,8.96,0,27.59,0
Umbria:PG03,5.94,0,2.12,0,32.67,17.12,0.56,0.20,11.11,0.02,30.25,0
Umbria:PG04,6.34,0.25,2.53,0,30.64,20.66,0,0,9.10,0,30.47,0
Umbria:PG06,8.95,0.13,1.08,0.52,30.94,17.60,0.02,0,8.80,0,31.89,0.06
Umbria:PG07,7.81,0.34,3.48,0,32.31,17.63,0,0,10.47,0,27.96,0
Umbria:PG08,5.00,0,2.37,0.43,35.24,21.61,0.48,0,7.69,0.03,27.15,0
Umbria:PG11,7.93,0.01,2.36,0,33.05,19.77,0,0,8.56,0,28.32,0
Umbria:PG12,8.62,0.02,1.77,0.07,34.90,20.05,0,0,7.63,0.04,26.90,0
Umbria:PG15,7.94,0,2.72,0,32.52,16.83,0.67,0,10.33,0,28.99,0
Veneto:ALP022,6.59,0,0.49,0,36.53,27.87,0,0,7.34,0,21.18,0
Veneto:ALP040,5.15,0,1.04,0,41.60,25.12,0,0,3.85,0,23.24,0
Veneto:Alp100,4.58,0.41,0.87,0.93,39.09,28.70,0,0,7.01,0.28,18.13,0
Veneto:ALP116,5.45,0.19,2.34,0,36.99,24.61,0,0,7.69,0,22.73,0
Veneto:ALP209,4.85,0,2.14,0,34.32,25.27,0,0,7.89,0,25.49,0.04
Veneto:ALP249,5.45,0,2.23,0,35.92,27.84,0.14,0,5.44,0,22.98,0
Veneto:ALP250,4.19,0.15,0.96,0.11,37.49,30.40,0.47,0,6.61,0.02,19.60,0
Veneto:ALP273,4.14,0.12,0.71,0,35.42,29.00,0.35,0,7.02,0,23.07,0.16
Veneto:ALP322,3.54,0,1.12,0,35.56,30.22,0.15,0,5.64,0,23.77,0
Veneto:ALP378,5.59,0.04,0.53,0,35.23,29.58,0.40,0,4.93,0,23.71,0
Veneto:Alp401,5.76,0,0.27,0.72,39.59,27.28,0,0,5.84,0,20.49,0.04
Veneto:KF1800751,4.56,0,0.81,0,38.52,26.88,0,0.05,7.07,0,22.11,0
Veneto:KF1800772,5.25,0,1.04,0,38.57,25.21,0.67,0,5.09,0,24.17,0
Veneto:KF1803105,4.62,0,1.32,0.04,37.25,29.44,0,0.07,5.73,0,21.53,0
Veneto:KF1803109,4.97,0.48,2.18,0,36.60,25.47,0,0,8.09,0,22.22,0
Veneto:KF1803151,7.23,0,0,1.06,36.73,29.47,0.05,0,6.47,0,18.99,0
Portugal:Portugal1,5.41,0.5,5.67,0,43.55,25.18,1.21,0.91,4.74,0,12.03,0.79
Portugal:Portugal2,5.4,0,7.5,0,38.67,23.2,0,0.97,6.53,1.17,15.67,0.9
Portugal:Portugal3,4.01,0,6.46,0.79,39.78,24.55,0.17,1.02,6.86,0,16.09,0.26
Portugal:Portugal6,5.74,0,7.35,0,43.87,26.24,0,0.64,5.19,0.12,10.81,0.04
Portugal:Portugal7,5.52,0,5.04,0.11,40.96,25.38,0,1.89,7.59,0,13.5,0
Portugal:Portugal9,4.14,0,4.79,0,42.71,25.35,2.15,1.94,5.72,0,13.1,0.09
Portugal:Portugal10,4.93,0.46,6.42,0,40.3,25.78,0,0.17,7.42,0,13.84,0.67
Portugal:Portugal11,6.46,0.27,5.76,0.07,40.11,26.43,0.43,0.67,7.91,0,11.19,0.69
Portugal:Portugal12,4.44,0,5.39,0,40.08,25.22,0,0.48,6.49,0.66,16.18,1.05
Portugal:Portugal13,7.01,0,5.76,0,42.81,24.46,0.24,0.49,5.13,0,13.69,0.41
French_Provence:provance2508,7.26,0,1.78,0,38.31,29.71,0.33,0.1,5.17,0,17.33,0
French_Provence:provance2708,7.31,0,2.41,0,37.55,24.46,0,0.34,8.19,0,19.64,0.11
French_Provence:provance4109,6.83,0,2.75,0.62,42.38,29.65,0,0,4.95,0,12.82,0
French_Provence:provance4409,7.03,0.52,0.82,0,33.84,37.78,0.32,0,3.48,0,15.4,0.81
French_Provence:provance4509,6.92,0,1.79,0,41.48,32.14,0,0,4.23,0,13.42,0
GermanyB:GermanB1,7.51,0.66,1.02,0.22,29.63,50.72,0,0.08,0,0,10.16,0
GermanyB:GermanB2,6.42,0.91,1.53,0.34,28.85,52.25,0,0,0.96,0,8.74,0
GermanyB:GermanB3,1.78,0.24,0,0,35.58,44.12,0,0,4.28,0,13.99,0
GermanyB:GermanB4,7.86,0,0.61,0.62,38.38,38.8,0,0,1.03,0,12.7,0
GermanyB:GermanB5,5.38,0.59,0,0,36.81,40.09,0.03,0,4.02,0,13.09,0
GermanyB:GermanB6,10.02,0.3,0.48,0,38.9,39.08,1.43,0,2.69,0,6.66,0.43
GermanyB:GermanB7,6.26,0,0.09,0.1,32.48,44.74,0,0,2.37,0,13.97,0
GermanyB:GermanB8,6.22,0.35,0.3,0,30.51,43.69,0.19,0.2,3.14,0,15.4,0
GermanyB:GermanB9,8.86,0,3.18,0,34.82,47.38,0,0,0,0.3,5.46,0
GermanyB:GermanB10,9.2,1.4,1.31,0,35.46,42.04,0,0,0.29,0.36,9.94,0
GermanyB:GermanB11,5.5,0,2.67,0,34.89,40.17,0,0.01,0.59,0,16.16,0
GermanyB:GermanB12,9.87,2.1,0,0,32.78,37.82,0,0,0,0,17.43,0
GermanyB:GermanB13,6.73,0.47,0,0,31.75,46.38,0,0,2.67,0.2,11.79,0
GermanyB:GermanB14,7.92,0,4.23,0,33.07,39.08,0.1,0.17,2.08,0,13.35,0
GermanyB:GermanB15,6.7,0,0,1.12,34.2,44.57,0,0,1.64,0.02,11.39,0.38
GermanyB:GermanB16,6.42,0,0,0,35.17,39.62,0,0.36,3.3,1.56,13.56,0
GermanyB:GermanB17,5.3,0,0.82,0,36.81,44.53,1.4,0,3.42,0,7.72,0
GermanyB:GermanB18,5.58,1.45,1.42,0.42,31.01,32.91,0.26,1.86,5.14,0,19.94,0
GermanyB:GermanB19,8.7,0,0,0,33.88,39.18,0.16,0,1.86,0,15.21,1.01
GermanyB:GermanB20,5.23,0,0.23,0,33.19,44.36,0,0.06,3.12,0,13.81,0
GermanyB:GermanB21,6.01,0.91,0,0,33.02,39.87,0,0,4.91,0.38,14.62,0.28
GermanyB:GermanB22,5.18,0.16,0.12,0,25.09,55.11,0,0,1.43,1.17,11.74,0
Germany:German1,7.74,0.23,0.19,0,33.71,44.36,0,0,4.45,0,9,0.33
Germany:German2,5.18,0,0,0,33.13,49.5,0.32,0.73,1.5,0,9.64,0
Germany:German3,9.86,0,0,0,35.84,50.53,1.04,0.47,0,0,2.26,0
Germany:German4,5.75,1.21,2.13,0,32.74,45.3,0,0.19,0.75,0,11.61,0.31
Germany:German5,4.02,0,2.04,1.21,28.13,52.67,0,0,0.53,0,11.39,0
Germany:German6,7.29,0.41,0,0,31.69,52.83,0,0,0.52,0,7.25,0.01
Germany:German7,8.06,0,0.68,0,31.51,48.86,0.59,0,0.07,0,10.24,0
Germany:German8,6.46,0.2,0,0,28.55,53.05,0,0,0.96,0,10.03,0.75
Germany:German9,4.93,0.72,0,0,31.12,50.75,0,0,2.96,0,9.52,0
Germany:German10,8.01,0,0.44,0,35.39,43.85,0.5,0.65,0.09,0,11.07,0
Germany:German11,10.1,0.3,0,0.67,34.25,46.1,1.75,0,0.53,0,6.18,0.11
Germany:German12,6.32,0.11,0,0.04,31.18,52.18,0.75,0,1.92,0,6.46,1.04
Germany:German13,6.51,0.14,0,0.63,30,51.51,0,0,4.68,0,6.05,0.48
Germany:German14,6.69,0.71,0,0.66,32.25,48.93,0,0,1.73,0,9.02,0
Germany:German15,8.2,0.64,0.59,0.34,29.28,51.53,0,0,0.71,0,8.69,0
Germany:German16,8.19,0,0,0,33.73,50.49,0,0,0,0,7.35,0.23
Germany:German17,9.67,0,0.41,0,37.09,46,0.62,0.12,0.51,0,5.59,0
Germany:German18,6.6,1.1,1.85,0,30.4,46.51,0,0,3.79,0,9.37,0.39
Germany:German19,8.16,1,1.02,0,31.56,46.76,1.31,0,0,0,10.2,0
Germany:German20,7.37,1.08,1.21,0,26.83,52.61,0,0,2.54,0,8.35,0
Germany:German21,6.25,0.1,0.63,0.02,33.72,48.26,0.35,0.15,3.01,0,7.5,0
Germany:German22,7.21,0,1.36,0,31.71,45.96,0,0,1.59,0,12.16,0
Germany:German23,6.96,1.21,0,0.58,32.21,46.01,1.07,0,2.68,0,9.27,0
Germany:German24,7.92,0.59,0,0,37.26,40.99,0.44,0,1.82,0.42,10.57,0
Germany:German25,8.97,0.73,0,0,35.29,46.18,0.2,1,1.78,0,5.85,0
Germany:German26,5.79,0.98,0,0.27,30.05,48.41,0,0,0,0,13.37,1.13
Germany:German27,5.91,0.52,0,0,35.53,50.17,0,0.25,0,0,7.63,0
Germany:German28,3.71,0,0.54,0,32.9,48.87,0,0,2.06,0,11.92,0
Germany:German29,4.99,0,0,0,32.52,42.19,0.94,0.45,2.57,0,16.34,0
Germany:German30,7.31,0,0,0,30.85,52.38,0,0,2.18,0,7.26,0
Latvia:latvian22J5,1.54,0.23,0,0,17.58,70.41,2.13,0,0,0,8.10,0
Latvia:latvian54A2,3.08,1.25,0,0.05,19.37,71.45,0.49,0,0,0,4.31,0
Latvia:latvian54F2,3.94,0.88,0,1.05,21.44,66.33,0,0,0,0,6.35,0
Latvia:latvian54H7,4.11,2.04,0,0,16.46,70.92,0,0,1.59,0,4.87,0
Latvia:latvian58C6,4.00,0.17,0.43,0,21.32,66.71,0.97,0,0,0,6.39,0
Latvia:latvian58C8,0,1.84,0.69,0,20.64,66.20,0,0,2.27,0,8.35,0
Russia_Pinega:RusPinega1,2.96,10.41,0,0,16.96,61.07,0.72,0,1.66,1.06,5.15,0
Russia_Pinega:RusPinega9,4.24,9.50,0,0,17.18,60.87,1.90,0,1.02,1.79,3.50,0
Russia_Pinega:RusPinega17,5.52,9.10,0,0.47,17.11,61.52,0,0,0,1.34,4.93,0
Russia_Pinega:RusPinega20,3.47,11.53,0,0.23,16.38,60.47,0.32,0,0,0.90,6.70,0
Belarus:belarusian23vp,3.97,1.75,0,0,19.92,57.88,1.86,0,1.79,0.18,12.66,0
Belarus:belarusian29zp,2.60,1.16,0.25,0,22.48,57.42,0,0,2.03,0,14.05,0
Belarus:belarusian32zp,3.04,0.97,0,0,22.64,58.18,1.46,0,1.87,0,11.84,0
Belarus:belarusian45vp,4.41,1.42,0.15,0.55,22.05,56.93,0,0.45,0.66,0,12.85,0.53
Belarus:belarusian47zp,4.22,1.26,0,0.79,24.54,55.89,0.80,0,1.13,0.01,11.37,0
Belarus:belarusian50vp,3.72,1.49,0,0,21.45,56.63,1.60,0,2.90,0,12.19,0.02
Belarus:belarusian52vp,1.90,0.57,0,0,23.11,59.60,0,0.01,2.37,0,12.45,0
Belarus:belarusian54zp,4.31,1.55,0,0,23.30,60.06,1.22,0,0.37,0,9.13,0.06
Slovakia:Slovakia77,2.52,1.08,0,0.61,25.93,52.29,0.83,0.45,2.58,0.37,13.34,0
Slovakia:Slovakia85,6.74,0.56,0.26,0,27.77,51.63,0.79,0,2.02,0,10.23,0
Slovakia:Slovakia94,4.77,1.21,0.04,0.20,25.84,52.09,0.41,0,3.33,0,12.11,0
Slovakia:Slovakia96,3.35,0.58,0,0,26.51,50.08,0.68,0,4.04,0.56,14.20,0
Slovakia:Slovakia118,4.75,0,0,0,27.47,53.38,1.08,0,0,0.63,12.58,0.11
Slovakia:Slovakia150,3.90,0.85,0.64,0.59,26.27,47.21,0,0,3.79,0.46,16.30,0
Slovakia:Slovakia218,5.21,1.08,0.21,0,25.67,48.67,1.07,0,3.66,0.93,13.49,0
Slovakia:Slovakia222,6.04,0.39,0.57,0,26.40,50.67,0.94,0,1.71,0.28,13.02,0
Slovakia:Slovakia233,5.46,1.77,0.16,0.78,26.80,48.10,0.04,0,3.64,0,13.26,0
Slovakia:Slovakia235,6.04,0.68,0,0.29,27.43,47.06,1.56,0,2.55,0,14.39,0
Slovakia:Slovakia256,5.60,1.16,0,0,29.11,51.99,0,0,1.01,0,11.12,0
Slovakia:Slovakia411,5.40,0,0.66,0.40,26.14,51.98,0.60,0,3.21,0,11.61,0
Slovakia:Slovakia425,6.47,0,0.16,0,25.17,51.19,0.06,0.08,2.71,1.00,13.12,0.04
Slovakia:Slovakia429,4.95,0.19,0.01,0.34,28.04,47.90,0.54,0,1.95,0.35,15.73,0
Slovakia:Slovakia474,5.51,0.77,0,0.61,25.07,52.49,0.05,0,3.43,0,12.08,0
Slovenia:Slovenian_8,5.85,0,0,0.08,28.73,43.24,0.07,0,5.00,0,17.04,0
Slovenia:Slovenian_14,5.97,0.87,0,0.70,28.48,45.23,0.26,0,5.08,0,13.40,0
