North African study

[Gentica277282]

New Insight into the human genetic diversity in North African populations by genotyping of SNPs in DRD3 , CSMD1 and NRG1 genes

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922960/#!po=21.8750

[Abceff]

366 individuals from seven North African populations (Libya, Kairouan, Mehdia, Sousse, Kesra, Smar and Kerkennah)


The data that support the findings of this study are available from the corresponding author upon reasonable request.

Is it possible to get their g25?

[Gentica277282]

Is it possible to get their g25?

I was hoping to find out, I’ll ask Davidski. They would be an interesting addition to the pool

They got modern samples of Tunisians from Phoenician settlement areas

[Abceff]

They got modern samples of Tunisians from Phoenician settlement areas

as in their coordinates?

[Gentica277282]

as in their coordinates?

Their genotype data, but it’s another question if they’ll actually make it public or not. Then Davidski converts it into coordinates

[Gentica277282]

as in their coordinates?

This part interested me

We also showed that the Mahdia and Sousse populations were distinguished from other North African populations by the presence of the GCT and CTCT haplotypes, respectively. The presence of these specific haplotypes could be the result of recombination and mutations or a new flow of genes, which play a major role in genetic diversity and represent an important evolutionary force (Scally, 2016). Our result is comparable to those obtained by the analysis of other genetic markers. Effectively, by analysing SNPs of the COMT gene, Boussetta et al. (2019) suggested that the Sousse population is distinguished from other North African populations. In addition, by analysing seven Alu insertion polymorphisms, Frigi et al. (2014) highlighted a differentiation between Mahdia and the majority of North African populations. This genetic diversity observed in the populations of Sousse and Mahdia could be due to their close geographical location and their common history. In fact, the city of Sousse is located 28 kilometres from that of Mahdia. The two cities occupy a strategic geographical location in the center‐east of Tunisia on the Mediterranean Sea. These two cities have seen the passage of several civilizations such as Phoenicians, Romans, Vandals, Byzantines, Arabs, Spanish, Ottomans, Andalusians, and French who participated in the genetic diversity of North African populations (Favreau, 1995; Norwich, 1992; Pétridès, 1910).

[Gentica277282]

as in their coordinates?

DATA AVAILABILITY STATEMENT

The data that support the findings of this study are available from the corresponding author upon reasonable request.

[Itrane2000]

