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Medieval social landscape through the genetic history of Cambridgeshire before and af
#1
Medieval social landscape through the genetic history of Cambridgeshire before and after the Black Death

Here's the G25 results.

Code:
Scaled

Blackdeath:28,0.108132,0.12491,0.05242,0.042959,0.046778,0.006414,-0.006815,0.001154,0.009408,-0.00328,-0.001461,-0.002398,-0.0055,-0.012661,0.020358,0.021745,0.016168,0.003421,-0.006788,0.005378,-0.006364,0.002473,-0.001725,0.019039,-0.003473
Blackdeath:47,0.122929,0.140143,0.050157,0.039083,0.042162,0.016455,-0.00329,0.002769,0.010022,0.00492,-0.000487,0.006145,-0.010109,-0.009909,0.011265,0.010077,-0.006258,0.003167,0.007919,-0.001501,0.003868,0.003833,-0.003697,0.013014,0.001796
Blackdeath:62,0.127482,0.13405,0.05506,0.044574,0.0397,0.011992,0.009165,0.007384,0.003272,0.002005,-0.007307,0.010191,-0.017393,-0.007569,0.018594,0.004641,-0.00665,-0.002027,0.003268,0.002251,0.010357,0.004204,0.002218,0.005543,-0.006826
Blackdeath:68,0.124067,0.146236,0.058077,0.040375,0.040315,0.019522,0.00188,0.004384,0.008999,0.008018,-0.001786,0.004346,-0.014123,-0.011285,0.022801,0.004773,-0.008866,0.00076,0.000754,0.003377,0.007861,0.006677,-0.002465,0.01699,-0.005389
Blackdeath:75,0.120652,0.136081,0.062225,0.048127,0.041854,0.017291,0.007285,0.00923,0.010022,0.005649,-0.002923,0.011989,-0.015163,-0.017065,0.020765,0.004906,-0.005346,0.003421,0.010684,0.013632,0.015223,-0.003215,0.000123,0.012291,0.000838
Blackdeath:90,0.134311,0.147252,0.059585,0.042959,0.043393,0.020359,0.002585,0.009692,0.005727,0.002187,-0.005359,0.005395,-0.015015,-0.013212,0.018051,-0.005967,-0.022296,0.002027,0.004148,0.004127,-0.000374,0.007666,-0.000616,0.011206,0.001557
Blackdeath:120,0.125205,0.135065,0.059208,0.040698,0.044008,0.018128,-0.008225,0.007154,0.017794,0.009659,0.00065,0.01079,-0.011001,-0.005092,0.021037,0.007823,-0.008866,-0.007728,0.005656,0.005628,0.004118,-0.000247,-0.000863,0.010001,-0.006466
Blackdeath:130,0.125205,0.138112,0.061471,0.031331,0.04647,0.018686,0.00846,-0.001846,0.010431,0.006378,-0.00406,0.009591,-0.008622,-0.01156,0.009772,0.010342,0.000782,-0.002787,0.007919,-0.005378,0.003119,0.002844,-0.013804,0.004458,0.002275
Blackdeath:190,0.127482,0.138112,0.04714,0.041344,0.028313,0.014502,-0.001175,0.014307,-0.001227,0.004738,-0.001786,-0.003747,-0.016799,-0.006606,0.021444,-0.005569,-0.024382,0.014823,0.004651,0.005503,0.007736,0.006059,0.011092,0.028076,-0.002036
Blackdeath:259,0.127482,0.138112,0.052797,0.034238,0.041854,0.011992,0.002115,0.003692,0.011862,0.006743,-0.010393,-0.00015,-0.017542,-0.016102,0.021308,0.010209,0.002738,-0.001647,-0.000126,0.009755,0.007986,0.009769,-0.002835,0.008435,0.000359
Blackdeath:407,0.12862,0.137096,0.062602,0.044251,0.036007,0.006693,0.008695,0.016153,0.007158,-0.001458,-0.009094,0.002997,-0.013677,-0.020093,0.019408,0.00769,-0.008475,0.005068,0.000126,0.001501,0.003743,0.005812,0.006286,0.015785,0.001078
Blackdeath:409,0.124067,0.131003,0.063356,0.035207,0.044008,0.009203,0.006815,0.014538,0.013908,0.005467,-0.002436,0.014537,-0.003865,-0.009771,0.010858,0.008486,-0.007693,0.001394,0.002011,0.001376,0.004367,-0.000989,0.000123,0.017593,-0.008023
Blackdeath:412,0.126344,0.142174,0.065619,0.046189,0.040315,0.017291,-0.00329,0.009461,0.010022,0.007107,-0.006496,0.001948,-0.011893,-0.007294,0.024294,0.00769,-0.007562,0.00152,0.001634,-0.008004,0.001747,0.005935,-0.005916,0.004217,-0.000718
Blackdeath:414,0.118376,0.13405,0.061848,0.033915,0.051394,0.010598,0.005875,0.006,0.011249,0.00656,0.00065,0.004646,-0.010406,-0.011973,0.016558,0.002387,-0.001956,-0.003294,0.011816,0.015632,0.010606,0.002473,-0.003451,0.013978,0
Blackdeath:416,0.129758,0.132019,0.061471,0.035853,0.0397,0.025937,0.00282,0.004615,0.007976,0.011481,0.000812,0.004796,-0.010852,0.010046,0.020358,-0.01074,-0.01369,0.001267,-0.007668,0.006003,0.012228,0.00371,-0.000246,0.008314,0.005149
Blackdeath:417,0.129758,0.139128,0.063356,0.039729,0.038469,0.018407,-0.004465,0.003231,0.006545,-0.000911,-0.006333,0.002098,-0.00996,-0.004404,0.008415,-0.002387,-0.02047,0.004561,0.008547,-0.000875,-0.007112,0.002473,0.002958,0.000964,-0.004071
Blackdeath:495,0.1161,0.136081,0.058454,0.031654,0.034776,0.015897,0.005405,0.010384,0.006545,0.00656,-0.001299,0.001349,-0.008474,-0.010184,0.016286,0.011668,-0.006258,0.000633,0.004902,0.009129,0.003743,0.009274,0.00419,0.018195,-0.000718
Blackdeath:496,0.125205,0.137096,0.073161,0.038437,0.051394,0.002789,-0.00564,-0.002077,0.008385,0.011299,-0.012666,-0.002997,-0.013974,-0.00289,0.016151,-0.013789,-0.01356,0.008108,-0.006411,0.006753,0.004492,0.008037,0.006779,-0.008796,-0.003712
Blackdeath:510,0.119514,0.139128,0.055814,0.044574,0.032006,0.016455,-0.00423,0.000231,0.008999,-0.002734,-0.006008,0.004496,-0.010406,-0.001376,0.023344,-0.00305,-0.019818,-0.004434,0.00905,-0.006003,0.001747,0.00272,0.003944,0.017713,0
Blackdeath:511,0.127482,0.144205,0.059208,0.031977,0.033237,0.017012,0.00517,0.005077,-0.00634,-0.005649,-0.00065,0.004496,-0.013528,-0.005918,0.020087,-0.000928,-0.020992,0.002787,0.00176,-0.004002,0.008859,-0.002349,-0.007148,-0.000482,-0.009101
Blackdeath:512,0.12862,0.13405,0.051666,0.04522,0.040931,0.017012,0.006815,0.010153,0.0045,-0.006925,-0.001624,0.007943,-0.017542,-0.001789,0.03393,-0.001061,-0.010822,-0.001267,0.009679,-0.001626,-0.000749,-0.008903,0.007641,0.008194,0.006347
Blackdeath:514,0.119514,0.141159,0.055437,0.035853,0.037238,0.009203,0.007285,0.001615,0.005931,0.007472,-0.002111,0.006594,-0.015461,-0.007156,0.020765,0.005834,-0.023469,0.0019,-0.001508,0.002626,0.00262,0.002226,-0.003451,0.009037,0
Blackdeath:520,0.130897,0.133034,0.049403,0.034884,0.039392,0.016455,0.007755,0.003231,-0.000409,0.016583,0.000487,0.006744,-0.009514,-0.017203,0.020087,0.020684,0.014864,-0.00038,-0.000126,0.017008,-0.001497,0.003833,-0.003081,0.013014,-0.004431
Blackdeath:527,0.12862,0.137096,0.055814,0.033915,0.028621,0.022032,0.00282,0.004384,0.006545,0.004374,-0.011854,0.003297,-0.011893,-0.015964,0.021987,0.002387,-0.017341,0.001014,0.006913,0.00988,-0.002995,-0.001113,-0.002588,0.013978,-0.001078
Blackdeath:700,0.121791,0.132019,0.061471,0.044251,0.053241,0.009482,0.00423,0.003461,0.016975,0.015308,-0.01153,0.006145,-0.013082,-0.011147,0.009772,0.014054,0.004172,-0.007348,-0.005531,0.00075,0.001248,0.020155,-0.001725,0.001566,-0.001197
Blackdeath:702,0.118376,0.138112,0.053551,0.02261,0.035391,0.011435,-0.00282,0.006231,0.010226,0.013121,-0.005034,0.005995,-0.00669,-0.004404,0.017508,0.008618,0.000261,-0.003041,0.001383,0.001,0.01123,0.002102,0.004437,0.013616,0.000599
Blackdeath:719,0.132035,0.145221,0.064865,0.037145,0.044316,0.016455,0.00658,0.003461,0.008999,0.009841,-0.002111,0.011989,-0.010109,-0.0139,0.02538,-0.004375,-0.009388,-0.0019,-0.001006,-0.00075,0.010731,0.003091,-0.002218,0.007591,-0.003952
Blackdeath:725,0.118376,0.131003,0.061094,0.031331,0.032621,0.006972,-0.005405,0.005307,-0.001023,0.006196,0.002923,0.008692,-0.009812,-0.020231,0.009636,0.016706,0.009127,-0.003167,0.005531,0.01088,0.010856,0.007666,0.000123,0.010483,-0.001796
Blackdeath:727,0.119514,0.139128,0.059962,0.033269,0.050471,0.011713,-0.00188,-0.001385,0.008999,0.008383,-0.001299,0.01094,-0.01442,-0.000688,0.016694,-0.009281,-0.007302,-0.001267,0.007416,0.004752,0.001622,0.000124,-0.012325,0.006266,0.001916
Blackdeath:730,0.121791,0.137096,0.04978,0.028747,0.045855,0.006693,-0.001645,0.011307,0.014317,0.006378,-0.000812,0.006294,-0.019177,-0.004404,0.009093,0.005701,-0.008345,0.000253,0.00088,0.005503,0.009358,-0.004204,0.001479,-0.000482,0.001437
