I have come up with such models for Medieval Polish and modern Polish ancestry, what do you think about them?:
https://vahaduo.github.io/vahaduo/
1. Modelling Early Medieval Poles as a mixture of Proto-Slavs and Iron Age Poland populations:
Target: Polish_Medieval(n=62)
Distance: 2.4309% / 0.02430865
76.4 Proto_Slavic(n=3)
12.8 Przeworsk_PCA0012
10.8 Wielbark(n=51)
2. Modelling modern Poles as a mixture of Early Medieval Poles and "Ostsiedlung" populations:
Target: Polish
Distance: 0.9265% / 0.00926540
81.2 Polish_Medieval(n=62)
18.8 Dutch
0.0 Danish
Target: Polish_Kashubian
Distance: 1.4526% / 0.01452600
76.0 Polish_Medieval(n=62)
24.0 Danish
0.0 Dutch
^^^
In this model Kashubs pick up a northern-shifted Germanic population, while Poles pick up a more southern group.
=====
I used this tool to create averages:
https://dna-tools.xyz/calculate
Which ancient samples were used?
I used an average of the following 3 samples as my Proto-Slavic reference:
I used the following 51 samples as my Wielbark average:
I used only PCA0012 as my Przeworsk reference (because PCA0011 is not really different than Wielbark samples):
I used the following 62 samples as my Polish Early Medieval average:
Modern averages used in the second model:
I used Dutch and Danish for "Ostsiedlung" references instead of German, because German average includes Slavic-admixed samples.
https://vahaduo.github.io/vahaduo/
1. Modelling Early Medieval Poles as a mixture of Proto-Slavs and Iron Age Poland populations:
Target: Polish_Medieval(n=62)
Distance: 2.4309% / 0.02430865
76.4 Proto_Slavic(n=3)
12.8 Przeworsk_PCA0012
10.8 Wielbark(n=51)
2. Modelling modern Poles as a mixture of Early Medieval Poles and "Ostsiedlung" populations:
Target: Polish
Distance: 0.9265% / 0.00926540
81.2 Polish_Medieval(n=62)
18.8 Dutch
0.0 Danish
Target: Polish_Kashubian
Distance: 1.4526% / 0.01452600
76.0 Polish_Medieval(n=62)
24.0 Danish
0.0 Dutch
^^^
In this model Kashubs pick up a northern-shifted Germanic population, while Poles pick up a more southern group.
=====
I used this tool to create averages:
https://dna-tools.xyz/calculate
Which ancient samples were used?
I used an average of the following 3 samples as my Proto-Slavic reference:
Code:
Proto_Slavic(n=3),0.128241,0.119494,0.081332,0.079889,0.037648,0.030771,0.010575,0.010615,-0.008522,-0.031223,-0.002923,-0.01134,0.013181,0.016148,-0.013391,0.012066,0.017993,-0.000971,-0.002891,0.008838,-0.00104,-0.00812,0.006614,-0.012692,0.001557
Code:
R9673,0.133173,0.127957,0.088246,0.074613,0.043085,0.030399,0.010575,0.013153,-0.00634,-0.026789,-0.004384,-0.009741,0.015312,0.014588,-0.013301,0.0179,0.025295,-0.00266,-0.002891,0.006253,-0.001123,-0.006677,0.003204,-0.004217,0.002275
I10943,0.126344,0.118817,0.07731,0.082042,0.035083,0.029562,0.005405,0.011999,-0.015339,-0.043919,-0.000812,-0.012289,0.016353,0.015276,-0.012215,0.014452,0.025816,-0.005701,-0.009679,0.008004,-0.001248,-0.00643,0.008504,-0.016147,-0.000958
I10949,0.125205,0.111708,0.078441,0.083011,0.034776,0.032351,0.015746,0.006692,-0.003886,-0.022962,-0.003573,-0.011989,0.007879,0.018579,-0.014658,0.003845,0.002868,0.005448,0.003897,0.012256,-0.000749,-0.011252,0.008134,-0.017713,0.003353
I used the following 51 samples as my Wielbark average:
Code:
Wielbark(n=51),0.127772,0.129649,0.070529,0.061053,0.042379,0.022011,0.006686,0.008452,0.002001,-0.006393,-0.004298,0.002477,-0.005151,-0.004121,0.015746,0.007175,-0.004262,0.00235,0.00468,0.005463,0.007497,0.003348,-0.000394,0.011043,-0.001395
Code:
Wielbark_culture_Kowalewko:PCA0001,0.119514,0.131003,0.062225,0.056848,0.043393,0.028447,0.006815,0.009461,0.001432,0.003645,-0.001299,0.002548,-0.000892,0.010046,0.017644,0.000398,-0.031292,0.012542,-0.009679,-0.011631,0.00836,0.011623,-0.016269,0.006507,-0.000479
Wielbark_culture_Kowalewko_o:PCA0002,0.122929,0.126941,0.07731,0.055233,0.041546,0.017012,0.00517,0.001615,-0.009408,-0.010752,-0.002598,-0.005695,0.021407,0.037296,-0.007193,-0.008618,-0.01356,0.00266,-0.005279,-0.016008,-0.006364,-0.010881,0.001725,-0.014942,0.008622
Wielbark_culture_Kowalewko:PCA0007,0.124067,0.140143,0.078064,0.07106,0.051702,0.031794,0.00329,0.01823,0.00225,0.002916,0.010068,-0.001798,-0.009366,-0.006606,0.018051,0.007425,-0.035204,-0.011275,0.004022,0.01038,-0.000499,0.020155,0.009244,0.013496,-0.002874
