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Thread: Population structure in Italy using ancient and modern samples

  1. #851
    Regular Member Archetype0ne's Avatar
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    3 members found this post helpful.
    I have been really thinking lately, remember that one paper stating Albanians and Italians have the highest IBD sharing?
    It has been in the back of my mind a lot lately. What it means, that statement, what it says about history. Especially after all the ancient Balkan cluster samples since that paper look modern North Italian like, while most Albanians have Tuscany, Marche and Lombardy as their closest matches bar Central Macedonian Greek.

    IIRC, paraphrasing, the paper stated something along the lines Italians share among themselves as much common ancestry with Albanians as between themselves.
    What do you guys make of it?
    Also, why do Albanians have the greatest resemblance to N. Italians autosomally? One would think given the boot being the closest geographical area, rather South-East Italy would be more so similar.

    I really think that one statement went a bit under the radar relatively speaking, and we still have not made enough sense of it.
    “Man cannot live without a permanent trust in something indestructible in himself, and at the same time that indestructible something as well as his trust in it may remain permanently concealed from him.”

    Franz Kafka

  2. #852
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    Quote Originally Posted by Archetype0ne View Post
    I have been really thinking lately, remember that one paper stating Albanians and Italians have the highest IBD sharing?
    It has been in the back of my mind a lot lately. What it means, that statement, what it says about history. Especially after all the ancient Balkan cluster samples since that paper look modern North Italian like, while most Albanians have Tuscany, Marche and Lombardy as their closest matches bar Central Macedonian Greek.

    IIRC, paraphrasing, the paper stated something along the lines Italians share among themselves as much common ancestry with Albanians as between themselves.
    What do you guys make of it?
    Also, why do Albanians have the greatest resemblance to N. Italians autosomally? One would think given the boot being the closest geographical area, rather South-East Italy would be more so similar.

    I really think that one statement went a bit under the radar relatively speaking, and we still have not made enough sense of it.
    I think that paper was more emphasizing the fact that Italy is a diverse place to the point where any 2 Italians share as many ancestors as they do with an Albanian.

    Italy is more like a mini-continent where all sorts of ethnicities lived: Italic, Celtic, Etruscan, Messapians, Greeks, etc... and got homogenized with the Roman Republic/Empire.

    Quote Originally Posted by Archetype0ne View Post
    Also, why do Albanians have the greatest resemblance to N. Italians autosomally?
    Illyrians came from the region ~Hallstatt Culture same as Italics, nothing surprising there. Only difference is that the more south they go, the more EEF-heavy people they mixed with.

  3. #853
    Advisor Jovialis's Avatar
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    Quote Originally Posted by Salento View Post
    ITS7 is from Crispiano, Province of Taranto, ... Puglia :)
    ITS2 Naples
    ITS4 Naples
    ITS5 Salerno
    ITS7 Crispiano
    Someone from Puglia, that makes sense. I guess I'm not alone in being Apulian but plotting with Abruzzo and Molise. Our "range" is pan-south Italian.

  4. #854
    Advisor Jovialis's Avatar
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    1 members found this post helpful.
    Quote Originally Posted by Jovialis View Post

    Here is the PCA with all of the samples organized by region.
    @Archetype0ne
    To me it looks like Albanians are south Italian-like (Greek-like) + Northeastern European (Slavic). Rather than associated with Northern Italy.

  5. #855
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    1 members found this post helpful.

  6. #856
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    Here it is in 3D:


  7. #857
    Advisor Jovialis's Avatar
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    1 members found this post helpful.
    I myself am closer to some Albanians than I am to some people within my own region. Not by much though. I recall a distance of 4 from my own brother.