Blackdeath:741,0.121791,0.13405,0.046763,0.026486,0.036622,0.017012,0.00705,0.011769,0.014521,0.019499,-0.001949,0.005545,-0.013082,-0.0278,0.014251,0.020949,0.003781,-0.002027,0.007919,0.002876,0.010606,0.003957,0.003697,0.002651,0.000479
Blackdeath:748,0.125205,0.138112,0.071276,0.030685,0.048932,0.022032,0.002115,0.006231,0.008385,0.006925,-0.00406,0.003447,-0.01219,-0.001927,0.013436,-0.000796,-0.020731,0.00076,0.006159,0.00025,0.003494,-0.003091,-0.006039,0.008796,0.005748
Blackdeath:751,0.122929,0.138112,0.049403,0.029716,0.035699,0.010319,0.006815,0.008077,-0.002045,0.007289,0.005521,0.005095,-0.007136,-0.014038,0.011672,0.005701,-0.015255,-0.000127,0.005279,0.000625,0.000873,-0.004081,0.001972,0.007109,-0.003952
Blackdeath:905,0.122929,0.131003,0.062979,0.028424,0.041854,0.013387,-0.00376,0.008307,0.009204,0.013485,-0.007145,0.005395,-0.014569,-0.01101,0.008143,-0.001591,-0.008736,0.00038,-0.000754,-0.006628,0.000499,0.000866,-0.001849,0.004458,0.005868
Blackdeath:909,0.124067,0.126941,0.065242,0.051034,0.049855,0.0251,0.00611,0.007384,0.013499,-0.002187,-0.005034,-0.000749,-0.010555,-0.009634,0.021987,0.002917,-0.011865,-0.00114,0.004274,0.011631,0.012603,0.012118,-0.001109,0.009399,0.001317
Blackdeath:911,0.120652,0.139128,0.061471,0.038437,0.047086,0.01255,0.00141,0.007154,0.002863,0.01221,-0.002273,0.004496,-0.011447,-0.007707,0.012486,0.010077,-0.002608,0.001014,-0.000754,0.004877,0.000374,-0.000495,0.006532,0.013134,-0.008143
Blackdeath:912,0.122929,0.127957,0.060339,0.038437,0.046162,0.006693,0.00282,0.000923,0.009817,0.00893,-0.005359,0.011989,-0.013528,-0.014863,0.014522,0.019623,0.006128,0.002407,0,0.006753,0.012977,0.002597,-0.013927,0.006266,-0.004071
Blackdeath:914,0.120652,0.131003,0.059962,0.054587,0.051086,0.021475,0.00376,0.010615,0.00634,0.000729,-0.017538,0.008692,-0.012339,-0.004542,0.006107,0.021347,0.017211,0.005448,0.001508,-0.011255,-0.005241,0.007666,0.017624,0.012893,-0.003353
Blackdeath:915,0.127482,0.125926,0.056191,0.024225,0.0437,0.004462,0.00235,0.024922,0.01718,-0.002187,-0.017376,0.004496,-0.007284,-0.006606,0.005293,0.011933,-0.007171,0.002154,0.00993,0.012881,-0.004617,0.002597,0.006655,0.006748,-0.003113
Blackdeath:918,0.126344,0.133034,0.062602,0.031008,0.044316,0.034025,0.00705,0.011999,0.012067,0.001822,-0.01023,0.003747,-0.01219,-0.005918,0.003393,-0.002784,-0.001695,-0.000507,0.00352,-0.006503,-0.007612,-0.000742,0.01479,0.003735,-0.00012
Blackdeath:919,0.12862,0.139128,0.066373,0.046512,0.041238,0.014781,0.011045,0.018692,0.015544,0.00492,-0.006983,0.014687,-0.019921,-0.022708,0.02253,-0.003713,0.001043,-0.012796,0.01081,-0.002626,0,0.011747,0.001479,0.017593,-0.007424
Blackdeath:920,0.124067,0.139128,0.055814,0.048773,0.038161,0.008925,-0.00752,0.007154,0.011658,0.010752,-0.008931,0.01169,-0.010555,-0.004266,0.021037,0.00769,0.00352,0.002027,0.001383,-0.007003,0.008984,-0.002473,-0.010599,0.010483,-0.003233
Blackdeath:923,0.132035,0.14319,0.063356,0.036176,0.036622,0.013108,0.00047,-0.001846,0.015135,0.013303,-0.009581,0.002847,-0.020515,-0.015964,0.017236,-0.000796,-0.012517,0.003167,0.002137,-0.004377,0.001123,0.003339,-0.00037,0.018195,0.002275
Blackdeath:930,0.104717,0.13405,0.057699,0.038437,0.0437,0.017012,-0.013161,0.007384,0.009817,0.006378,-0.005684,-0.005395,0.003717,0.002752,0.026737,-0.002254,-0.008866,0.000633,0.007165,-0.000375,0.003993,0.013354,-0.016269,-0.000723,0.007664
Blackdeath:931,0.117238,0.140143,0.051666,0.025194,0.040931,0.01004,-0.003995,0.006461,0.00634,0.016401,-0.01023,0.007493,-0.015461,-0.009909,0.013436,0.006232,0.012256,-0.003294,-0.004399,0.007253,0.004617,0.000247,-0.000493,0.010965,0.003473
Blackdeath:936,0.119514,0.14319,0.053174,0.042636,0.041238,0.013108,0.00188,0.008077,0.006136,0.013121,-0.001786,-0.002398,-0.005798,-0.001239,0.020765,0.000133,-0.014864,0.005448,0.001885,0.002376,0.014599,0.004081,-0.000493,0.010122,0.005508
Blackdeath:937,0.121791,0.136081,0.055437,0.030362,0.03139,0.011713,0.0047,0.013615,0.00634,0.011481,-0.008769,0.006444,-0.006987,-0.007294,0.016286,-0.004375,-0.019688,0.005068,0.000377,0.005253,-0.00574,-0.008532,-0.013064,0.00482,-0.003592
Blackdeath:939,0.132035,0.144205,0.054305,0.058786,0.032929,0.0251,0.008695,0.008307,0.00225,0.001276,-0.000162,0.001948,0.000446,-0.002202,0.036373,-0.008486,-0.019036,-0.00038,0.002891,0.001751,0.006738,0.001855,0.009613,0.011688,-0.002155
Blackdeath:943,0.126344,0.132019,0.063356,0.057817,0.033852,0.029841,0.010105,0.014999,0.004704,0.000547,-0.00682,-0.001499,-0.014866,-0.01101,0.029858,-0.00358,-0.020079,0.006461,0.003268,0.004127,0.010232,-0.000495,-0.004314,0.011929,-0.003113
Blackdeath:946,0.118376,0.141159,0.053928,0.028747,0.034776,0.012829,-0.001175,0,0.014112,0.008018,-0.003573,0.007343,-0.013825,-0.013074,0.012215,0.003447,-0.014603,-0.006208,-0.00264,0.003877,0.00574,0.006183,0.002588,0.001446,0.001437
Blackdeath:950,0.120652,0.138112,0.056568,0.041667,0.036622,0.014502,0.003055,-0.001154,0.007363,0.000911,-0.007145,0.005245,-0.014271,-0.0139,0.015472,-0.005304,-0.011343,0.008615,0.01081,5e-04,0.003494,-0.004575,0.000863,0.000843,0.005748
Blackdeath:952,0.114961,0.140143,0.04978,0.037791,0.030159,0.014223,-0.00517,0.000923,0.009817,0.016037,0.000812,0.012739,-0.012933,-0.011147,0.018187,0.007292,-0.008996,0.005321,0.002388,0.002001,-0.001622,0.00136,0.003944,0.006507,-0.010777
Blackdeath:957,0.124067,0.137096,0.056945,0.034561,0.050779,0.004462,0.00658,0.008077,0.008999,0.014943,-0.00682,0.003747,-0.002081,-0.005643,0.012215,0.011535,0.007041,-0.00076,-0.001006,-0.000125,0.004742,-0.002473,0.000246,0.009519,-0.010658
Blackdeath:969,0.126344,0.138112,0.067505,0.048127,0.040931,0.024263,0.00047,-0.003231,0.014521,-0.000911,0.00341,0.001049,-0.015609,-0.011285,0.025108,0.002917,-0.019949,0.009502,0.004651,0.001876,0.011729,0.012613,-0.006039,0.013737,0.003712
Blackdeath:1155,0.121791,0.142174,0.046386,0.036822,0.040931,0.013108,-0.003995,-0.001615,0.003477,0.016766,-0.009906,0.004946,-0.014717,-0.009083,0.013436,-0.001856,-0.007432,0.003421,0.004022,0.001501,0.005615,0.001978,-0.006039,0.003374,-0.001078
Blackdeath:1217,0.12862,0.145221,0.04714,0.037791,0.036314,0.009482,-0.002585,0.005077,0.014317,0.013303,-0.004872,0.003897,-0.014271,-0.012524,0.018458,-0.008486,-0.026729,0.004307,0.002514,-0.013256,-0.004367,0.003586,-0.002588,0.009519,0.003712
Blackdeath:1268,0.132035,0.136081,0.05506,0.042313,0.043085,0.010877,-0.00376,0.011999,0.013294,0.013303,-0.006008,0.005995,-0.017542,-0.013212,0.013979,-0.009149,-0.019166,0.002787,0.008422,-0.006628,0.01435,0.010263,-0.004807,0.021931,0.005868
Blackdeath:1271,0.124067,0.142174,0.058454,0.035207,0.044008,0.013945,0.00047,-0.002769,0.011862,0.011299,-0.001299,0.01079,-0.012042,-0.016928,0.018594,0.01074,-0.002738,0.006588,0.004022,0.005253,-0.000374,-0.00136,-0.006532,0.01687,0.003712
Blackdeath:CAM003,0.129758,0.125926,0.059962,0.024548,0.037238,0.013666,0.013631,0.007615,0.014112,0.002551,-0.004384,0.013788,-0.005203,-0.020643,0.021308,0.009679,0.012647,0.002534,0.015335,0.010755,-0.000998,-0.00136,-0.002218,0.022895,-0.003233
Blackdeath:CAM008,0.126344,0.132019,0.054305,0.030685,0.040315,0.003068,0.00094,0.006692,0.014317,0.010387,0.002273,-3e-04,-0.017988,-0.011973,0.025244,0.010077,0.000782,0.000253,-0.00264,0.012881,0.001373,0.001855,0.000739,0.017593,-0.002754
Blackdeath:CAM009,0.121791,0.132019,0.05506,0.045866,0.036007,0.018686,0.014571,0.003231,0.008795,0.009112,0.003573,0.007943,0.007136,-0.005092,0.012758,-0.000663,-0.000913,0.006968,0.016969,-0.003877,0.003743,0.004204,0.008011,0.015062,-0.003353