Wielbark_culture_Kowalewko:PCA0015,0.126344,0.144205,0.075801,0.054587,0.049855,0.006136,0.010105,0.012923,0.004909,0.01221,0.005359,0.005245,-0.012487,-0.012661,0.011129,-0.015248,-0.036508,0.009375,0.028408,0.004752,0.013227,0.02065,-0.003821,0.007953,-0.002036
Wielbark_culture_Kowalewko:PCA0018,0.129758,0.120848,0.069013,0.074613,0.048317,0.002789,0.014806,0.023307,0.002659,-0.01221,-0.003248,0.005095,-0.004311,-0.020231,0.023208,0.011005,0.02047,-0.002407,0.006913,0.012631,0.012603,0.00272,0.009983,0.014942,-0.005029
Wielbark_culture_Kowalewko:PCA0026,0.133173,0.125926,0.071653,0.056848,0.052317,0.011992,0.00752,0.000923,-0.002454,-0.008383,0.002273,-0.009292,-0.010258,-0.001101,0.027144,-0.016441,-0.030379,-0.00038,0.005405,0.002126,0.007612,-0.002102,-0.008874,0.019762,0.004071
Wielbark_culture_Kowalewko:PCA0027,0.134311,0.120848,0.070899,0.065246,0.054472,0.029841,0.013631,0.010615,0.009817,-0.004738,-0.011042,3e-04,-0.002379,0.004679,0.010179,0.011403,-0.001956,0.017863,-0.003268,0.003377,0.004367,-0.000618,0.00037,0.006627,-0.007544
Wielbark_culture_Kowalewko:PCA0028,0.124067,0.128972,0.082212,0.069445,0.04647,0.012271,0.004465,0.007615,0.003681,-0.002734,-0.006333,0.000599,-0.006541,0.001101,0.021172,0.009546,-0.00352,0.000253,0.005154,0.011881,0.009982,0.006925,0.007888,0.012411,0.005269
Wielbark_culture_Kowalewko:PCA0030,0.132035,0.129988,0.065619,0.065246,0.04647,0.012829,0.010575,0.006923,-0.001227,-0.008018,-0.010068,0.001649,-0.016055,-0.007569,0.018051,0.010872,-0.01682,0.015076,0.004525,0.004002,0.009982,0.013973,0.007518,0.021931,0.000239
Wielbark_culture_Kowalewko:PCA0031,0.113823,0.127957,0.064488,0.052972,0.048932,0.016455,-0.00141,0.02123,0.002454,-0.014579,-0.010393,-0.008243,-0.000297,-0.013212,0.012893,0.017237,0.020079,0.011782,-0.008547,0.007128,0.010482,-0.007914,-0.003574,0.006868,0.003592
Wielbark_culture_Kowalewko:PCA0034,0.124067,0.11577,0.063733,0.052326,0.042777,0.006414,-0.009165,0.006231,0.003068,0.001093,-0.008931,-0.003597,-0.005946,-0.007844,0.012622,0.016574,0.031292,0.003927,-0.005782,0.007879,0.001622,-0.015333,-0.01898,0.022172,0.004071
Wielbark_culture_Kowalewko:PCA0036,0.127482,0.120848,0.072784,0.052326,0.044316,0.029005,0.017156,0.006,0.004909,-0.009476,-0.006171,0.01094,-0.022596,0.004404,0.030401,0.010342,-0.004433,0.016216,0.004651,0.006128,0.019216,-0.011747,0.000493,0.002771,-0.013172
Wielbark_culture_Kowalewko:PCA0040,0.137726,0.13405,0.066373,0.061693,0.022773,0.014781,0.001645,0.008307,-0.000818,-0.007836,-0.007957,0.004796,0.003419,-0.010322,0.016286,0.015115,-0.007432,-0.005321,0.010182,0.001876,0.007362,-0.004575,0.003944,0.016147,0.001197
Wielbark_culture_Kowalewko:PCA0044,0.143417,0.136081,0.07731,0.049742,0.027697,0.022032,0.003995,0.001615,-0.007363,-0.010023,-0.009581,-0.003297,-0.002973,-0.007569,0.015065,-0.00358,-0.022556,0.016976,0.021369,-0.003627,0.002995,0.002226,0.003081,0.02663,-0.001437
Wielbark_culture_Kowalewko:PCA0046,0.133173,0.123895,0.067505,0.062339,0.041238,0.029562,0.00846,0.011076,0.007363,-0.013303,-0.006008,0.001649,0.000446,-0.007432,0.016694,0.02148,0.009257,0.001014,0.00264,0.005878,0.004367,0.008656,-0.004437,0.013134,0.002395
Wielbark_culture_Kowalewko:PCA0049,0.125205,0.121864,0.058454,0.05814,0.035391,0.036256,-0.00564,0.011307,-0.01268,-0.010934,0.001137,-0.008243,-0.009217,0.010046,0.010722,-0.002387,-0.004694,0.015456,0.004651,0.015007,0.007986,0.01558,-0.013434,0.008435,0.00479
Wielbark_culture_Kowalewko:PCA0050,0.136588,0.119832,0.071653,0.062016,0.040931,0.028447,0.00705,0.016153,-0.010226,-0.014214,-0.007795,-0.003897,-0.006095,-0.000413,0.025923,0.013392,-0.00339,-0.009628,0.020992,5e-04,-0.001622,0.005564,-0.00949,0.002651,-0.002515
Wielbark_culture_Kowalewko:PCA0051,0.12862,0.136081,0.064488,0.080104,0.055703,0.03012,0.011986,0.001154,-0.002659,-0.003462,-0.013153,-0.001649,-0.003568,-0.003991,0.015879,0.023468,0.011865,-0.003294,-0.004525,0.012006,-0.000624,-0.009521,-0.011585,0.026992,0.000479
Wielbark_culture_Kowalewko:PCA0052,0.125205,0.14319,0.069013,0.05814,0.045239,0.020638,-0.002585,0.013384,-0.002454,-0.014032,-0.001624,0.003297,0.002676,0.000275,-0.008686,0.005304,-0.010431,0.003421,0.010056,0.006003,0.006988,0.000495,-0.01023,0.023377,0.006586
Wielbark_culture_Kowalewko:PCA0056,0.132035,0.132019,0.072784,0.082688,0.042469,0.020359,0.011281,0.002077,0.005318,-0.005832,0.00065,0.007343,-0.007136,-0.004266,0.017372,-0.002254,-0.008084,0.001394,0.012444,0.008129,0.012977,-0.000247,0.00419,0.018798,-0.016406