    Distance to: Jovialis
    1.85132385 Molise:PG26_Molise
    2.16529444 Abruzzo:Alp140
    2.71775643 Abruzzo:Alp090
    2.73558038 Abruzzo:Alp616
    2.89611809 Apulia:cera1
    2.91856129 Apulia:cera2
    3.19426048 Umbria:PG06
    3.32980480 Molise:PG27
    3.34511584 Apulia:cera8
    3.38212951 Lazio:NOR28
    3.39328749 Marche:MarABY030D
    3.47597468 Marche:MarACO100D
    3.49479613 Apulia:Pu45
    3.70070264 Abruzzo:Alp503
    3.77326119 Abruzzo:ALP161
    3.80215728 Marche:MarACY030D
    3.80621860 Apulia:cera9
    3.86023315 Campania:NaN212CR
    3.92572286 Apulia:ALP583
    3.93819756 Campania:NaN238DM
    4.00362336 ITS7
    4.03121570 ITS5
    4.19687979 Basilicata:PG24
    4.30620483 ITS2
    4.30936190 Basilicata:PG21
    4.37315675 Abruzzo:Alp380
    4.45463803 Apulia:ALP379
    4.48544312 Marche:MarABP050D
    4.48723746 Umbria:PG04
    4.49059016 Umbria:PG15
    4.49109118 Abruzzo:Alp162
    4.50217725 Marche:MarABN020D
    4.52702993 Apulia:GS34
    4.52765944 Basilicata:PG18
    4.57330296 Basilicata:PG17
    4.62709412 Basilicata:PG19
    4.66113720 Lazio:NOR24
    4.77789703 Umbria:PG03
    4.84129115 Apulia:Pu2
    4.96169326 Campania:NaN119AMR
    5.01162648 Umbria:PG07
    5.08283386 Ag-Sicily:8
    5.10130375 Basilicata:PG25
    5.13775243 Campania:NaN289RM
    5.17125710 Abruzzo:ALP205
    5.17302619 Campania:NaN293SF
    5.20982725 Marche:MarACW080D
    5.21470996 Siracusa:SR64_LazaridisNat2014
    5.23111843 Siracusa:SR60_LazaridisNat2014
    5.24194620 C-Sicily:50
    5.26858615 W-Sicily:5a
    5.27725307 W-Sicily:1
    5.32649040 Apulia:GS32
    5.35290575 Campania:NaN43TC
    5.54261671 Lazio:PG30
    5.67623995 Marche:MarABQ080D
    5.76707031 Marche:MarABI020D
    5.77688497 Campania:NaN128LA
    5.87851172 Ag-Sicily:5
    5.96128342 Campania:NaN207MM
    5.99716600 Umbria:PG11
    6.00906815 Campania:NaN58AC
    6.09664662 W-Sicily:3
    6.19121959 Basilicata:PG20
    6.27799331 Albanian:AL29
    6.32832521 Albanian:AL17
    6.35270808 Basilicata:PG16
    6.39048511 Marche:MarABG010D
    6.42788457 Marche:MarADG030D
    6.43630329 Apulia:GS47
    6.45499806 Albanian:AL98
    6.47576250 Campania:NaN46TC
    6.60829025 Marche:MarACV100D
    6.66920535 W-Sicily:9
    6.69049326 Basilicata:PG22
    6.95402042 Apulia:Pu7
    6.97544264 Marche:MarADC050D
    7.01009986 E-Sicily:18
    7.01981481 Trapani:TP05_LazaridisNat2014
    7.08741843 Calabria:ALP596
    7.10824873 Trapani:TP07_LazaridisNat2014
    7.56513053 ITS4
    7.63080599 Campania:NaN195ST
    7.64138731 W-Sicily:21
    7.67540227 Lazio:PG28
    7.78398356 Marche:MarACW030D
    8.27652101 Apulia:Pu3
    8.29787322 Tuscany:VO109
    8.42525371 Campania:NaN65DFG
    8.48450352 Umbria:PG12
    8.67656614 Marche:MarABU050D
    8.81372793 Campania:NaN77FAM
    8.99969444 Apulia:Pu8
    9.25859061 Albanian:AL9
    9.32910499 Tuscany:MURLO114
    9.62319074 Campania:NaN275IS
    9.67978306 Umbria:PG08
    9.79415642 Albanian:AL12
    9.88121956 Tuscany:VO65
    9.91437340 Calabria:ALP582
    10.50727843 Tuscany:VO59
    11.71701327 Albanian:AL82
    12.10959950 Veneto:ALP209
    13.17558348 Trentino-Alto-Adige:ALP114
    13.96517812 Liguria:ALP099
    14.50057240 Veneto:ALP116
    14.56071083 Lombrardy:ALP288
    15.08679224 Trentino-Alto-Adige:ALP200
    15.13046926 Veneto:KF1803109
    15.71214180 Veneto:KF1800772
    16.23050831 Veneto:ALP249
    16.85377406 Veneto:ALP273
    17.10946229 Veneto:ALP378
    17.19271357 Veneto:ALP022
    17.33712202 Veneto:KF1800751
    17.45904923 Friuli-Venezia-Giulia:ALP233
    17.50109425 Friuli-Venezia-Giulia:ALP235
    17.81440428 Veneto:ALP322
    17.83215074 Friuli-Venezia-Giulia:ALP346
    18.09505457 Friuli-Venezia-Giulia:ALP280
    18.22550411 Friuli-Venezia-Giulia:KF1800761
    18.44658234 Veneto:ALP040
    18.66120843 Friuli-Venezia-Giulia:ALP081
    18.67363382 Friuli-Venezia-Giulia:ALP506
    18.77592075 Veneto:KF1803105
    18.85273455 Trentino-Alto-Adige:ALP395
    19.15020365 Friuli-Venezia-Giulia:KF2700960
    19.19053152 Veneto:Alp401
    19.57947395 Friuli-Venezia-Giulia:ALP354
    19.83245320 Friuli-Venezia-Giulia:KF1803129
    19.84981108 Veneto:KF1803151
    19.88534888 Trentino-Alto-Adige:ALP420
    19.91540108 Friuli-Venezia-Giulia:ALP259
    20.07149471 Friuli-Venezia-Giulia:KF2700922
    20.26290206 Friuli-Venezia-Giulia:ALP093
    20.55394853 Veneto:ALP250
    21.06496618 Veneto:Alp100
    21.16655617 Aosta-Valley:ALP225_Aosta-Valley
    22.36397326 Trentino-Alto-Adige:ALP070
    23.26169383 Friuli-Venezia-Giulia:ALP435
    23.45667069 Aosta-Valley:ALP227_Aosta-Valley
    23.73422213 Trentino-Alto-Adige:ALP071
    24.52472222 Friuli-Venezia-Giulia:ALP220
    34.94811154 Trentino-Alto-Adige:ALP414
    35.15684571 Friuli-Venezia-Giulia:ALP188

  8. #858
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    1 members found this post helpful.
    Quote Originally Posted by Jovialis View Post
    Because of this, modern Albanians plot more with Central and South-Central Italians (Umbria, Marche, Lazio, Abruzzo):