Slovenia:Slovenian90,4.72,0.55,0.62,0,30.56,47.64,0,0,2.81,1.04,12.06,0
Slovenia:Slovenian136,6.66,0.44,0.65,0.22,30.94,41.62,0.15,0.14,3.63,0,15.51,0.05
Slovenia:Slovenian137,4.88,0.82,0,0,26.22,43.33,0.49,0.22,3.29,0.02,20.74,0
Slovenia:Slovenian147,4.49,0.83,0,0,28.05,49.08,0,0,2.85,0.17,14.53,0
Slovenia:Slovenian172,3.45,0.38,0.65,0.38,26.05,46.06,0,0,1.93,0,21.10,0
Slovenia:Slovenian184,2.75,0,0.40,0,28.05,51.15,0,0,2.56,0,15.00,0.08
Slovenia:Slovenian188,3.68,0,0.63,0,29.55,46.72,1.20,0,2.54,0,15.68,0
Slovenia:Slovenian237,5.04,0.68,0,0,32.71,43.60,0,0,2.08,0,15.89,0
Slovenia:Slovenian241,6.24,0.82,0.17,0.52,28.85,42.02,0.24,0,3.60,0,17.54,0
Slovenia:Slovenian271,4.93,0,0,0.41,31.52,46.80,0.41,0,2.42,0,13.50,0
Slovenia:Slovenian275,5.10,0.04,0.06,1.00,25.74,47.90,0.14,0,3.04,0,16.99,0
Slovenia:Slovenian299,2.60,0.28,0,0.20,27.91,47.31,0.28,0.57,2.06,0,18.79,0
Slovenia:Slovenian321,6.18,0,0,0.18,28.06,46.92,0.06,0,2.80,0.68,15.12,0
Hungary:hungary1,4.47,2.27,0,0.18,26.92,46.61,1.44,0,2.61,0.45,14.87,0.18
Hungary:hungary2,3.61,0.7,0,1.3,24.61,49.7,0,0,2.06,0,18.02,0
Hungary:hungary3,6.51,0.64,1.79,0,27.39,44.23,0.65,0,3.31,0,15.48,0
Hungary:hungary4,4.23,0.62,0,0,25.15,48.87,0,0,3.3,1.01,16.82,0
Hungary:hungary5,2.32,0,0,0,24.5,55.75,0,0,1.09,0.73,15.61,0
Hungary:hungary6,3.59,0.57,0,0.51,26.9,45.62,0.17,0,5.03,0,17.61,0
Hungary:hungary7,3.45,0.75,0,1.23,25.68,49.37,0.16,0.05,2.79,0,16.5,0
Hungary:hungary8,3.14,1.18,1.59,0,26.24,47.64,0,0,2.3,0,17.9,0
Hungary:hungary9,4.74,0.1,0,0,28.08,46.07,0.69,0,3.21,1.23,15.88,0
Hungary:hungary10,3.29,0.42,0,0.63,32.3,42.32,0,0,2.5,0.47,18.06,0
Hungary:hungary11,4.77,0,0.26,0.08,34.47,43.97,0,0,5.09,0.9,10.46,0
Hungary:hungary12,5.32,1.23,0,0,28.89,46.46,0,0,2.29,0.05,15.77,0
Hungary:hungary13,2.59,1.48,0,0,27.07,44.39,0,0,4.1,0.22,20.16,0
Hungary:hungary14,0.35,1.64,1.88,0,24.5,49.82,0.35,0,1.87,1.36,18.2,0.03
Hungary:hungary15,5.41,1.24,0,0,24.92,48.69,1.05,0,3.11,0.59,15,0
Hungary:hungary16,3.84,0.75,0,0.57,25.98,49.79,0,0,3.05,0,16.02,0
Hungary:hungary17,3.37,0.45,1.2,0,30.61,45.98,0,0,1.36,0.97,16.07,0
Hungary:hungary18,0.63,0,0,0,24.34,51.02,1.29,0,4.03,0.64,18.04,0
Hungary:hungary19,4.45,0.85,0,0,25.22,45.9,1.74,0,3.4,0,18.44,0
Hungary:hungary20,6.78,0,0,0,27.91,48.93,0.93,0,3.41,0.01,12.04,0
Lithuania:lithuania1,0.27,0.56,0,0,17.15,74.25,0,0,0.73,0.14,6.9,0
Lithuania:lithuania2,0.23,0,0,0,13.38,78.64,0,0,0.74,0,7,0
Lithuania:lithuania3,0.33,0,0,0,17.28,70.58,0.96,0,1.17,0,9.68,0
Lithuania:lithuania4,0.57,0,0,0,13.9,75.41,0.28,0,0,0,9.84,0
Lithuania:lithuania5,3.58,0.89,0,0,20.38,67.57,1.26,0,0.37,0,5.94,0
Lithuania:lithuania6,0,0,0,1.61,12.94,69.01,0,0,2.75,0,13.69,0
Lithuania:lithuania7,0,0,0,0,13.44,77.85,0.37,0,0.78,0.08,7.48,0
Lithuania:lithuania8,1.47,0.51,0,0,14.19,74.07,0,0,0.44,0,9.32,0
Lithuania:lithuania9,0,0,0,0,13.47,77.71,0,0,0.86,0,7.96,0
Lithuania:lithuania10,0,0,0,0.06,11.79,78.09,0,0,2.02,0,8.03,0
UK_Wales:WalesBK21,8.05,0.25,0,0,39.41,41.61,0.16,0.28,1.21,0,9.03,0
UK_Wales:WalesBK33,9.79,0.9,1.53,0,37.58,42.31,0.77,0,0,0,7.12,0
UK_Wales:WalesBK54,9.84,0,0.46,0,36.77,44.11,0.21,0.13,0.57,0,7.9,0
UK_Wales:WalesBK58,9.52,0.8,0.39,0.87,40.46,40.52,0,0,1.31,0,6.13,0
UK_Wales:WalesBK68,8.82,0,0.83,0,40.62,41.46,0.14,0,0.87,0,7.26,0
UK_Wales:WalesCHF12,7.6,0.48,0,0.18,38.85,43.54,0.3,0,1.16,0,7.89,0
UK_Wales:WalesCHF13,9.46,0,0.41,0,36.91,45.55,0,0.03,0.21,0.06,7.38,0
UK_Wales:WalesCHF15,2.23,2.85,0.53,0.15,19.72,67.6,0.21,0,0.74,0.09,5.88,0
UK_Wales:WalesCHF56,8.87,1.12,0.01,0,40.61,43.04,0,0,0,0,6.35,0
UK_Wales:WalesCHF63,7.97,0.34,0.79,0.01,38.37,43.91,0,0.03,1.88,0,6.69,0
UK_Wales:WalesDR56,8.57,0,0.43,0,38.51,41.23,0.81,0,0.93,0.17,9.27,0.08
UK_Wales:WalesDR68,7.27,0.28,1.4,0,36.77,37.77,0,0.14,4.3,0,12.06,0
UK_Wales:WalesDR84,9.28,0.17,0.04,0,39.53,39.56,0.17,0,1.82,0.18,9.24,0
UK_Wales:WalesDR94,8.51,0,0,0.08,37.81,45.04,0.06,0.28,0.07,0,8.04,0.12
UK_Wales:WalesDR99,9.28,0,0.39,0.37,38.12,42.58,0,0,0.7,0,8.48,0.08
UK_Wales:WalesL40,9.28,0.57,0.62,0,38.11,43.45,0.27,0,2.05,0,5.65,0
UK_Wales:WalesL42,8.25,0,0,0,38.42,43.69,0,0.26,0.41,0,8.97,0
UK_Wales:WalesL44,9.96,0.07,0.66,0.1,39.6,42.82,0,0,0.93,0,5.86,0
UK_Wales:WalesL45,6.74,0.5,2.5,0,30.35,29.65,0,0,7.52,1.13,21.6,0
UK_Wales:WalesL86,11.1,0,0.19,0,37.68,41.98,0,0.26,0.71,0,8.07,0
Romania:Romania1,0,0.41,0.27,0.72,23.96,36.68,1.57,0,7.13,0.1,29.17,0
Romania:Romania2,3.05,0,0,0,22.66,34.39,1.88,0,6.2,2.29,29.53,0
Romania_o:Romania3,9.61,0.12,0.71,1.54,14.05,18.18,21.38,0,6.08,0,28.33,0
Romania:Romania4,2.72,1.44,0,1.62,25.58,34.64,0,0,7.72,0,26.28,0
Romania:Romania5,2.2,1.44,0.54,0.31,21.23,36.86,0.33,0,9.9,0,27.2,0
Romania:Romania6,5.59,0.16,0.96,0,27.02,30.25,1.57,0,5.01,0.88,28.56,0
Romania_o:Romania7,10.13,0,0,1.77,12.69,9.97,25.5,0,7.15,0,32.78,0
Romania:Romania12,1.66,0.12,0,0,22.22,33.88,0,0,5.32,2.26,34.54,0
Spain:Spain1,8.48,0,2.64,0.46,54.61,21.33,0,0.69,2.52,0,9.23,0.04
Spain:Spain2,5.22,1.2,2.7,0,50.53,26.1,0,0,3.47,0,10.78,0
Spain:Spain3,7.03,0,3.27,0,50.73,25.2,0,0,2.9,0,10.88,0
Spain:Spain4,7.28,0.81,1.19,0,48.72,26.82,0,0,2.69,0,12.49,0
Spain:Spain5,4.94,0.21,2.23,0.29,44.81,29.68,0,0,2.68,0,14.61,0.53
Spain:Spain6,5.93,0,2.71,0,49.65,24.8,0,0,4.24,0.97,11.35,0.36
Spain:Spain8,5.27,0,4.11,0,53.77,19.19,1,1.47,3.76,0,11.44,0
Spain:Spain9,6.02,0.49,2.63,0.13,53.81,17.62,0.1,0.15,5.02,0,13.13,0.9
Spain:Spain10,7.14,0,6.52,0,50.5,21.23,1.39,1.47,2.95,0,8.76,0.05
Spain:Spain11,6.38,0,1.96,0,51.28,22.7,0,0,6.78,0,10.3,0.6
Spain:Spain12,5.42,0.42,4.48,0.58,51.84,18.42,0.43,0.94,4.59,0.01,12.76,0.12
Spain:Spain13,8.09,0,4.94,0,51.17,23.45,0,0,3.53,0,8.41,0.42
Turkey:tur2,11.89,4.64,0.38,0,13.46,10.1,2.82,0,7.4,2.64,46.69,0
Turkey:tur20,14.19,4.81,0,0,15.23,4.87,1.73,0.38,9.77,4.76,44.05,0.21
Turkey:tur37,17.32,3.27,0,0.4,9.91,7.42,1.64,0,9.8,3.07,47.17,0
Turkey:tur52,15.34,4.13,0.4,0,12.22,8.96,0,0.65,12.01,6.35,39.96,0
Turkey:tur67,10.25,4.54,0.05,0,11.01,11.76,1.34,0,10.85,2.74,47.46,0
Turkey:tur84,17.79,1.95,0.57,0,9.1,9.9,0,0,10.6,3.51,46.58,0
Turkey:tur110,12.08,4.33,0,0.45,10.92,7.72,0.1,0,11.39,4.71,47.42,0.87
Turkey:tur124,18.15,4.48,0,0,11.68,8.78,0.33,0.97,4.27,5.08,46.25,0
Turkey:tur139,15.81,3.55,0.84,0,8.68,8.2,0.8,0,15.36,1.58,45.19,0
Turkey:tur154,12.54,2.18,1.22,0,9.9,11.6,0,0,11.82,4.8,45.94,0
Turkey:tur170,19.57,2.95,0,0,9.98,8.55,0,2.38,6.68,3.62,46.11,0.15
Turkey:tur182,28.57,1.29,0,0.89,4.95,7.11,1.32,0,12.65,0,43.22,0
Turkey:tur197,11.23,1.23,0.52,0,10.58,9.21,0.91,0,10.63,3.79,51.89,0
Turkey:tur210,11.93,4.85,0.29,0.88,11.93,12.86,3.07,0.14,8.53,1.07,44.04,0.42
Turkey:tur222,12.15,3.28,1.45,0,10.06,11.03,1.25,0,10.49,3.13,47.16,0
Turkey:tur236,20.36,1.88,0.22,0.56,9.96,12.26,0.17,0,10.06,1.85,42.68,0
Turkey:tur262,18.22,3.31,0,0,15.72,6.22,1.01,0,12.51,2.32,40.68,0
Turkey:tur277,16.69,6.84,2.13,2.27,9.29,5.75,1.59,0,13.28,1.11,41.05,0
Turkey:tur306,14.63,6.42,0,0,0,21.2,0.8,0,0,3.38,53.57,0
Greece_NorthEast:GreeceNE8,6.06,1.06,0.23,0,25.47,30.62,0,0,8.12,0,28.44,0
Greece_NorthEast:GreeceNE11,5.53,0.37,0.78,0,27.05,28.83,0.57,0,6.26,0,30.57,0.05
Greece_NorthEast:GreeceNE34,6.36,0,2.82,0,27.36,30.25,0,0,7.9,0,25.31,0
Greece_NorthEast:GreeceNE59,6.59,0.83,1.44,0,25.65,26.93,1.27,0,10.96,0,26.24,0.08
Greece_NorthEast:GreeceNE126,7.01,0.61,0.84,0,29.05,22.73,0.29,0,8.79,0,30.68,0
Greece_NorthEast:GreeceNE144,4.75,1.27,0.74,0,28.42,24.21,0.36,0,8.59,0,31.6,0.06
Greece_NorthEast:GreeceNE162,4.57,0.39,0.83,0.31,31.54,23.63,0.28,0,8.2,0,30.26,0
Greece_NorthEast:GreeceNE209,3.73,0,2.27,0,26.67,22.19,0.26,0,11.14,0.69,33,0.06
Greece_NorthEast:GreeceNE231,7.23,0.16,2.76,0,28.12,19.17,0,0,9.71,0,32.85,0
Greece_NorthEast:GreeceNE252,7.39,0.24,1.23,0,26.45,20.4,0.19,0,10.02,0.48,33.49,0.11
Greece_NorthEast:GreeceNE284,5.91,0.54,0,0,29.59,22.91,0,0,9.71,0,31.33,0
Greece_Macedonia_o:GreeceMaced1,15.71,0,0.86,0,11.36,5.09,0.23,0,13.20,0.42,53.12,0
Greece_Macedonia:GreeceMaced2,6.98,0.23,0.79,0.65,25.71,32.82,0,0,6.71,0,26.11,0
Greece_Macedonia:GreeceMaced3,6.31,0.66,0.53,0,25.07,27.70,0,0,9.12,0.67,29.92,0
Greece_Macedonia:GreeceMaced4,4.99,0,0.80,0,25.65,30.89,0.52,0,9.41,0,27.75,0
Greece_Macedonia_o:GreeceMaced6,9.15,0,1.66,0,20.40,16.23,0,0,14.00,0.32,38.24,0
Greece_Macedonia_o:GreeceMaced7,8.06,0,2.83,0.12,22.96,16.70,0,0.11,12.60,0,36.19,0.44
Greece_Macedonia:GreeceMaced8,7.86,1.73,1.06,0,26.44,30.87,0,0,6.41,0.64,24.98,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP10,5.91,0.2,1.34,1.08,23.77,24.58,0.56,0.25,10.06,0,32.25,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP11,5.63,0.22,1.64,0,25.41,25.39,1.02,0.06,7.99,0,32.58,0.06