Wielbark_culture_Kowalewko:PCA0059,0.119514,0.137096,0.071653,0.05814,0.044008,0.018128,0.001645,0.006,0.011658,-0.014943,0.00065,0.004196,-0.006987,-0.003578,0.011129,0.017502,0.019949,0.002407,0.002891,0.016883,0.005116,0.006925,0.000493,0.019762,-0.002634
Wielbark_culture_Kowalewko:PCA0060,0.127482,0.127957,0.076555,0.061047,0.041854,0.029284,0.00752,0.010153,-0.000614,-0.008201,-0.008282,0.001199,0.000297,-0.012524,0.005836,0.018563,0.019036,-0.002534,0.00729,0.005127,0.013102,0.002968,0.010476,0.013857,0.001317
Wielbark_culture_Kowalewko:PCA0062,0.125205,0.120848,0.069767,0.05491,0.035391,0.023985,0.00611,0.012923,-0.006749,-0.002551,-0.003897,0.007493,-0.006392,-0.008257,0.006515,0.00411,-0.010822,0.009502,0.011439,-0.004127,0.004492,0.00779,-0.000986,0.016026,-0.007185
Wielbark_culture_Kowalewko:PCA0063,0.132035,0.142174,0.072784,0.062662,0.049855,0.021475,0.00799,0.00923,-0.003681,-0.007107,-0.01023,-0.002847,-0.012933,-0.000963,0.009908,0.015115,-0.007041,-0.003041,0.001257,0.008379,0.000374,0.00643,0.000493,0.003133,0.004071
Wielbark_culture_Kowalewko:PCA0065,0.106994,0.135065,0.064111,0.066861,0.034468,0.028726,0.003055,0.007846,0.004295,-0.006743,0.005684,-0.013638,0.001784,0.010184,0.029587,-0.012729,-0.017602,-0.003294,0.007039,0.00025,-0.000749,-0.001237,0.008504,0.004338,0.001557
Wielbark_culture_Maslomecz:PCA0088,0.125205,0.135065,0.073161,0.065246,0.040931,0.017291,0.00376,0.006,0.004704,-0.00328,-0.005846,0.002398,0.001041,-0.00055,0.02633,0.013922,0.000261,0.003041,0.005405,0.011881,0.010981,0.007048,0.007765,0.004579,-0.004191
Wielbark_culture_Maslomecz:PCA0089,0.134311,0.127957,0.070899,0.065892,0.039084,0.040439,0.003055,0.013615,0.002659,-0.005285,-0.004547,0.007044,-0.006541,-0.003441,0.018187,0.013789,0.001304,-0.0019,0.005531,-0.00075,0.000998,0.00272,-0.001725,0.011327,0.006466
Wielbark_culture_Maslomecz:PCA0092,0.124067,0.135065,0.073539,0.055233,0.030467,0.017291,0.014571,0.00923,-0.002863,-0.000364,-0.002598,0.001649,-0.004162,0.007982,0.012486,0.006629,-0.007041,0.003167,0.008547,0.002626,0.010856,-0.001237,0.010846,0.019762,0.005149
Wielbark_culture_Maslomecz:PCA0094,0.134311,0.127957,0.06675,0.068153,0.046778,0.018128,0.005405,0.014769,-0.003272,-0.003827,-0.01153,-0.00015,-0.008325,-0.014588,0.012486,0.005701,-0.008736,0.006714,0.01345,0.005002,0.014849,-0.001113,0.001725,0.005543,0.006826
Wielbark_culture_Maslomecz:PCA0100,0.12862,0.132019,0.082212,0.062016,0.05201,0.021196,0.00517,0.008769,0.011862,-0.008201,-0.006008,0.000599,-0.003122,-0.00055,0.022394,0.001856,-0.026729,0.004181,0.007793,0.002501,0.011355,0.009027,-0.001602,0.006627,-0.003712
Wielbark_culture_Maslomecz:PCA0102,0.121791,0.116786,0.059962,0.059432,0.037238,0.034582,0.00188,0.003692,0.007772,-0.00893,-0.022897,0.00045,-0.006392,0.005643,0.005022,-0.001856,-0.024121,-0.002914,0.014958,0.009004,0.024956,0.016075,0.00456,0.003615,-0.008981
Wielbark_culture_Maslomecz_o:PCA0103,0.130897,0.129988,0.078818,0.07429,0.0437,0.021196,0.00658,0.014538,0.004909,-0.019864,-0.003897,-0.007943,0.011893,0.017891,-0.00475,-0.011933,-0.013951,-0.005321,0.008045,0.003502,0.006863,0.003462,0.001356,-0.008796,-0.007185
Wielbark_culture_Maslomecz:PCA0111,0.121791,0.120848,0.056191,0.042636,0.033545,0.009761,0.013866,-0.001385,0.001227,-0.01057,-0.017538,0.007793,-0.013677,-0.019267,0.019137,0.009812,-0.005215,-0.005448,0.006536,0.01063,0.007112,0.005317,-0.001972,0.001325,-0.002754
Wielbark_culture_Maslomecz:PCA0114,0.124067,0.137096,0.073539,0.0646,0.026774,0.015618,0.011516,0.006923,-0.005727,-0.017312,-0.000812,0.009741,-0.003568,-0.005505,0.028773,-0.003447,-0.013038,0.003294,-0.006913,0.012881,0.010357,0.009892,-0.001479,0.003374,-0.00491
Wielbark_culture_Weklice:R10618,0.138864,0.137096,0.072784,0.06137,0.041546,0.0251,0.003525,0.008538,0.007772,-0.005103,-0.002273,-0.004046,-0.011298,-0.010597,0.018458,0.024264,0.017471,0.003421,0.005279,0.014007,0.000624,0.003462,-0.003328,0.01699,-0.003832
Wielbark_culture_Weklice:R10620,0.129758,0.126941,0.069767,0.052972,0.037545,0.013387,0.00329,0.004846,-0.003886,-0.013485,0,0.004196,-0.004906,-0.004266,0.016422,0.006762,0.005346,-0.00152,-0.002263,-0.004127,0.010107,0.003339,0.004683,0.024702,-0.002036
Wielbark_culture_Weklice:R10625,0.129758,0.125926,0.079572,0.07429,0.048317,0.019522,0.00846,0.01823,0.015748,-0.009476,-0.008282,0.004646,-0.004162,-0.003991,0.008686,0.016839,0.022556,0.003421,0.004399,0.006628,0.017594,0.011623,-0.002095,-0.001205,0.001078