Blackdeath:CAM010,0.112685,0.125926,0.052043,0.036822,0.047393,0.013945,0.004935,-0.000462,0.006136,0.009294,-0.002273,0.006294,-0.011893,-0.003441,0.02158,0.01485,-0.005607,0.003927,0.003142,-0.000375,0.014849,0.003339,0.005546,0.016629,-0.001197
Blackdeath:J-02,0.126344,0.142174,0.062225,0.037468,0.039392,0.009482,0.00141,0.014076,0.011249,0.001822,-0.012666,0.003747,-0.006987,-0.009221,0.018322,0.004375,0.000782,0.004307,0.003142,0.002876,0.005241,0.005193,-0.002342,0.012291,0.007664
Blackdeath:J-10,0.125205,0.133034,0.057322,0.040375,0.0397,0.006414,-0.007755,0.008307,0.013908,-0.004374,-0.003897,0.009591,-0.011447,-0.010735,0.008143,0.016706,0.015907,-0.002914,0.005028,0.005503,-0.004991,-0.000989,0.003697,0.008796,-0.003952
Blackdeath:J-12,0.133173,0.132019,0.062602,0.036822,0.03416,0.017291,0.002115,0.013846,0.016362,0.007472,-0.009094,0.003597,-0.00669,-0.010046,0.014658,-0.007027,-0.016298,0.002027,0.003897,0.003627,-0.000125,0.002597,0.002095,0.013255,0.001078
Blackdeath:J-22,0.12862,0.14319,0.058831,0.044574,0.047086,0.008646,0.002115,0.007384,0.005931,0.004009,-0.001461,-0.00015,-0.011447,-0.006881,0.022937,-0.003713,-0.01356,-0.004814,-0.00264,-0.001751,0.006364,0.00272,0.007025,0.002289,0.008263
Blackdeath:J-23,0.129758,0.140143,0.060716,0.037468,0.041238,0.015339,0.00658,0.003,0.009817,0.002734,-0.015914,0.007343,-0.015907,-0.014726,0.024701,0.019888,0.013169,-0.002407,-0.005656,0.01063,0.000624,0.003957,0.006162,0.011327,-0.003233
Blackdeath:J-27,0.125205,0.137096,0.062602,0.04522,0.042162,0.021196,-0.00047,0.003461,0.000614,0.002187,-0.004872,0.006594,-0.017839,-0.007569,0.022937,-0.005171,-0.014212,-0.00266,-0.003771,0.002876,0.007736,0.002473,-0.006779,0.01217,-0.00455
Blackdeath:J-32,0.127482,0.133034,0.056191,0.039083,0.033852,0.014223,-0.000705,0.003692,0.001432,0.005649,-0.003573,0.003747,-0.013379,-0.007569,0.018458,0.010077,0.008736,0.003421,0.003645,0.004752,0.010731,-0.000371,-0.000739,0.009881,0.001437
Blackdeath:J-42,0.12862,0.146236,0.053928,0.044574,0.035083,0.011156,0.0047,0.015922,0.008795,0.006925,-0.011854,0.009142,-0.003717,-0.01156,0.008958,0.006629,-0.008736,0.0019,-0.007165,0.003377,0.007986,0.002102,0.000863,0.011688,-0.006826
Blackdeath:J-44,0.122929,0.139128,0.060716,0.040375,0.042469,0.00753,0.008695,0.001615,0.002659,0.009659,-0.012991,0.003597,-0.009514,-0.003578,0.014658,0.004243,-0.008605,0.001014,0.001257,-0.005127,0.003494,0.00272,0.000246,0.006868,-0.000838
Blackdeath:J-45,0.120652,0.133034,0.051666,0.040375,0.040931,0.009761,-0.000705,0.005307,0.006136,0.002734,-0.003573,0.002997,-0.008771,-0.009771,0.014251,-0.000796,-0.008345,-0.000253,0.002011,0.005253,0.002995,-0.002226,0.002465,0.001084,0.00479
Blackdeath:J-46,0.126344,0.140143,0.057322,0.049096,0.040007,0.019243,-0.00893,-0.011307,-0.000409,0.018406,-0.006496,0.015886,-0.007879,-0.005367,0.024158,0.007027,0.001434,0.005828,0.015335,0.006378,0.009109,0.009769,-0.002711,0.018677,-0.012813
Blackdeath:J-48,0.117238,0.133034,0.058454,0.048127,0.049855,0.012829,0.002115,0.007615,0.006545,0.000182,-0.002111,0.007493,-0.014569,-0.007019,0.014115,0.004641,-0.005476,0.00114,0.004902,0.006128,0.013102,0.002102,-0.002095,0.006868,-0.00479
Blackdeath:J-51,0.117238,0.140143,0.061848,0.051034,0.041854,0.020359,0.006815,0.004846,0.010226,0.014943,-0.00341,0.012889,-0.007879,-0.012248,0.018322,0.002917,-0.012517,0.002407,-0.000126,0.007504,0.003993,0.000742,0.002095,0.005061,-0.002994
Blackdeath:J-58,0.124067,0.138112,0.056945,0.019057,0.048932,0.011156,0.00658,-0.004154,0.014726,0.004556,-0.012017,0.001798,-0.01442,-0.009083,0.017372,0.025457,-0.012778,0.010388,-0.009679,-0.003377,0.012728,0.004081,-0.01023,0.018195,0.002155
Blackdeath:J-60,0.124067,0.142174,0.047894,0.040052,0.038776,0.023148,0.00893,0.004154,0.001227,0.008018,-0.001137,0.005245,-0.011893,-0.002752,0.017915,-0.00358,-0.005607,0.003927,0.001634,-0.007504,0.009858,-0.00507,-0.010599,0.010845,-0.006107
Blackdeath:J-61,0.120652,0.125926,0.050157,0.032946,0.051086,0.011992,-0.001175,0.006461,0.003477,0.019499,-0.011854,0.007343,-0.014271,-0.013487,0.011265,0.003447,0.008475,-0.003041,0.003268,-0.006753,0.003494,0.002473,-0.007888,0.007832,0.010658
Blackdeath:J-63,0.129758,0.131003,0.05506,0.036822,0.03139,0.020359,-0.00094,0.005077,0.0045,-0.000729,0.000974,0.002548,-0.015312,-0.013212,0.020087,-0.004906,-0.024251,-0.003041,0.00729,0.004877,0.004991,0.001855,0.002958,0.008917,-0.006826
Blackdeath:J-73,0.106994,0.133034,0.050157,0.040375,0.036622,-0.000558,0.00235,-0.002538,0.001023,0.003462,-0.003897,0.018134,-0.012636,-0.00867,0.024837,0.002254,-0.015907,0.004054,0.006411,0.002751,-0.002745,-0.004451,0.008504,0.01699,-0.002874
Blackdeath:J-77,0.1161,0.138112,0.055437,0.050711,0.044624,0.013387,0.003995,0.003692,0.005318,0.005103,-0.009094,0.004496,-0.007136,-0.010872,0.02348,0.011005,0.020992,0.002154,-0.003017,-0.00075,0.006738,0.003957,-0.001109,0.004579,-0.001437
Blackdeath:J-80,0.121791,0.142174,0.056191,0.038437,0.036622,0.005299,-0.00423,0.003461,0.019634,0.011481,-0.008444,0.005245,-0.005946,-0.015276,0.016965,0.006232,-0.002999,0.004307,0.00264,0.006503,-0.004492,0.000247,0.001109,0.021569,-0.000838
Blackdeath:J-83,0.121791,0.129988,0.052797,0.036822,0.03416,0.013666,0.003055,0.014076,-0.003477,0.000729,-0.002923,0.005845,-0.010704,-0.017891,0.02253,0.01432,-0.001173,0.00266,0.005782,-0.002376,0.012478,0.003833,0.003821,0.011086,0.002754
Blackdeath:J-89,0.126344,0.141159,0.058454,0.04199,0.037238,0.011156,-0.00329,0.003923,0.00634,0.011663,0.00406,0.002398,-0.007136,-0.014726,0.011808,0.016706,0.009127,0.004561,0.007542,-0.003627,0.01148,0.010634,0.000863,0.015424,-0.002634
Blackdeath:JDS132,0.121791,0.12491,0.055814,0.036499,0.046162,0.019243,0.000235,0.019845,0.012476,0.004374,-0.00682,3e-04,-0.011001,-0.000963,0.021987,0.01843,-0.005737,0.003294,0.007165,0.001126,0.010357,-0.005935,-0.007148,0.011929,-0.008263
Blackdeath:JDS146,0.130897,0.129988,0.065996,0.03553,0.049548,0.013945,0.00329,0.014076,0.010431,0.005103,0.003248,0.004046,-0.012785,-0.0139,0.016286,0.005967,-0.019036,0.00038,-0.009176,-0.000375,0.011729,0.006801,0.006286,0.001084,0.008143
Blackdeath:JDS155,0.119514,0.133034,0.062225,0.041344,0.04647,0.012271,0.00094,0.002769,0.005318,0.006196,-0.006658,-0.004046,-0.011744,-0.021744,0.03013,0.013392,-0.001304,-0.004054,-0.002137,0.003377,0.009234,-0.004328,0.002465,0.00964,0.011616
Blackdeath:PSN31_J05,0.125205,0.14319,0.058077,0.037468,0.043085,0.006136,0.005405,0.001846,-0.004704,0.006196,-0.002436,0.005095,-0.008028,-0.003578,0.016829,-0.002784,-0.007171,-0.00038,-0.002891,0.009505,0.004367,-0.000371,0.008627,0.011688,-0.000958
Blackdeath:PSN509,0.120652,0.148267,0.042992,0.046835,0.043393,0.008367,0.00282,0.004615,0.008999,-0.007836,0.00065,-0.001049,-0.016353,-0.000413,0.019272,-0.005171,-0.020992,0.007221,0.006159,0.004002,0.006114,0.025596,-0.008751,0.010845,-0.011017
Blackdeath:STI002,0.114961,0.157407,0.053551,0.033269,0.048009,0.011435,0.003525,0.002538,0.007363,0.016401,0.006333,0.013038,-0.010406,-0.018441,0.027416,0.004906,-0.019818,0.009755,0.000503,0.006378,0.011105,0.001113,-0.003697,0.012411,0.001796
Blackdeath:STI005A,0.126344,0.126941,0.059585,0.032946,0.038776,0.015897,-0.001645,-0.004846,0.012885,0.004009,-0.005359,0.002098,-0.012487,-0.005505,0.015201,0.001591,-0.025034,0.012669,0.012067,-0.002751,0.004866,0.009892,-0.010723,0.013737,-0.01413
Blackdeath:STI008A,0.117238,0.142174,0.051666,0.040698,0.042162,0.012829,-0.008225,0.008769,0.00859,-0.00656,-0.000974,0.003147,-0.01115,-0.01968,0.018051,0.012331,0.005215,-0.001394,0.003268,0.000125,-0.002246,0.005812,0.003574,-0.001566,-0.005748