    Distance to: Albanian:AL98
    4.66890780 Umbria:PG04
    5.21887919 Abruzzo:ALP161
    6.04719770 Molise:PG27
    6.49398183 Marche:MarABY030D
    6.51769131 Abruzzo:Alp140
    6.66135121 Marche:MarACY030D
    6.74485730 Marche:MarACW080D
    6.74894807 Apulia:Pu2
    6.84334713 Abruzzo:Alp616
    6.92559745 Marche:MarACV100D
    6.92693294 Basilicata:PG21
    6.98238498 Umbria:PG06
    6.98247807 Marche:MarABN020D
    7.01667300 Marche:MarADG030D
    7.18716912 Molise:PG26_Molise
    7.26298837 Marche:MarACO100D
    7.37433387 Marche:MarADC050D
    7.37997967 Abruzzo:Alp162
    7.62638184 ITS5
    7.86326904 Umbria:PG11
    7.90179094 Marche:MarABQ080D
    7.96841264 Apulia:GS34
    7.98931787 Abruzzo:Alp090
    8.04067161 Lazio:PG30
    8.06556880 Marche:MarABP050D


    Distance to: Albanian:AL82
    8.42498071 Umbria:PG04
    9.49236535 Veneto:ALP209
    9.58334493 Marche:MarACV100D
    9.63746336 Abruzzo:ALP161
    9.65626739 Marche:MarADG030D
    9.72964542 Marche:MarADC050D
    10.04359000 Tuscany:VO109
    10.39588861 Marche:MarACW080D
    10.66618957 Friuli-Venezia-Giulia:ALP233
    10.72991146 Marche:MarABU050D
    10.81559984 Umbria:PG11
    10.83408510 Marche:MarACY030D
    10.84737756 Marche:MarACW030D
    10.98181224 Marche:MarABN020D
    10.98370611 Umbria:PG08
    11.01906530 Marche:MarABY030D
    11.06733934 Molise:PG27
    11.13127576 Marche:MarABG010D
    11.22854844 Veneto:ALP378
    11.36919082 Marche:MarABQ080D
    11.54365194 Veneto:ALP273
    11.55654360 Trentino-Alto-Adige:ALP200
    11.57606151 Veneto:ALP322
    11.59807312 Umbria:PG06
    11.70610952 Lazio:PG30


    Distance to: Albanian:AL29
    2.95321858 Umbria:PG04
    3.75586208 Abruzzo:ALP161
    4.75093675 Marche:MarACY030D
    4.81131999 Marche:MarABY030D
    4.82925460 Marche:MarADG030D
    4.95409931 Tuscany:VO109
    5.10822866 Marche:MarABN020D
    5.15958332 Marche:MarACV100D
    5.19803809 Marche:MarADC050D
    5.40597817 Molise:PG27
    5.47920615 Marche:MarABQ080D
    5.56533018 Marche:MarABG010D
    5.71072675 Marche:MarACO100D
    5.87326144 Lazio:PG30
    5.97631157 ITS5
    6.02895513 Marche:MarACW080D
    6.27383455 Umbria:PG11
    6.32691078 Marche:MarABP050D
    6.39328554 Umbria:PG03
    6.56876701 Abruzzo:Alp140
    6.58979514 Molise:PG26_Molise
    6.63611332 Marche:MarACW030D
    6.69433342 Apulia:cera9
    6.73080976 Abruzzo:Alp090
    6.82302719 Apulia:Pu2


    Distance to: Albanian:AL17
    2.49731856 Umbria:PG04
    3.23845642 Abruzzo:ALP161
    4.17936598 Marche:MarADC050D
    4.18589298 Marche:MarACY030D
    4.21675230 Marche:MarACV100D
    4.21902832 Marche:MarADG030D
    4.54276348 Marche:MarABN020D
    4.62622957 Tuscany:VO109
    4.75800378 Marche:MarABQ080D
    5.08561697 Marche:MarABY030D
    5.08609870 Marche:MarABG010D
    5.13507546 Marche:MarACW080D
    5.23292461 Molise:PG27
    5.25961025 Umbria:PG11
    5.31314408 Lazio:PG30
    5.47590175 Marche:MarACO100D
    5.60398965 Marche:MarABP050D
    5.81261559 Marche:MarACW030D
    5.85947097 Umbria:PG03
    6.09036945 Umbria:PG06
    6.15388495 Marche:MarABU050D
    6.21459572 ITS5
    6.42940899 Umbria:PG08
    6.45447906 Molise:PG26_Molise
    6.45711236 Lazio:PG28


    Distance to: Albanian:AL12
    3.78582884 Marche:MarADC050D
    4.33865186 Umbria:PG08
    4.63721899 Tuscany:VO65
    5.27066409 Veneto:ALP209
    5.49587118 Tuscany:VO109
    5.63255715 Marche:MarACW030D
    5.64216271 Umbria:PG04
    5.92054896 Marche:MarABU050D
    5.95607253 Marche:MarADG030D
    5.97453764 Umbria:PG11
    6.20506245 Marche:MarACV100D
    6.32674482 Tuscany:MURLO114
    6.40513856 Marche:MarABQ080D
    6.45701944 Umbria:PG12
    6.48828174 Marche:MarABG010D
    6.54036696 Tuscany:VO59
    6.77788315 Marche:MarABN020D
    6.78304504 Marche:MarACY030D
    6.90411472 Abruzzo:ALP161
    7.04853886 Lazio:PG28
    7.11023910 Trentino-Alto-Adige:ALP114
    7.13679200 Marche:MarACW080D
    7.25733422 Marche:MarABP050D
    7.29314747 Marche:MarABI020D
    7.54707228 Liguria:ALP099