Wielbark_culture_Weklice:R10626,0.134311,0.127957,0.07203,0.055879,0.041854,0.023148,0.013161,0.017076,-0.000818,-0.004009,-0.004384,0.012139,-0.00996,0.001239,0.025108,0.000928,-0.008345,0.002407,-0.001634,0.006628,0.004118,0.00136,-0.006902,0.018436,-0.003712
Wielbark_culture_Weklice:R10631,0.129758,0.131003,0.080327,0.063308,0.0397,0.023985,0.00188,0.005077,0.006749,-0.011299,-0.008769,0.001199,-0.006541,-0.013074,0.020358,0.005171,-0.00678,0.000507,-0.006536,0.005378,0.009608,-0.000866,-0.006039,0.008555,-0.001557
Wielbark_culture_Weklice:R10633,0.136588,0.129988,0.07731,0.070737,0.050471,0.024821,0.00423,0.011769,0.01309,-0.00492,-0.005034,0.005995,-0.009663,-0.010872,0.019272,0.025192,0.010822,-0.004054,-0.001508,0.009755,0.019341,0.001113,0.002095,0.002289,0.002036
Wielbark_culture_Weklice:R10634,0.133173,0.136081,0.071276,0.067507,0.041546,0.023706,0.003995,0.015461,0.005931,-0.008018,-0.009906,0.004046,-0.008028,-0.006055,0.021851,0.002652,-0.00665,-0.00228,0.004777,0.001,0.004243,-0.003462,0.00419,0.013255,-0.005389
Wielbark_culture_Weklice:R10636,0.133173,0.118817,0.080704,0.068153,0.038161,0.029005,0.003525,0.006692,0.003681,-0.011481,-0.008607,0.003297,-0.001933,-0.002202,0.016015,0.008353,-0.002608,0.001394,0.008045,0.001751,0.000374,0.003957,0.001479,0.025064,0.001197
Wielbark_culture_Weklice:R11391,0.127482,0.132019,0.065996,0.057171,0.044316,0.032072,0.015746,0.010846,-0.003886,-0.016037,-0.003735,0.015886,-0.016204,0.006193,0.023887,0.000398,-0.028163,-0.001647,0.004651,-0.001251,0.017095,0.009027,0.003081,0.012893,0.002634
Wielbark_culture_Pruszcz_Gdanski:PCA0472,0.132035,0.127957,0.056945,0.05814,0.042777,0.020359,0.015041,-0.002538,0.004295,0.005832,0.002761,0.001049,0.00773,-0.026699,0.020494,0.02254,0.013038,-0.003294,-0.000126,0.003627,-0.001497,0.007914,-0.003081,0.027474,0.003113
Wielbark_culture_Pruszcz_Gdanski:PCA0478,0.127482,0.136081,0.089755,0.067507,0.0437,0.038208,0.00376,0.002538,-0.004704,-0.002916,-0.004222,-0.000749,-0.015609,-0.007432,0.013029,-0.00358,0.000652,0.00152,0.007416,0.008129,0.010482,0.003586,-0.007025,0.000964,-0.008981
Wielbark_culture_Pruszcz_Gdanski:PCA0479,0.126344,0.135065,0.072407,0.0646,0.050779,0.021196,0.007285,0.000462,0.008181,0.000729,-0.003573,0.004496,-0.008622,-0.008533,0.022937,0.006497,-0.009257,0.000507,0.003645,-0.004752,0.005615,0.01051,0.011216,0.00482,0.003233
Wielbark_culture_Pruszcz_Gdanski:PCA0486,0.120652,0.126941,0.078441,0.063954,0.048317,0.02259,0.019976,0.00923,0.005113,-0.010205,-0.004872,0.007044,-0.001338,-0.010184,0.016151,-0.006762,-0.020992,0.005194,0.006159,0.021385,0.009733,0.007048,-0.000863,0.009519,0.005389
Wielbark_culture_Pruszcz_Gdanski:PCA0492,0.1161,0.113739,0.036581,0.023256,0.022466,-0.009761,0.012691,0.003461,-0.003477,-0.002734,0.013803,0.013938,-0.012487,-0.020093,0.002307,0.018032,0.00339,0.012922,0.001885,-0.002751,-0.009234,-0.002102,0.008011,0.00723,-0.020956
Wielbark_culture_Pruszcz_Gdanski:PCA0493,0.120652,0.12491,0.056945,0.040052,0.044316,0.013387,0.00611,-0.002538,0.015748,0.028247,0.005359,0.018733,-0.016799,-0.016377,0.012893,0.019225,0.026338,0.003041,-0.00905,0.012881,0.009733,-0.00272,-0.004067,0.010363,-0.002874
Wielbark_culture_Pruszcz_Gdanski:PCA0498,0.132035,0.135065,0.064865,0.055879,0.042777,0.045459,0.00282,0.001846,0.007363,-0.008201,-0.002761,0.016935,0.006244,-0.008257,0.016829,0.007955,0.000522,-0.004941,0.008422,0.006753,0.009982,-0.001607,-0.003697,0.020003,0.003473
Wielbark_culture_Czarnowko:PCA0452,0.118376,0.140143,0.07995,0.066215,0.044624,0.032072,0.00423,0.007615,0.000409,-0.005103,0.003735,0.001798,0.000149,-0.006055,0.020765,0.009414,-0.003651,-0.000253,0.007542,0.021385,0.012728,-0.001113,-0.003944,0.000723,-0.017603
I used only PCA0012 as my Przeworsk reference (because PCA0011 is not really different than Wielbark samples):
Code:
Przeworsk_PCA0012,0.135449,0.145221,0.054682,0.029716,0.050163,0.008646,-0.002585,0.008538,0.01309,0.017677,-0.002436,0.009142,-0.010109,-0.007294,0.011265,0.011403,0.004172,0.008361,0.00905,-0.000375,-0.000125,0.005317,-0.003697,-0.003976,0
Code:
Przeworsk_culture_Gaski:PCA0011,0.126344,0.126941,0.061094,0.055556,0.037853,0.012829,0.00658,-0.004615,-0.000409,0.00328,-0.003085,0.000599,-0.015163,-0.009083,0.023344,0.00358,-0.002217,0.001394,0.005279,0.008629,0.004367,0.010758,0.014543,0.010845,-0.003113
