Simple Iron Age Iberian Model
yeah, im here with my ancient iberian model number 2198246 lol
Code:
CZE_Hallsttat_IA_Average,0.12830972727273,0.14180490909091,0.05828218181818,0.02760181818182,0.04817663636364,0.00491854545455,0.00502063636364,0.00537045454545,0.01347990909091,0.01552318181818,-0.00602327272727,0.00189381818182,-0.01023054545455,-0.00784445454545,0.00784718181818,0.00295318181818,0.00130372727273,0.00354736363636,0.00385090909091,0.00228509090909,0.00342572727273,0.00381090909091,-0.00135572727273,-0.00534554545455,0.00103418181818
Iberia_LBA_Average,0.125964,0.14894433333333,0.05242,0.01507333333333,0.06257566666667,-0.000651,0.00172366666667,0.00476866666667,0.02447466666667,0.042218,-0.00687466666667,0.00359666666667,-0.03166466666667,-0.01738633333333,0.00438833333333,0.00707166666667,0.00060833333333,-0.002365,-0.00243,0.001042,0.00894266666667,-0.00506966666667,-0.01483066666667,-0.01229066666667,-0.00387166666667
Berber_IA/MA:Kerkouane_IA,-0.072846629,0.142174118,0.003016937,-0.072352,0.032621693,-0.039618,-0.033605,0.009920714,0.090603272,0.031344596,0.011 363333,-0.0122918,0.026164226,-0.0156883,0.025515125,-0.017369144,0.00013038,-0.0269871,-0.055554828,0.0075,-0.0134748,-0.045256696,0.023296737,-0.014097,0.012337111
East-Central_Med_IA:ITA_Prenestini_tribe_IA_o:RMPR437b,0.118376,0.156392,-0.001131,-0.05168,0.020004,-0.01506,-0.004465,-0.004615,0.002863,0.030069,0.002598,0.007793,-0.012636,-0.002064,-0.012486,0.007027,0.019818,-0.002787,0.000251,-0.001126,-0.000624,0.004699,-0.001602,0.002651,-0.000359
East-Central_Med_IA:Levant_IA_Average,0.08593625,0.15156775,-0.05901925,-0.0983535,-0.01731075,-0.03730175,-0.0055225,-0.0066345,0.01360075,0.00546725,0.010596,-0.01037825,0.02151875,0.00433525,-0.007702,0.00974525,-0.007562,0.002914,0.0070705,-0.00178225,0.0015285,0.00265825,-0.0062855,-0.0011745,-0.0015565
A very basic calculator, i based samples on that study: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6436108/, and in that wiki: https://en.wikipedia.org/wiki/Prehistoric_Iberia
So the samples are based in:
LBA Iberians (Average) as a proxy for the iberians descendants of bell beaker & megalithics, the habitants before the celtic & romans waves, clusters with basques.
Hallsttat IA (Average) as a proxy for the early celts which start to migrate into iberia since ~LBA, but there many waves thats start with Urnfield few waves to a lot of waves coming from Hallsttat culture, also in the Germanic invasors times Suebis and goth prob also left a little some more Celto-germanic ancestry in iberia, these guys clusters with Central-north Frenchs;
Kerkouane IA (Individual) as a proxy for Moors and NA who get in peninsula since CA, Iberian had many esporadic contats with NA but they dont left so much impact since IA where some individuals get over 25% of Magrehbi related ancestry, also in Al-Andalus times soldiers mixed with iberians natives and vice-versa and created a big mix btw the groups, but with the reconquista that Moriscos (who were mostly muslins) were expulsed and replaced by Christians descendants of North Iberians, but still iberians have some NA ancestry, they clusters with Magrebis.
Prenestini_Tribe (Individual) as a proxy for Greek and Romans settlers in Iberia, since IA we see that modern iberians are more East Med shifted than ur Celtiberian ancestors, these occoured by Greek settlements and Romans soldiers who mixed with natives, but impact seens low and varieable bcs its a kinda recent mix, they clusters with South and Central Italians.