Raw

Blackdeath:28,0.0095,0.0123,0.0139,0.0133,0.0152,0.0023,-0.0029,0.0005,0.0046,-0.0018,-0.0009,-0.0016,-0.0037,-0.0092,0.015,0.0164,0.0124,0.0027,-0.0054,0.0043,-0.0051,0.002,-0.0014,0.0158,-0.0029
Blackdeath:47,0.0108,0.0138,0.0133,0.0121,0.0137,0.0059,-0.0014,0.0012,0.0049,0.0027,-0.0003,0.0041,-0.0068,-0.0072,0.0083,0.0076,-0.0048,0.0025,0.0063,-0.0012,0.0031,0.0031,-0.003,0.0108,0.0015
Blackdeath:62,0.0112,0.0132,0.0146,0.0138,0.0129,0.0043,0.0039,0.0032,0.0016,0.0011,-0.0045,0.0068,-0.0117,-0.0055,0.0137,0.0035,-0.0051,-0.0016,0.0026,0.0018,0.0083,0.0034,0.0018,0.0046,-0.0057
Blackdeath:68,0.0109,0.0144,0.0154,0.0125,0.0131,0.007,0.0008,0.0019,0.0044,0.0044,-0.0011,0.0029,-0.0095,-0.0082,0.0168,0.0036,-0.0068,0.0006,0.0006,0.0027,0.0063,0.0054,-0.002,0.0141,-0.0045
Blackdeath:75,0.0106,0.0134,0.0165,0.0149,0.0136,0.0062,0.0031,0.004,0.0049,0.0031,-0.0018,0.008,-0.0102,-0.0124,0.0153,0.0037,-0.0041,0.0027,0.0085,0.0109,0.0122,-0.0026,0.0001,0.0102,0.0007
Blackdeath:90,0.0118,0.0145,0.0158,0.0133,0.0141,0.0073,0.0011,0.0042,0.0028,0.0012,-0.0033,0.0036,-0.0101,-0.0096,0.0133,-0.0045,-0.0171,0.0016,0.0033,0.0033,-0.0003,0.0062,-0.0005,0.0093,0.0013
Blackdeath:120,0.011,0.0133,0.0157,0.0126,0.0143,0.0065,-0.0035,0.0031,0.0087,0.0053,0.0004,0.0072,-0.0074,-0.0037,0.0155,0.0059,-0.0068,-0.0061,0.0045,0.0045,0.0033,-0.0002,-0.0007,0.0083,-0.0054
Blackdeath:130,0.011,0.0136,0.0163,0.0097,0.0151,0.0067,0.0036,-0.0008,0.0051,0.0035,-0.0025,0.0064,-0.0058,-0.0084,0.0072,0.0078,0.0006,-0.0022,0.0063,-0.0043,0.0025,0.0023,-0.0112,0.0037,0.0019
Blackdeath:190,0.0112,0.0136,0.0125,0.0128,0.0092,0.0052,-0.0005,0.0062,-0.0006,0.0026,-0.0011,-0.0025,-0.0113,-0.0048,0.0158,-0.0042,-0.0187,0.0117,0.0037,0.0044,0.0062,0.0049,0.009,0.0233,-0.0017
Blackdeath:259,0.0112,0.0136,0.014,0.0106,0.0136,0.0043,0.0009,0.0016,0.0058,0.0037,-0.0064,-0.0001,-0.0118,-0.0117,0.0157,0.0077,0.0021,-0.0013,-0.0001,0.0078,0.0064,0.0079,-0.0023,0.007,0.0003
Blackdeath:407,0.0113,0.0135,0.0166,0.0137,0.0117,0.0024,0.0037,0.007,0.0035,-0.0008,-0.0056,0.002,-0.0092,-0.0146,0.0143,0.0058,-0.0065,0.004,0.0001,0.0012,0.003,0.0047,0.0051,0.0131,0.0009
Blackdeath:409,0.0109,0.0129,0.0168,0.0109,0.0143,0.0033,0.0029,0.0063,0.0068,0.003,-0.0015,0.0097,-0.0026,-0.0071,0.008,0.0064,-0.0059,0.0011,0.0016,0.0011,0.0035,-0.0008,0.0001,0.0146,-0.0067
Blackdeath:412,0.0111,0.014,0.0174,0.0143,0.0131,0.0062,-0.0014,0.0041,0.0049,0.0039,-0.004,0.0013,-0.008,-0.0053,0.0179,0.0058,-0.0058,0.0012,0.0013,-0.0064,0.0014,0.0048,-0.0048,0.0035,-0.0006
Blackdeath:414,0.0104,0.0132,0.0164,0.0105,0.0167,0.0038,0.0025,0.0026,0.0055,0.0036,0.0004,0.0031,-0.007,-0.0087,0.0122,0.0018,-0.0015,-0.0026,0.0094,0.0125,0.0085,0.002,-0.0028,0.0116,0
Blackdeath:416,0.0114,0.013,0.0163,0.0111,0.0129,0.0093,0.0012,0.002,0.0039,0.0063,0.0005,0.0032,-0.0073,0.0073,0.015,-0.0081,-0.0105,0.001,-0.0061,0.0048,0.0098,0.003,-0.0002,0.0069,0.0043
Blackdeath:417,0.0114,0.0137,0.0168,0.0123,0.0125,0.0066,-0.0019,0.0014,0.0032,-0.0005,-0.0039,0.0014,-0.0067,-0.0032,0.0062,-0.0018,-0.0157,0.0036,0.0068,-0.0007,-0.0057,0.002,0.0024,0.0008,-0.0034
Blackdeath:495,0.0102,0.0134,0.0155,0.0098,0.0113,0.0057,0.0023,0.0045,0.0032,0.0036,-0.0008,0.0009,-0.0057,-0.0074,0.012,0.0088,-0.0048,0.0005,0.0039,0.0073,0.003,0.0075,0.0034,0.0151,-0.0006
Blackdeath:496,0.011,0.0135,0.0194,0.0119,0.0167,0.001,-0.0024,-0.0009,0.0041,0.0062,-0.0078,-0.002,-0.0094,-0.0021,0.0119,-0.0104,-0.0104,0.0064,-0.0051,0.0054,0.0036,0.0065,0.0055,-0.0073,-0.0031
Blackdeath:510,0.0105,0.0137,0.0148,0.0138,0.0104,0.0059,-0.0018,0.0001,0.0044,-0.0015,-0.0037,0.003,-0.007,-0.001,0.0172,-0.0023,-0.0152,-0.0035,0.0072,-0.0048,0.0014,0.0022,0.0032,0.0147,0
Blackdeath:511,0.0112,0.0142,0.0157,0.0099,0.0108,0.0061,0.0022,0.0022,-0.0031,-0.0031,-0.0004,0.003,-0.0091,-0.0043,0.0148,-0.0007,-0.0161,0.0022,0.0014,-0.0032,0.0071,-0.0019,-0.0058,-0.0004,-0.0076
Blackdeath:512,0.0113,0.0132,0.0137,0.014,0.0133,0.0061,0.0029,0.0044,0.0022,-0.0038,-0.001,0.0053,-0.0118,-0.0013,0.025,-0.0008,-0.0083,-0.001,0.0077,-0.0013,-0.0006,-0.0072,0.0062,0.0068,0.0053
Blackdeath:514,0.0105,0.0139,0.0147,0.0111,0.0121,0.0033,0.0031,0.0007,0.0029,0.0041,-0.0013,0.0044,-0.0104,-0.0052,0.0153,0.0044,-0.018,0.0015,-0.0012,0.0021,0.0021,0.0018,-0.0028,0.0075,0
Blackdeath:520,0.0115,0.0131,0.0131,0.0108,0.0128,0.0059,0.0033,0.0014,-0.0002,0.0091,0.0003,0.0045,-0.0064,-0.0125,0.0148,0.0156,0.0114,-0.0003,-0.0001,0.0136,-0.0012,0.0031,-0.0025,0.0108,-0.0037
Blackdeath:527,0.0113,0.0135,0.0148,0.0105,0.0093,0.0079,0.0012,0.0019,0.0032,0.0024,-0.0073,0.0022,-0.008,-0.0116,0.0162,0.0018,-0.0133,0.0008,0.0055,0.0079,-0.0024,-0.0009,-0.0021,0.0116,-0.0009
Blackdeath:700,0.0107,0.013,0.0163,0.0137,0.0173,0.0034,0.0018,0.0015,0.0083,0.0084,-0.0071,0.0041,-0.0088,-0.0081,0.0072,0.0106,0.0032,-0.0058,-0.0044,0.0006,0.001,0.0163,-0.0014,0.0013,-0.001
Blackdeath:702,0.0104,0.0136,0.0142,0.007,0.0115,0.0041,-0.0012,0.0027,0.005,0.0072,-0.0031,0.004,-0.0045,-0.0032,0.0129,0.0065,0.0002,-0.0024,0.0011,0.0008,0.009,0.0017,0.0036,0.0113,0.0005
Blackdeath:719,0.0116,0.0143,0.0172,0.0115,0.0144,0.0059,0.0028,0.0015,0.0044,0.0054,-0.0013,0.008,-0.0068,-0.0101,0.0187,-0.0033,-0.0072,-0.0015,-0.0008,-0.0006,0.0086,0.0025,-0.0018,0.0063,-0.0033
Blackdeath:725,0.0104,0.0129,0.0162,0.0097,0.0106,0.0025,-0.0023,0.0023,-0.0005,0.0034,0.0018,0.0058,-0.0066,-0.0147,0.0071,0.0126,0.007,-0.0025,0.0044,0.0087,0.0087,0.0062,0.0001,0.0087,-0.0015
Blackdeath:727,0.0105,0.0137,0.0159,0.0103,0.0164,0.0042,-0.0008,-0.0006,0.0044,0.0046,-0.0008,0.0073,-0.0097,-0.0005,0.0123,-0.007,-0.0056,-0.001,0.0059,0.0038,0.0013,0.0001,-0.01,0.0052,0.0016
Blackdeath:730,0.0107,0.0135,0.0132,0.0089,0.0149,0.0024,-0.0007,0.0049,0.007,0.0035,-0.0005,0.0042,-0.0129,-0.0032,0.0067,0.0043,-0.0064,0.0002,0.0007,0.0044,0.0075,-0.0034,0.0012,-0.0004,0.0012
Blackdeath:741,0.0107,0.0132,0.0124,0.0082,0.0119,0.0061,0.003,0.0051,0.0071,0.0107,-0.0012,0.0037,-0.0088,-0.0202,0.0105,0.0158,0.0029,-0.0016,0.0063,0.0023,0.0085,0.0032,0.003,0.0022,0.0004
Blackdeath:748,0.011,0.0136,0.0189,0.0095,0.0159,0.0079,0.0009,0.0027,0.0041,0.0038,-0.0025,0.0023,-0.0082,-0.0014,0.0099,-0.0006,-0.0159,0.0006,0.0049,0.0002,0.0028,-0.0025,-0.0049,0.0073,0.0048
Blackdeath:751,0.0108,0.0136,0.0131,0.0092,0.0116,0.0037,0.0029,0.0035,-0.001,0.004,0.0034,0.0034,-0.0048,-0.0102,0.0086,0.0043,-0.0117,-0.0001,0.0042,0.0005,0.0007,-0.0033,0.0016,0.0059,-0.0033
Blackdeath:905,0.0108,0.0129,0.0167,0.0088,0.0136,0.0048,-0.0016,0.0036,0.0045,0.0074,-0.0044,0.0036,-0.0098,-0.008,0.006,-0.0012,-0.0067,0.0003,-0.0006,-0.0053,0.0004,0.0007,-0.0015,0.0037,0.0049
Blackdeath:909,0.0109,0.0125,0.0173,0.0158,0.0162,0.009,0.0026,0.0032,0.0066,-0.0012,-0.0031,-0.0005,-0.0071,-0.007,0.0162,0.0022,-0.0091,-0.0009,0.0034,0.0093,0.0101,0.0098,-0.0009,0.0078,0.0011
Blackdeath:911,0.0106,0.0137,0.0163,0.0119,0.0153,0.0045,0.0006,0.0031,0.0014,0.0067,-0.0014,0.003,-0.0077,-0.0056,0.0092,0.0076,-0.002,0.0008,-0.0006,0.0039,0.0003,-0.0004,0.0053,0.0109,-0.0068
Blackdeath:912,0.0108,0.0126,0.016,0.0119,0.015,0.0024,0.0012,0.0004,0.0048,0.0049,-0.0033,0.008,-0.0091,-0.0108,0.0107,0.0148,0.0047,0.0019,0,0.0054,0.0104,0.0021,-0.0113,0.0052,-0.0034
Blackdeath:914,0.0106,0.0129,0.0159,0.0169,0.0166,0.0077,0.0016,0.0046,0.0031,0.0004,-0.0108,0.0058,-0.0083,-0.0033,0.0045,0.0161,0.0132,0.0043,0.0012,-0.009,-0.0042,0.0062,0.0143,0.0107,-0.0028
Blackdeath:915,0.0112,0.0124,0.0149,0.0075,0.0142,0.0016,0.001,0.0108,0.0084,-0.0012,-0.0107,0.003,-0.0049,-0.0048,0.0039,0.009,-0.0055,0.0017,0.0079,0.0103,-0.0037,0.0021,0.0054,0.0056,-0.0026
Blackdeath:918,0.0111,0.0131,0.0166,0.0096,0.0144,0.0122,0.003,0.0052,0.0059,0.001,-0.0063,0.0025,-0.0082,-0.0043,0.0025,-0.0021,-0.0013,-0.0004,0.0028,-0.0052,-0.0061,-0.0006,0.012,0.0031,-0.0001
Blackdeath:919,0.0113,0.0137,0.0176,0.0144,0.0134,0.0053,0.0047,0.0081,0.0076,0.0027,-0.0043,0.0098,-0.0134,-0.0165,0.0166,-0.0028,0.0008,-0.0101,0.0086,-0.0021,0,0.0095,0.0012,0.0146,-0.0062
Blackdeath:920,0.0109,0.0137,0.0148,0.0151,0.0124,0.0032,-0.0032,0.0031,0.0057,0.0059,-0.0055,0.0078,-0.0071,-0.0031,0.0155,0.0058,0.0027,0.0016,0.0011,-0.0056,0.0072,-0.002,-0.0086,0.0087,-0.0027
Blackdeath:923,0.0116,0.0141,0.0168,0.0112,0.0119,0.0047,0.0002,-0.0008,0.0074,0.0073,-0.0059,0.0019,-0.0138,-0.0116,0.0127,-0.0006,-0.0096,0.0025,0.0017,-0.0035,0.0009,0.0027,-0.0003,0.0151,0.0019
Blackdeath:930,0.0092,0.0132,0.0153,0.0119,0.0142,0.0061,-0.0056,0.0032,0.0048,0.0035,-0.0035,-0.0036,0.0025,0.002,0.0197,-0.0017,-0.0068,0.0005,0.0057,-0.0003,0.0032,0.0108,-0.0132,-0.0006,0.0064
Blackdeath:931,0.0103,0.0138,0.0137,0.0078,0.0133,0.0036,-0.0017,0.0028,0.0031,0.009,-0.0063,0.005,-0.0104,-0.0072,0.0099,0.0047,0.0094,-0.0026,-0.0035,0.0058,0.0037,0.0002,-0.0004,0.0091,0.0029
Blackdeath:936,0.0105,0.0141,0.0141,0.0132,0.0134,0.0047,0.0008,0.0035,0.003,0.0072,-0.0011,-0.0016,-0.0039,-0.0009,0.0153,0.0001,-0.0114,0.0043,0.0015,0.0019,0.0117,0.0033,-0.0004,0.0084,0.0046