Przeworsk_culture_Gaski:PCA0012,0.135449,0.145221,0.054682,0.029716,0.050163,0.008646,-0.002585,0.008538,0.01309,0.017677,-0.002436,0.009142,-0.010109,-0.007294,0.011265,0.011403,0.004172,0.008361,0.00905,-0.000375,-0.000125,0.005317,-0.003697,-0.003976,0
I used the following 62 samples as my Polish Early Medieval average:
Code:
Polish_Medieval(n=62),0.127812,0.124484,0.073964,0.06671,0.041457,0.026225,0.008911,0.012253,-0.001316,-0.024234,-0.002399,-0.010099,0.01606,0.022987,-0.009555,0.000252,0.0042,-0.00076,0.003363,0.000347,-0.003053,-0.004037,0.007041,-0.005177,0.00125
Code:
Medieval_Niemcza:PCA0122,0.129758,0.132019,0.069767,0.0646,0.047701,0.022032,0.011751,0.014307,-0.003477,-0.026424,-0.000325,-0.006444,0.017839,0.017891,-0.005565,-0.000265,0.004303,-0.002534,0.002765,0.005503,0.006489,0.004575,0.003204,-0.014942,0.001437
Medieval_Niemcza:PCA0124,0.114961,0.12491,0.071276,0.062016,0.040007,0.02761,0.014336,0.009923,-0.005522,-0.030251,-0.006496,-0.009591,0.010555,0.027662,-0.00665,-0.007558,0.007562,0.000253,-0.000126,0.019384,0.005989,-0.011994,0.008997,0.003615,-0.007065
Medieval_Niemcza:PCA0126,0.121791,0.133034,0.056945,0.020349,0.039392,0.015618,0.00141,-0.001846,0.0045,0.004374,0.000812,-0.004046,0.009217,0.018717,-0.010722,-0.000265,-0.009779,0.001014,0.002514,-0.003377,-0.014474,0.007419,0.000863,-0.003374,-0.005868
Medieval_Niemcza:PCA0132,0.121791,0.12491,0.084475,0.079135,0.0397,0.031794,0.001645,0.010153,0.008385,-0.045195,-0.001299,-0.014237,0.005798,0.02202,-0.011943,-0.016971,-0.008345,0.008488,0.012821,0.013506,-0.003369,0.003091,0.012202,-0.014098,0.00455
Medieval_Niemcza:PCA0137,0.129758,0.123895,0.075801,0.06783,0.039392,0.025937,0.0094,0.011769,-0.016566,-0.019681,0.002273,-0.013338,0.021704,0.020506,-0.010858,0.005304,0.011083,-0.008108,0.009553,0.002001,-0.00025,-0.003462,-0.003328,-0.010483,-0.002874
Medieval_Niemcza:PCA0138,0.121791,0.121864,0.075047,0.067184,0.047701,0.051874,0.020916,0.008077,-0.02168,-0.024966,0.003248,-0.020532,0.013825,0.022983,-0.041259,0.003713,0.014864,-0.003801,-0.004399,5e-04,-0.001373,0.007048,0.018857,-0.005784,0.022154
Medieval_Niemcza:PCA0140,0.125205,0.133034,0.026398,0.026486,0.027697,0.004183,0.00564,0.004384,-0.001636,-0.004556,-0.002111,-0.006594,0.010555,0.01913,-0.015744,-0.003978,0.005215,0.001647,-0.004902,-0.002001,-0.00549,0.004328,0.008997,0.001566,0.001676
Medieval_Niemcza:PCA0142,0.134311,0.118817,0.07731,0.066861,0.035391,0.026774,0.016451,0.011999,-0.007158,-0.012939,-0.004222,-0.002098,0.005649,0.028213,-0.013843,-0.00358,-0.00691,0.008108,-0.016844,0.001751,0.011854,0.003833,0.011709,-0.001446,-0.004311
Medieval_Niemcza:PCA0143,0.1161,0.126941,0.05242,0.040375,0.030467,0.013945,0,0.011307,-0.002659,-0.011481,0.002111,-0.006444,0.010852,0.012248,-0.019272,-0.009281,0.011343,-0.001647,0.007919,-0.005378,-0.002995,-0.006925,0.007765,-0.003494,-0.002874
Medieval_Niemcza:PCA0146,0.125205,0.127957,0.048271,0.040052,0.038161,0.018686,0.009165,0.001385,-0.001432,-0.007654,-0.005521,-0.005395,-0.002081,0.011423,-0.006515,0.001061,-0.00352,0.008361,-0.004399,0.001126,0.000873,-0.012984,-0.003697,-0.002289,0.002994
Medieval_Niemcza:PCA0148,0.134311,0.12491,0.07731,0.069122,0.042469,0.023148,0.0094,0.014076,-0.003681,-0.00492,-0.007307,-0.001349,0.012933,0.0139,0.007193,0.006497,0.01708,0.003927,0.003268,0.013757,0.009858,0.002473,0.007272,0.000964,0.000239
Medieval_Markowice:PCA0156,0.124067,0.119832,0.073916,0.065892,0.03693,0.034582,0.003525,0.014769,-0.008999,-0.02041,-0.001461,-0.02278,0.011893,0.033442,-0.017644,-0.005304,0.002868,0.001774,0.002765,-0.003877,0.001996,-0.012242,0.003574,-0.016026,0.003353
Medieval_Markowice:PCA0158,0.12862,0.126941,0.068259,0.055879,0.040623,0.02259,0.00611,0.009692,-0.0045,-0.030069,-0.000325,-0.012889,0.016799,0.027387,-0.013029,-0.013524,-0.010561,0.001014,0.014581,-0.007504,-0.004118,-0.001237,0.001479,-0.003615,0.007424
Medieval_Legowo:PCA0165,0.132035,0.117801,0.082589,0.084949,0.044316,0.030957,0.014571,0.01523,-0.002454,-0.019864,-0.006171,-0.020682,0.036422,0.029314,-0.003393,-0.010475,-0.004694,-0.012542,0.000503,-0.005878,-0.003993,-0.008779,0.005546,0.001807,0.002754
Medieval_Legowo:PCA0166,0.118376,0.132019,0.067505,0.077843,0.032621,0.044344,0.0047,0.014999,-0.006136,-0.03426,0.005684,-0.004946,0.010704,0.029864,0.000814,-0.019756,-0.008866,0.004054,0.009804,0.002501,-0.00262,-0.001607,0.013434,-0.011688,0.00946