    Distance to: Albanian:AL9
    5.35479225 Marche:MarADG030D
    5.47200146 Umbria:PG04
    5.63879420 Marche:MarACV100D
    5.76811061 Veneto:ALP209
    5.84665716 Tuscany:VO109
    6.26537309 Marche:MarACW030D
    6.36008648 Marche:MarABU050D
    6.69325780 Umbria:PG08
    6.69802956 Marche:MarABG010D
    6.79652117 Umbria:PG11
    6.83005856 Marche:MarADC050D
    7.10505454 Abruzzo:ALP161
    7.19623513 Marche:MarACW080D
    7.32099037 Tuscany:MURLO114
    7.39716838 Marche:MarABN020D
    7.50794912 Marche:MarACY030D
    7.51221672 Marche:MarABQ080D
    7.58893273 Marche:MarABY030D
    7.68426965 Tuscany:VO59
    7.70999351 Tuscany:VO65
    7.82540095 Lazio:PG30
    8.02385817 Umbria:PG12
    8.26925027 Marche:MarABP050D
    8.47895630 Liguria:ALP099
    8.51757008 Trentino-Alto-Adige:ALP200

  9. #859
    Regular Member Archetype0ne's Avatar
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    Thanks for taking a look Jov.
    Yes it seems from the PCA and the AL9 sample that way. But having seen dozens of various calculator results for various Albanian fora members the consistent close matches are Marche, Swiss Italian, Lombardy, Piedmont (like lol), Tuscany, Greek Central Macedonia, and Moldavian (lol right?).
    I think it comes down to similar amounts of base components. Since I saw the results for a Moldavian member and he had similar matches too me with a more Scythian / Sarmatian shift. But then I recalled, was it the Lazaridis paper or some other paper that made that IBD statement. And I was trying to make sense of it. Alas to me historically speaking Marche Lazio etc are central Italian given the history of the region from Naples and below usually being under the same political umbrella, Napolitan, Aragonese etc. While Marche and Lazio IIRC were under Papal influence.

    But yeah, still a bit of a puzzle to me given where Umbria, Lazio, Marche, Veneto, Abruzzo, Tuscany are located. Think it might be just a calculator relic. But that IBD part is still rather interesting, since afaik its different from PCA methods.

  10. #860
    Regular Member Archetype0ne's Avatar
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    Another explanation could be-

    We have as of now plenty of samples from BA-IA Balkans, and the Szolad samples really foreshadowed the results. It seems BA-IA-Imperial Balkans had particular groups of people with modern North-Central Italian like admixtures. So assuming Albanians are descendants of the southernmost (bar Greek) such stock, they would normally shift further North on the PCA post Slavic migration, giving the relic we see in the calculators.

    That could possibly explain the IBD sharing, since as you have mentioned many times we have this eastern med continuum in BA-IA between mainland Italy, Balkans and maybe other regions yet to be sampled properly (possibly Western Anatolia, if it was ancient Greek like during BA-IA IE migrations. Such continuum being likely created by certain groups of people would explain the IBD sharing, since going back generations, ancestors coalesce into a smaller, more compact number exponentially.

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    @Jovialis, very interesting. I am closest to Albanian_82 but I realized that some of these Albanian samples are quite strange with 1 having almost 2% SSA and they’re not that close to my South Albanian friend. Perhaps there’s not much variety and they all come from more or less the same region.

    As for the North-Eastern shift, I “discovered” that using Western_Scythians as well as Slavs works better than simply Balkan/Italian+Slav. Those Western_Scythians look more Dacian/Carpathian in my opinion. Their Gedrosia is also way too high and the lack of Gedrosia in Slavs is what makes it problematic to be 80% Balkan % + 20% Slav.

  12. #862
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    Quote Originally Posted by Dushman View Post
    @Jovialis, very interesting. I am closest to Albanian_82 but I realized that some of these Albanian samples are quite strange with 1 having almost 2% SSA and they’re not that close to my South Albanian friend. Perhaps there’s not much variety and they all come from more or less the same region.

    As for the North-Eastern shift, I “discovered” that using Western_Scythians as well as Slavs works better than simply Balkan/Italian+Slav. Those Western_Scythians look more Dacian/Carpathian in my opinion. Their Gedrosia is also way too high and the lack of Gedrosia in Slavs is what makes it problematic to be 80% Balkan % + 20% Slav.
    Do these Western Scythians look like some Slavo - Scandinavian Vikings autosomally? Cause running various AC-BC calculations it seems to me the contribution at least for Albanians seems much more Eastern Slavic(Ukraine Varangian, various Smolensk Varangian) than Central/Northern Slavic (Poland-Czech).

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    The question then becomes what proportion of this "Northeast" admixture can be attributed to steppe migration and what proportion to Slavic migration. We can't say for certain where the probable Proto-Albanians lived, but there's a good idea. Also, because there are still a great deal of gaps, and because there are no samples from that area. I would find it odd if there was little to no autosomal continuity between modern Albanians and Proto-Albanians. Where could such a population have lived during antiquity or the late iron age if Proto-Albanians resembled a more southern Greek-like population? This leaves me scratching my head.

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    Quote Originally Posted by Jovialis View Post
    Because of this, modern Albanians plot more with Central and South-Central Italians (Umbria, Marche, Lazio, Abruzzo):

    Distance to: Albanian:AL98
    4.66890780 Umbria:PG04
    5.21887919 Abruzzo:ALP161
    6.04719770 Molise:PG27
    6.49398183 Marche:MarABY030D
    6.51769131 Abruzzo:Alp140
    6.66135121 Marche:MarACY030D
    6.74485730 Marche:MarACW080D
    6.74894807 Apulia:Pu2
    6.84334713 Abruzzo:Alp616
    6.92559745 Marche:MarACV100D
    6.92693294 Basilicata:PG21
    6.98238498 Umbria:PG06
    6.98247807 Marche:MarABN020D
    7.01667300 Marche:MarADG030D
    7.18716912 Molise:PG26_Molise
    7.26298837 Marche:MarACO100D
    7.37433387 Marche:MarADC050D
    7.37997967 Abruzzo:Alp162
    7.62638184 ITS5
    7.86326904 Umbria:PG11
    7.90179094 Marche:MarABQ080D
    7.96841264 Apulia:GS34
    7.98931787 Abruzzo:Alp090
    8.04067161 Lazio:PG30
    8.06556880 Marche:MarABP050D