hello
here are the Kairouan Punic samples


Kerkouane11746_PUNIC-K13-sim_scaled,0.0594,0.1528,0.0027,-0.0658,0.0345,-0.0327,-0.0109,-0.0009,0.0429,0.0424,0.0033,0.0003,-0.0037,-0.0079,-0.0028,-0.006,0.0052,-0.0076,-0.0097,-0.0011,-0.0056,-0.0085,0.0039,-0.0021,0.0027
Kerkouane11749_PUNIC-K13-sim_scaled,0.1029,0.1565,0.0207,-0.0385,0.0408,-0.02,-0.002,-0.0013,0.0231,0.0425,0.0003,0.0075,-0.0114,-0.0049,-0.004,-0.0024,0.0077,-0.0047,-0.0017,-0.0048,-0.0054,-0.0004,0.0027,-0.0001,-0.0004
Kerkouane11751_PUNIC-K13-sim_scaled,0.1119,0.1679,0.006,-0.0669,0.0364,-0.0327,-0.0019,-0.0063,0.0229,0.0581,0.0041,-0.0015,-0.022,-0.0063,-0.0201,0.0052,0.015,-0.0048,0.0141,-0.0077,-0.0014,0.0066,-0.0043,0.0023,-0.0021
Kerkouane11753_PUNIC-K13-sim_scaled,0.117,0.1564,0.0165,-0.0502,0.0437,-0.0248,-0.004,0.0015,0.0256,0.0476,0.0009,0.0006,-0.0108,-0.004,-0.0091,-0.0017,0.0046,-0.0006,0.0067,-0.0013,-0.0005,0.0033,-0.0019,-0.0047,-0.0012
Kerkouane11755_PUNIC-K13-sim_scaled,0.0672,0.1521,0.0105,-0.0486,0.0346,-0.0297,-0.0121,0.0004,0.0396,0.0413,0.0051,0.0029,-0.0062,-0.0068,-0.004,-0.0047,0.0112,-0.0033,-0.0098,-0.0034,-0.0072,-0.0175,0.0067,-0.0017,-0.0006
Kerkouane11759_PUNIC-K13-sim_scaled,-0.0664,0.1365,-0.0042,-0.0725,0.0235,-0.0366,-0.0247,0.0072,0.0685,0.0361,0.0079,-0.0041,0.0187,-0.0204,0.0162,-0.0156,0.0053,-0.0222,-0.0508,0.011,-0.0157,-0.0401,0.0284,-0.008,0.0038
Kerkouane11776_PUNIC-K13-sim_scaled,0.1098,0.1557,-0.0028,-0.0598,0.0294,-0.0277,-0.0028,0,0.0164,0.0453,0.009,0.0089,-0.0072,-0.0036,-0.0145,-0.0025,0.0168,0.0024,0.0031,-0.0036,-0.0052,0.0036,-0.0056,-0.0014,-0.0011
Kerkouane11778_PUNIC-K13-sim_scaled,0.0419,0.153,0.0006,-0.066,0.0285,-0.0327,-0.013,-0.004,0.0408,0.0414,0.0053,-0.0037,-0.0056,-0.0063,-0.0049,-0.0033,0.0083,-0.0106,-0.0109,-0.0043,-0.005,-0.0125,0.0067,-0.0022,0.0026
Kerkouane11790_PUNIC-K13-sim_scaled,0.0832,0.1657,0.0049,-0.0724,0.0371,-0.0353,-0.005,-0.0104,0.0374,0.0667,0.0097,-0.0035,-0.0206,-0.0011,-0.0218,-0.0012,0.0135,-0.0074,0.0048,-0.0114,-0.0009,0.0003,0.0018,-0.0044,0.0005
Kerkouane11780_PUNIC-K13-sim_scaled,0.1246,0.1601,0.0017,-0.0681,0.0318,-0.0313,-0.0019,-0.0007,0.007,0.0401,-0.0015,0.003,-0.0152,-0.0073,-0.0156,-0.0022,0.0096,0.0015,0.013,-0.0043,-0.0052,0.0057,-0.0074,0.0077,-0.0074
Kerkouane11791_PUNIC-K13-sim_scaled,0.0987,0.1548,0.0242,-0.0363,0.0443,-0.0198,-0.0015,0.0025,0.0317,0.046,-0.0004,0.0051,-0.0103,-0.006,-0.0021,-0.0045,0.0046,-0.0026,-0.0052,-0.0032,-0.0019,-0.0044,0.0019,-0.0054,-0.0016
Kerkouane11793_PUNIC-K13-sim_scaled,0.1213,0.1663,0.0281,-0.0483,0.046,-0.0225,0.0033,0.0021,0.0247,0.0502,0.0042,0.0037,-0.0078,0.0022,-0.0237,-0.0065,0.0034,0.0087,0.0099,-0.0113,0.0008,0.009,-0.0081,-0.0145,-0.004

[Mithridates VI Eupator]

Do Berbers, Arabs and Kologlu origins from Northwest Africa differ autosomally? Is there any northern European legacy left by the vandals?

[Abceff]

Do Berbers, Arabs and Kologlu origins from Northwest Africa differ autosomally?

yes, more so in libya and tunisia than algeria and morocco, Overall most arabs have additional arabian and west african in comparison to berbers


Target: Tunisian_Douz
Distance: 1.0399% / 0.01039899
50.2 Berber
37.8 Yemeni_Mahra
12.0 Yoruba

Distance to: Tunisian_Douz
0.05750180 Tunisian_Berber_Matmata
0.07036632 Tunisian_Berber_Zraoua
0.07272027 Tunisian_Berber_Tamezret

Target: Libyan
Distance: 1.3404% / 0.01340376
57.6 Berber
31.0 Yemeni_Mahra
6.4 Yoruba
5.0 Spanish_Andalucia

Distance to: Libyan
0.04384653 Tunisian_Berber_Matmata
0.05025564 Tunisian_Berber_Zraoua
0.05415816 Tunisian_Berber_Tamezret


though there are no coordinates of berbers from libya so its not entirely accurate, judging from my distance to the tunisian berbers i dont think they will be too different