Blackdeath:937,0.0107,0.0134,0.0147,0.0094,0.0102,0.0042,0.002,0.0059,0.0031,0.0063,-0.0054,0.0043,-0.0047,-0.0053,0.012,-0.0033,-0.0151,0.004,0.0003,0.0042,-0.0046,-0.0069,-0.0106,0.004,-0.003
Blackdeath:939,0.0116,0.0142,0.0144,0.0182,0.0107,0.009,0.0037,0.0036,0.0011,0.0007,-0.0001,0.0013,0.0003,-0.0016,0.0268,-0.0064,-0.0146,-0.0003,0.0023,0.0014,0.0054,0.0015,0.0078,0.0097,-0.0018
Blackdeath:943,0.0111,0.013,0.0168,0.0179,0.011,0.0107,0.0043,0.0065,0.0023,0.0003,-0.0042,-0.001,-0.01,-0.008,0.022,-0.0027,-0.0154,0.0051,0.0026,0.0033,0.0082,-0.0004,-0.0035,0.0099,-0.0026
Blackdeath:946,0.0104,0.0139,0.0143,0.0089,0.0113,0.0046,-0.0005,0,0.0069,0.0044,-0.0022,0.0049,-0.0093,-0.0095,0.009,0.0026,-0.0112,-0.0049,-0.0021,0.0031,0.0046,0.005,0.0021,0.0012,0.0012
Blackdeath:950,0.0106,0.0136,0.015,0.0129,0.0119,0.0052,0.0013,-0.0005,0.0036,0.0005,-0.0044,0.0035,-0.0096,-0.0101,0.0114,-0.004,-0.0087,0.0068,0.0086,0.0004,0.0028,-0.0037,0.0007,0.0007,0.0048
Blackdeath:952,0.0101,0.0138,0.0132,0.0117,0.0098,0.0051,-0.0022,0.0004,0.0048,0.0088,0.0005,0.0085,-0.0087,-0.0081,0.0134,0.0055,-0.0069,0.0042,0.0019,0.0016,-0.0013,0.0011,0.0032,0.0054,-0.009
Blackdeath:957,0.0109,0.0135,0.0151,0.0107,0.0165,0.0016,0.0028,0.0035,0.0044,0.0082,-0.0042,0.0025,-0.0014,-0.0041,0.009,0.0087,0.0054,-0.0006,-0.0008,-0.0001,0.0038,-0.002,0.0002,0.0079,-0.0089
Blackdeath:969,0.0111,0.0136,0.0179,0.0149,0.0133,0.0087,0.0002,-0.0014,0.0071,-0.0005,0.0021,0.0007,-0.0105,-0.0082,0.0185,0.0022,-0.0153,0.0075,0.0037,0.0015,0.0094,0.0102,-0.0049,0.0114,0.0031
Blackdeath:1155,0.0107,0.014,0.0123,0.0114,0.0133,0.0047,-0.0017,-0.0007,0.0017,0.0092,-0.0061,0.0033,-0.0099,-0.0066,0.0099,-0.0014,-0.0057,0.0027,0.0032,0.0012,0.0045,0.0016,-0.0049,0.0028,-0.0009
Blackdeath:1217,0.0113,0.0143,0.0125,0.0117,0.0118,0.0034,-0.0011,0.0022,0.007,0.0073,-0.003,0.0026,-0.0096,-0.0091,0.0136,-0.0064,-0.0205,0.0034,0.002,-0.0106,-0.0035,0.0029,-0.0021,0.0079,0.0031
Blackdeath:1268,0.0116,0.0134,0.0146,0.0131,0.014,0.0039,-0.0016,0.0052,0.0065,0.0073,-0.0037,0.004,-0.0118,-0.0096,0.0103,-0.0069,-0.0147,0.0022,0.0067,-0.0053,0.0115,0.0083,-0.0039,0.0182,0.0049
Blackdeath:1271,0.0109,0.014,0.0155,0.0109,0.0143,0.005,0.0002,-0.0012,0.0058,0.0062,-0.0008,0.0072,-0.0081,-0.0123,0.0137,0.0081,-0.0021,0.0052,0.0032,0.0042,-0.0003,-0.0011,-0.0053,0.014,0.0031
Blackdeath:CAM003,0.0114,0.0124,0.0159,0.0076,0.0121,0.0049,0.0058,0.0033,0.0069,0.0014,-0.0027,0.0092,-0.0035,-0.015,0.0157,0.0073,0.0097,0.002,0.0122,0.0086,-0.0008,-0.0011,-0.0018,0.019,-0.0027
Blackdeath:CAM008,0.0111,0.013,0.0144,0.0095,0.0131,0.0011,0.0004,0.0029,0.007,0.0057,0.0014,-0.0002,-0.0121,-0.0087,0.0186,0.0076,0.0006,0.0002,-0.0021,0.0103,0.0011,0.0015,0.0006,0.0146,-0.0023
Blackdeath:CAM009,0.0107,0.013,0.0146,0.0142,0.0117,0.0067,0.0062,0.0014,0.0043,0.005,0.0022,0.0053,0.0048,-0.0037,0.0094,-0.0005,-0.0007,0.0055,0.0135,-0.0031,0.003,0.0034,0.0065,0.0125,-0.0028
Blackdeath:CAM010,0.0099,0.0124,0.0138,0.0114,0.0154,0.005,0.0021,-0.0002,0.003,0.0051,-0.0014,0.0042,-0.008,-0.0025,0.0159,0.0112,-0.0043,0.0031,0.0025,-0.0003,0.0119,0.0027,0.0045,0.0138,-0.001
Blackdeath:J-02,0.0111,0.014,0.0165,0.0116,0.0128,0.0034,0.0006,0.0061,0.0055,0.001,-0.0078,0.0025,-0.0047,-0.0067,0.0135,0.0033,0.0006,0.0034,0.0025,0.0023,0.0042,0.0042,-0.0019,0.0102,0.0064
Blackdeath:J-10,0.011,0.0131,0.0152,0.0125,0.0129,0.0023,-0.0033,0.0036,0.0068,-0.0024,-0.0024,0.0064,-0.0077,-0.0078,0.006,0.0126,0.0122,-0.0023,0.004,0.0044,-0.004,-0.0008,0.003,0.0073,-0.0033
Blackdeath:J-12,0.0117,0.013,0.0166,0.0114,0.0111,0.0062,0.0009,0.006,0.008,0.0041,-0.0056,0.0024,-0.0045,-0.0073,0.0108,-0.0053,-0.0125,0.0016,0.0031,0.0029,-0.0001,0.0021,0.0017,0.011,0.0009
Blackdeath:J-22,0.0113,0.0141,0.0156,0.0138,0.0153,0.0031,0.0009,0.0032,0.0029,0.0022,-0.0009,-0.0001,-0.0077,-0.005,0.0169,-0.0028,-0.0104,-0.0038,-0.0021,-0.0014,0.0051,0.0022,0.0057,0.0019,0.0069
Blackdeath:J-23,0.0114,0.0138,0.0161,0.0116,0.0134,0.0055,0.0028,0.0013,0.0048,0.0015,-0.0098,0.0049,-0.0107,-0.0107,0.0182,0.015,0.0101,-0.0019,-0.0045,0.0085,0.0005,0.0032,0.005,0.0094,-0.0027
Blackdeath:J-27,0.011,0.0135,0.0166,0.014,0.0137,0.0076,-0.0002,0.0015,0.0003,0.0012,-0.003,0.0044,-0.012,-0.0055,0.0169,-0.0039,-0.0109,-0.0021,-0.003,0.0023,0.0062,0.002,-0.0055,0.0101,-0.0038
Blackdeath:J-32,0.0112,0.0131,0.0149,0.0121,0.011,0.0051,-0.0003,0.0016,0.0007,0.0031,-0.0022,0.0025,-0.009,-0.0055,0.0136,0.0076,0.0067,0.0027,0.0029,0.0038,0.0086,-0.0003,-0.0006,0.0082,0.0012
Blackdeath:J-42,0.0113,0.0144,0.0143,0.0138,0.0114,0.004,0.002,0.0069,0.0043,0.0038,-0.0073,0.0061,-0.0025,-0.0084,0.0066,0.005,-0.0067,0.0015,-0.0057,0.0027,0.0064,0.0017,0.0007,0.0097,-0.0057
Blackdeath:J-44,0.0108,0.0137,0.0161,0.0125,0.0138,0.0027,0.0037,0.0007,0.0013,0.0053,-0.008,0.0024,-0.0064,-0.0026,0.0108,0.0032,-0.0066,0.0008,0.001,-0.0041,0.0028,0.0022,0.0002,0.0057,-0.0007
Blackdeath:J-45,0.0106,0.0131,0.0137,0.0125,0.0133,0.0035,-0.0003,0.0023,0.003,0.0015,-0.0022,0.002,-0.0059,-0.0071,0.0105,-0.0006,-0.0064,-0.0002,0.0016,0.0042,0.0024,-0.0018,0.002,0.0009,0.004
Blackdeath:J-46,0.0111,0.0138,0.0152,0.0152,0.013,0.0069,-0.0038,-0.0049,-0.0002,0.0101,-0.004,0.0106,-0.0053,-0.0039,0.0178,0.0053,0.0011,0.0046,0.0122,0.0051,0.0073,0.0079,-0.0022,0.0155,-0.0107
Blackdeath:J-48,0.0103,0.0131,0.0155,0.0149,0.0162,0.0046,0.0009,0.0033,0.0032,0.0001,-0.0013,0.005,-0.0098,-0.0051,0.0104,0.0035,-0.0042,0.0009,0.0039,0.0049,0.0105,0.0017,-0.0017,0.0057,-0.004
Blackdeath:J-51,0.0103,0.0138,0.0164,0.0158,0.0136,0.0073,0.0029,0.0021,0.005,0.0082,-0.0021,0.0086,-0.0053,-0.0089,0.0135,0.0022,-0.0096,0.0019,-0.0001,0.006,0.0032,0.0006,0.0017,0.0042,-0.0025
Blackdeath:J-58,0.0109,0.0136,0.0151,0.0059,0.0159,0.004,0.0028,-0.0018,0.0072,0.0025,-0.0074,0.0012,-0.0097,-0.0066,0.0128,0.0192,-0.0098,0.0082,-0.0077,-0.0027,0.0102,0.0033,-0.0083,0.0151,0.0018
Blackdeath:J-60,0.0109,0.014,0.0127,0.0124,0.0126,0.0083,0.0038,0.0018,0.0006,0.0044,-0.0007,0.0035,-0.008,-0.002,0.0132,-0.0027,-0.0043,0.0031,0.0013,-0.006,0.0079,-0.0041,-0.0086,0.009,-0.0051
Blackdeath:J-61,0.0106,0.0124,0.0133,0.0102,0.0166,0.0043,-0.0005,0.0028,0.0017,0.0107,-0.0073,0.0049,-0.0096,-0.0098,0.0083,0.0026,0.0065,-0.0024,0.0026,-0.0054,0.0028,0.002,-0.0064,0.0065,0.0089
Blackdeath:J-63,0.0114,0.0129,0.0146,0.0114,0.0102,0.0073,-0.0004,0.0022,0.0022,-0.0004,0.0006,0.0017,-0.0103,-0.0096,0.0148,-0.0037,-0.0186,-0.0024,0.0058,0.0039,0.004,0.0015,0.0024,0.0074,-0.0057
Blackdeath:J-73,0.0094,0.0131,0.0133,0.0125,0.0119,-0.0002,0.001,-0.0011,0.0005,0.0019,-0.0024,0.0121,-0.0085,-0.0063,0.0183,0.0017,-0.0122,0.0032,0.0051,0.0022,-0.0022,-0.0036,0.0069,0.0141,-0.0024
Blackdeath:J-77,0.0102,0.0136,0.0147,0.0157,0.0145,0.0048,0.0017,0.0016,0.0026,0.0028,-0.0056,0.003,-0.0048,-0.0079,0.0173,0.0083,0.0161,0.0017,-0.0024,-0.0006,0.0054,0.0032,-0.0009,0.0038,-0.0012
Blackdeath:J-80,0.0107,0.014,0.0149,0.0119,0.0119,0.0019,-0.0018,0.0015,0.0096,0.0063,-0.0052,0.0035,-0.004,-0.0111,0.0125,0.0047,-0.0023,0.0034,0.0021,0.0052,-0.0036,0.0002,0.0009,0.0179,-0.0007
Blackdeath:J-83,0.0107,0.0128,0.014,0.0114,0.0111,0.0049,0.0013,0.0061,-0.0017,0.0004,-0.0018,0.0039,-0.0072,-0.013,0.0166,0.0108,-0.0009,0.0021,0.0046,-0.0019,0.01,0.0031,0.0031,0.0092,0.0023
Blackdeath:J-89,0.0111,0.0139,0.0155,0.013,0.0121,0.004,-0.0014,0.0017,0.0031,0.0064,0.0025,0.0016,-0.0048,-0.0107,0.0087,0.0126,0.007,0.0036,0.006,-0.0029,0.0092,0.0086,0.0007,0.0128,-0.0022
Blackdeath:JDS132,0.0107,0.0123,0.0148,0.0113,0.015,0.0069,0.0001,0.0086,0.0061,0.0024,-0.0042,0.0002,-0.0074,-0.0007,0.0162,0.0139,-0.0044,0.0026,0.0057,0.0009,0.0083,-0.0048,-0.0058,0.0099,-0.0069
Blackdeath:JDS146,0.0115,0.0128,0.0175,0.011,0.0161,0.005,0.0014,0.0061,0.0051,0.0028,0.002,0.0027,-0.0086,-0.0101,0.012,0.0045,-0.0146,0.0003,-0.0073,-0.0003,0.0094,0.0055,0.0051,0.0009,0.0068
Blackdeath:JDS155,0.0105,0.0131,0.0165,0.0128,0.0151,0.0044,0.0004,0.0012,0.0026,0.0034,-0.0041,-0.0027,-0.0079,-0.0158,0.0222,0.0101,-0.001,-0.0032,-0.0017,0.0027,0.0074,-0.0035,0.002,0.008,0.0097
Blackdeath:PSN31_J05,0.011,0.0141,0.0154,0.0116,0.014,0.0022,0.0023,0.0008,-0.0023,0.0034,-0.0015,0.0034,-0.0054,-0.0026,0.0124,-0.0021,-0.0055,-0.0003,-0.0023,0.0076,0.0035,-0.0003,0.007,0.0097,-0.0008
Blackdeath:PSN509,0.0106,0.0146,0.0114,0.0145,0.0141,0.003,0.0012,0.002,0.0044,-0.0043,0.0004,-0.0007,-0.011,-0.0003,0.0142,-0.0039,-0.0161,0.0057,0.0049,0.0032,0.0049,0.0207,-0.0071,0.009,-0.0092
Blackdeath:STI002,0.0101,0.0155,0.0142,0.0103,0.0156,0.0041,0.0015,0.0011,0.0036,0.009,0.0039,0.0087,-0.007,-0.0134,0.0202,0.0037,-0.0152,0.0077,0.0004,0.0051,0.0089,0.0009,-0.003,0.0103,0.0015
Blackdeath:STI005A,0.0111,0.0125,0.0158,0.0102,0.0126,0.0057,-0.0007,-0.0021,0.0063,0.0022,-0.0033,0.0014,-0.0084,-0.004,0.0112,0.0012,-0.0192,0.01,0.0096,-0.0022,0.0039,0.008,-0.0087,0.0114,-0.0118
Blackdeath:STI008A,0.0103,0.014,0.0137,0.0126,0.0137,0.0046,-0.0035,0.0038,0.0042,-0.0036,-0.0006,0.0021,-0.0075,-0.0143,0.0133,0.0093,0.004,-0.0011,0.0026,0.0001,-0.0018,0.0047,0.0029,-0.0013,-0.0048
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#2
Link to the paper:
https://www.biorxiv.org/content/10.1101/...3.531048v1