    Distance to: Albanian:AL82
    8.42498071 Umbria:PG04
    9.49236535 Veneto:ALP209
    9.58334493 Marche:MarACV100D
    9.63746336 Abruzzo:ALP161
    9.65626739 Marche:MarADG030D
    9.72964542 Marche:MarADC050D
    10.04359000 Tuscany:VO109
    10.39588861 Marche:MarACW080D
    10.66618957 Friuli-Venezia-Giulia:ALP233
    10.72991146 Marche:MarABU050D
    10.81559984 Umbria:PG11
    10.83408510 Marche:MarACY030D
    10.84737756 Marche:MarACW030D
    10.98181224 Marche:MarABN020D
    10.98370611 Umbria:PG08
    11.01906530 Marche:MarABY030D
    11.06733934 Molise:PG27
    11.13127576 Marche:MarABG010D
    11.22854844 Veneto:ALP378
    11.36919082 Marche:MarABQ080D
    11.54365194 Veneto:ALP273
    11.55654360 Trentino-Alto-Adige:ALP200
    11.57606151 Veneto:ALP322
    11.59807312 Umbria:PG06
    11.70610952 Lazio:PG30


    Distance to: Albanian:AL29
    2.95321858 Umbria:PG04
    3.75586208 Abruzzo:ALP161
    4.75093675 Marche:MarACY030D
    4.81131999 Marche:MarABY030D
    4.82925460 Marche:MarADG030D
    4.95409931 Tuscany:VO109
    5.10822866 Marche:MarABN020D
    5.15958332 Marche:MarACV100D
    5.19803809 Marche:MarADC050D
    5.40597817 Molise:PG27
    5.47920615 Marche:MarABQ080D
    5.56533018 Marche:MarABG010D
    5.71072675 Marche:MarACO100D
    5.87326144 Lazio:PG30
    5.97631157 ITS5
    6.02895513 Marche:MarACW080D
    6.27383455 Umbria:PG11
    6.32691078 Marche:MarABP050D
    6.39328554 Umbria:PG03
    6.56876701 Abruzzo:Alp140
    6.58979514 Molise:PG26_Molise
    6.63611332 Marche:MarACW030D
    6.69433342 Apulia:cera9
    6.73080976 Abruzzo:Alp090
    6.82302719 Apulia:Pu2


    Distance to: Albanian:AL17
    2.49731856 Umbria:PG04
    3.23845642 Abruzzo:ALP161
    4.17936598 Marche:MarADC050D
    4.18589298 Marche:MarACY030D
    4.21675230 Marche:MarACV100D
    4.21902832 Marche:MarADG030D
    4.54276348 Marche:MarABN020D
    4.62622957 Tuscany:VO109
    4.75800378 Marche:MarABQ080D
    5.08561697 Marche:MarABY030D
    5.08609870 Marche:MarABG010D
    5.13507546 Marche:MarACW080D
    5.23292461 Molise:PG27
    5.25961025 Umbria:PG11
    5.31314408 Lazio:PG30
    5.47590175 Marche:MarACO100D
    5.60398965 Marche:MarABP050D
    5.81261559 Marche:MarACW030D
    5.85947097 Umbria:PG03
    6.09036945 Umbria:PG06
    6.15388495 Marche:MarABU050D
    6.21459572 ITS5
    6.42940899 Umbria:PG08
    6.45447906 Molise:PG26_Molise
    6.45711236 Lazio:PG28


    Distance to: Albanian:AL12
    3.78582884 Marche:MarADC050D
    4.33865186 Umbria:PG08
    4.63721899 Tuscany:VO65
    5.27066409 Veneto:ALP209
    5.49587118 Tuscany:VO109
    5.63255715 Marche:MarACW030D
    5.64216271 Umbria:PG04
    5.92054896 Marche:MarABU050D
    5.95607253 Marche:MarADG030D
    5.97453764 Umbria:PG11
    6.20506245 Marche:MarACV100D
    6.32674482 Tuscany:MURLO114
    6.40513856 Marche:MarABQ080D
    6.45701944 Umbria:PG12
    6.48828174 Marche:MarABG010D
    6.54036696 Tuscany:VO59
    6.77788315 Marche:MarABN020D
    6.78304504 Marche:MarACY030D
    6.90411472 Abruzzo:ALP161
    7.04853886 Lazio:PG28
    7.11023910 Trentino-Alto-Adige:ALP114
    7.13679200 Marche:MarACW080D
    7.25733422 Marche:MarABP050D
    7.29314747 Marche:MarABI020D
    7.54707228 Liguria:ALP099


    Distance to: Albanian:AL9
    5.35479225 Marche:MarADG030D
    5.47200146 Umbria:PG04
    5.63879420 Marche:MarACV100D
    5.76811061 Veneto:ALP209
    5.84665716 Tuscany:VO109
    6.26537309 Marche:MarACW030D
    6.36008648 Marche:MarABU050D
    6.69325780 Umbria:PG08
    6.69802956 Marche:MarABG010D
    6.79652117 Umbria:PG11
    6.83005856 Marche:MarADC050D
    7.10505454 Abruzzo:ALP161
    7.19623513 Marche:MarACW080D
    7.32099037 Tuscany:MURLO114
    7.39716838 Marche:MarABN020D
    7.50794912 Marche:MarACY030D
    7.51221672 Marche:MarABQ080D
    7.58893273 Marche:MarABY030D
    7.68426965 Tuscany:VO59
    7.70999351 Tuscany:VO65
    7.82540095 Lazio:PG30
    8.02385817 Umbria:PG12
    8.26925027 Marche:MarABP050D
    8.47895630 Liguria:ALP099
    8.51757008 Trentino-Alto-Adige:ALP200
    Is this using G25 coordinates? Would be happy to share mine to compare with the other Albanians.