Distance to: abceff_scaled
0.03438459 Tunisian_Berber_Matmata
0.03719672 Tunisian_Berber_Zraoua
0.04239278 Tunisian_Berber_Tamezret

Algerians and moroccans


Target: Algerian
Distance: 0.7960% / 0.00796010
75.4 Berber
11.0 Yemeni_Mahra
8.2 Spanish_Andalucia
5.4 Yoruba

Distance to: Algerian
0.02477553 Mozabite
0.18402734 Yemeni_Mahra
0.20855362 Spanish_Andalucia
0.58926828 Yoruba

Target: Moroccan
Distance: 0.8725% / 0.00872538
81.4 Berber
12.4 Yemeni_Mahra
6.2 Yoruba

Distance to: Moroccan
0.03063043 Mozabite
0.19304636 Yemeni_Mahra
0.22973784 Spanish_Andalucia
0.57441545 Yoruba


as for kouloughlis, I have only seen a few of their results on 23andme, they are similar to the rest of north africans with additional balkan/anatolian and greek

[Gentica277282]

Do Berbers, Arabs and Kologlu origins from Northwest Africa differ autosomally? Is there any northern European legacy left by the vandals?

I’ve seen northern Africans with trace amount of Northern European in there 23 and me results, I get a trace amount of Scandinavian on 23 and me as well

[Itrane2000]

Do Berbers, Arabs and Kologlu origins from Northwest Africa differ autosomally? Is there any northern European legacy left by the vandals?

there is a small difference.
First, Arabs seems more mixed people than Berbers, not only on arabian admixture, but also more Levantine admixture, more European admixture and more sub-saharan admixture.
Besides, some Arabs (south Tunisian Rbaya and Douz) clearly differ from other north africans.
For the last topic, there are no trace of the Vandals, it is hard to separate Vandals admixture from other Europeans (Moriscos, Romans, etc.)

[Itrane2000]

there is a small difference.
First, Arabs seems more mixed people than Berbers, not only on arabian admixture, but also more Levantine admixture, more European admixture and more sub-saharan admixture.
Besides, some Arabs (south Tunisian Rbaya and Douz) clearly differ from other north africans.
For the last topic, there are no trace of the Vandals, it is hard to separate Vandals admixture from other Europeans (Moriscos, Romans, etc.)


here is a model I used to get some admixture, I have added the Emirati modern population as the residual distance was too big for it in the classical model.