Levant IA (Average) as a proxy for Phoenicians who got settlements in iberia , also influenced Tartessos and Iberians since IA, a proxy for some ancient hebrew ancestry (but improbable since a lot of jews were expelled), for some Roman mercenaries and soldiers, the Arab elite of Al Andalus (Who were from Arabia and Levant) and for others traders from ME, they clusters with Samaritans.
OBS: Support samples for Mixed members:
Code:
SSA:West_African_Niger-Congo:Igbo,-0.63058,0.0639785,0.0214955,0.018088,0.001385,0.01 10165,-0.0314915,0.0406135,-0.0452,0.0336225,0.004141,-0.0014235,0.0178395,0.002477,0.0050895,-0.0049725,0.0082795,0.0041805,0.0030795,0.001563,-6.25e-05,0.000371,-0.0025885,0.001145,-0.0024545
SSA:Central-West_African_Niger-Congo:Tikar_South,-0.6283035,0.064486,0.01961,0.0172805,0.000154,0.01 3805,-0.0143355,0.0265375,-0.0338485,0.0219595,0.0061705,-0.003447,0.0026755,-0.001445,-0.000611,0.0035135,0.0001955,-0.00019,0.00044,0.0013755,-0.000811,-0.0014835,-0.001171,-0.001265,-0.0002395
SSA:East_African_Niger-Congo:Luhya_Kenya,-0.5978967,0.063688,0.0171859,0.007106,-1e-07,0.0058569,-0.0145036,0.0188894,0.0045287,-0.0215819,-0.0050573,0.015993,-0.0328754,0.0011991,-0.0304013,0.0267264,-0.0180303,-0.0024431,-0.009948,0.0047167,0.0016934,0.0001946,0.0034157,0 .0039763,0.0006671
SSA:East_African_Nilo-Saharan:Masai,-0.4390726,0.0761646,-0.0113606,-0.0358126,-0.0048085,-0.0186506,-0.0065801,0.0041826,0.0979414,-0.089979,-0.0168479,0.005826,-0.0256252,-0.001187,0.0118755,-0.0181648,0.022915,-0.0056376,0.0184462,-0.0199158,-0.0011699,-0.0001235,-0.0053612,-0.0033435,0.0049845
SSA:East_African_Afro-Asiatic:Ethiopian_Amhara,-0.225939,0.1062921,-0.0355122,-0.0828136,0.000718,-0.0389362,-0.0142315,-0.001064,0.1039208,-0.0634689,-0.0014526,-0.0132382,0.0176081,0.0010857,0.0225899,-0.0128095,0.0076927,0.0021256,0.0060754,0.0024317, 0.0041801,0.006691,-0.0030949,0.0037353,-0.0019691
SSA:Central_African_Hunter-Gatherers:Mbuti,-0.647426,0.0591038,0.0254932,0.0374034,-0.001108,0.0066378,0.3663348,-0.293434,0.0177118,0.02985,-0.0089316,0.2198242,0.1264506,0.0010182,0.010342,-0.0014052,0.0009386,-0.0518664,0.014229,0.003727,0.0061144,-0.0018548,-0.0043878,0.0025304,-0.0006944
SSA:Southern_African_Khoisan:Khomani_San,-0.6220435,0.060424,0.02093,0.030039,-0.0004615,0.000837,0.236773,-0.1823,0.0185095,0.0067425,0.00203,-0.053952,-0.0211845,0.005505,0.018797,-0.0212805,0.029662,0.2623085,-0.0877375,0.001751,-0.0331915,-0.002844,0.0038205,-0.0050005,0.0016765
SSA:Sudan:Sudanese,-0.5779179,0.0545678,0.0030419,-0.0049742,-0.0026261,-0.0019337,-0.0101839,0.0137534,0.0733831,-0.0899031,-0.0188479,0.0219105,-0.0369769,-0.0003396,0.0076185,-0.0156191,0.0180017,-0.0113682,0.0194245,-0.0184254,-0.0006737,0.0046822,-0.0033358,-0.0034782,0.0036403