  15. #865
    Regular Member
    Join Date
    27-08-20
    Posts
    288

    Y-DNA haplogroup
    E-V13>Z17107

    Country: Albania



    Quote Originally Posted by Archetype0ne View Post
    Do these Western Scythians look like some Slavo - Scandinavian Vikings autosomally? Cause running various AC-BC calculations it seems to me the contribution at least for Albanians seems much more Eastern Slavic(Ukraine Varangian, various Smolensk Varangian) than Central/Northern Slavic (Poland-Czech).
    Western_Scythian:MJ-13:Jarve_2019,10.64,1.41,0,0,20.1,51.19,1.13,3.02,1.35,0,11.15,0
    Western_Scythian:MJ-14:Jarve_2019,0,0,0,0.64,20.2,56.05,3.47,1.39,0,0, 18.24,0
    Western_Scythian:MJ-15:Jarve_2019,19.47,9.31,1.43,3.53,13.87,36.53,4.6 6,0,0,1.96,8.53,0.7
    Western_Scythian:MJ-16:Jarve_2019,14.16,8.26,0.31,0,20.61,36.99,1.49,0 ,0,1.48,15.71,0.99
    Western_Scythian:MJ-34:Jarve_2019,15.63,6.13,1.19,0,19.5,39.75,0,0.92, 0,0.54,15.34,1.01
    Western_Scythian:MJ-35:Jarve_2019,18.53,6.95,0,0,18.82,39.48,3.67,0.83 ,1.76,0.22,9.73,0
    Western_Scythian:MJ-46:Jarve_2019,13.6,6.64,0,1.02,23.49,38.42,1.28,1, 0,2.69,11.61,0.25
    Western_Scythian:MJ-47:Jarve_2019,17.47,1.15,0,0,18.91,24.94,3.29,0.63,1.49,3.63,28.48,0

    The highlighted numbers are the Dodecad K12b for Gedrosia, Atlantic, North European, and Caucasus.

    I get a decent distance in the 2way Vahaduo with a 83% Logkas02 + 17% Western Scythian. This distance would be better with additional early Slav and another possible component to balance out the Caucasus %.

    Anyway, we need more Roman period Central-Western Balkan samples that could make things easier than using Logkas02 and BA Illyrians as a model.

    Still, the absorption of a considerable (maybe 10-20%) of Dacian/Carpathian/so-called West Scythian/Cimmerians makes the modern Albanian results more logical rather than purely 20+% Slavic which does not add up at all.

    As a beginner that I am, I have no access nor knowledge to tools that can include 3way or even 4 and 5way options to test it myself, so I'm limited to Vahaduo.

  16. #866
    Regular Member
    Join Date
    27-08-20
    Posts
    288

    Y-DNA haplogroup
    E-V13>Z17107

    Country: Albania



    Distance to: Dushman
    2.26419944 78.60% PG27_Molise + 21.40% Western_Scythian:MJ-14:Jarve_2019
    2.66266775 74.00% NaN238DM_Campania + 26.00% Western_Scythian:MJ-14:Jarve_2019
    2.69995764 82.00% ALP161_Abruzzo + 18.00% Western_Scythian:MJ-14:Jarve_2019
    2.90314649 30.80% Western_Scythian:MJ-14:Jarve_2019 + 69.20% Szolad40:Amorim_2018
    2.97388276 83.40% PG27_Molise + 16.60% Early_Medieval_Czechs_(n=2)


    Target: Dushman
    Distance: 1.5872% / 1.58717788 | R4P
    41.4 Pu3_Apulia
    24.1 ALP233_Friuli-Venezia-Giulia
    20.9 Thraco-Cimmerian
    13.6 Western_Scythian


    Target: Dushman
    Distance: 1.6176% / 1.61758475 | R4P
    35.7 Pu3_Apulia
    28.9 ALP188_Friuli-Venezia-Giulia
    24.3 Szolad19
    11.1 Szolad20

  17. #867
    Iliria e Madhe Illyria's Avatar
    Join Date
    20-01-22
    Location
    Illyria
    Posts
    80

    Y-DNA haplogroup
    J2b2-L283>>>J-Z638

    Ethnic group
    Aryan Albanian Catholic Malësor
    Country: Albania



    A lot of Northern Albanians are closer to Northern/Central Italians than Southern Italians, such as myself. Apulia is the closest southern population to me, other South Italian groups, not as much. This is my Eurogenes K36 similarity map, I haven't done G25 yet but I will soon to compare the differences with K36.


    Screen Shot 2018-09-18 at 6.58.07 PM.jpg

    Not sure why the file size decreased when I uploaded this screenshot, made it blurry

    Venice: 77
    Lombardy: 74
    Tuscany: 73
    Apulia: 73
    Rome: 71
    Marche: 70
    Sicily: 68
    Naples: 67
    Calabria: 65

    Outside of the Balkans and Italy, my closest matches are Swiss Italian, and Southern German (Both 69%). Northern Albanians and Albanians from Montenegro seem to have a slight north-west pull compared to other Albanians, and slightly higher Atlantic and Baltic by a few %.