The coverage of many samples is really bad, with no single one of the E1b1b indiviudals being included if I'm not mistaken. There seem to be no obvious outliers, though some could be French, Dutch, German or even Hungarian going by the PCA, overall that's a fairly homogeneous bunch.


[Image: blackdeath.jpg]
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#3
Thanks for these teepan.....Truly an interesting paper with an interesting mix of Y-DNA haplogroups. More J2a than I expected and even an L1b.
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#4
I'm getting my backlogged G25 coords done for several papers and I just got to this one. Now I might just wait for the finished paper (since this is just a preprint), but in case anyone can figure this question out easily, I'll go ahead and ask.

The ID's for the following samples are not listed in the tables/spreadsheet/paper anywhere so I can't figure out what they are. I don't know if there's some metadata in the genotype files that reveals anything.

Code:
Blackdeath:CAM003,0.129758,0.125926,0.059962,0.024548,0.037238,0.013666,0.013631,0.007615,0.014112,0.002551,-0.004384,0.013788,-0.005203,-0.020643,0.021308,0.009679,0.012647,0.002534,0.015335,0.010755,-0.000998,-0.00136,-0.002218,0.022895,-0.003233
Blackdeath:CAM008,0.126344,0.132019,0.054305,0.030685,0.040315,0.003068,0.00094,0.006692,0.014317,0.010387,0.002273,-3e-04,-0.017988,-0.011973,0.025244,0.010077,0.000782,0.000253,-0.00264,0.012881,0.001373,0.001855,0.000739,0.017593,-0.002754
Blackdeath:CAM009,0.121791,0.132019,0.05506,0.045866,0.036007,0.018686,0.014571,0.003231,0.008795,0.009112,0.003573,0.007943,0.007136,-0.005092,0.012758,-0.000663,-0.000913,0.006968,0.016969,-0.003877,0.003743,0.004204,0.008011,0.015062,-0.003353
Blackdeath:CAM010,0.112685,0.125926,0.052043,0.036822,0.047393,0.013945,0.004935,-0.000462,0.006136,0.009294,-0.002273,0.006294,-0.011893,-0.003441,0.02158,0.01485,-0.005607,0.003927,0.003142,-0.000375,0.014849,0.003339,0.005546,0.016629,-0.001197
Blackdeath:J-02,0.126344,0.142174,0.062225,0.037468,0.039392,0.009482,0.00141,0.014076,0.011249,0.001822,-0.012666,0.003747,-0.006987,-0.009221,0.018322,0.004375,0.000782,0.004307,0.003142,0.002876,0.005241,0.005193,-0.002342,0.012291,0.007664
Blackdeath:J-10,0.125205,0.133034,0.057322,0.040375,0.0397,0.006414,-0.007755,0.008307,0.013908,-0.004374,-0.003897,0.009591,-0.011447,-0.010735,0.008143,0.016706,0.015907,-0.002914,0.005028,0.005503,-0.004991,-0.000989,0.003697,0.008796,-0.003952
Blackdeath:J-12,0.133173,0.132019,0.062602,0.036822,0.03416,0.017291,0.002115,0.013846,0.016362,0.007472,-0.009094,0.003597,-0.00669,-0.010046,0.014658,-0.007027,-0.016298,0.002027,0.003897,0.003627,-0.000125,0.002597,0.002095,0.013255,0.001078
Blackdeath:J-22,0.12862,0.14319,0.058831,0.044574,0.047086,0.008646,0.002115,0.007384,0.005931,0.004009,-0.001461,-0.00015,-0.011447,-0.006881,0.022937,-0.003713,-0.01356,-0.004814,-0.00264,-0.001751,0.006364,0.00272,0.007025,0.002289,0.008263
Blackdeath:J-23,0.129758,0.140143,0.060716,0.037468,0.041238,0.015339,0.00658,0.003,0.009817,0.002734,-0.015914,0.007343,-0.015907,-0.014726,0.024701,0.019888,0.013169,-0.002407,-0.005656,0.01063,0.000624,0.003957,0.006162,0.011327,-0.003233
Blackdeath:J-27,0.125205,0.137096,0.062602,0.04522,0.042162,0.021196,-0.00047,0.003461,0.000614,0.002187,-0.004872,0.006594,-0.017839,-0.007569,0.022937,-0.005171,-0.014212,-0.00266,-0.003771,0.002876,0.007736,0.002473,-0.006779,0.01217,-0.00455
Blackdeath:J-32,0.127482,0.133034,0.056191,0.039083,0.033852,0.014223,-0.000705,0.003692,0.001432,0.005649,-0.003573,0.003747,-0.013379,-0.007569,0.018458,0.010077,0.008736,0.003421,0.003645,0.004752,0.010731,-0.000371,-0.000739,0.009881,0.001437
Blackdeath:J-42,0.12862,0.146236,0.053928,0.044574,0.035083,0.011156,0.0047,0.015922,0.008795,0.006925,-0.011854,0.009142,-0.003717,-0.01156,0.008958,0.006629,-0.008736,0.0019,-0.007165,0.003377,0.007986,0.002102,0.000863,0.011688,-0.006826
Blackdeath:J-44,0.122929,0.139128,0.060716,0.040375,0.042469,0.00753,0.008695,0.001615,0.002659,0.009659,-0.012991,0.003597,-0.009514,-0.003578,0.014658,0.004243,-0.008605,0.001014,0.001257,-0.005127,0.003494,0.00272,0.000246,0.006868,-0.000838
Blackdeath:J-45,0.120652,0.133034,0.051666,0.040375,0.040931,0.009761,-0.000705,0.005307,0.006136,0.002734,-0.003573,0.002997,-0.008771,-0.009771,0.014251,-0.000796,-0.008345,-0.000253,0.002011,0.005253,0.002995,-0.002226,0.002465,0.001084,0.00479
Blackdeath:J-46,0.126344,0.140143,0.057322,0.049096,0.040007,0.019243,-0.00893,-0.011307,-0.000409,0.018406,-0.006496,0.015886,-0.007879,-0.005367,0.024158,0.007027,0.001434,0.005828,0.015335,0.006378,0.009109,0.009769,-0.002711,0.018677,-0.012813
Blackdeath:J-48,0.117238,0.133034,0.058454,0.048127,0.049855,0.012829,0.002115,0.007615,0.006545,0.000182,-0.002111,0.007493,-0.014569,-0.007019,0.014115,0.004641,-0.005476,0.00114,0.004902,0.006128,0.013102,0.002102,-0.002095,0.006868,-0.00479
Blackdeath:J-51,0.117238,0.140143,0.061848,0.051034,0.041854,0.020359,0.006815,0.004846,0.010226,0.014943,-0.00341,0.012889,-0.007879,-0.012248,0.018322,0.002917,-0.012517,0.002407,-0.000126,0.007504,0.003993,0.000742,0.002095,0.005061,-0.002994
Blackdeath:J-58,0.124067,0.138112,0.056945,0.019057,0.048932,0.011156,0.00658,-0.004154,0.014726,0.004556,-0.012017,0.001798,-0.01442,-0.009083,0.017372,0.025457,-0.012778,0.010388,-0.009679,-0.003377,0.012728,0.004081,-0.01023,0.018195,0.002155
Blackdeath:J-60,0.124067,0.142174,0.047894,0.040052,0.038776,0.023148,0.00893,0.004154,0.001227,0.008018,-0.001137,0.005245,-0.011893,-0.002752,0.017915,-0.00358,-0.005607,0.003927,0.001634,-0.007504,0.009858,-0.00507,-0.010599,0.010845,-0.006107
Blackdeath:J-61,0.120652,0.125926,0.050157,0.032946,0.051086,0.011992,-0.001175,0.006461,0.003477,0.019499,-0.011854,0.007343,-0.014271,-0.013487,0.011265,0.003447,0.008475,-0.003041,0.003268,-0.006753,0.003494,0.002473,-0.007888,0.007832,0.010658
Blackdeath:J-63,0.129758,0.131003,0.05506,0.036822,0.03139,0.020359,-0.00094,0.005077,0.0045,-0.000729,0.000974,0.002548,-0.015312,-0.013212,0.020087,-0.004906,-0.024251,-0.003041,0.00729,0.004877,0.004991,0.001855,0.002958,0.008917,-0.006826
Blackdeath:J-73,0.106994,0.133034,0.050157,0.040375,0.036622,-0.000558,0.00235,-0.002538,0.001023,0.003462,-0.003897,0.018134,-0.012636,-0.00867,0.024837,0.002254,-0.015907,0.004054,0.006411,0.002751,-0.002745,-0.004451,0.008504,0.01699,-0.002874
Blackdeath:J-77,0.1161,0.138112,0.055437,0.050711,0.044624,0.013387,0.003995,0.003692,0.005318,0.005103,-0.009094,0.004496,-0.007136,-0.010872,0.02348,0.011005,0.020992,0.002154,-0.003017,-0.00075,0.006738,0.003957,-0.001109,0.004579,-0.001437
Blackdeath:J-80,0.121791,0.142174,0.056191,0.038437,0.036622,0.005299,-0.00423,0.003461,0.019634,0.011481,-0.008444,0.005245,-0.005946,-0.015276,0.016965,0.006232,-0.002999,0.004307,0.00264,0.006503,-0.004492,0.000247,0.001109,0.021569,-0.000838
Blackdeath:J-83,0.121791,0.129988,0.052797,0.036822,0.03416,0.013666,0.003055,0.014076,-0.003477,0.000729,-0.002923,0.005845,-0.010704,-0.017891,0.02253,0.01432,-0.001173,0.00266,0.005782,-0.002376,0.012478,0.003833,0.003821,0.011086,0.002754
Blackdeath:J-89,0.126344,0.141159,0.058454,0.04199,0.037238,0.011156,-0.00329,0.003923,0.00634,0.011663,0.00406,0.002398,-0.007136,-0.014726,0.011808,0.016706,0.009127,0.004561,0.007542,-0.003627,0.01148,0.010634,0.000863,0.015424,-0.002634
Blackdeath:JDS132,0.121791,0.12491,0.055814,0.036499,0.046162,0.019243,0.000235,0.019845,0.012476,0.004374,-0.00682,3e-04,-0.011001,-0.000963,0.021987,0.01843,-0.005737,0.003294,0.007165,0.001126,0.010357,-0.005935,-0.007148,0.011929,-0.008263
Blackdeath:JDS146,0.130897,0.129988,0.065996,0.03553,0.049548,0.013945,0.00329,0.014076,0.010431,0.005103,0.003248,0.004046,-0.012785,-0.0139,0.016286,0.005967,-0.019036,0.00038,-0.009176,-0.000375,0.011729,0.006801,0.006286,0.001084,0.008143
Blackdeath:JDS155,0.119514,0.133034,0.062225,0.041344,0.04647,0.012271,0.00094,0.002769,0.005318,0.006196,-0.006658,-0.004046,-0.011744,-0.021744,0.03013,0.013392,-0.001304,-0.004054,-0.002137,0.003377,0.009234,-0.004328,0.002465,0.00964,0.011616
Blackdeath:PSN31_J05,0.125205,0.14319,0.058077,0.037468,0.043085,0.006136,0.005405,0.001846,-0.004704,0.006196,-0.002436,0.005095,-0.008028,-0.003578,0.016829,-0.002784,-0.007171,-0.00038,-0.002891,0.009505,0.004367,-0.000371,0.008627,0.011688,-0.000958
Blackdeath:PSN509,0.120652,0.148267,0.042992,0.046835,0.043393,0.008367,0.00282,0.004615,0.008999,-0.007836,0.00065,-0.001049,-0.016353,-0.000413,0.019272,-0.005171,-0.020992,0.007221,0.006159,0.004002,0.006114,0.025596,-0.008751,0.010845,-0.011017
Blackdeath:STI002,0.114961,0.157407,0.053551,0.033269,0.048009,0.011435,0.003525,0.002538,0.007363,0.016401,0.006333,0.013038,-0.010406,-0.018441,0.027416,0.004906,-0.019818,0.009755,0.000503,0.006378,0.011105,0.001113,-0.003697,0.012411,0.001796
Blackdeath:STI005A,0.126344,0.126941,0.059585,0.032946,0.038776,0.015897,-0.001645,-0.004846,0.012885,0.004009,-0.005359,0.002098,-0.012487,-0.005505,0.015201,0.001591,-0.025034,0.012669,0.012067,-0.002751,0.004866,0.009892,-0.010723,0.013737,-0.01413
Blackdeath:STI008A,0.117238,0.142174,0.051666,0.040698,0.042162,0.012829,-0.008225,0.008769,0.00859,-0.00656,-0.000974,0.003147,-0.01115,-0.01968,0.018051,0.012331,0.005215,-0.001394,0.003268,0.000125,-0.002246,0.005812,0.003574,-0.001566,-0.005748
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#5
I went through the supplementary tables and quickly went through the Y Haplogroup assignments. Four samples were DF27, and all four samples were from Cherry Hinton, south east of Cambridge. 950/3771 is Z272 which is the snp just above DF17 and Z209. 2107/27 was Z209. 931/3358 was DF17. 920/3452 was BY129, which is just below L165.
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#6
Paper is out