SSA:Sudan:Dinka,-0.577083,0.0507765,-0.0003773,-0.0075098,-0.0053855,-0.0016735,-0.0176848,0.0204222,0.081145,-0.0969495,-0.02107,0.022742,-0.0383172,-0.0011698,0.0101452,-0.021347,0.0186125,-0.0094382,0.0241968,-0.0241678,0.002402,0.003308,0.001479,0.0009038,0.0096995
SSA:Southern_East_Africa:Luhya,-0.5978967,0.063688,0.0171859,0.007106,-1e-07,0.0058569,-0.0145036,0.0188894,0.0045287,-0.0215819,-0.0050573,0.015993,-0.0328754,0.0011991,-0.0304013,0.0267264,-0.0180303,-0.0024431,-0.009948,0.0047167,0.0016934,0.0001946,0.0034157,0.0039763,0.0006671
SSA:Southern_East_Africa:Masai,-0.4390726,0.0761646,-0.0113606,-0.0358126,-0.0048085,-0.0186506,-0.0065801,0.0041826,0.0979414,-0.089979,-0.0168479,0.005826,-0.0256252,-0.001187,0.0118755,-0.0181648,0.022915,-0.0056376,0.0184462,-0.0199158,-0.0011699,-0.0001235,-0.0053612,-0.0033435,0.0049845
SSA:Southern_East_Africa:Ogiek,-0.4336665,0.0751495,-0.009051,-0.038114,0.004924,-0.018407,0.0010575,-0.0008075,0.0918315,-0.0774505,-0.0107985,0.0077185,-0.0228195,0.0017205,0.0086185,-0.0177005,0.009583,0.002597,0.008799,-0.013819,0.006114,0.003586,-0.003944,-0.003434,0.0011375
SSA:Southern_East_Africa:Luo,-0.6014127,0.0635975,0.0167346,0.0064196,-0.0028466,0.0072162,-0.0118388,0.0153745,0.008232,-0.0269026,-0.007754,0.0122142,-0.0305125,0.0008429,-0.0232082,0.0143361,-0.016461,-0.0026921,-0.0066149,0.0010631,0.0015442,0.0005872,0.0026806,0.001687,-0.001886
SSA:Ethiopian_Eritrea:Ethiopian,-0.2150588,0.1071084,-0.0348282,-0.084854,0.0001992,-0.0398486,-0.0165753,-0.0006107,0.1012874,-0.0604916,-0.0023595,-0.0137788,0.0197631,0.0014491,0.0210207,-0.009445,0.0116041,0.0001937,0.0058561,0.0030456,0.0038535,0.0065244,-0.0030376,0.0030548,-0.0045504
SSA:Ethiopian_Eritrea:Eritrean,-0.204123,0.1079847,-0.0331867,-0.0883943,0.002975,-0.040811,-0.0153537,0.0001537,0.101512,-0.061778,-0.0018403,-0.0108403,0.019871,0.001468,0.0218963,-0.004685,0.007432,-8.47e-05,0.0077933,0.0025843,0.0047837,0.0074193,-0.001972,-0.0003613,-0.0031533
SSA:Somalia:Somali,-0.2966229,0.0934288,-0.0268511,-0.0697357,0.0009541,-0.0340804,-0.020493,0.0057689,0.1153923,-0.0796737,-0.0089475,-0.006669,0.0052179,-0.0016653,0.0247283,-0.0186156,0.0148637,-0.0019764,0.0099803,-0.0038392,0.0005991,0.004946,-0.0027362,-0.0012411,-0.00279
SSA:Somalia:Rendille,-0.334071,0.0903825,-0.026021,-0.0625005,-0.000154,-0.0343035,-0.014806,0.0034615,0.1110565,-0.08474,-0.010149,-0.002623,-0.0026015,-0.0059175,0.023955,-0.0129935,0.022491,-0.0007605,0.0110615,-0.007003,0.008173,0.0062445,-0.000986,0.002289,0.0036525