  18. #868
    Regular Member Dibran's Avatar
    Join Date
    25-09-16
    Posts
    1,059

    Y-DNA haplogroup
    R-L1029>Y133379
    MtDNA haplogroup
    H11a2b*

    Ethnic group
    Albanian/Gheg/Dibran/Okshtun
    Country: United States



    Found the vahaduo source. This is what I get with G25 against entire moderns database. Not sure what calc everyone is using.




  19. #869
    Advisor Jovialis's Avatar
    Join Date
    04-05-17
    Posts
    6,873

    Y-DNA haplogroup
    R1b1a1b2a2a
    MtDNA haplogroup
    H6a1b7

    Ethnic group
    Italian
    Country: United States



    1 members found this post helpful.
    @Dibran, the ones I posted are from Dodecad K12b, but use the same Italian modern samples (provided by Salento)

  20. #870
    Regular Member Dibran's Avatar
    Join Date
    25-09-16
    Posts
    1,059

    Y-DNA haplogroup
    R-L1029>Y133379
    MtDNA haplogroup
    H11a2b*

    Ethnic group
    Albanian/Gheg/Dibran/Okshtun
    Country: United States



    Quote Originally Posted by Jovialis View Post
    @Dibran, the ones I posted are from Dodecad K12b, but use the same Italian modern samples (provided by Salento)
    Where do you get the datasheet? since they took most of the calculators off vahaduo. The only ones I found online were the G25 ones for download.

  21. #871
    Moderator Pax Augusta's Avatar
    Join Date
    23-06-14
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    Ara Pacis
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    1,636


    Ethnic group
    Italian
    Country: Italy



    1 members found this post helpful.
    Quote Originally Posted by Dibran View Post
    Where do you get the datasheet? since they took most of the calculators off vahaduo. The only ones I found online were the G25 ones for download.
    see post #811

  22. #872
    Advisor Jovialis's Avatar
    Join Date
    04-05-17
    Posts
    6,873

    Y-DNA haplogroup
    R1b1a1b2a2a
    MtDNA haplogroup
    H6a1b7

    Ethnic group
    Italian
    Country: United States



    4 members found this post helpful.
    Here are all of the samples Salento posted, combined with the HGDP samples of Northern Italy, Sardinia, and Tuscany for Dodecad K12b.

    Let's allocate more official academic Italian samples from other studies.