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP12,7.73,0.09,1.31,0,22.25,26.71,0.19,0,8.84,0,32.87,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP13,7.91,0.43,0.72,0,31.44,22.54,0,0,7.85,0,29,0.1
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP14,3.68,0,3.14,0,28.46,23.19,2.04,0,9.34,0,30.15,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP15,7.1,0,0.81,0,27.82,26.17,0,0,6.78,1.5,29.81,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP16,3,1.31,2.99,0,25.38,23.55,0,0.07,10.33,0,33.37,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP17,5.81,0,1.28,0.4,27.12,28.14,0,0.24,9.09,0,27.93,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP18,4.44,0.59,1.1,0,26.54,25.5,0.19,0,11.15,0,30.5,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP3,1.15,1.42,3.25,0.29,26.72,26.45,0,0,10.06,0,30.67,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP4,4.78,0.73,2.02,0,25.87,23.46,0,0,8.66,0,34.42,0.06
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP5,2.58,0,0.38,0.84,26.45,25.13,2.14,0,10.16,0,32.14,0.17
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP8,7.28,0,1.14,0,28.22,28.15,0,0,7.03,0.46,27.7,0
Greek_Thessaloniki:Greek_Thessaloniki_GREEKGRALPOP9,3.61,0,0,0,28.48,24.38,0.62,0.07,7.92,1,33.92,0
Greece_Thessaly:GreeceThessaly2,6.9,1.34,1.53,0.11,26.39,25.53,0.16,0,8.08,0.08,29.88,0
Greece_Thessaly:GreeceThessaly3,3.71,0.02,0.83,0.01,29.93,26.54,0.01,0,9.97,0.03,28.96,0
Greece_Thessaly:GreeceThessaly4,6.14,0.24,1.99,0,25.36,24.62,0,0,9.86,0.07,31.57,0.14
Greece_Thessaly:GreeceThessaly5,6.88,0.01,1.77,0,29.18,23.02,2.4,0,7.11,0.01,29.62,0
Greece_Thessaly:GreeceThessaly6,5.64,0.45,1.23,0,29.32,28.97,0,0,5.91,0,27.75,0
Greece_Thessaly:GreeceThessaly7,6.05,0.25,0.02,0.05,27.46,24.05,0.64,0,10.79,1.12,29.56,0
Greece_Thessaly:GreeceThessaly8,5.49,0.11,2.3,0.02,29.33,24.5,0.03,0,8.53,0,29.09,0
Greece_Thessaly:GreeceThessaly9,4.85,1.44,2.05,0,27.28,22.79,0,0,11.38,0.01,30.2,0
Greece_Thessaly:GreeceThessaly10,6.25,0,2.96,0.06,25.9,25.82,1.41,0,8.63,0.02,28.95,0
Greece_Thessaly:Greek_Thessaly,5.706,0.389,1.56,0.052,27.831,25.09,0.465,0,8.958,0.134,29.667,0.014
Greek_Athens:Greek_Athens_TLA010,2.8,0.24,1,0,28.15,21.24,0,0,12.36,0.21,34.02,0
Greek_Athens:Greek_Athens_TLA011,4.28,1.31,3.51,1.11,23.42,18.26,0,0,12.21,0,35.91,0
Greek_Athens:Greek_Athens_TLA012,4.43,0.36,2.13,0,26.55,18.17,0.67,0,11.68,0,36,0
Greek_Athens:Greek_Athens_TLA015,4.9,0.93,3.76,0,29.22,20.43,0.47,0,10.23,0.14,28.75,1.16
Greek_Athens:Greek_Athens_TLA017,9.16,0.24,0.75,0.24,28.71,20.1,0,0,9.13,1.58,30.1,0
Greek_Athens:Greek_Athens_TLA018,5.36,0,1.48,0.34,28.6,17.93,0,0,9.78,0,35.54,0.97
Greek_Athens:Greek_Athens_TLA019,3.84,0.68,0.42,0,25.63,23.81,0,0.36,11.23,0,33.98,0
Greek_Athens:Greek_Athens_TLA020,4.74,0,0.18,0,28.35,24.29,0,0.53,11.52,0,30.33,0.06
Greek_Athens:Greek_Athens_TLA021,9.08,0,0,1.62,25.79,17.31,0.51,0,10.02,0,35.66,0
Greek_Athens:Greek_Athens_TLA023,4.43,0.61,2.63,0.17,24.98,24.64,0,0.43,6.7,1.16,34.24,0
Greek_Athens:Greek_Athens_TLA024,5.21,0,2.54,0,27.46,19.21,0,0,9.51,1.18,34.89,0
Greek_Athens:Greek_Athens_TLA025,4.11,0,0.55,0.43,27.48,21.51,0,0.52,11.43,0.35,33.61,0
Greek_Athens:Greek_Athens_TLA027,5.56,0,0.54,0,27.64,21.33,0,0.06,10.85,0.48,32.98,0.56
Greek_Athens:Greek_Athens_TLA028,5.81,0,0.58,0.11,25.83,21.24,0,0.09,11.29,0,34.02,1.01
Greek_Athens:Greek_Athens_TLA029,7.23,1.35,1.86,0,24.9,19.54,0.75,0,9.81,0,34.55,0
Greek_Preveliana_Irakleioy_B_Crete1DG,10.87,0.78,2.75,0,22.32,16.89,0,0.31,12.01,0,34.04,0
Greece_Central:GreeceCentral1,8.37,0.49,1.07,0.01,26.68,21.96,0,0.82,9.37,0.74,30.49,0
Greece_Central:GreeceCentral2,4.71,0.48,1.44,0.36,28.68,21.72,0,0.22,10.58,0.32,31.5,0
Greece_Central:GreeceCentral3,9.42,0.01,2.26,0,24.17,14.08,0.02,0,11.79,0,38.24,0
Greece_Central:GreeceCentral4,7.81,0.38,0.38,0.41,27.51,17.93,0,0.72,10.54,0.03,34.28,0
Greece_Central:GreeceCentral5,4.57,0.85,0.57,0.2,28.37,26.23,0,0,9.91,0.19,29.11,0
Greece_Central:GreeceCentral6,5.31,0,1.33,0,27.7,26.22,0,0,8.89,0,30.54,0
Greece_Central:GreeceCentral7,7.82,0.16,0.07,0,24.68,20.88,0.05,0,9.03,0.68,36.57,0.07
Greece_Central:GreeceCentral8,6.4,0,1.43,0.52,27.89,16.54,0.01,0,11.85,0,35.34,0
Greece_Central:GreeceCentral9,4.64,0.02,1.31,0,29.46,26.52,0,0.35,7.57,0.46,29.68,0
Greece_Central:GreeceCentral10,6.69,0.57,4.05,0.01,24.6,16.55,0,0.17,12.44,0,34.9,0
Greece_Peloponnese:GreecePelop1,4.45,0.85,1.27,0,27.15,25.99,0,0,8.10,0,32.19,0
Greece_Peloponnese:GreecePelop3,4.43,0.26,2.41,0,27.51,24.00,0,0,9.48,0.59,31.32,0
Greece_Peloponnese:GreecePelop4,6.16,0,1.66,0.41,25.45,20.53,0,0,10.27,0.63,34.81,0.09
Greece_Peloponnese:GreecePelop5,6.04,0,2.22,0.17,27.11,22.04,0.56,0,8.05,1.08,32.72,0
Greece_Peloponnese:GreecePelop6,9.28,0,1.12,0.39,21.80,20.92,7.00,0.27,8.61,0,30.61,0
Greece_Peloponnese:GreecePelop7,5.43,0.22,1.39,0,24.58,24.31,0,0.21,11.63,0,32.23,0
Greece_Peloponnese:GreecePelop8,5.52,0,1.22,0.36,27.33,21.20,0,0,12.52,0,31.83,0
Greece_Peloponnese:GreecePelop9,6.06,0,1.94,0,26.80,21.29,0.14,0,11.95,0.19,31.62,0
Greece_Peloponnese:GreecePelop10,6.32,0.38,0.54,0,23.96,24.44,1.16,0.08,11.55,0.03,31.54,0
Greece_F:GreeceF28k,5.7,0.26,2.28,0,26.66,23.65,0,0,9.73,0,31.72,0
Greece_F:GreeceF36k,7.56,0,1.59,0.93,25.46,17.83,0,0.59,10.19,0,35.84,0
Greece_F:GreeceF51k,6.45,0.31,1.52,0,26.4,17.15,0.39,0.13,13.04,0,34.6,0
Greece_F:GreeceF52k,7.86,0,2.37,0,26.6,17.67,0.02,0,9.14,0.66,35.65,0.04
Greece_F:GreeceF69k,5.99,0.05,1.49,0,23.64,16.84,0,0,10.89,1.35,39.75,0
Greece_Kos:GreeceKos1,8.21,0.83,3.1,0.1,23.32,10.76,0,0,14.19,0,39.31,0.18
Greece_Kos:GreeceKos2,7.15,0.37,2.41,0,24.26,10.76,0,0.17,15.8,0,39.09,0
Greece_Kos:GreeceKos4,8.72,0,2.03,0.34,21.5,10.32,0.6,0.12,14.63,0,41.73,0
Greece_Kos:GreeceKos5,7.67,0,1.6,0.56,25.5,9.49,0,0,14.42,0.85,39.88,0.04
Greece_Kos:GreeceKos6,8.55,0,2.11,1.09,23.32,10.43,0,0,14.84,0,39.66,0
Greece_Kos:GreeceKos7,8.27,0.19,2.85,0,23.92,10.98,0,0.1,14.34,0,39.35,0
Greece_Kos:GreeceKos8,9.32,0.2,3.74,0,22.28,7.83,0,0.4,13.98,0.81,41.45,0
Greece_Kos:GreeceKos9,7.94,0,4.17,0.54,22.17,11.92,0,0,13.1,0,39.93,0.24
Greece_Kos:GreeceKos10,8.54,0.17,2.62,0.07,20.43,10.62,1.12,0,14.65,0,41.56,0.23
Greece_Crete:Crete2,6.12,1.09,3.08,0,20.58,16.33,0,0.13,14.03,0,38.55,0.11
Greece_Crete:Crete3,8.41,0,1.57,0.48,25.78,13.69,0.42,0.16,13.21,0.34,35.93,0
Greece_Crete:Crete4,8.03,0,3.74,0,21.4,13.73,1.1,0.2,13.71,0.18,37.91,0
Greece_Crete:Crete5,9.01,0,1.27,0,23.71,12.93,0,1.59,13.08,0,38.41,0
Greece_Crete:Crete6,8.38,0,1.38,0,24.44,12.63,0.78,0,14.41,0,37.97,0
Greece_Crete:Crete7,5.52,0.74,2.66,0,23.72,10.47,0.96,0,15.36,0,40.22,0.36
Greece_Crete:Crete8,7.66,0.11,2.22,0,24.42,14.89,0.09,0,12.43,0.17,37.06,0.94
Greece_Crete:Crete9,9.28,0,2.75,0,22.32,13.5,0,0,11.81,0,40.34,0
Greece_Crete:Crete10,8.56,0,2.39,0,23.01,10.62,0,0.78,13.36,0,41.21,0.07
Greece_Phokaia:GreecePhokaia60,6.61,0.07,1.28,0,22.96,19.3,0.76,0.03,11.1,0,37.89,0
Greece_Smyrna:GreeceSmyrna4,5.39,0,1.61,0.29,22.82,18.54,0,0.37,12.2,0,38.79,0
Greece_Smyrna:GreeceSmyrna7,9.78,0.36,2.9,0,19.26,7,0,0,14.44,0.04,46.22,0
Greece_Smyrna:GreeceSmyrna9,6.82,0.58,3.34,0,23.47,15.26,0,0.14,11.07,0,39.12,0.19
Greece_Smyrna:GreeceSmyrna30,8.35,0,1.64,0.07,26.31,17.02,0,0,11.71,0,34.9,0
Greece_Smyrna:GreeceSmyrna58,5.32,0,2.08,0,27.92,19.48,0.73,0,10.49,0.08,33.9,0
Cyprus:Cyprus1,5.59,0,2.08,0,20.33,3.08,0.09,0,17.89,0.21,50.72,0
Cyprus:Cyprus2,9.96,0,3.2,0,21.58,4.03,0,0.99,18.48,0,41.62,0.15
Cyprus:Cyprus3,8.64,0,1.14,0,19.54,5.45,0,0,16.78,0.18,48.26,0
Cyprus:Cyprus4,4.87,0,2.63,0.45,15.59,7.55,0,0,17.27,0,51.64,0
Cyprus:Cyprus5,5.26,0.82,3.26,0,19.47,5.3,0,0,14.93,0,50.95,0
Cyprus:Cyprus6,5.89,0,1.08,0,21.59,3.31,0.07,0,17.82,0.24,50.01,0
Cyprus:Cyprus7,7.07,0,0.93,0.41,21.52,2.38,0,0,17.66,0,50.03,0
Cyprus:Cyprus8,5.33,0,0.47,0,20.92,4.07,0.87,0.66,18.79,0,48.89,0
Cyprus:Cyprus9,5.55,0,2.12,0,19.73,5.63,0.94,0.51,16.73,0,48.79,0
Cyprus:Cyprus10,4.62,0,2.85,0,21.7,5.16,0,0.76,15.97,0,48.94,0
Cyprus:Cyprus11,6.15,0,1.56,0.83,19.31,4.48,0,0.76,17.54,0.33,49.05,0
Cyprus:Cyprus12,8.06,0,3.67,0,19.16,2.71,0,0,18.44,0,47.7,0.26
Ashkenazi:ashkenazy1e,2.98,1.4,2.93,0.92,26.64,14.53,0.53,0.3,14.68,0,35.1,0
Ashkenazi:ashkenazy1w,9.04,1.3,4.96,0,22.57,5.08,0.37,1.47,17.86,0.53,36.82,0
Ashkenazi_o:ashkenazy2e,4.79,1.07,2.41,0,19.93,25.96,0.67,1.1,8.71,1.49,33.88,0
Ashkenazi:ashkenazy2w,2.26,0,2.79,0.09,29.03,10.15,0.86,1.64,12.31,1.88,38.98,0
Ashkenazi:ashkenazy3e,1.32,0.98,5.39,0.46,21.06,12.47,1.8,0.18,12.71,0,43.63,0
Ashkenazi:ashkenazy3w,4.03,1.32,4.97,0.57,25.3,10.75,0.2,0,15.43,0,37.43,0
Ashkenazi:ashkenazy4e,4.06,1.54,5.48,0.26,25.22,11.68,0,1.28,13.69,0.03,36.75,0