Anatolian_farmers:TUR_Barcin_N,0.1175998,0.180118, 0.0035312,-0.101158,0.0510443,-0.0483875,-0.0043582,-0.0069334,0.0362287,0.0807473,0.0079718,0.0118803,-0.0234545,0.0004691,-0.0419807,-0.0101913,0.0233091,0.0019866,0.0136954,-0.0097489,-0.0142249,0.0057723,-0.0041232,-0.0031658,-0.0043437
Anatolian_farmers:TUR_Tepecik_Ciftlik_N,0.108701,0 .1731478,-0.0143308,-0.100534,0.0270818,-0.0402298,-0.0045828,-0.005019,0.02623,0.05745,0.008444,0.0080555,-0.0101832,0.0052298,-0.0352192,-0.0104748,0.0088662,0.0004432,0.005342,-0.0032828,0.0026827,0.0044515,-0.0071795,-0.0038258,-0.0045805
Sub_Saharan: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,-0.0241678,0.002402,0.003308,0.001479,0.0009038,0.0 096995
Sub_Saharan:ETH_4500BP,-0.511066,0.043668,0.000754,0.000969,-0.00277,-0.011435,0.050997,-0.045229,0.089172,-0.087838,-0.012991,-0.002997,-0.031219,0.000688,0.02158,-0.029965,0.027772,0.039273,0.00176,-0.009004,0.000374,0.006183,-0.003451,-0.00241,-0.000838
Sub_Saharan: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
Iranian_Caucasus:IRN_Ganj_Dareh_N,0.0430252,0.0664 158,-0.1550722,0.0047158,-0.122669,0.0235384,0.017109,-0.0011998,-0.082546,-0.0544158,-0.0028258,-0.0016186,0.0044896,-0.0062756,0.0316498,0.0561384,-0.0054242,0.0068664,0.0136508,-0.0334162,0.00856,-0.028836,-0.0110678,-0.039331,0.0222254
Iranian_Caucasus:IRN_Shahr_I_Sokhta_BA2_I8728,0.03 3009,-0.081242,-0.184789,0.125325,-0.09848,0.06777,0.002585,0.007615,0.03661,0.02606,-0.002273,0.010041,-0.005798,0.006744,0.004479,0.001326,0.008605,0.001 267,0.00352,0.001376,0.003743,-0.004946,-0.00037,-0.00253,-0.007305
Iranian_Caucasus:Kura-Araxes_ARM_Kaps,0.1013025,0.133034,-0.07071,-0.043605,-0.0498555,-0.0092035,0.008108,-0.011653,-0.066368,-0.01631,0.0030855,0.011015,-0.019846,0.005849,0.0042075,-0.0102095,-0.0001305,-0.003927,-0.001697,0.0032515,0.003494,-0.000247,-0.0036975,-0.0090975,-0.0030535
Levant:Levant_PPNB,0.072847,0.1639064,-0.0316026,-0.1361132,0.0332986,-0.0645352,-0.0134426,-0.0147684,0.0741604,0.03601,0.0188046,-0.0150764,0.035738,0.0025596,-0.0217696,0.006099,0.0098048,-0.0013176,-0.0047264,0.0188088,-0.001797,0.0071472,0.0008872,-0.0056874,-0.0037602
MAR_Taforalt,-0.189857,0.0814452,-0.0242866,-0.085595,0.027636,-0.0552202,-0.0705968,0.0184146,0.155397,0.003499,0.0209156,-0.0318316,0.0747168,-0.0513334,0.0711988,-0.0363032,0.0052676,-0.066106,-0.1424162,0.0389938,-0.0376836,-0.1255322,0.0730118,-0.0137606,0.0164534
European:WHG,0.1246365,0.116278,0.184789,0.189279, 0.1546445,0.0464355,0.0131605,0.0372675,0.0890705, 0.017768,-0.0153455,-0.015811,0.0159065,-0.0030275,0.053338,0.0582065,0.00502,0.016343,-0.0093015,0.055589,0.0944585,0.0111905,-0.049607,-0.160866,0.0170045
European:Yamnaya_RUS_Samara,0.1255849,0.089028,0.0 426986,0.1153479,-0.0287232,0.0450564,0.0036033,-0.0025642,-0.0559032,-0.0728943,0.0018222,3.32e-05,-0.0026924,-0.0233041,0.0366141,0.0157633,-0.0012316,-0.0017879,-0.0038408,0.0137704,-0.0031749,0.0007557,0.0110649,0.0186102,-0.004537
Sub_Saharan: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
Levant:Levant_JOR_EBA,0.0758823,0.147929,-0.0599623,-0.11402,-0.0056417,-0.0476903,-0.0108887,-0.013307,0.0336783,0.0075323,0.0157517,-0.0196823,0.041526,-0.0008717,-0.0031217,0.0228937,0.0018253,0.0010137,-0.0030583,0.0170917,0.0050743,0.011706,-0.0038617,0.0042577,-0.0071053
Levant:EmiratiA,0.0574806,0.134253,-0.068372,-0.1005501,-0.0198496,-0.0405506,-0.010693,-0.0070151,0.0387368,-0.0049934,0.0144039,-0.0308127,0.0610402,0.0052021,0.0036373,0.0345928,-0.0301316,0.0091217,-0.0026524,0.0320905,0.0171323,0.0177441,-0.0055092,0.0075791,-0.0089573
MAR_Taforalt:MAR_EN:IAM.5,-0.180979,0.091398,-0.018856,-0.090117,0.030159,-0.05773,-0.076848,0.021461,0.154825,-0.001458,0.024521,-0.025178,0.078047,-0.047755,0.07356,-0.034738,0.007171,-0.060811,-0.147695,0.044771,-0.041053,-0.121427,0.083439,-0.007109,0.027782
MAR_Taforalt:MAR_EN:IAM.7,-0.166182,0.092413,-0.032809,-0.077197,0.026466,-0.061635,-0.081784,0.021461,0.145212,0.010205,0.019974,-0.027725,0.072249,-0.04459,0.065146,-0.032882,0.02712,-0.050169,-0.149832,0.023386,-0.035437,-0.114997,0.08196,-0.012773,0.015448
MAR_Taforalt:TAF009,-0.162767,0.07718,-0.024513,-0.079135,0.009848,-0.047969,-0.052877,0.020538,0.13294,0.002005,0.025333,-0.026676,0.057978,-0.052985,0.072882,-0.034076,0.002347,-0.05625,-0.130475,0.04152,-0.026204,-0.120314,0.067909,-0.016508,0.012334
MAR_Taforalt:TAF010,-0.193499,0.083273,-0.03017,-0.088502,0.034776,-0.055499,-0.076378,0.019384,0.163619,0.008565,0.02111,-0.030573,0.07879,-0.046104,0.077496,-0.046141,-0.00665,-0.069805,-0.144176,0.036518,-0.042924,-0.129217,0.07629,-0.015303,0.018322
MAR_Taforalt:TAF011,-0.194638,0.085304,-0.021873,-0.088825,0.026774,-0.059961,-0.072148,0.019845,0.161165,0.002551,0.016564,-0.035818,0.080574,-0.051196,0.066367,-0.037523,0.012126,-0.071199,-0.14493,0.035767,-0.041427,-0.12662,0.068279,-0.011447,0.018441
MAR_Taforalt:TAF013,-0.196914,0.082258,-0.026398,-0.088502,0.032314,-0.057173,-0.074733,0.017768,0.156665,0.002369,0.02111,-0.036717,0.077898,-0.052159,0.072746,-0.038584,0.000913,-0.069552,-0.141285,0.039894,-0.035687,-0.125384,0.075428,-0.011206,0.020477
MAR_Taforalt:TAF014,-0.201467,0.079211,-0.018479,-0.083011,0.034468,-0.055499,-0.076848,0.014538,0.162596,0.002005,0.020461,-0.029374,0.078344,-0.054223,0.066503,-0.025192,0.017602,-0.063724,-0.151215,0.04127,-0.042176,-0.126126,0.077153,-0.014339,0.012693