Medieval_Legowo:PCA0167,0.121791,0.125926,0.080327,0.084303,0.041546,0.029562,0.00376,0.009923,0.001432,-0.018588,-0.003897,-0.016635,0.015609,0.029176,-0.002579,0.003182,0.005346,0.005448,0.000754,-0.002001,-0.005241,0.001484,0.011092,-0.007953,-0.001078
Medieval_Legowo:PCA0169,0.130897,0.121864,0.084852,0.080427,0.0437,0.039045,0.022091,0.025845,0.02127,-0.033167,-0.006496,-0.012589,0.020812,0.022708,0.000271,0.008884,0.016168,0.000507,0.017346,0.002001,0.003619,-0.013107,0.000739,-0.007712,0.008622
Medieval_Lad:PCA0181,0.135449,0.123895,0.068636,0.073321,0.046162,0.028168,0.001175,0.015692,0.002659,-0.02442,0.000974,-0.009292,0.01665,0.0139,-0.029723,0.002784,-0.00013,-0.006334,-0.001508,-0.005253,-0.003244,0.000866,0.006532,-0.021328,-0.017244
Medieval_Lad:PCA0182,0.122929,0.131003,0.084852,0.0646,0.043393,0.034861,0.007285,0.000923,0.008181,-0.033167,-0.008282,-0.015736,0.031367,0.025323,-0.016286,-0.007823,0.007171,-0.005194,0.005782,0.00963,-0.008984,-0.011747,-0.000246,-0.014821,-0.001437
Medieval_Lad:PCA0185,0.134311,0.116786,0.080327,0.078812,0.036007,0.024542,0.00705,0.02123,0.008181,-0.032256,0.009094,-0.003147,0.004014,0.019405,-0.008822,0.001458,0.00339,-0.004561,0.008925,0.003752,-0.000125,-0.010634,0.012571,0.001446,0.014609
Medieval_Lad:PCA0187,0.136588,0.129988,0.064865,0.06137,0.049855,0.01757,0.012926,0.009923,0.010022,-0.013303,-0.01023,-0.007044,0.007284,0.026699,-0.009908,-0.00305,0.001825,0.005194,0.005782,-0.01063,0.001622,-0.013849,-0.000493,-0.000602,0.015567
Medieval_Lad:PCA0189,0.129758,0.127957,0.062225,0.077843,0.035699,0.03012,0.015981,0.020307,0.006749,-0.039363,-0.007307,-0.017534,0.005649,0.031103,-0.010993,0.005304,0.01017,-0.006334,0.012444,0.005503,-0.001248,0.002968,-0.000616,-0.005663,0.000838
Medieval_Lad:PCA0191,0.1161,0.136081,0.064111,0.048127,0.033852,0.022032,0.010105,0,0.001841,-0.020593,-0.005196,-0.019183,0.003568,0.025185,-0.005565,0.01074,-0.00013,-0.002154,0.001006,0.008004,0.006364,-0.019908,0.004067,-0.000843,-0.014011
Medieval_Lad:PCA0192,0.138864,0.123895,0.07203,0.057817,0.025851,0.019522,0.006815,0.019845,-0.008385,-0.019135,-0.006658,-0.003897,0.010555,0.023533,-0.020494,0.004773,0.022296,-0.0019,-0.010433,0.00963,0.004991,-0.010881,0.006162,-0.002289,-0.001197
Medieval_Lad:PCA0194,0.134311,0.11577,0.07995,0.070091,0.048932,0.027889,0.00564,0.003692,0.00859,-0.028429,-0.01153,-0.010341,0.016501,0.02835,-0.006786,0.004375,0.001565,0.003674,0.011187,-5e-04,-0.011605,-0.002597,0.008751,-0.009399,-0.002874
Medieval_Lad:PCA0197,0.124067,0.13405,0.074293,0.068153,0.042777,0.016733,0.017156,0.018461,0.000409,-0.031162,0.001949,-0.015436,0.015758,0.018441,-0.010993,0.00358,0.000782,0.001014,0.002388,-0.006628,0.006613,-0.000989,0.006162,-0.003615,0.010179
Medieval_Lad:PCA0198,0.127482,0.139128,0.06675,0.071706,0.040315,0.017012,0.012926,0.009461,-0.002454,-0.030798,0.001461,-0.006594,0.016055,0.007156,-0.009636,0.004773,-0.001434,0.003041,0.001885,0.003627,-0.014849,-0.009027,0.007025,-0.003615,0.004311
Medieval_Lad:PCA0199,0.129758,0.129988,0.076933,0.081073,0.059703,0.02259,0.001175,0.008538,0.007158,-0.021504,0.004384,-0.001948,0.013379,0.016102,-0.013165,0.001591,0.013951,-0.008615,0.005028,0.009505,0,-0.008656,0.007765,-0.011809,-0.000958
Medieval_Lad:PCA0203,0.129758,0.126941,0.070144,0.070414,0.033852,0.029562,0.00094,0.016153,0.00225,-0.022597,0.005846,-0.018284,0.014271,0.009496,-0.017236,0.009016,0.018384,-0.001647,-0.001885,0.006003,-0.003619,-0.008656,0.016022,0.003494,0.006586
Medieval_Lad:PCA0205,0.125205,0.129988,0.072784,0.04522,0.01508,0.009761,0.017156,0.011769,-0.005318,-0.028976,-0.001624,-0.013788,0.015015,-0.000688,0.007057,-0.003315,-0.004955,0.002787,-0.000628,0.008379,-0.00287,0.014096,0.021938,0.010483,-0.016046
Medieval_Lad:PCA0206,0.122929,0.122879,0.080327,0.070414,0.053548,0.017849,0.0047,0.003692,-0.00634,-0.034078,0.003248,-0.015137,0.013677,0.014863,-0.0057,0.015115,0.013299,0.005828,-0.005279,0.005002,-0.010232,0.001484,0.006902,-0.020846,0.018441
Medieval_Lad:PCA0211,0.130897,0.11577,0.077687,0.069445,0.051394,0.031794,0.002585,0.032076,-0.008999,-0.025878,-0.009581,-0.008243,0.017393,0.023671,-0.020765,-0.00053,0.015516,-0.012289,0.017221,-0.003126,-0.007612,-0.018424,0.016145,-0.006386,0.006466
Medieval_Oblaczkowo:PCA0216,0.127482,0.131003,0.07731,0.082365,0.050471,0.022869,0.015746,0.00923,-0.005522,-0.022597,-0.006983,-0.005845,0.018434,0.047755,0.012079,-0.003978,-0.01004,0.006714,0.001508,0.000875,-0.003868,-0.004946,0.01861,-0.016147,0.002515