    Code:
    Sardinian_HGDP00665,0,0,1.7,0,67.49,0,0.41,0,6.47,0.38,23.55,0
    Sardinian_HGDP00666,0,0,1.92,0,69.63,0,0,0,4.06,0,24.39,0
    Sardinian_HGDP00667,0.27,0,3.17,0.06,66.6,4.42,0,0,5.89,0,19.59,0
    Sardinian_HGDP00668,0,0.43,2.6,0,70.27,0,0,0,6.61,0,20.08,0
    Sardinian_HGDP00669,0,0,1.63,0.1,69.76,2.42,0.53,0,6.98,0,18.59,0
    Sardinian_HGDP00670,0,0.07,2.78,0,71.33,0,0,0,6.09,0,19.74,0
    Sardinian_HGDP00671,0,0,0.46,0,72.96,1.27,0.01,0.16,5.46,0,19.67,0
    N_Italy:HGDP01147,3.37,0,0.67,0,41.17,27.3,0,0,4.17,0.07,23.25,0
    N_Italy:HGDP01151,5.45,1.55,0,0,37.13,28.15,0,0,1.28,0,26.44,0
    N_Italy:HGDP01152,3.41,0,1.18,0,41.02,24.23,0.14,0,7.19,0,22.82,0
    N_Italy:HGDP01153,5.85,0,0.67,0,45.37,20.75,0,0,7.09,0,20.27,0
    N_Italy:HGDP01154,5.34,0.01,2.36,0.16,38.83,27.63,0,0,6.57,0.26,18.83,0
    N_Italy:HGDP01155,4.43,0,1.13,0.93,43.74,20.72,0,0,5.12,0,23.93,0
    N_Italy:HGDP01156,6.07,0.04,0.66,0.29,46.21,19.12,0,0,5.77,0,21.84,0
    N_Italy:HGDP01157,3.67,0,0.67,0.26,42.48,24.87,0,0,5.41,0,22.65,0
    N_Italy:HGDP01171,6.11,0,0.72,0,44.48,21.21,0.88,0,5.95,0,20.65,0
    N_Italy:HGDP01172,5.42,0,2.99,0,41.74,22.09,0,0,5.41,0,22.35,0
    N_Italy:HGDP01173,4.4,0,1.23,0.45,42.09,24.6,0,0,6.61,0,20.62,0
    N_Italy:HGDP01174,5.57,0,0.8,0,43.43,21.14,0,0,7.33,0,21.74,0
    N_Italy:HGDP01177,1.68,0,0,0,43.52,23,0,0,5.53,0,26.27,0
    Sardinian_HGDP00672,0,0,2.38,0,68.78,0,0.4,0,5.6,0.35,22.48,0
    Sardinian_HGDP00673,0,0.67,4.21,0,66.59,1.45,0,0,8.8,0,18.28,0
    Sardinian_HGDP00674,0,0.34,2.58,0,75.2,0,0,0,3.23,0,18.65,0
    Sardinian_HGDP01062,0,0,4.28,0.67,67.81,0,0,0,5.28,0,21.96,0
    Sardinian_HGDP01063,0,0,2.92,0,68.99,0.61,0.71,0,4.86,0,21.91,0
    Sardinian_HGDP01064,0,0,1.43,0,75.32,0,0,0,6.89,0,16.37,0
    Sardinian_HGDP01065,0,0,4.65,0,73.34,0,0.63,0,4.57,0,16.8,0
    Sardinian_HGDP01066,0,0,5.38,0,60.18,5.06,0,0,8.01,0,21.37,0
    Sardinian_HGDP01067,0,0,0.9,0,69.59,0,0.67,0,5.2,0.03,23.61,0
    Sardinian_HGDP01068,0,0,1.98,0,68.12,0,0,0,7.02,0,22.88,0
    Sardinian_HGDP01069,0,0.05,1.03,0,75.62,0,0.12,0,3.92,0.23,19.04,0
    Sardinian_HGDP01070,0,0,2.7,0,71.07,0,0.9,0,7.03,0,18.3,0
    Sardinian_HGDP01071,0,0.18,6.22,0,65.96,0.79,1.16,0,6.47,0,19.21,0
    Sardinian_HGDP01072,0,0,1.41,0,67.93,0,0.25,0,6.03,0,24.37,0
    Sardinian_HGDP01073,0,0,5.55,0,59.07,5.93,0,0,6.46,0,22.92,0.07
    Sardinian_HGDP01074,0,0.35,2.19,0,68.39,0,0,0,6.31,0,22.76,0
    Sardinian_HGDP01075,0,0,1.98,0,60.06,6.11,0,0,11.19,0,20.67,0
    Sardinian_HGDP01076,0,0,3.75,0,69.38,0,0.39,0,5.13,0,21.35,0
    Sardinian_HGDP01077,0,0,2.98,0,67.07,1.72,0.55,0,4.43,0,23.25,0
    Sardinian_HGDP01078,0.33,0,3.43,0,58.64,7.58,0,0,8.23,0,21.79,0
    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:HGDP01161,2.01,0,0,0,39.04,18.95,0.52,0,8.95,0,30.54,0
    Tuscan:HGDP01162,6.23,0,0,0,37.95,18.65,1.01,0.58,6.77,0,28.82,0
    Tuscan:HGDP01163,7.23,0,1.78,0,36.8,19.55,0.48,0,6.86,0,27.29,0
    Tuscan:HGDP01164,5.9,0,1.18,0,35.8,20.99,0,0.21,8.73,0,27.2,0
    Tuscan:HGDP01166,3.69,0,0,0,37.8,19.51,0,0,6.56,0.76,31.69,0
    Tuscan:HGDP01167,6.76,0,2.8,0,36.61,18.41,0.64,0,7.37,1.13,26.28,0
    Tuscan:HGDP01168,3.02,0,0,0,39.05,18.74,0,0,7.24,0.84,30.87,0.25
    Tuscan:HGDP01169,4.79,0.11,0,0,38.06,16.65,0,0,9.1,0.47,30.82,0
    ITS2,10.04,0,1.14,0,27.18,15.93,0.93,0,11.33,0.26,33.19,0
    ITS4,8.05,0,5.16,0,26.62,12.04,0,0,11.74,0.62,35.77,0
    ITS5,5.86,1.35,2.20,0,30.35,16.61,0.65,0.06,11.71,0.58,30.45,0.19
    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: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
    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
    Lombrardy:ALP288,6.04,0.79,1.67,0,36.54,24.68,0,0.23,7.79,0,22.27,0
    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
    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
    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

  23. #873
    Advisor Jovialis's Avatar
    Join Date
    04-05-17
    Posts
    6,873

    Y-DNA haplogroup
    R1b1a1b2a2a
    MtDNA haplogroup
    H6a1b7

    Ethnic group
    Italian
    Country: United States



    This would be an interesting project. We should also include other official academic samples from other ethnicities in Dodecad K12b format.

  24. #874
    Advisor Jovialis's Avatar
    Join Date
    04-05-17
    Posts
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    Y-DNA haplogroup
    R1b1a1b2a2a
    MtDNA haplogroup
    H6a1b7

    Ethnic group
    Italian
    Country: United States



    HGDP North Italian and Tuscan samples are notably to the "west" of the other samples that represent those regions.

    I threw in the Dodecad TSI30 sample as well.


  25. #875
    Moderator Pax Augusta's Avatar
    Join Date
    23-06-14
    Location
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    Ethnic group
    Italian
    Country: Italy



    3 members found this post helpful.
    Quote Originally Posted by Jovialis View Post
    This would be an interesting project. We should also include other official academic samples from other ethnicities in Dodecad K12b format.
    Salento also analyzed other academic samples (a big thank to him). The set from Piedmont (which are most likely those from Val Borbera, in the southeastern end of Piedmont, the Piedmontese closest genetically to the Western Emilians), then there are other Tuscans (which will be the usual ones from Volterra, Murlo and Casentino), there is a set from Corsica, one from Portugal and one from French Provence. There are outliers here and there because some are likely not native or not completely native. To the more obvious ones I have added an _o that stands for outliers; these are not clearly native (one from Piedmont that ends with Calabria, and four from Corsica who end up with Portugal, French Provence and Bergamo HGDP).

    Code:
    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
    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
    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
    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: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
    The samples all together.

    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
    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
    ITS2,10.04,0,1.14,0,27.18,15.93,0.93,0,11.33,0.26,33.19,0
    ITS4,8.05,0,5.16,0,26.62,12.04,0,0,11.74,0.62,35.77,0
    ITS5,5.86,1.35,2.20,0,30.35,16.61,0.65,0.06,11.71,0.58,30.45,0.19
    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: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






    Last edited by Pax Augusta; 02-06-22 at 22:25.

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