Ashkenazi:ashkenazy4w,5.11,0.95,4.85,0.03,25.22,10.43,0.33,0.53,15.77,0,36.78,0
Ashkenazi:ashkenazy5e,2.5,0.79,3.86,0.14,21.26,12.16,1.46,0.22,12.92,1.49,43,0.2
Ashkenazi:ashkenazy6w,4.99,0.52,5.15,0,26.99,9.5,0.46,0.72,14.34,0.04,37.3,0
Ashkenazi:ashkenazy7e,0,0.34,7.12,0.3,23.89,14.68,1.18,0,15.06,1,36.44,0
Ashkenazi:ashkenazy7w,1.83,0,5.51,0,28.53,7.96,1.65,0.9,15.39,0.41,37.83,0
Ashkenazi:ashkenazy8e,3.05,0.45,2.7,2.34,24.38,13.17,0,1.44,12.54,0.29,39.65,0
Ashkenazi:ashkenazy8w,2.68,0.2,6.65,0,27.53,11.15,2.56,0.44,13.52,0,35.28,0
Ashkenazi:ashkenazy9e,1.71,1.81,4.5,0,24.26,14.11,1.36,0,12.36,0.37,39.53,0
Ashkenazi_o:ashkenazy9w,6.13,0,2.78,0.25,35.03,28.09,2.19,0,5.96,0,19.38,0.18
Ashkenazi:ashkenazy10e,1.16,0.47,3.68,0,23.33,16.05,1.67,0.3,12.08,1.77,39.49,0
Ashkenazi_o:ashkenazy10w,7.38,0.4,1.63,0.35,31.14,28.55,1.32,0,7.51,0.05,21.49,0.19
Sephardi:sephardic1tur,7.38,0,5.14,0,23.42,6.25,0.48,0.98,13.59,0.62,42.14,0
Sephardi:sephardic2tur,5.19,0.16,6.09,0.1,23.28,5.25,0,0.87,19.54,0,39.52,0
Sephardi:sephardic3tur,8.29,0,6.83,0.05,28.46,6.26,0,1.1,17.51,0,31.5,0
Sephardi:sephardic4tur,5.61,0.18,7.45,0.5,27.06,3.69,0.24,1.58,16.79,0,36.19,0.72
Sephardi:sephardic5tur,4.43,0.58,9.57,0,23.24,5.3,0.48,0.78,17.23,0,38.37,0
Sephardi:sephardic6tur,6.82,1.13,8.61,0,23.35,4.33,0,0.38,17.58,0,37.8,0
Sephardi:sephardic7tur,3.57,0,7.17,0,25.34,5.95,1.47,0,17.57,0.36,38.33,0.24
Sephardi:sephardic8tur,6.91,1.67,5.78,0,27.2,4.28,0,0,18.88,0.2,35.07,0
Sephardi:sephardic9tur,5.61,0.96,8.81,0,28.13,4.08,0.9,0.75,13.63,0,37.13,0
Sephardi:sephardic10tur,6.91,0.22,6.09,0,26.63,3.15,2.41,0,16.38,0,38.22,0
Sephardi_o:sephardic11bel,5.61,0,8.73,0.06,38.28,9.6,0.17,0,13.59,0.17,23.17,0.63
Sephardi:sephardic12bul,6.84,0,4.07,0,28.63,6.2,0.45,0,16.07,0.68,36,1.06
Sephardi:sephardic13bul,5.26,0.41,6.53,0,25.55,7.13,2.03,0.55,16.93,0,35.6,0
Sephardi:sephardic14bul,3.88,0.81,5.07,0,26.68,3.58,2.22,1.31,16.09,0,40.35,0
Sephardi:sephardic15bul,1.06,0.81,3.79,0.78,27.26,8.56,0.01,0.73,15.29,0.94,40.76,0
Sephardi:sephardic16bul,6.19,0,5.77,0.98,25.03,4.13,1.08,0.87,15.4,0,40.08,0.46
Sephardi:sephardic17bul,0.61,0.33,6.87,0.59,24.01,10.35,0.24,1.17,14.18,0,41.64,0
Sephardi:sephardic18bul,4.16,0,4.92,0,24.75,8.55,0,1.1,14.5,0,41.58,0.44
Sephardi:sephardic19bul,2.61,0,5.08,0,29.61,6.86,1.33,0.72,15.24,0,38.29,0.26
Lebanon:Lebanon2,13.55,0.67,4.26,0.75,12.61,0,0,1.77,23.27,0,42.29,0.84
Lebanon:Lebanon3,10.97,0,4.89,0.55,11.42,4.14,0,1.91,24.01,0,41.69,0.41
Lebanon:Lebanon4,6.1,0,9.04,1.02,10.33,0,0.23,7.79,27.19,0,37.41,0.89
Lebanon:Lebanon5,6.2,0,7.7,0.52,9.94,2.04,0,7.51,25.12,0,37.89,3.08
Lebanon:Lebanon6,13.11,1.06,2.16,0.54,7.68,7.27,2.18,1.75,17.01,2.99,42.98,1.3
Lebanon:Lebanon7,8.66,0.54,4.37,0.45,14.12,3.76,1.44,2.19,23.22,0,39.96,1.29
Lebanon:Lebanon8,13.56,2.11,0.73,0,12.14,4.14,0,2.11,19.36,2.17,41.98,1.71
Jordan:Jordan62,9.61,0.79,6.45,0,7.13,0.97,0,5.53,29.4,0,36.93,3.19
Jordan:Jordan214,10.01,1.51,3.8,0,10.41,4.28,0.48,3.67,27.69,0.37,36.23,1.55
Jordan:Jordan305,10.01,0,5.82,0.75,7.69,0.93,0.95,4.32,30.9,0,37.1,1.54
Jordan:Jordan307,9.48,0.15,5.4,0.02,15.23,0.06,0,4.35,29.99,1.64,31.18,2.5
Jordan:Jordan382,7.97,0,6.81,0.54,12.52,0,0,4.94,26.13,1.46,38.47,1.16
Jordan:Jordan384,10.65,0.84,5.9,0,10.15,0.03,0,5.99,27.05,0,36.91,2.48
Jordan:Jordan387,10,0,2.85,0.33,8.69,2.84,0,3.84,35.6,0.98,33.76,1.11
Jordan:Jordan426,7.92,0.44,2.72,0,12.25,2.66,1.08,6.47,22.94,0.99,40.77,1.76
Jordan:Jordan444,2.46,0,4.88,0,0,3.44,0.32,31.54,17.58,0,12.23,27.53
Jordan:Jordan445,4.47,0,4.83,0,11.81,0.4,1.32,3.66,25.17,0.37,45.68,2.28
Jordan:Jordan485,8.41,0,7.19,0.63,10.74,0,0.51,7.03,26.2,0,36.57,2.71
Jordan:Jordan502,7.84,0,6.76,0.91,10.89,2.75,0.14,5.68,27.68,0.01,35.93,1.4
Jordan:Jordan503,14.9,3.07,5.35,0.57,9.34,2.31,1.44,4.33,21.4,0.4,35.93,0.96
Jordan:Jordan543,6.92,0,5.69,0.26,11.34,0.84,1.71,3.17,29.71,0.06,38.1,2.2
Jordan:Jordan546,7.61,0,3.6,0.51,12.03,0,0.8,6.35,25.68,0,40.43,3
Jordan:Jordan560,9.96,1.35,6.42,0.23,10.19,0,0.78,3.08,26.85,0,39.28,1.87
Jordan:Jordan563,10.1,0,8.62,1.69,8.63,0,0,4.95,28.07,0.36,36.18,1.4
Jordan:Jordan603,10.13,1.66,6.46,0,11.92,0.55,0,3.09,25.14,0,38.13,2.91
Jordan:Jordan608,7.77,0,5.81,0,11.45,0.02,0,5.98,25.57,1.23,42.17,0
Jordan:Jordan646,10.36,0,3.71,0,11.62,1.55,0,4.56,27.8,1.17,37.05,2.19
Syria:syria1,15.84,0.74,1.68,1.22,8.13,10.56,1.12,1.03,11.79,1.42,45.57,0.91
Syria:syria2,11.52,0.21,2.59,0,15.97,1.22,1.24,4.02,27.58,0.67,34.98,0
Syria:syria3,9.14,0,3.61,0,10.8,2.01,0.86,3.34,28.41,0.34,39.87,1.63
Syria:syria4,14.28,0,4.78,0,11.61,1.01,0.36,3.17,27.66,0.06,37.08,0
Syria:syria5,17.19,0,0.53,0.69,7.89,3.32,3.58,1.81,27.54,0.62,35.89,0.95
Syria:syria6,12.87,1.22,0.13,0.24,4.86,4.88,2.36,5.22,32.5,0,32.68,3.04
Syria:syria7,10.41,0.51,0.85,0,2.5,4.29,3.9,2.43,34.7,0,36.3,4.1
Syria:syria8,11.12,0.95,1.72,0.14,7.87,0,3.4,2.74,26.82,0,42.23,3.02
Syria:syria9,9.52,1.19,0.2,0,12.26,2.85,1.63,2.12,24.71,0,45.52,0
Syria:syria10,11.51,1.64,1.48,0,12.27,3.7,0.68,0.29,21.78,0.6,43.27,2.78
Syria:syria298,10.67,0.54,2.58,0,11.78,2.46,0.16,2.56,21.78,0,46.49,0.97
Syria:syria361,19.2,0,0.29,0,14.46,0.3,0,0,15.64,0,50.11,0
Syria:syria461,14.36,0.18,2.84,0,4.98,1.14,0.96,4.95,32.78,1.73,31.47,4.61
Syria:syria464,11.89,0,0.56,0,6.44,1.87,2.23,4.11,33.23,1.75,35.19,2.73
Syria:syria485,11.08,0.13,4.18,1.87,11.63,6.85,1.45,2.25,18.95,0,39.15,2.47
Syria:syria520,6.95,0,8.2,0.14,12.72,3.19,0,6.5,23.78,0.2,36.36,1.96
Saudi:saudi1403,0,0.5,1.53,0,0.2,0.74,0,2.76,77.32,0,16.95,0
Saudi:saudi1411,15.87,0.96,3.01,0,2.03,3.72,2.51,2.99,35.09,0,31.18,2.63
Saudi:saudi1413,1.05,0,0,0,0,0.42,0.31,0,85.62,0,12.6,0
Saudi:saudi1424,0,0,0,0,0,0.04,0.61,1.85,80.63,0,16.88,0
Saudi:saudi1426,0,0,0,0,2.44,0.77,0.04,4.47,75.25,0.77,16.26,0
Saudi:saudi1428b,8.18,0,4.32,0,4.97,0.68,2.65,7.48,42.37,0.53,27.75,1.08
Saudi:saudi1430,8.88,0,1.76,0,3.64,1.86,0.85,2.56,63.99,0,16.42,0.05
Saudi:saudi1432,0,0,3.02,0,1.86,0.62,0,0.63,77.43,0.07,15.47,0.9
Saudi:saudi1434,0,0.88,1.04,0,2.5,0,0,2.56,72.45,0,20.57,0
Saudi:saudi1436,19.98,0.1,0.42,0,4.9,3.06,1.92,1.11,27.55,3.63,31.38,5.96
SaudiA:SaudiA1,0,0,1.64,0.69,0,0,0,3.7,74.49,0,19.35,0.12
SaudiA:SaudiA2,10.83,0,1.6,0,0,3.75,3.77,21.37,21.12,1.29,14.53,21.75
SaudiA:SaudiA3,7.4,0.05,2.15,0,5.54,1.86,0,5.55,50.96,0,25.84,0.64
SaudiA:SaudiA4,1.59,0,0.87,0,2.97,0,0,2.16,67.45,0.19,24.77,0
SaudiA:SaudiA5,0,0,0.02,0,0,1.81,0,2.82,81.73,0,13.62,0
SaudiA:SaudiA6,7.15,0,1.36,0.89,3.1,3.13,0.59,2.34,49.47,0,30.39,1.57
SaudiA:SaudiA7,10.21,0.23,4.01,0.12,14.11,0.01,2.16,1.84,23.97,0,42.52,0.83
SaudiA:SaudiA8,1.2,0,2.69,0,1.43,0.44,0,4.4,72.03,0.25,17.33,0.22
SaudiA:SaudiA9,11.99,0,1.53,0,4.41,1.76,1.55,2.1,40.9,0,33.64,2.12
SaudiA:SaudiA10,5.63,0.2,0,0.85,3.24,0,0,3.73,62.27,0,24.07,0
Yemen:Yemen1,1.82,0.62,2.46,4.23,1.81,0.46,0.1,11.82,21.84,1.08,8.66,45.1
Yemen:Yemen2,10.6,0.69,2.66,0,4.86,0,4.19,12.8,28.92,1.14,23.58,10.56
Yemen:Yemen3,3.61,0.11,4.9,0.96,0.41,0.84,1.88,10.87,34.74,0,19.01,22.66
Yemen:Yemen4,6.61,1.05,6.6,0.67,5.74,1.11,1.99,5.98,34.12,0,26.35,9.78
Yemen:Yemen5,3.72,1.62,4.41,0.56,5.32,0,2.95,9.41,42.56,0,23.53,5.92
Yemen:Yemen6,3.67,0.13,4.79,0.91,0.3,0.92,1.89,10.88,34.8,0,18.99,22.72
Yemen:Yemen7,9.26,0.53,2.52,0.88,3.46,0.86,3.69,12.47,31.79,0,25.71,8.83
Yemen:Yemen8,13.74,0.37,2.82,1.1,3.7,2.29,4.43,4.92,32.7,0,25.94,8
Yemen:Yemen9,13.99,0.86,2.13,0,7.22,0,2.48,5.59,34.63,0,30.67,2.42
Yemen:Yemen10,4.41,0.08,2.82,0,1.63,1.02,0,7.89,53.05,0,29.1,0
Armernia:arm3,13.52,0.07,0,0.13,8.44,4,0.78,0,13.79,0.38,58.89,0
Armernia:arm4,21.1,0,0,0.01,4.7,6.28,0.77,0,9.34,0.15,57.64,0
Armernia:arm5,15.83,0,0,0,10.25,1.43,0.76,0,10.3,0,61.44,0
Armernia:arm6,14.64,0,0,0,9.31,1.54,0.68,0,8.89,0,64.94,0
Armernia:arm7,10.43,4.12,1.19,0,10.61,33.22,0.35,0,8.43,0,31.65,0
Armernia:arm8,16.04,0.45,0,0,13.53,0.28,0,0,11.19,0,58.5,0
Armernia:arm9,17.76,0.89,0.94,0,9.44,6.28,0.93,0.08,12.72,0,50.97,0
Armernia:arm10,20.63,0,0,0.01,13.03,1.19,1.47,0,11.57,0,52.12,0
Armernia:arm11,18.36,0,0,0.3,10.21,4.36,0,0,13.54,0,53.23,0
Armernia:arm12,13.35,0,0,0,5.55,5.01,0.2,0,6.99,0.88,68.02,0
Armernia:arm13,14.76,0.61,0.5,0,10.27,14.85,0.37,0,6.35,0,52.29,0
Armernia:arm14,7.51,2.02,0,0,9.37,36.7,0.31,0,6.76,0,37.34,0
Armernia:arm17,15.74,0,0,0,7.94,5.92,0,0,12.67,0.56,57.17,0
Armernia:arm18,14.43,0,0,0,11.21,2.38,0,0,10.01,0,61.97,0
Armernia:arm19,20.53,0,0,0,7.1,2.67,0,0,14.81,0,54.89,0
Armernia:arm20,14.96,0,0,0.1,5.35,5.94,0,0,8,0.9,64.74,0
Armernia:arm21,6.11,0.86,1.15,0.19,12.94,49.83,0.18,0,0.96,0.33,27.44,0
Armernia:arm23,14.75,0,0,0.03,7.88,3.96,0,0,8.99,0.27,64.13,0
Armernia:arm26,17.42,0.45,0,0,8.19,4.34,0.72,0.04,10.74,0,58.09,0