Medieval_Oblaczkowo:PCA0225,0.121791,0.119832,0.076933,0.066538,0.041238,0.016176,0.014806,0.024691,-0.009204,-0.037723,0.001624,-0.012739,0.04222,0.021882,-0.009772,-0.00053,0.008475,0.004561,0.006034,-0.01138,-0.004866,-0.01793,-0.004067,0.006145,0.006945
Medieval_Rumin:PCA0244,0.126344,0.113739,0.084852,0.074613,0.032929,0.026495,0.004935,0.019845,0.011453,-0.028064,-0.000162,-0.016485,0.015015,0.03124,0.003664,0.009016,0.002608,0.002407,-0.000251,-0.003627,-0.009608,-0.004451,0.013804,-0.008194,0.00455
Medieval_Rumin:PCA0246,0.127482,0.113739,0.089755,0.061693,0.051086,0.036256,0.00047,0.016845,0.008999,-0.02278,0.012179,-0.013638,0.030178,0.018029,-0.0095,-0.012331,-0.014212,-0.001774,0.001634,0.003001,-0.002121,-0.006677,0.002342,-0.016147,0.005748
Medieval_Plonsk:PCA0297,0.129758,0.114755,0.07995,0.066215,0.043085,0.037092,0.014806,0.010153,-0.001841,-0.028611,-0.003248,-0.008393,0.010406,0.036883,-0.00095,-0.01538,-0.00352,-0.002154,0.006034,-5e-04,-0.003743,-0.001978,0.000863,0.008917,0.008981
Medieval_Plonsk:PCA0301,0.125205,0.122879,0.067882,0.073321,0.03416,0.019801,0.017861,0.019153,0.00634,-0.038087,-0.01429,-0.016485,0.027205,0.030552,-0.002307,-0.000663,0.015385,0.003547,0.006159,-0.015382,-0.008111,-0.009892,0.005793,-0.004338,0.00958
Medieval_Konskie:PCA0309,0.140002,0.125926,0.064111,0.071706,0.041238,0.038487,0.006815,0.018922,-0.002454,-0.021504,0.01153,0.002398,0.014866,0.021056,-0.009229,0.000398,0.009257,-0.013302,0.000377,0.009755,0.002496,-0.002968,0.004067,0.001084,-0.013292
Medieval_Plonsk:PCA0314,0.134311,0.116786,0.093526,0.0646,0.027697,0.021475,0.003525,-0.001615,0.00634,-0.020228,0.010718,-0.020082,0.025272,0.027249,-0.010858,0.001591,-0.001825,0.007601,-0.007542,-0.012131,-0.008111,0.003091,0.01479,-0.014701,-0.005628
Medieval_Plonsk:PCA0317,0.12862,0.129988,0.083344,0.066215,0.041546,0.032072,0.00188,0.016615,-0.011453,-0.018953,-0.011692,-0.005245,0.017393,0.036057,-0.012215,-0.005171,0.001173,-0.001394,-0.004022,0.007754,-0.004617,-0.001978,0.00037,0.000241,-0.01413
Medieval_Plonsk:PCA0319,0.130897,0.131003,0.078818,0.078166,0.040623,0.034304,0.00376,0.016845,-0.006954,-0.024055,-0.008444,-0.013188,0.016353,0.026974,-0.003529,0.008486,0.017732,-0.003547,0.009679,-0.003001,-0.010856,-0.015951,-0.002835,-0.014339,0.000599
Medieval_Plonsk:PCA0324,0.129758,0.1046,0.090132,0.078812,0.052933,0.032909,0.013161,0.03023,-0.005931,-0.039727,-0.00341,-0.007493,0.024975,0.027662,-0.00855,0.008486,0.021774,0.005574,-0.004777,-0.005002,-0.006738,-0.006925,0.019966,-0.009519,0.000239
Medieval_Plonsk:PCA0328,0.12862,0.131003,0.061471,0.061693,0.031698,0.030957,0.013396,0.005538,-0.006136,-0.025149,-0.002923,-0.015886,0.011596,0.034956,-0.024565,0.004773,0.016428,-0.006334,0.008296,0.004002,-0.007612,-0.011005,0,-0.002771,-0.003592
Medieval_Ostrow_Lednicki:PCA0332,0.129758,0.119832,0.07467,0.046189,0.040931,0.020917,0.00846,0.017999,-0.007976,-0.01713,-0.01023,-0.013188,0.010109,0.021194,-0.019951,-0.000796,0.010952,0.000127,0.011439,0.000875,-0.013351,0.002102,-0.000246,-0.003615,-0.006945
Medieval_Ostrow_Lednicki:PCA0333,0.124067,0.125926,0.09428,0.08075,0.044316,0.034582,0.018566,0.006,-0.001023,-0.035536,-0.004709,-0.008542,0.030029,0.024497,-0.014929,0.004508,0.03064,-0.00228,-0.001383,0.011756,0.009109,-0.008285,0.004314,-0.007109,0.006826
Medieval_Ostrow_Lednicki:PCA0334,0.119514,0.131003,0.085984,0.068799,0.049855,0.030399,0.000705,0.005307,0.003272,-0.025878,-0.011692,-0.010491,-0.000149,0.017478,-0.001493,0.042031,0.025425,0.005701,0.007165,0.007754,-0.005989,0.00136,0.005423,-0.008073,-0.017483
Medieval_Ostrow_Lednicki:PCA0335,0.132035,0.12491,0.065242,0.052003,0.038776,0.03012,0.012456,0.019153,-0.011862,-0.02442,-0.00341,-0.017834,0.026313,0.015138,-0.015065,0.010607,-0.011474,-0.005828,-0.000126,0.002751,0.004243,-0.00643,0.019103,-0.015785,-0.001557
Medieval_Ostrow_Lednicki:PCA0339,0.121791,0.118817,0.060716,0.066215,0.04924,0.016455,0.012221,0.009461,0.001023,-0.023144,-0.005196,-0.002398,0.008771,0.014588,-0.007872,-0.010209,-0.012908,-0.004941,0.006913,-0.007879,0.001622,-0.005812,0.012571,0.008314,0.003832
Medieval_Ostrow_Lednicki:PCA0340,0.133173,0.118817,0.087492,0.070737,0.039084,0.027889,0.012926,0.009692,-0.001432,-0.028429,-0.00341,-0.011989,0.023042,0.026286,-0.008686,-0.000398,0.004955,-0.006968,0.002388,0.010505,0.001373,-0.01286,0.002095,-0.012652,0.005269