https://www.science.org/doi/10.1126/sciadv.adi5903
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#7
Their average on the modern similarity map (they are very diverse, but the average is as expected):

[Image: NMadyrw.png]
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#8
Hello again. :-)

The Anglo-Saxon migration and the formation of the early English gene pool (2022) gave the impression that the initial post-Roman migration to England was overwhelmingly very 'northern', and only at some later date(s) was there a migration of a more 'southern' population(s).

A very small number of Gretzinger et al.'s samples (e.g. I14538; 500-700 CE; Rookery Hill, Sussex) had a 'southeastern' profile, but not quite like the 'Austrasian' profile that I had been hoping to find (i.e. less southern, more eastern).

Genetic history of Cambridgeshire before and after the Black Death (2024) does have such samples, particularly 915 and 918; 940-1170 CE; Cherry Hinton, Cambridgeshire.

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2.png]

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2-...eshire.png]

I still consider it an open question as to whether this profile existed in the early Medieval period, perhaps having been 'missed' in Gretzinger et al.'s samples. I have labelled the easternmost of all the available Medieval England samples, in order to highlight that both 'northeastern' (e.g. I20669; 450-650 CE; West Heslerton, North Yorkshire) and 'southeastern' profiles existed in England since the early Medieval period. The 'eastern' profile can only be dated to a later period, as things stand. 

I hold out hope that some kind researchers will sample South West England more widely, both geographically and temporally, as the modern Devon/Dorset/Somerset profile is equally as 'eastern' as the East Anglian.

[Image: Figure-2-Cambridgeshire-before-and-after...-Death.png]

Aside from David's, I only read the posts of Matt at the Eurogenes blog, and it's a shame that he doesn't post here. However, his analytical approach often involves taking the England dataset as a coherent whole, whereas we know from analysis of the modern English population that there are subtle and not so subtle differences in ancestry, which I assume would extend to the Medieval period.

So whilst the following image posted by Matt at the Eurogenes blog (March 17, 2024 at 4:19 AM) is very pretty, I'm not convinced that England as a whole has been on such a roller coaster ride as presented.

[Image: Mx1yADX.png]

Referring to the conclusions of McColl et al. in Steppe Ancestry in western Eurasia and the spread of the Germanic Languages (2024 preprint), Matt states (March 17, 2024 at 4:19 AM),

Quote:I think much of [the Germanic genetic impact in England] was overwritten by the Normans and Medieval Northern French.

In contrast, I wonder if a potential Gretzinger et al. sample bias towards 'northern' profiles is providing a false impression of later Norman / Medieval population turnover, particularly as only ~15% of the surnames in my eight generation English family tree can be linked to France (n=1, but still).

There are Norman-like samples from the pre-Norman period in the Gretzinger sample, with Y-DNA diversity.

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2-...amples.png]

Old Anthrogenica member Norfolk plots near the two 8th-9th Century samples from Sedgeford, Norfolk, which surely can't be a coincidence... 

:-)
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Known ancestry: 58% English, 36% Irish, 6% Welsh
LivingDNA: 60% English, 32% Irish, 8% Welsh
AncestryDNA communities
MyHeritageDNA genetic groups (LivingDNA upload)
Y-DNA (P): Wiltshire at 10 generations. Negative at YSEQ for all discovered SNPs downstream of R-S15663
mtDNA (M): Co. Cork
mtDNA (P): Co. Limerick
Avatar: My great grandmother at St Mary's Church, St Fagans, circa 1930
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#9
Two yDNA L1b (L-B374)

Cherry Hinton 919 (sk3262) was related to a female (mother, or sister?) number 947 (sk3262) with whom he shared his mtDNA haplogroup U5b3e His yDNA was sequenced as L-B374.

Cherry Hinton 936 (sk2077) had no close relatives (albeit had to have shared his paternal line with 919). His mtDNA was T4b4+152. His own yDNA was also L-B374.

L-B374 is dated to TMRCA 600 BCE. It has a very European flavour. The majority of modern B374 are found in Switzerland. Also reported in Slovakia, Slovenia, Czech Rep, Hungary, Austria, England (1), Tatarstan, Kazakhistan (1).

No relationship to my own English L-FGC51036. I couldn't have shared paternal line with the Cherry Hinton Men since 10,700 BCE. My own DNA may have arrived a little later, and certainly separately. Other than two South English families, our nearest matches are from Lebanon, Saudi Arabia, Turkey, Iraq, Iran, India.
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Attached Files Thumbnail(s)
   
The artist formerly known as A Norfolk L-M20
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#10
(01-18-2024, 11:29 AM)ph2ter Wrote: Their average on the modern similarity map (they are very diverse, but the average is as expected):

[Image: NMadyrw.png]


Interesting how the similarity map highlights down the Rhine to the homeland of that yDNA L-B374 in Switzerland.

(03-24-2024, 04:13 PM)Capitalis Wrote: Hello again. :-)

The Anglo-Saxon migration and the formation of the early English gene pool (2022) gave the impression that the initial post-Roman migration to England was overwhelmingly very 'northern', and only at some later date(s) was there a migration of a more 'southern' population(s).

A very small number of Gretzinger et al.'s samples (e.g. I14538; 500-700 CE; Rookery Hill, Sussex) had a 'southeastern' profile, but not quite like the 'Austrasian' profile that I had been hoping to find (i.e. less southern, more eastern).

Genetic history of Cambridgeshire before and after the Black Death (2024) does have such samples, particularly 915 and 918; 940-1170 CE; Cherry Hinton, Cambridgeshire.

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2.png]

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2-...eshire.png]

I still consider it an open question as to whether this profile existed in the early Medieval period, perhaps having been 'missed' in Gretzinger et al.'s samples. I have labelled the easternmost of all the available Medieval England samples, in order to highlight that both 'northeastern' (e.g. I20669; 450-650 CE; West Heslerton, North Yorkshire) and 'southeastern' profiles existed in England since the early Medieval period. The 'eastern' profile can only be dated to a later period, as things stand. 

I hold out hope that some kind researchers will sample South West England more widely, both geographically and temporally, as the modern Devon/Dorset/Somerset profile is equally as 'eastern' as the East Anglian.

[Image: Figure-2-Cambridgeshire-before-and-after...-Death.png]

Aside from David's, I only read the posts of Matt at the Eurogenes blog, and it's a shame that he doesn't post here. However, his analytical approach often involves taking the England dataset as a coherent whole, whereas we know from analysis of the modern English population that there are subtle and not so subtle differences in ancestry, which I assume would extend to the Medieval period.

So whilst the following image posted by Matt at the Eurogenes blog (March 17, 2024 at 4:19 AM) is very pretty, I'm not convinced that England as a whole has been on such a roller coaster ride as presented.

[Image: Mx1yADX.png]

Referring to the conclusions of McColl et al. in Steppe Ancestry in western Eurasia and the spread of the Germanic Languages (2024 preprint), Matt states (March 17, 2024 at 4:19 AM),

Quote:I think much of [the Germanic genetic impact in England] was overwritten by the Normans and Medieval Northern French.

In contrast, I wonder if a potential Gretzinger et al. sample bias towards 'northern' profiles is providing a false impression of later Norman / Medieval population turnover, particularly as only ~15% of the surnames in my eight generation English family tree can be linked to France (n=1, but still).

There are Norman-like samples from the pre-Norman period in the Gretzinger sample, with Y-DNA diversity.

[Image: NW-Europe-Iron-Age-to-Modern-PCA-PC-1v2-...amples.png]

Old Anthrogenica member Norfolk plots near the two 8th-9th Century samples from Sedgeford, Norfolk, which surely can't be a coincidence... 

:-)

I'm here! Norfolk. Are you saying the Sedgeford finds plot close to me? I've excavated on that site.
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The artist formerly known as A Norfolk L-M20
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#11
(01-18-2024, 11:29 AM)ph2ter Wrote: Their average on the modern similarity map (they are very diverse, but the average is as expected):

[Image: NMadyrw.png]
Hey that map doesn't look too different from my genetic similarity maps.  I guess when you combine three parts Irish, three parts German, two parts Sicilian, and one part north French you get ersatz English.  (English is the remainder of my ancestry, mostly East Midlands and West Country English).
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#12
the southern/middie english are very diverse. Even when I was a kid and looking at the old geverations of people woth no indicator of any non English ancestry, they looked very diverse. They had no particular look . You don’t get the Irish/Scottish/Welsh phenomenon where a handful of recurring faces dominate each nation and we can often tell where they’re before they speak! That’s likely because the Celtic fringe was dominated by societies where rights to land were by clans and a lot of the landmass had little in the way of market economy or commercial centres. In contrast where you have a feudal type system, a market economy and there is no affinity between the landlords and those who do the farmwork you have a much stronger likelihood of constant low level migration and immigration with occasional spikes.
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#13
(01-02-2024, 08:56 PM)Michalis Moriakos Wrote: I'm getting my backlogged G25 coords done for several papers and I just got to this one. Now I might just wait for the finished paper (since this is just a preprint), but in case anyone can figure this question out easily, I'll go ahead and ask.

The ID's for the following samples are not listed in the tables/spreadsheet/paper anywhere so I can't figure out what they are. I don't know if there's some metadata in the genotype files that reveals anything.