---

https://i.imgur.com/ikdIgxd.png

https://i.imgur.com/OTpfmDs.png

https://i.imgur.com/OorC7Ie.png

I removed the outliers and now the PCA may be more readable. As soon as I have time I will add other missing populations.

https://i.imgur.com/sR4hGzd.png

https://i.imgur.com/JzzooHn.png

https://i.imgur.com/ZMFCnuZ.png

Thanks Pax

Distance to:	Duarte
3.46759753	94.20% Portugal:Portugal1 + 5.80% Yemen:Yemen1
3.92769015	94.60% Portugal:Portugal13 + 5.40% Yemen:Yemen1
3.99881721	94.60% Portugal:Portugal1 + 5.40% Jordan:Jordan444
4.25482403	94.60% Portugal:Portugal1 + 5.40% SaudiA:SaudiA2
4.42105157	95.00% Portugal:Portugal13 + 5.00% Jordan:Jordan444
4.48433901	95.60% Portugal:Portugal1 + 4.40% Yemen:Yemen3
4.48654320	95.60% Portugal:Portugal1 + 4.40% Yemen:Yemen6
4.57856277	92.60% Portugal:Portugal6 + 7.40% Yemen:Yemen1
4.60076850	15.60% Corsica:CorsicaS15608 + 84.40% Portugal:Portugal1
4.70932725	95.60% Portugal:Portugal1 + 4.40% Yemen:Yemen2
4.80708071	96.20% Portugal:Portugal1 + 3.80% Yemen:Yemen7
4.82129406	7.80% Trapani:TP05_LazaridisNat2014 + 92.20% Portugal:Portugal1
4.83238355	96.20% Portugal:Portugal1 + 3.80% Yemen:Yemen4
4.84072684	95.80% Portugal:Portugal13 + 4.20% SaudiA:SaudiA2
4.84626195	96.00% Portugal:Portugal1 + 4.00% Lebanon:Lebanon5
4.85460060	95.60% Portugal:Portugal1 + 4.40% Syria:syria485
4.86018268	96.00% Portugal:Portugal1 + 4.00% Jordan:Jordan485
4.86315746	96.00% Portugal:Portugal1 + 4.00% Turkey:tur170
4.86480118	96.00% Portugal:Portugal1 + 4.00% Turkey:tur124
4.86571552	96.00% Portugal:Portugal1 + 4.00% Jordan:Jordan546
4.86711957	6.80% W-Sicily:21 + 93.20% Portugal:Portugal1
4.87056010	70.40% Portugal:Portugal1 + 29.60% Portugal:Portugal2
4.87752032	96.00% Portugal:Portugal1 + 4.00% Jordan:Jordan603
4.87886782	95.80% Portugal:Portugal1 + 4.20% Turkey:tur20
4.88044989	95.80% Portugal:Portugal1 + 4.20% Syria:syria520

4.87056010	70.40% Portugal:Portugal1 + 29.60% Portugal:Portugal2
4.95510975	86.20% Spain:Spain3 + 13.80% Jordan:Jordan444
4.98804250	68.00% Portugal:Portugal2 + 32.00% Spain:Spain13
5.00595646	74.00% Portugal:Portugal2 + 26.00% Spain:Spain1
5.01033939	66.60% Portugal:Portugal2 + 33.40% Spain:Spain10
5.03266161	87.00% Spain:Spain3 + 13.00% Yemen:Yemen1
5.04763256	67.60% Portugal:Portugal12 + 32.40% Spain:Spain10
5.06634171	24.80% Corsica:CorsicaS15608 + 75.20% Portugal:Portugal6
5.10246199	67.00% Portugal:Portugal2 + 33.00% Spain:Spain3
5.11094081	76.20% Portugal:Portugal1 + 23.80% Portugal:Portugal12
5.17435914	58.80% Portugal:Portugal1 + 41.20% Portugal:Portugal13
5.18510254	87.80% Spain:Spain6 + 12.20% Jordan:Jordan444
5.19927637	64.40% Portugal:Portugal2 + 35.60% Spain:Spain6
5.20765874	67.80% Portugal:Portugal2 + 32.20% Spain:Spain2
5.22479839	85.40% Spain:Spain3 + 14.60% SaudiA:SaudiA2
5.29966012	87.60% Spain:Spain4 + 12.40% Yemen:Yemen1
5.31227891	32.60% Albanian:AL9 + 67.40% Spain:Spain10