SSA:Beta_Israel:Ethiopian_Jew,-0.2325787,0.1047688,-0.0335008,-0.0824188,0.0011285,-0.0398813,-0.0131997,-0.0005383,0.108091,-0.0688548,-0.0024087,-0.0126887,0.0177897,-0.0003442,0.0225293,-0.0118668,0.0095613,0.0013513,0.0050698,0.0022718,0.0065717,0.0110462,-0.0041493,0.0030927,-0.0013773
SSA:West_Africa:Mende,-0.6226124,0.064486,0.022863,0.0170382,0.0029622,0.009273,-0.0229135,0.0268834,-0.0388084,0.0279276,0.0057446,-0.0050392,0.0177835,0.0005161,0.0102468,-0.0072759,0.0094202,0.0066352,0.001037,-0.0003909,0.0030572,0.0013138,-0.003374,-0.0002561,-0.0001798
SSA:West_Africa:Fulani,-0.389844,0.0939365,0.007731,-0.033269,0.013387,-0.0143625,-0.0412445,0.0317295,0.0236225,0.022871,0.0057645,-0.0074185,0.0227455,-0.009427,0.019408,-0.0189605,0.004629,-0.0175465,-0.0277165,0.006003,-0.010856,-0.02269,0.017008,0.000723,0.003712
SSA:West_African:Gambian,-0.6064875,0.0671942,0.0197362,0.0114665,0.0021028,0.0055777,-0.0358392,0.0387677,-0.0317353,0.0241463,0.0054132,-0.0036467,0.0162287,-0.0009865,0.011016,-0.0153362,0.009692,-0.0011823,-0.002116,-0.0032307,-0.001643,-0.0018137,0.0043958,-0.0001005,0.001377
SSA:West_African:Mandenka,-0.6074993,0.0638654,0.0182693,0.0106949,-0.0002223,0.0090486,-0.0379544,0.0385626,-0.0308035,0.0258573,0.0050792,-0.001224,0.0194993,-0.0009938,0.0165353,-0.0121246,0.0109161,-0.0002674,-0.0019414,-0.0022025,-0.0017954,-0.0056467,0.0005958,-0.0010042,0.0014968
SSA:West_African:Lemande,-0.626027,0.0634705,0.0167815,0.018088,-0.0006155,0.0114345,-0.025851,0.0289605,-0.0362005,0.0217775,0.003085,-0.002698,0.0010405,0.0013765,-0.0012215,-0.001326,-0.004759,-0.0013305,-0.00044,0.0005625,0.001123,-0.0009895,-0.004129,-0.0005425,-0.0003595
SSA:Nigeria:Yoruba,-0.6300625,0.0625011,0.022113,0.0167079,0.0005035,0.0124741,-0.044417,0.0477673,-0.0488813,0.0327694,0.0046205,0.0007904,0.0230561,0.0009509,0.0125232,-0.0096067,0.0070763,0.0004491,0.006022,-0.00299,0.0015542,0.0023156,-0.0017592,-0.0004711,-0.0004246
SSA:Nigeria:Igbo,-0.63058,0.0639785,0.0214955,0.018088,0.001385,0.0110165,-0.0314915,0.0406135,-0.0452,0.0336225,0.004141,-0.0014235,0.0178395,0.002477,0.0050895,-0.0049725,0.0082795,0.0041805,0.0030795,0.001563,-6.25e-05,0.000371,-0.0025885,0.001145,-0.0024545
SSA:Central_Africa:Kongo,-0.628304,0.064994,0.020365,0.017442,-0.000615,0.016176,-0.016451,0.020076,-0.033746,0.020228,0.008607,-0.003147,-0.001933,0.001514,-0.006786,0.00769,-0.009648,0.00114,0.001257,0.003502,-0.002496,-0.000989,0.001109,-0.001084,-0.006826