Code:
Blackdeath:CAM003,0.129758,0.125926,0.059962,0.024548,0.037238,0.013666,0.013631,0.007615,0.014112,0.002551,-0.004384,0.013788,-0.005203,-0.020643,0.021308,0.009679,0.012647,0.002534,0.015335,0.010755,-0.000998,-0.00136,-0.002218,0.022895,-0.003233
Blackdeath:CAM008,0.126344,0.132019,0.054305,0.030685,0.040315,0.003068,0.00094,0.006692,0.014317,0.010387,0.002273,-3e-04,-0.017988,-0.011973,0.025244,0.010077,0.000782,0.000253,-0.00264,0.012881,0.001373,0.001855,0.000739,0.017593,-0.002754
Blackdeath:CAM009,0.121791,0.132019,0.05506,0.045866,0.036007,0.018686,0.014571,0.003231,0.008795,0.009112,0.003573,0.007943,0.007136,-0.005092,0.012758,-0.000663,-0.000913,0.006968,0.016969,-0.003877,0.003743,0.004204,0.008011,0.015062,-0.003353
Blackdeath:CAM010,0.112685,0.125926,0.052043,0.036822,0.047393,0.013945,0.004935,-0.000462,0.006136,0.009294,-0.002273,0.006294,-0.011893,-0.003441,0.02158,0.01485,-0.005607,0.003927,0.003142,-0.000375,0.014849,0.003339,0.005546,0.016629,-0.001197
Blackdeath:J-02,0.126344,0.142174,0.062225,0.037468,0.039392,0.009482,0.00141,0.014076,0.011249,0.001822,-0.012666,0.003747,-0.006987,-0.009221,0.018322,0.004375,0.000782,0.004307,0.003142,0.002876,0.005241,0.005193,-0.002342,0.012291,0.007664
Blackdeath:J-10,0.125205,0.133034,0.057322,0.040375,0.0397,0.006414,-0.007755,0.008307,0.013908,-0.004374,-0.003897,0.009591,-0.011447,-0.010735,0.008143,0.016706,0.015907,-0.002914,0.005028,0.005503,-0.004991,-0.000989,0.003697,0.008796,-0.003952
Blackdeath:J-12,0.133173,0.132019,0.062602,0.036822,0.03416,0.017291,0.002115,0.013846,0.016362,0.007472,-0.009094,0.003597,-0.00669,-0.010046,0.014658,-0.007027,-0.016298,0.002027,0.003897,0.003627,-0.000125,0.002597,0.002095,0.013255,0.001078
Blackdeath:J-22,0.12862,0.14319,0.058831,0.044574,0.047086,0.008646,0.002115,0.007384,0.005931,0.004009,-0.001461,-0.00015,-0.011447,-0.006881,0.022937,-0.003713,-0.01356,-0.004814,-0.00264,-0.001751,0.006364,0.00272,0.007025,0.002289,0.008263
Blackdeath:J-23,0.129758,0.140143,0.060716,0.037468,0.041238,0.015339,0.00658,0.003,0.009817,0.002734,-0.015914,0.007343,-0.015907,-0.014726,0.024701,0.019888,0.013169,-0.002407,-0.005656,0.01063,0.000624,0.003957,0.006162,0.011327,-0.003233
Blackdeath:J-27,0.125205,0.137096,0.062602,0.04522,0.042162,0.021196,-0.00047,0.003461,0.000614,0.002187,-0.004872,0.006594,-0.017839,-0.007569,0.022937,-0.005171,-0.014212,-0.00266,-0.003771,0.002876,0.007736,0.002473,-0.006779,0.01217,-0.00455
Blackdeath:J-32,0.127482,0.133034,0.056191,0.039083,0.033852,0.014223,-0.000705,0.003692,0.001432,0.005649,-0.003573,0.003747,-0.013379,-0.007569,0.018458,0.010077,0.008736,0.003421,0.003645,0.004752,0.010731,-0.000371,-0.000739,0.009881,0.001437
Blackdeath:J-42,0.12862,0.146236,0.053928,0.044574,0.035083,0.011156,0.0047,0.015922,0.008795,0.006925,-0.011854,0.009142,-0.003717,-0.01156,0.008958,0.006629,-0.008736,0.0019,-0.007165,0.003377,0.007986,0.002102,0.000863,0.011688,-0.006826
Blackdeath:J-44,0.122929,0.139128,0.060716,0.040375,0.042469,0.00753,0.008695,0.001615,0.002659,0.009659,-0.012991,0.003597,-0.009514,-0.003578,0.014658,0.004243,-0.008605,0.001014,0.001257,-0.005127,0.003494,0.00272,0.000246,0.006868,-0.000838
Blackdeath:J-45,0.120652,0.133034,0.051666,0.040375,0.040931,0.009761,-0.000705,0.005307,0.006136,0.002734,-0.003573,0.002997,-0.008771,-0.009771,0.014251,-0.000796,-0.008345,-0.000253,0.002011,0.005253,0.002995,-0.002226,0.002465,0.001084,0.00479
Blackdeath:J-46,0.126344,0.140143,0.057322,0.049096,0.040007,0.019243,-0.00893,-0.011307,-0.000409,0.018406,-0.006496,0.015886,-0.007879,-0.005367,0.024158,0.007027,0.001434,0.005828,0.015335,0.006378,0.009109,0.009769,-0.002711,0.018677,-0.012813
Blackdeath:J-48,0.117238,0.133034,0.058454,0.048127,0.049855,0.012829,0.002115,0.007615,0.006545,0.000182,-0.002111,0.007493,-0.014569,-0.007019,0.014115,0.004641,-0.005476,0.00114,0.004902,0.006128,0.013102,0.002102,-0.002095,0.006868,-0.00479
Blackdeath:J-51,0.117238,0.140143,0.061848,0.051034,0.041854,0.020359,0.006815,0.004846,0.010226,0.014943,-0.00341,0.012889,-0.007879,-0.012248,0.018322,0.002917,-0.012517,0.002407,-0.000126,0.007504,0.003993,0.000742,0.002095,0.005061,-0.002994
Blackdeath:J-58,0.124067,0.138112,0.056945,0.019057,0.048932,0.011156,0.00658,-0.004154,0.014726,0.004556,-0.012017,0.001798,-0.01442,-0.009083,0.017372,0.025457,-0.012778,0.010388,-0.009679,-0.003377,0.012728,0.004081,-0.01023,0.018195,0.002155
Blackdeath:J-60,0.124067,0.142174,0.047894,0.040052,0.038776,0.023148,0.00893,0.004154,0.001227,0.008018,-0.001137,0.005245,-0.011893,-0.002752,0.017915,-0.00358,-0.005607,0.003927,0.001634,-0.007504,0.009858,-0.00507,-0.010599,0.010845,-0.006107
Blackdeath:J-61,0.120652,0.125926,0.050157,0.032946,0.051086,0.011992,-0.001175,0.006461,0.003477,0.019499,-0.011854,0.007343,-0.014271,-0.013487,0.011265,0.003447,0.008475,-0.003041,0.003268,-0.006753,0.003494,0.002473,-0.007888,0.007832,0.010658
Blackdeath:J-63,0.129758,0.131003,0.05506,0.036822,0.03139,0.020359,-0.00094,0.005077,0.0045,-0.000729,0.000974,0.002548,-0.015312,-0.013212,0.020087,-0.004906,-0.024251,-0.003041,0.00729,0.004877,0.004991,0.001855,0.002958,0.008917,-0.006826
Blackdeath:J-73,0.106994,0.133034,0.050157,0.040375,0.036622,-0.000558,0.00235,-0.002538,0.001023,0.003462,-0.003897,0.018134,-0.012636,-0.00867,0.024837,0.002254,-0.015907,0.004054,0.006411,0.002751,-0.002745,-0.004451,0.008504,0.01699,-0.002874
Blackdeath:J-77,0.1161,0.138112,0.055437,0.050711,0.044624,0.013387,0.003995,0.003692,0.005318,0.005103,-0.009094,0.004496,-0.007136,-0.010872,0.02348,0.011005,0.020992,0.002154,-0.003017,-0.00075,0.006738,0.003957,-0.001109,0.004579,-0.001437
Blackdeath:J-80,0.121791,0.142174,0.056191,0.038437,0.036622,0.005299,-0.00423,0.003461,0.019634,0.011481,-0.008444,0.005245,-0.005946,-0.015276,0.016965,0.006232,-0.002999,0.004307,0.00264,0.006503,-0.004492,0.000247,0.001109,0.021569,-0.000838
Blackdeath:J-83,0.121791,0.129988,0.052797,0.036822,0.03416,0.013666,0.003055,0.014076,-0.003477,0.000729,-0.002923,0.005845,-0.010704,-0.017891,0.02253,0.01432,-0.001173,0.00266,0.005782,-0.002376,0.012478,0.003833,0.003821,0.011086,0.002754
Blackdeath:J-89,0.126344,0.141159,0.058454,0.04199,0.037238,0.011156,-0.00329,0.003923,0.00634,0.011663,0.00406,0.002398,-0.007136,-0.014726,0.011808,0.016706,0.009127,0.004561,0.007542,-0.003627,0.01148,0.010634,0.000863,0.015424,-0.002634
Blackdeath:JDS132,0.121791,0.12491,0.055814,0.036499,0.046162,0.019243,0.000235,0.019845,0.012476,0.004374,-0.00682,3e-04,-0.011001,-0.000963,0.021987,0.01843,-0.005737,0.003294,0.007165,0.001126,0.010357,-0.005935,-0.007148,0.011929,-0.008263
Blackdeath:JDS146,0.130897,0.129988,0.065996,0.03553,0.049548,0.013945,0.00329,0.014076,0.010431,0.005103,0.003248,0.004046,-0.012785,-0.0139,0.016286,0.005967,-0.019036,0.00038,-0.009176,-0.000375,0.011729,0.006801,0.006286,0.001084,0.008143
Blackdeath:JDS155,0.119514,0.133034,0.062225,0.041344,0.04647,0.012271,0.00094,0.002769,0.005318,0.006196,-0.006658,-0.004046,-0.011744,-0.021744,0.03013,0.013392,-0.001304,-0.004054,-0.002137,0.003377,0.009234,-0.004328,0.002465,0.00964,0.011616
Blackdeath:PSN31_J05,0.125205,0.14319,0.058077,0.037468,0.043085,0.006136,0.005405,0.001846,-0.004704,0.006196,-0.002436,0.005095,-0.008028,-0.003578,0.016829,-0.002784,-0.007171,-0.00038,-0.002891,0.009505,0.004367,-0.000371,0.008627,0.011688,-0.000958
Blackdeath:PSN509,0.120652,0.148267,0.042992,0.046835,0.043393,0.008367,0.00282,0.004615,0.008999,-0.007836,0.00065,-0.001049,-0.016353,-0.000413,0.019272,-0.005171,-0.020992,0.007221,0.006159,0.004002,0.006114,0.025596,-0.008751,0.010845,-0.011017
Blackdeath:STI002,0.114961,0.157407,0.053551,0.033269,0.048009,0.011435,0.003525,0.002538,0.007363,0.016401,0.006333,0.013038,-0.010406,-0.018441,0.027416,0.004906,-0.019818,0.009755,0.000503,0.006378,0.011105,0.001113,-0.003697,0.012411,0.001796
Blackdeath:STI005A,0.126344,0.126941,0.059585,0.032946,0.038776,0.015897,-0.001645,-0.004846,0.012885,0.004009,-0.005359,0.002098,-0.012487,-0.005505,0.015201,0.001591,-0.025034,0.012669,0.012067,-0.002751,0.004866,0.009892,-0.010723,0.013737,-0.01413
Blackdeath:STI008A,0.117238,0.142174,0.051666,0.040698,0.042162,0.012829,-0.008225,0.008769,0.00859,-0.00656,-0.000974,0.003147,-0.01115,-0.01968,0.018051,0.012331,0.005215,-0.001394,0.003268,0.000125,-0.002246,0.005812,0.003574,-0.001566,-0.005748

Hello, if you were going to ask if I'd found out about the unattributed samples, then the answer is obviously no, so I'm going to contact the authors and if I get a reply I'll share the details here.
JMcB likes this post
Known ancestry: 58% English, 36% Irish, 6% Welsh
LivingDNA: 60% English, 32% Irish, 8% Welsh
AncestryDNA communities
MyHeritageDNA genetic groups (LivingDNA upload)
Y-DNA (P): Wiltshire at 10 generations. Negative at YSEQ for all discovered SNPs downstream of R-S15663
mtDNA (M): Co. Cork
mtDNA (P): Co. Limerick
Avatar: My great grandmother at St Mary's Church, St Fagans, circa 1930
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#14
That's great. If you still have your G25 coordinates, can you post them here and I'll make you a PCA plot alongside the Medieval Norfolk samples.
JMcB and Capsian20 like this post
Known ancestry: 58% English, 36% Irish, 6% Welsh
LivingDNA: 60% English, 32% Irish, 8% Welsh
AncestryDNA communities
MyHeritageDNA genetic groups (LivingDNA upload)
Y-DNA (P): Wiltshire at 10 generations. Negative at YSEQ for all discovered SNPs downstream of R-S15663
mtDNA (M): Co. Cork
mtDNA (P): Co. Limerick
Avatar: My great grandmother at St Mary's Church, St Fagans, circa 1930
Reply
#15
Somehow I've missed all the BlackDeath activity...  playing catchup.

   
JMcB likes this post
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