5.30431899	Portugal:Portugal1
5.43745345	Portugal:Portugal13
6.39920308	Portugal:Portugal9
6.84937953	Portugal:Portugal12
6.87803024	Portugal:Portugal6
6.90954412	Portugal:Portugal7
6.93103167	Portugal:Portugal10
6.99095129	Portugal:Portugal2
7.20277724	Portugal:Portugal3
7.56310783	Portugal:Portugal11
8.99914996	Corsica_o:CorsicaS00708
9.10243374	French_Provence-Provance4109
9.52070901	Spain:Spain5
9.89869688	Spain:Spain6
10.57147577	Spain:Spain4
10.73484047	N_Italy_HGDP:HGDP01154
10.92404687	Spain:Spain10
10.94775776	Spain:Spain3
10.97884784	Corsica_o:corsica11908
10.98203533	N_Italy_HGDP:HGDP01173
11.06127931	Lombardy:BGD28_Lombardy
11.07024390	Piedmont:ItalyPiedmont127
11.12115552	Spain:Spain2
11.29594618	French_Provence-Provance2508
11.37322733	N_Italy_HGDP:HGDP01172

Target: Duarte Distance: 1.8032% / 1.80315011
46.6	Spain
26.9	GermanyB
9.3	Yemen
8.7	Sardinia_HGDP
6.7	Portugal
1.5	Turkey
0.3	Germany

---

Target: Duarte Distance: 2.3593% / 2.35934702 | ADC: 0.25x RC
60.4	Spain
20.0	Portugal
11.0	N_Italy_HGDP
8.6	Yemen

---

Target: Duarte Distance: 3.3973% / 3.39728023 | ADC: 0.5x RC
94.3	Portugal
5.7	Yemen

---

Target: Duarte Distance: 4.8706% / 4.87055729 | ADC: 1x RC
70.5	Portugal:Portugal1
29.5	Portugal:Portugal2

With the new coordinates, my results got a bit strange...Wales? Ashkenazi? German?
Distance to: italouruguayan
12.12725855 UK_Wales:WalesL45
12.45939806 Ashkenazi_o:ashkenazy10w
13.30189460 GermanyB:GermanB18
13.55852499 Greece_Macedonia:GreeceMaced8
13.80775145 Ashkenazi_o:ashkenazy9w
14.34106342 Greece_NorthEast:GreeceNE34
14.41980582 Greece_NorthEast:GreeceNE59
14.56452883 Friuli-Venezia-Giulia:ALP346
14.61209088 Friuli-Venezia-Giulia:KF2700960
14.75188801 Piedmont:ItalyPiedmont63
15.11099600 Friuli-Venezia-Giulia:ALP235
15.23157904 Piedmont:Piedmont154
15.33053489 Friuli-Venezia-Giulia:KF1800761
15.36169262 Albanian:AL9
15.36592984 Friuli-Venezia-Giulia:ALP081
15.46325968 Friuli-Venezia-Giulia:KF2700922
15.47954780 Trentino-Alto-Adige:ALP200
15.49061006 Lombardy:ALP288

Quote:

---

Originally Posted by italouruguayan

With the new coordinates, my results got a bit strange...Wales? Ashkenazi? German?
Distance to: italouruguayan
12.12725855 UK_Wales:WalesL45
12.45939806 Ashkenazi_o:ashkenazy10w
13.30189460 GermanyB:GermanB18
13.55852499 Greece_Macedonia:GreeceMaced8
13.80775145 Ashkenazi_o:ashkenazy9w
14.34106342 Greece_NorthEast:GreeceNE34
14.41980582 Greece_NorthEast:GreeceNE59
14.56452883 Friuli-Venezia-Giulia:ALP346
14.61209088 Friuli-Venezia-Giulia:KF2700960
14.75188801 Piedmont:ItalyPiedmont63
15.11099600 Friuli-Venezia-Giulia:ALP235
15.23157904 Piedmont:Piedmont154
15.33053489 Friuli-Venezia-Giulia:KF1800761
15.36169262 Albanian:AL9
15.36592984 Friuli-Venezia-Giulia:ALP081
15.46325968 Friuli-Venezia-Giulia:KF2700922
15.47954780 Trentino-Alto-Adige:ALP200
15.49061006 Lombardy:ALP288

---

@italouruguayan ... your top sample (WalesL45) comes from: The Genomic Impact of European Colonization of the Americas ... GreeceNE34 and GreeceNE39 too, ... the samples should be of Europeans with affinities to Colonizer, I think.

.https://www.cell.com/current-biology...822(19)31306-5

That makes more sense...thanks Salento!

Quote:

---

Originally Posted by italouruguayan

With the new coordinates, my results got a bit strange...Wales? Ashkenazi? German?
Distance to: italouruguayan
12.12725855 UK_Wales:WalesL45
12.45939806 Ashkenazi_o:ashkenazy10w
13.30189460 GermanyB:GermanB18
13.55852499 Greece_Macedonia:GreeceMaced8
13.80775145 Ashkenazi_o:ashkenazy9w
14.34106342 Greece_NorthEast:GreeceNE34
14.41980582 Greece_NorthEast:GreeceNE59
14.56452883 Friuli-Venezia-Giulia:ALP346
14.61209088 Friuli-Venezia-Giulia:KF2700960
14.75188801 Piedmont:ItalyPiedmont63
15.11099600 Friuli-Venezia-Giulia:ALP235
15.23157904 Piedmont:Piedmont154
15.33053489 Friuli-Venezia-Giulia:KF1800761
15.36169262 Albanian:AL9
15.36592984 Friuli-Venezia-Giulia:ALP081
15.46325968 Friuli-Venezia-Giulia:KF2700922
15.47954780 Trentino-Alto-Adige:ALP200
15.49061006 Lombardy:ALP288

---

You are far away from everybody. Even the first one you come out with is at 12.12725855, that's a considerable distance. Try to do a PCA.

Quote:

---

Originally Posted by Salento

@italouruguayan ... your top sample (WalesL45) comes from: The Genomic Impact of European Colonization of the Americas ... GreeceNE34 and GreeceNE39 too, ... the samples should be of Europeans with affinities to Colonizer, I think.

.https://www.cell.com/current-biology...822(19)31306-5

---

Thank you for the valuable contribution.

How should they be labeled in your opinion Wales set, then?

Quote:

---

Originally Posted by Pax Augusta

You are far away from everybody. Even the first one you come out with is at 12.12725855, that's a considerable distance. Try to do a PCA.

Thank you for the valuable contribution.

How should they be labeled in your opinion Wales set, then?

---

imho the labels are fine, you could edit it if you like, … it is the Colonizers who have affinities with our European samples :)

@Pax Augusta, @Salento, @italouruguayan

Code:

---

UK_Wales:WalesL45,6.74,0.5,2.5,0,30.35,29.65,0,0,7.52,1.13,21.6,0
Ashkenazi_o:ashkenazy10w,7.38,0.4,1.63,0.35,31.14,28.55,1.32,0,7.51,0.05,21.49,0.19
GermanyB:GermanB18,5.58,1.45,1.42,0.42,31.01,32.91,0.26,1.86,5.14,0,19.94,0
Greece_Macedonia:GreeceMaced8,7.86,1.73,1.06,0,26.44,30.87,0,0,6.41,0.64,24.98,0
Ashkenazi_o:ashkenazy9w,6.13,0,2.78,0.25,35.03,28.09,2.19,0,5.96,0,19.38,0.18
Greece_NorthEast:GreeceNE34,6.36,0,2.82,0,27.36,30.25,0,0,7.9,0,25.31,0
Greece_NorthEast:GreeceNE59,6.59,0.83,1.44,0,25.65,26.93,1.27,0,10.96,0,26.24,0.08

---

These are the distances of samples above used as target and, using as source the Vahaduo K12b updated spreadsheet:

Distance to:	Greece_NorthEast:GreeceNE59
4.37961185	Turk_Makedonya
4.52077427	Bulgarian_Thrace
5.04378826	Macedonian_South
5.05466122	Greek_Thessaly
5.40490518	Bulgarian_East
5.43984375	Greek_Thrace
5.74054875	Albanian_Kosovo
5.77509307	Moldovan_Gagauz
5.93518323	Greek_Macedonia
6.02970978	Greek_Thessaloniki
6.05070244	Macedonian_Vardar
6.60162859	Macedonian_Northeast&Skopje;
6.74244763	Macedonian_East
6.81491012	Macedonian_Polog
7.09058531	Greek_Peloponnese
7.10554713	Turk_Deliorman
7.18034818	Bulgarian_Central
7.54792687	Albanian
7.56649853	Turk_Trakya
7.80544041	Pomak_Bulgaria
7.86221979	Pomak_Greece
8.39933926	Moldovan_South
8.48232869	Bulgarian_West
9.14783581	Romanian
9.37139797	Greek_Central

---

Distance to:	Greece_NorthEast:GreeceNE34
2.89259399	Macedonian_Polog
3.46555912	Bulgarian_East
3.49915704	Macedonian_Vardar
3.70596816	Moldovan_Gagauz
3.77583103	Macedonian_South
3.78284285	Macedonian_East
3.93033077	Bulgarian_Central
3.97266913	Greek_Macedonia
3.98150725	Macedonian_Northeast&Skopje;
4.55587533	Moldovan_South
4.67640888	Bulgarian_West
4.84033057	Pomak_Bulgaria
5.18395602	Romanian
5.67920769	Albanian_Kosovo
6.17983819	Pomak_Greece
6.44520752	Bulgarian_Thrace
6.49372774	Turk_Makedonya
6.87858270	Montenegrin
7.02725409	Greek_Thessaly
7.73405456	Greek_Thrace
7.95475330	Turk_Deliorman
8.10506632	Greek_Thessaloniki
8.67857707	Italian_Friuli_VG
9.20416753	Albanian
9.98241454	Turk_Trakya

---

Distance to:	Ashkenazi_o:ashkenazy9w
3.97836650	Italian_Friuli_VG
4.73729881	Italian_Piedmont
4.82879902	Italian_Veneto
5.31954885	Italian_Trentino
6.03938842	Swiss_Italian
6.99577015	Italian_Aosta_Valley
7.05284340	Italian_Lombardy
7.55560057	Italian_Liguria
8.21692156	Italian_Emilia
8.56102214	Austrian_Tyrol
9.46043339	Swiss_French
9.50565095	Italian_Tuscany
9.96080820	Spanish_Baleares
10.03612475	Macedonian_Vardar
10.28896982	Portuguese
10.36751658	Macedonian_Polog
10.52702237	Macedonian_East
10.63366353	Spanish_Canarias
10.80087959	Macedonian_South
11.22993767	Italian_Romagna
11.52451734	Albanian_Kosovo
11.64410581	Greek_Macedonia
11.87263240	Montenegrin
11.90727089	Romanian
12.20054507	Macedonian_Northeast&Skopje;

---

Distance to:	Greece_Macedonia:GreeceMaced8
3.05681206	Moldovan_Gagauz
3.54866172	Bulgarian_East
3.67042232	Bulgarian_Central
3.71130705	Macedonian_Polog
3.87640297	Moldovan_South
4.26184232	Bulgarian_West
4.45850872	Romanian
4.49338403	Pomak_Bulgaria
4.70820560	Macedonian_Vardar
4.85993827	Macedonian_East
4.89864267	Macedonian_Northeast&Skopje;
4.94085013	Greek_Macedonia
5.55332333	Macedonian_South
5.58341293	Pomak_Greece
6.18373673	Turk_Deliorman
6.41329868	Montenegrin
6.44729401	Turk_Makedonya
7.08849067	Albanian_Kosovo
7.31450614	Bulgarian_Thrace
8.42560384	Greek_Thessaly
8.81152087	Turk_Trakya
9.01696734	Greek_Thrace
9.37526533	Greek_Thessaloniki
9.63255937	Serb
9.68051652	Italian_Friuli_VG

---

Distance to:	GermanyB:GermanB18
5.98632609	Austrian_Tyrol
6.19753177	Montenegrin
6.32678433	Italian_Friuli_VG
6.85178079	Romanian
7.35885181	Moldovan_South
7.64024214	Bulgarian_West
7.65620010	Macedonian_Polog
7.73080850	Serb
8.11041306	Swiss_French
8.21610613	Macedonian_East
8.68888946	Italian_Trentino
8.72001147	Macedonian_Vardar
8.75078282	Bulgarian_Central
8.98854827	Hungarian_Transylvania+Székely
9.07730687	Italian_Veneto
9.30740028	Pomak_Bulgaria
9.43038175	Macedonian_Northeast&Skopje;
9.76421016	Greek_Macedonia
9.76480415	Macedonian_South
9.82648462	Moldovan_Central
9.99203183	Moldovan_Gagauz
10.03113154	Bulgarian_East
10.06980635	Bavarian_German
10.19094696	Italian_Piedmont
10.29755371	Swiss_Italian

---

Distance to:	Ashkenazi_o:ashkenazy10w
4.56495345	Italian_Friuli_VG
6.28743191	Macedonian_Vardar
6.51771432	Macedonian_Polog
6.78273544	Italian_Veneto
6.87373261	Macedonian_East
6.95633524	Macedonian_South
7.45501174	Italian_Piedmont
7.74977419	Greek_Macedonia
8.02148989	Albanian_Kosovo
8.32313042	Romanian
8.36157282	Macedonian_Northeast&Skopje;
8.36366546	Moldovan_South
8.54350631	Bulgarian_West
8.54554270	Moldovan_Gagauz
8.60482423	Italian_Trentino
8.65557624	Bulgarian_Central
8.70070112	Bulgarian_East
8.99576567	Montenegrin
9.18344707	Italian_Liguria
9.28941333	Italian_Emilia
9.55675154	Pomak_Bulgaria
9.68210269	Swiss_Italian
9.76258163	Italian_Lombardy
9.77690135	Greek_Thessaly
9.86282921	Italian_Tuscany

---

Distance to:	UK_Wales:WalesL45
5.10288154	Italian_Friuli_VG
5.75871513	Macedonian_Polog
5.94568751	Macedonian_Vardar
6.22204147	Macedonian_East
6.63006787	Macedonian_South
7.10584970	Moldovan_South
7.12500526	Romanian
7.31356274	Greek_Macedonia
7.38367795	Bulgarian_West
7.60840982	Macedonian_Northeast&Skopje;
7.62621794	Bulgarian_Central
7.63264699	Italian_Veneto
7.77098449	Montenegrin
7.84963056	Moldovan_Gagauz
7.87671251	Bulgarian_East
8.05316708	Albanian_Kosovo
8.42894418	Pomak_Bulgaria
8.50355220	Italian_Piedmont
9.17952068	Italian_Trentino
9.56000523	Austrian_Tyrol
9.87535316	Greek_Thessaly
10.04413262	Turk_Makedonya
10.28497448	Italian_Liguria
10.30603707	Bulgarian_Thrace
10.35402639	Swiss_Italian

@Duarte … you are comparing averages with a chosen set of single samples, … not unusual to find discrepancies.