Medieval_Ostrow_Lednicki:PCA0343,0.133173,0.123895,0.073161,0.076551,0.044008,0.019243,0.007285,0.01823,-0.0045,-0.019317,0.005359,-0.002398,0.018731,0.027387,-0.016694,0.003182,-0.004303,0.003801,0.002514,-0.003377,-0.014974,-0.004699,0.013804,-0.004579,0.007305
Medieval_Ostrow_Lednicki:PCA0344,0.134311,0.121864,0.07467,0.065892,0.033852,0.021753,0.00705,0.017307,-0.009817,-0.034807,0.005359,-0.005245,0.019772,0.015827,-0.014251,0.003978,0.024903,-0.007981,-0.005154,-0.004127,-0.010731,0.006801,0.001849,-0.003735,-0.002754
Medieval_Dziekanowice:PCA0354,0.124067,0.127957,0.084475,0.074936,0.040623,0.023148,0.011986,0.01223,-0.003886,-0.0277,-0.001461,-0.01094,0.023191,0.025323,-0.012893,-0.001458,0.010822,-0.003421,0.001257,-0.003377,-0.004617,-0.008656,0.007395,-0.011327,-0.003233
Medieval_Dziekanowice:PCA0359,0.140002,0.119832,0.073539,0.075259,0.056318,0.027052,0.00564,0.014076,-0.003477,-0.034078,-0.008119,-0.003897,0.006392,0.02546,-0.002986,0.003845,0.01356,-0.002534,0.01169,0.003252,-0.000125,0.008656,-0.00456,-0.005904,0.002275
Medieval_Santok:PCA0376,0.132035,0.127957,0.07467,0.073967,0.049548,0.020359,0.00047,-0.00923,-0.007363,-0.01877,0.001786,-0.028325,0.01219,0.018717,0.001357,0.003713,0.008475,-0.006588,0.005531,0.003502,-0.029323,-0.005688,-0.004437,0.00735,0.034847
Medieval_Santok:PCA0399,0.132035,0.128972,0.07731,0.077843,0.035083,0.036535,0.008225,0.014538,0.003477,-0.030069,-0.003573,-0.000749,0.022596,0.026836,-0.012215,-0.006497,-0.008214,-0.007601,0.000503,-0.012381,0.004492,0.003339,0.011462,-0.001807,-0.016645
Medieval_Santok:PCA0426,0.129758,0.108662,0.074293,0.056525,0.038776,0.021753,0.01034,-0.007846,0.004909,-0.018953,-0.012829,-0.002098,0.021258,0.019542,-0.000407,0.012066,-0.01369,0.004181,0.006285,-0.015257,-0.003619,-0.005688,0.011216,0.00494,0.002874
Medieval_Sandomierz:VK494,0.126344,0.125926,0.085606,0.066215,0.051702,0.034861,0.017626,0.014307,0.003886,-0.017312,-0.006496,3e-04,0.016353,0.029314,-0.011672,-0.005171,-0.014081,0.004181,0.013073,0.002126,0.009483,0.005812,0.005669,-0.004699,0.001078
Medieval_Cedynia:VK212,0.124067,0.135065,0.075424,0.072029,0.038469,0.027052,0.011986,0.020538,0.00634,-0.027153,-0.006171,-0.01169,0.022002,0.031516,-0.016694,-0.01127,0.002347,0.003041,0.005028,-0.001501,-0.010606,0.004946,0.007518,-0.005422,0.00479
Medieval_Milicz:PCA0541,0.125205,0.114755,0.069013,0.065246,0.062165,0.027331,0.002585,0.013615,-0.004909,-0.006196,-0.002923,-0.007793,0.011298,0.021194,0.002443,0.000398,0.003129,-0.010388,0.016969,-0.014507,-0.006364,0.005317,0.008258,0.008555,-0.000479
Medieval_Poznan:PCA0549,0.1161,0.123895,0.069767,0.063954,0.029852,0.022869,0.013161,0.017768,-0.005113,-0.022233,0.002761,-0.008692,0.022299,0.013625,-0.007329,-0.007823,-0.012647,-0.003294,-0.003645,0.002626,0,-0.015086,0.006532,0.00723,0.00934
Medieval_Balczewo:PCA0551,0.127482,0.123895,0.069013,0.075259,0.054779,0.022032,0.001175,0.002308,-0.001023,-0.018224,-0.003735,-0.000899,0.017393,0.021882,-0.0076,-0.006232,-0.005607,0.003294,-0.00088,-0.010505,-0.004118,0.000247,0.027484,-0.022172,-0.018202
Modern averages used in the second model:
Code:
Polish,0.1318405,0.1292694,0.0698685,0.0577382,0.0406754,0.0217127,0.0086781,0.0108626,-0.0009329,-0.0185524,-0.0043488,-0.0064187,0.013093,0.0186295,-0.0070244,-0.0005595,0.0015455,-7.41e-05,0.0026948,0.0012872,-0.0031286,-0.0031185,0.0056063,-0.0033328,-8.76e-05
Polish_Kashubian,0.1365878,0.1330343,0.0753298,0.0643577,0.0449312,0.0211958,0.010517,0.01223,-0.0035278,-0.0218685,-0.0041815,-0.005283,0.009217,0.0180628,-0.0026128,-0.0011602,-0.002021,-0.001077,0.0031738,0.001782,-0.0033378,-0.0047915,0.0044982,0.001536,0.0002095
Dutch,0.1274407,0.1341783,0.0602712,0.0440759,0.0408435,0.0163974,0.0054023,0.0072633,0.0042087,0.0019245,-0.0056347,0.0044274,-0.0098456,-0.0086761,0.01783,0.0056231,-0.0065161,0.0017477,0.0039087,0.0028161,0.00448,0.0033848,-5.1e-06,0.0138921,-0.0006557
Danish,0.1312479,0.1350654,0.0663779,0.0524377,0.0413029,0.0194569,0.0051584,0.0074014,0.0034365,-0.002558,-0.0053588,0.0034802,-0.0085067,-0.0070935,0.0186691,0.0061171,-0.0065193,0.0020474,0.0032402,0.0043462,0.0056397,0.0024349,0.0006923,0.013774,0.0002011
I used Dutch and Danish for "Ostsiedlung" references instead of German, because German average includes Slavic-admixed samples.