SSA:Central_Africa:Nyaneka,-0.6262898,0.0636658,0.0210025,0.0169202,-0.000213,0.0095253,-0.0095993,0.0182299,-0.031544,0.0147751,0.0016237,-0.0015793,-0.003625,0.0006881,-0.0091142,0.0065684,-0.0032295,0.0092969,-0.0059465,0.0045695,0.0008926,-0.0006943,0.0010713,-0.0002873,0.0004973
SSA:Central_Africa:Bantu,-0.6222873,0.0658643,0.018425,0.0160116,0.0006156,0.0075699,0.0014437,0.0089336,-0.0274354,0.0172863,0.0028534,-0.0046459,-0.0030369,0.001966,-0.0051573,0.004887,-0.0033901,0.0217903,-0.0106846,0.0037876,-0.0011764,0.0004591,0.0014964,0.0002411,-0.0005471
SSA:South_Africa:Ju_hoan_North,-0.616466,0.0601194,0.0211942,0.028424,0.0025852,-0.0038486,0.2541404,-0.199192,0.0240112,0.007909,0.0032478,-0.0723558,-0.0255104,0.00867,0.0283928,-0.0321662,0.0461558,0.4102178,-0.1364076,0.003877,-0.0556018,-0.0051686,0.0126206,-0.0044826,0.0028978
SSA:South_Africa:Ronga,-0.6309593,0.0633013,0.021622,0.016473,-0.0004103,0.0092033,-0.008617,0.019307,-0.0251563,0.0139713,0.004655,0.002248,-0.0083747,-0.0009177,-0.0148387,0.0125957,-0.0138643,0.014696,-0.00838,0.0042103,-0.0007487,-0.0053173,0.0023827,0.0022893,0.002315
SSA:Southern_African_Niger-Congo:Bantu_S.E.,-0.6293153,0.0637527,0.0201969,0.0178368,-0.0011624,0.0094514,0.0293503,-0.0129994,-0.0214296,0.0114607,0.0024178,-0.007793,-0.0111991,0.0022937,-0.009817,0.0063643,-0.0051864,0.0603178,-0.0249161,0.0034739,-0.0041872,-0.0009891,0.0023414,0.0010041,-0.0004392
Native_American:Amazonian:Bolivian_LaPaz,0.0569113,-0.3026277,0.1164047,0.09044,-0.1144827,-0.017663,-0.291883,-0.3513703,-0.008999,-0.0103267,-0.004655,-0.0029473,0.001883,0.021469,-0.011853,0.0057457,0.006041,-0.0054053,-0.0009217,0.0004583,-0.0022043,0.0051937,-0.0027527,-0.0008433,-0.002355
Native_American:Mesoamerica:Mixtec,0.053269,-0.297144,0.113438,0.0916674,-0.100634,-0.0186854,-0.26904,-0.3211248,-0.0127624,-0.0145788,-0.005359,-0.005665,-0.0002082,0.016157,-0.0084688,0.0017236,0.005085,0.001799,0.001986,-0.0010006,-0.002945,0.0065288,-0.0007396,-0.0024822,-0.0013172
Native_American:Indigenous_North_America:Amerindian_North,0.052927 8,-0.328016,0.1120048,0.0774392,-0.1061738,-0.0184068,-0.1983488,-0.2347978,-0.0037325,-0.020137,0.0082817,-0.0034098,0.0063925,6.87e-05,-0.0151328,-0.004508,-0.0005215,0.0032622,0.0115015,0.0073472,0.0038682,-0.0107578,0.0027115,0.0062055,0.0092805
Native_American:North_Amerindian:Amerindian_North,0.0529278,-0.328016,0.1120048,0.0774392,-0.1061738,-0.0184068,-0.1983488,-0.2347978,-0.0037325,-0.020137,0.0082817,-0.0034098,0.0063925,6.87e-05,-0.0151328,-0.004508,-0.0005215,0.0032622,0.0115015,0.0073472,0.0038682,-0.0107578,0.0027115,0.0062055,0.0092805