Quote:

---

Originally Posted by Duarte

@Pax Augusta, @Salento, @italouruguayan

Code:

---

UK_Wales:WalesL45,6.74,0.5,2.5,0,30.35,29.65,0,0,7.52,1.13,21.6,0
Ashkenazi_o:ashkenazy10w,7.38,0.4,1.63,0.35,31.14,28.55,1.32,0,7.51,0.05,21.49,0.19
GermanyB:GermanB18,5.58,1.45,1.42,0.42,31.01,32.91,0.26,1.86,5.14,0,19.94,0
Greece_Macedonia:GreeceMaced8,7.86,1.73,1.06,0,26.44,30.87,0,0,6.41,0.64,24.98,0
Ashkenazi_o:ashkenazy9w,6.13,0,2.78,0.25,35.03,28.09,2.19,0,5.96,0,19.38,0.18
Greece_NorthEast:GreeceNE34,6.36,0,2.82,0,27.36,30.25,0,0,7.9,0,25.31,0
Greece_NorthEast:GreeceNE59,6.59,0.83,1.44,0,25.65,26.93,1.27,0,10.96,0,26.24,0.08

---

These are the distances of samples above used as target and, using as source the Vahaduo K12b updated spreadsheet:

Distance to:	Greece_NorthEast:GreeceNE59
4.37961185	Turk_Makedonya
4.52077427	Bulgarian_Thrace
5.04378826	Macedonian_South
5.05466122	Greek_Thessaly
5.40490518	Bulgarian_East
5.43984375	Greek_Thrace
5.74054875	Albanian_Kosovo
5.77509307	Moldovan_Gagauz
5.93518323	Greek_Macedonia
6.02970978	Greek_Thessaloniki
6.05070244	Macedonian_Vardar
6.60162859	Macedonian_Northeast&Skopje;
6.74244763	Macedonian_East
6.81491012	Macedonian_Polog
7.09058531	Greek_Peloponnese
7.10554713	Turk_Deliorman
7.18034818	Bulgarian_Central
7.54792687	Albanian
7.56649853	Turk_Trakya
7.80544041	Pomak_Bulgaria
7.86221979	Pomak_Greece
8.39933926	Moldovan_South
8.48232869	Bulgarian_West
9.14783581	Romanian
9.37139797	Greek_Central

---

Distance to:	Greece_NorthEast:GreeceNE34
2.89259399	Macedonian_Polog
3.46555912	Bulgarian_East
3.49915704	Macedonian_Vardar
3.70596816	Moldovan_Gagauz
3.77583103	Macedonian_South
3.78284285	Macedonian_East
3.93033077	Bulgarian_Central
3.97266913	Greek_Macedonia
3.98150725	Macedonian_Northeast&Skopje;
4.55587533	Moldovan_South
4.67640888	Bulgarian_West
4.84033057	Pomak_Bulgaria
5.18395602	Romanian
5.67920769	Albanian_Kosovo
6.17983819	Pomak_Greece
6.44520752	Bulgarian_Thrace
6.49372774	Turk_Makedonya
6.87858270	Montenegrin
7.02725409	Greek_Thessaly
7.73405456	Greek_Thrace
7.95475330	Turk_Deliorman
8.10506632	Greek_Thessaloniki
8.67857707	Italian_Friuli_VG
9.20416753	Albanian
9.98241454	Turk_Trakya

---

Distance to:	Ashkenazi_o:ashkenazy9w
3.97836650	Italian_Friuli_VG
4.73729881	Italian_Piedmont
4.82879902	Italian_Veneto
5.31954885	Italian_Trentino
6.03938842	Swiss_Italian
6.99577015	Italian_Aosta_Valley
7.05284340	Italian_Lombardy
7.55560057	Italian_Liguria
8.21692156	Italian_Emilia
8.56102214	Austrian_Tyrol
9.46043339	Swiss_French
9.50565095	Italian_Tuscany
9.96080820	Spanish_Baleares
10.03612475	Macedonian_Vardar
10.28896982	Portuguese
10.36751658	Macedonian_Polog
10.52702237	Macedonian_East
10.63366353	Spanish_Canarias
10.80087959	Macedonian_South
11.22993767	Italian_Romagna
11.52451734	Albanian_Kosovo
11.64410581	Greek_Macedonia
11.87263240	Montenegrin
11.90727089	Romanian
12.20054507	Macedonian_Northeast&Skopje;

---

Distance to:	Greece_Macedonia:GreeceMaced8
3.05681206	Moldovan_Gagauz
3.54866172	Bulgarian_East
3.67042232	Bulgarian_Central
3.71130705	Macedonian_Polog
3.87640297	Moldovan_South
4.26184232	Bulgarian_West
4.45850872	Romanian
4.49338403	Pomak_Bulgaria
4.70820560	Macedonian_Vardar
4.85993827	Macedonian_East
4.89864267	Macedonian_Northeast&Skopje;
4.94085013	Greek_Macedonia
5.55332333	Macedonian_South
5.58341293	Pomak_Greece
6.18373673	Turk_Deliorman
6.41329868	Montenegrin
6.44729401	Turk_Makedonya
7.08849067	Albanian_Kosovo
7.31450614	Bulgarian_Thrace
8.42560384	Greek_Thessaly
8.81152087	Turk_Trakya
9.01696734	Greek_Thrace
9.37526533	Greek_Thessaloniki
9.63255937	Serb
9.68051652	Italian_Friuli_VG

---

Distance to:	GermanyB:GermanB18
5.98632609	Austrian_Tyrol
6.19753177	Montenegrin
6.32678433	Italian_Friuli_VG
6.85178079	Romanian
7.35885181	Moldovan_South
7.64024214	Bulgarian_West
7.65620010	Macedonian_Polog
7.73080850	Serb
8.11041306	Swiss_French
8.21610613	Macedonian_East
8.68888946	Italian_Trentino
8.72001147	Macedonian_Vardar
8.75078282	Bulgarian_Central
8.98854827	Hungarian_Transylvania+Székely
9.07730687	Italian_Veneto
9.30740028	Pomak_Bulgaria
9.43038175	Macedonian_Northeast&Skopje;
9.76421016	Greek_Macedonia
9.76480415	Macedonian_South
9.82648462	Moldovan_Central
9.99203183	Moldovan_Gagauz
10.03113154	Bulgarian_East
10.06980635	Bavarian_German
10.19094696	Italian_Piedmont
10.29755371	Swiss_Italian

---

Distance to:	Ashkenazi_o:ashkenazy10w
4.56495345	Italian_Friuli_VG
6.28743191	Macedonian_Vardar
6.51771432	Macedonian_Polog
6.78273544	Italian_Veneto
6.87373261	Macedonian_East
6.95633524	Macedonian_South
7.45501174	Italian_Piedmont
7.74977419	Greek_Macedonia
8.02148989	Albanian_Kosovo
8.32313042	Romanian
8.36157282	Macedonian_Northeast&Skopje;
8.36366546	Moldovan_South
8.54350631	Bulgarian_West
8.54554270	Moldovan_Gagauz
8.60482423	Italian_Trentino
8.65557624	Bulgarian_Central
8.70070112	Bulgarian_East
8.99576567	Montenegrin
9.18344707	Italian_Liguria
9.28941333	Italian_Emilia
9.55675154	Pomak_Bulgaria
9.68210269	Swiss_Italian
9.76258163	Italian_Lombardy
9.77690135	Greek_Thessaly
9.86282921	Italian_Tuscany

---

Distance to:	UK_Wales:WalesL45
5.10288154	Italian_Friuli_VG
5.75871513	Macedonian_Polog
5.94568751	Macedonian_Vardar
6.22204147	Macedonian_East
6.63006787	Macedonian_South
7.10584970	Moldovan_South
7.12500526	Romanian
7.31356274	Greek_Macedonia
7.38367795	Bulgarian_West
7.60840982	Macedonian_Northeast&Skopje;
7.62621794	Bulgarian_Central
7.63264699	Italian_Veneto
7.77098449	Montenegrin
7.84963056	Moldovan_Gagauz
7.87671251	Bulgarian_East
8.05316708	Albanian_Kosovo
8.42894418	Pomak_Bulgaria
8.50355220	Italian_Piedmont
9.17952068	Italian_Trentino
9.56000523	Austrian_Tyrol
9.87535316	Greek_Thessaly
10.04413262	Turk_Makedonya
10.28497448	Italian_Liguria
10.30603707	Bulgarian_Thrace
10.35402639	Swiss_Italian

---

Thank you, Duarte. On the one hand it's normal to find a lot of individual variation, as Salento says, but if you notice some of those are _o, I've already labeled them as outliers, because some are really unlikely to be completely "native" or completely accurate. When I have time I also check others. I have long said that academic modern samples should be taken with caution anyway.

Hi Salento. Hi Pax.
Italo's main ancestry is Italian. He was surprised by the presence of Welsh, German and Askenazi in his individual tops. However seems that these guys have a lot of Italian in his ancestry, mainly from the North and even from neighbors to the North (Austria Tyrol, as the GermanB). It seems, I think, that there is no “visible mistake” in the “top” selection of single samples of Ítalo, I think.

Distance to:	Ashkenazi_o:ashkenazy9w
3.97836650	Italian_Friuli_VG
4.73729881	Italian_Piedmont
4.82879902	Italian_Veneto
5.31954885	Italian_Trentino
6.03938842	Swiss_Italian
6.99577015	Italian_Aosta_Valley
7.05284340	Italian_Lombardy
7.55560057	Italian_Liguria
8.21692156	Italian_Emilia
8.56102214	Austrian_Tyrol
9.46043339	Swiss_French
9.50565095	Italian_Tuscany

Distance to:	Ashkenazi_o:ashkenazy10w
4.56495345	Italian_Friuli_VG

Distance to:	GermanyB:GermanB18
5.98632609	Austrian_Tyrol
6.19753177	Montenegrin
6.32678433	Italian_Friuli_VG

Distance to:	UK_Wales:WalesL45
5.10288154	Italian_Friuli_VG

Quote:

---

Originally Posted by Duarte

Hi Salento. Hi Pax.
Italo's main ancestry is Italian. He was surprised by the presence of Welsh, German and Askenazi in his individual tops. However seems that these guys have a lot of Italian in his ancestry, mainly from the North and even from neighbors to the North (Austria Tyrol, as the GermanB). It seems, I think, that there is no “visible mistake” in the “top” selection of single samples of Ítalo, I think.

Distance to:	Ashkenazi_o:ashkenazy9w
3.97836650	Italian_Friuli_VG
4.73729881	Italian_Piedmont
4.82879902	Italian_Veneto
5.31954885	Italian_Trentino
6.03938842	Swiss_Italian
6.99577015	Italian_Aosta_Valley
7.05284340	Italian_Lombardy
7.55560057	Italian_Liguria
8.21692156	Italian_Emilia
8.56102214	Austrian_Tyrol
9.46043339	Swiss_French
9.50565095	Italian_Tuscany

Distance to:	Ashkenazi_o:ashkenazy10w
4.56495345	Italian_Friuli_VG

Distance to:	GermanyB:GermanB18
5.98632609	Austrian_Tyrol
6.19753177	Montenegrin
6.32678433	Italian_Friuli_VG

Distance to:	UK_Wales:WalesL45
5.10288154	Italian_Friuli_VG

---

… no surprises, it nailed :) … his top match comes from a set of Europeans that people of the Americas have more affinities with, … I find it interesting.