Native_American:North_Amerindian:Cree,0.0756925,-0.1888885,0.0967315,0.0625005,-0.070321,-0.0097615,-0.1505245,-0.1773385,-0.0039885,-0.014943,0.0010555,-0.0019485,0.003791,0.0021335,-0.007668,0.00358,0.0076925,0.0022805,0.0035825,0.0060655,-0.0053035,-0.0052555,0.006902,0.009459,-0.0002995
Native_American:Central_Amerindian:Nahua,0.056912,-0.304659,0.109742,0.089471,-0.106789,-0.012271,-0.272377,-0.320756,-0.013703,-0.016037,-0.007632,-0.000899,-0.000297,0.018029,-0.004479,0.012994,0.003129,0.001647,0.003142,-0.003377,-0.005989,0.004822,-0.00419,0.00253,0.00491
Native_American:Central_Amerindian:Mayan,0.056749,-0.2949387,0.1107659,0.0902554,-0.1048547,-0.0156974,-0.2758356,-0.3286347,-0.0140829,-0.0160369,-0.0017167,-0.0010061,0.001083,0.0199947,-0.008783,0.0037504,0.0079163,-0.0009773,-0.0013466,-0.0019474,-0.0026024,0.0056176,0.0010037,3.44e-05,0.0003594
Native_American:Central_Amerindian:Mixtec,0.053269,-0.297144,0.113438,0.0916674,-0.100634,-0.0186854,-0.26904,-0.3211248,-0.0127624,-0.0145788,-0.005359,-0.005665,-0.0002082,0.016157,-0.0084688,0.0017236,0.005085,0.001799,0.001986,-0.0010006,-0.002945,0.0065288,-0.0007396,-0.0024822,-0.0013172
Native_American:South_Amerindian:Piapoco,0.051505,-0.3198918,0.1202072,0.1010992,-0.1114825,-0.0145022,-0.3067478,-0.3651772,-0.0103795,-0.0158545,-0.0044252,0.0013487,0.0005578,0.024772,-0.0045465,0.0039445,0.0079208,-0.0032305,-0.0001885,-0.0016257,-0.002059,0.006275,-0.0041288,-0.0016568,-0.0058078
Native_American:South_Amerindian:Karitiana,0.0588087,-0.320061,0.1183532,0.1083675,-0.1136622,-0.0136192,-0.3230612,-0.382484,-0.0153735,-0.017343,0.0009473,-0.0026975,-0.0016352,0.0273182,-0.0045692,0.0044197,0.0110175,0.002597,0.0001047,-0.0003543,-0.0055318,0.010902,-0.005546,-0.0025303,-0.0067858
Native_American:South_Amerindian:Aymara,0.056912,-0.312783,0.11917,0.093024,-0.114791,-0.014502,-0.301519,-0.359293,-0.009613,-0.016401,-0.000325,0.000899,-0.004608,0.023121,-0.013572,0.003447,0.00691,0.000253,-0.00176,0.002501,-0.001497,0.004081,0.003697,0.000361,-0.007544
Native_American:Indigenous_South_America:Quechua,0.0562288,-0.2695216,0.1110998,0.0874684,-0.0968796,-0.0169564,-0.2738812,-0.327263,-0.0112896,-0.0123918,-0.0040272,-0.0020084,-0.0024382,0.0219372,-0.0036644,0.0082206,0.0077446,-0.0018244,-2.52e-05,0.0004252,-0.0010732,0.0092244,0.0004682,0.0035186,-0.0021556
Well, use that basic explanation to interpret ur results and u can read the article and the wiki which contains a lot of good information, and for finish some tests:
https://i.imgur.com/JUyYw1Y.png
https://i.imgur.com/VQVYg80.png
Have fun guys!
OBS: I AM USING 3 AVERAGES SO THE DISTANCES CAN BE KINDA HIGH (3 - 1) BUT WITH A LOT OF INDIVIDUALS A GROUP CAN BE REPRESENTED WITH WRONG SAMPLES AND/OR OVERLAP WITH OTHERS GROUPS