My top 10 ... LivingDNA:

https://i.imgur.com/hiFw3dg.gif

https://www.cell.com/current-biology...822(19)31306-5

My distance from all the samples is important, due to my non-European components (15-18% Native American, 2-3% Sub Saharan African). What caught my attention is that although some calculators, with a significant distance (up to 22%), show my affinities with samples from northern Italy, others instead show affinity with samples from southeastern Europe (Romanians, Bulgarians, Thracian Turks) , even with more affinity than the Italian samples. My interpretation (which may be very wrong) is that these peoples show small Eastern Eurasian components, and that some calculators might interpret them as similar to the Native American component.
But such "Western" affinities had never appeared to me, such as Wales or Germany....

Quote:

---

Originally Posted by italouruguayan

My distance from all the samples is important, due to my non-European components (15-18% Native American, 2-3% Sub Saharan African). What caught my attention is that although some calculators, with a significant distance (up to 22%), show my affinities with samples from northern Italy, others instead show affinity with samples from southeastern Europe (Romanians, Bulgarians, Thracian Turks) , even with more affinity than the Italian samples. My interpretation (which may be very wrong) is that these peoples show small Eastern Eurasian components, and that some calculators might interpret them as similar to the Native American component.
But such "Western" affinities had never appeared to me, such as Wales or Germany....

---

I think that's a good hunch. It would be EEF like, plus a Slavic component with some eastern affinities or some ancestry from peoples like the Bulgars, or an Ottoman component with some Central Asian affinity.

Quote:

---

Originally Posted by Duarte

@Pax Augusta, @Salento, @italouruguayan

Code:

---

UK_Wales:WalesL45,6.74,0.5,2.5,0,30.35,29.65,0,0,7.52,1.13,21.6,0
Ashkenazi_o:ashkenazy10w,7.38,0.4,1.63,0.35,31.14,28.55,1.32,0,7.51,0.05,21.49,0.19
GermanyB:GermanB18,5.58,1.45,1.42,0.42,31.01,32.91,0.26,1.86,5.14,0,19.94,0
Greece_Macedonia:GreeceMaced8,7.86,1.73,1.06,0,26.44,30.87,0,0,6.41,0.64,24.98,0
Ashkenazi_o:ashkenazy9w,6.13,0,2.78,0.25,35.03,28.09,2.19,0,5.96,0,19.38,0.18
Greece_NorthEast:GreeceNE34,6.36,0,2.82,0,27.36,30.25,0,0,7.9,0,25.31,0
Greece_NorthEast:GreeceNE59,6.59,0.83,1.44,0,25.65,26.93,1.27,0,10.96,0,26.24,0.08

---

These are the distances of samples above used as target and, using as source the Vahaduo K12b updated spreadsheet:

Distance to:	Greece_NorthEast:GreeceNE59
4.37961185	Turk_Makedonya
4.52077427	Bulgarian_Thrace
5.04378826	Macedonian_South
5.05466122	Greek_Thessaly
5.40490518	Bulgarian_East
5.43984375	Greek_Thrace
5.74054875	Albanian_Kosovo
5.77509307	Moldovan_Gagauz
5.93518323	Greek_Macedonia
6.02970978	Greek_Thessaloniki
6.05070244	Macedonian_Vardar
6.60162859	Macedonian_Northeast&Skopje;
6.74244763	Macedonian_East
6.81491012	Macedonian_Polog
7.09058531	Greek_Peloponnese
7.10554713	Turk_Deliorman
7.18034818	Bulgarian_Central
7.54792687	Albanian
7.56649853	Turk_Trakya
7.80544041	Pomak_Bulgaria
7.86221979	Pomak_Greece
8.39933926	Moldovan_South
8.48232869	Bulgarian_West
9.14783581	Romanian
9.37139797	Greek_Central

---

Distance to:	Greece_NorthEast:GreeceNE34
2.89259399	Macedonian_Polog
3.46555912	Bulgarian_East
3.49915704	Macedonian_Vardar
3.70596816	Moldovan_Gagauz
3.77583103	Macedonian_South
3.78284285	Macedonian_East
3.93033077	Bulgarian_Central
3.97266913	Greek_Macedonia
3.98150725	Macedonian_Northeast&Skopje;
4.55587533	Moldovan_South
4.67640888	Bulgarian_West
4.84033057	Pomak_Bulgaria
5.18395602	Romanian
5.67920769	Albanian_Kosovo
6.17983819	Pomak_Greece
6.44520752	Bulgarian_Thrace
6.49372774	Turk_Makedonya
6.87858270	Montenegrin
7.02725409	Greek_Thessaly
7.73405456	Greek_Thrace
7.95475330	Turk_Deliorman
8.10506632	Greek_Thessaloniki
8.67857707	Italian_Friuli_VG
9.20416753	Albanian
9.98241454	Turk_Trakya

---

Distance to:	Ashkenazi_o:ashkenazy9w
3.97836650	Italian_Friuli_VG
4.73729881	Italian_Piedmont
4.82879902	Italian_Veneto
5.31954885	Italian_Trentino
6.03938842	Swiss_Italian
6.99577015	Italian_Aosta_Valley
7.05284340	Italian_Lombardy
7.55560057	Italian_Liguria
8.21692156	Italian_Emilia
8.56102214	Austrian_Tyrol
9.46043339	Swiss_French
9.50565095	Italian_Tuscany
9.96080820	Spanish_Baleares
10.03612475	Macedonian_Vardar
10.28896982	Portuguese
10.36751658	Macedonian_Polog
10.52702237	Macedonian_East
10.63366353	Spanish_Canarias
10.80087959	Macedonian_South
11.22993767	Italian_Romagna
11.52451734	Albanian_Kosovo
11.64410581	Greek_Macedonia
11.87263240	Montenegrin
11.90727089	Romanian
12.20054507	Macedonian_Northeast&Skopje;

---

Distance to:	Greece_Macedonia:GreeceMaced8
3.05681206	Moldovan_Gagauz
3.54866172	Bulgarian_East
3.67042232	Bulgarian_Central
3.71130705	Macedonian_Polog
3.87640297	Moldovan_South
4.26184232	Bulgarian_West
4.45850872	Romanian
4.49338403	Pomak_Bulgaria
4.70820560	Macedonian_Vardar
4.85993827	Macedonian_East
4.89864267	Macedonian_Northeast&Skopje;
4.94085013	Greek_Macedonia
5.55332333	Macedonian_South
5.58341293	Pomak_Greece
6.18373673	Turk_Deliorman
6.41329868	Montenegrin
6.44729401	Turk_Makedonya
7.08849067	Albanian_Kosovo
7.31450614	Bulgarian_Thrace
8.42560384	Greek_Thessaly
8.81152087	Turk_Trakya
9.01696734	Greek_Thrace
9.37526533	Greek_Thessaloniki
9.63255937	Serb
9.68051652	Italian_Friuli_VG

---

Distance to:	GermanyB:GermanB18
5.98632609	Austrian_Tyrol
6.19753177	Montenegrin
6.32678433	Italian_Friuli_VG
6.85178079	Romanian
7.35885181	Moldovan_South
7.64024214	Bulgarian_West
7.65620010	Macedonian_Polog
7.73080850	Serb
8.11041306	Swiss_French
8.21610613	Macedonian_East
8.68888946	Italian_Trentino
8.72001147	Macedonian_Vardar
8.75078282	Bulgarian_Central
8.98854827	Hungarian_Transylvania+Székely
9.07730687	Italian_Veneto
9.30740028	Pomak_Bulgaria
9.43038175	Macedonian_Northeast&Skopje;
9.76421016	Greek_Macedonia
9.76480415	Macedonian_South
9.82648462	Moldovan_Central
9.99203183	Moldovan_Gagauz
10.03113154	Bulgarian_East
10.06980635	Bavarian_German
10.19094696	Italian_Piedmont
10.29755371	Swiss_Italian

---

Distance to:	Ashkenazi_o:ashkenazy10w
4.56495345	Italian_Friuli_VG
6.28743191	Macedonian_Vardar
6.51771432	Macedonian_Polog
6.78273544	Italian_Veneto
6.87373261	Macedonian_East
6.95633524	Macedonian_South
7.45501174	Italian_Piedmont
7.74977419	Greek_Macedonia
8.02148989	Albanian_Kosovo
8.32313042	Romanian
8.36157282	Macedonian_Northeast&Skopje;
8.36366546	Moldovan_South
8.54350631	Bulgarian_West
8.54554270	Moldovan_Gagauz
8.60482423	Italian_Trentino
8.65557624	Bulgarian_Central
8.70070112	Bulgarian_East
8.99576567	Montenegrin
9.18344707	Italian_Liguria
9.28941333	Italian_Emilia
9.55675154	Pomak_Bulgaria
9.68210269	Swiss_Italian
9.76258163	Italian_Lombardy
9.77690135	Greek_Thessaly
9.86282921	Italian_Tuscany

---

Distance to:	UK_Wales:WalesL45
5.10288154	Italian_Friuli_VG
5.75871513	Macedonian_Polog
5.94568751	Macedonian_Vardar
6.22204147	Macedonian_East
6.63006787	Macedonian_South
7.10584970	Moldovan_South
7.12500526	Romanian
7.31356274	Greek_Macedonia
7.38367795	Bulgarian_West
7.60840982	Macedonian_Northeast&Skopje;
7.62621794	Bulgarian_Central
7.63264699	Italian_Veneto
7.77098449	Montenegrin
7.84963056	Moldovan_Gagauz
7.87671251	Bulgarian_East
8.05316708	Albanian_Kosovo
8.42894418	Pomak_Bulgaria
8.50355220	Italian_Piedmont
9.17952068	Italian_Trentino
9.56000523	Austrian_Tyrol
9.87535316	Greek_Thessaly
10.04413262	Turk_Makedonya
10.28497448	Italian_Liguria
10.30603707	Bulgarian_Thrace
10.35402639	Swiss_Italian

---

Those two samples labeled "Ashkenazi" are clearly not Ashkenazi at all. That Wales sample also looks really "Wonky"

Quote:

---

Originally Posted by Angela

Those two samples labeled "Ashkenazi" are clearly not Ashkenazi at all. That Wales sample also looks really "Wonky"

---

They are all academic samples.

If we were making a modern calculator we would filter the samples, just like Vahaduo and others.

Most users never see the unfiltered, unsupervised big blocks of Modern samples, … and to a degree, that’s what some of these are.

The “experts” pick and choose the samples, or they make averages out of it, … it’s OK, I guess.

Quote:

---

Originally Posted by italouruguayan

With the new coordinates, my results got a bit strange...Wales? Ashkenazi? German?
Distance to: italouruguayan
12.12725855 UK_Wales:WalesL45
12.45939806 Ashkenazi_o:ashkenazy10w
13.30189460 GermanyB:GermanB18
13.55852499 Greece_Macedonia:GreeceMaced8
13.80775145 Ashkenazi_o:ashkenazy9w
14.34106342 Greece_NorthEast:GreeceNE34
14.41980582 Greece_NorthEast:GreeceNE59
14.56452883 Friuli-Venezia-Giulia:ALP346
14.61209088 Friuli-Venezia-Giulia:KF2700960
14.75188801 Piedmont:ItalyPiedmont63
15.11099600 Friuli-Venezia-Giulia:ALP235
15.23157904 Piedmont:Piedmont154
15.33053489 Friuli-Venezia-Giulia:KF1800761
15.36169262 Albanian:AL9
15.36592984 Friuli-Venezia-Giulia:ALP081
15.46325968 Friuli-Venezia-Giulia:KF2700922
15.47954780 Trentino-Alto-Adige:ALP200
15.49061006 Lombardy:ALP288

---

my new ones are fine

Distance to: Torziok12b
1.83711731 Veneto:ALP022
2.08712721 Friuli-Venezia-Giulia:ALP235
2.80196360 Veneto:ALP249
2.82104591 Friuli-Venezia-Giulia:KF2700960
2.84116173 Friuli-Venezia-Giulia:ALP346
2.94732082 Ashkenazi_o:ashkenazy9w
3.05674664 Trentino-Alto-Adige:ALP200
3.09166622 Friuli-Venezia-Giulia:ALP354
3.11242671 Friuli-Venezia-Giulia:ALP280
3.25023076 Veneto:KF1803151
3.28344331 Piedmont:ItalyPiedmont127
3.28800852 Veneto:KF1803105
3.42483576 Friuli-Venezia-Giulia:ALP081
3.51180865 Corsica_o:corsica11908
3.61798286 Friuli-Venezia-Giulia:KF1800761
3.89629311 Veneto:ALP378
3.92330218 Veneto:ALP273
4.13805510 Trentino-Alto-Adige:ALP420
4.16438471 Veneto:KF1803109
4.19916658 Veneto:KF1800751
4.21149617 Lombardy:ALP288
4.21709616 N_Italy_HGDP:HGDP01154
4.22912521 Piedmont:ItalyPiedmont63
4.36495132 Veneto:ALP250
4.37962327 Veneto:Alp401


I do have 15% of welsh and irish in myheritage admixture ( along with 72% italian )