50327

[Itrane2000]

here is the admixture for Arab World, in the same calculator for average.50334

[Aben Aboo]

here is the admixture for Arab World, in the same calculator for average.50334

What are the % please for Berber, Arab Maghrebi and Jew Maghrebi? thanks

[Itrane2000]

here are the data
50338

[Itrane2000]

I have launched a Kmean with K=4 on the Arab wolrd.
The Maghrebi arabs belong all to the same cluster as Berbers except for Lybian Arabs and South Tunisians Arabs (Rbaya and Douz). This 3 populations belong to the Egypt Cluster.
here is the map.
50343

[Itrane2000]

With K=5
the Maghreb is spilt in 2 clusters (North and South), but both Berbers and Maghrebi Arabs are shared in this 2 clusters. So no significative difference untill now.50344

[Itrane2000]

with K=6 and 7 => no significative difference between berbers and maghrebi arabs.
with K=8 => EUREKA !
I reach a clustering of Berbers and Mahgrebi Arabs in North Africa

There are 4 clusters in Al-Maghreb (Rbaya are not included)
1. Maghrebi Arabs central including Libya and South Tunisian Douz (arabian admixture)
2. Maghrebi Arabs North including Jebala, Fassi, Moriscos and North Tunisia (European admixture)
3. Berber north and costal
4. Berber south and central



50345

[Almodovar]

I can't see the last two pics

[Itrane2000]

I can't see the last two pics

here are the last 2 pics
here are the images

K=8
https://i.ibb.co/R4wCsSR/Arab-world-Kmean8.jpg

K=5
https://i.ibb.co/80cL4xb/Arab-world-Kmean5.jpg

[Aben Aboo]

here are the data
50338

Thank you.

[Itrane2000]

Hello
I have created this new Model for North African and Arab world.
it is 100% based on Kmean analysis on Ancient and modern populations.



Levantine:cluster9,0.0858525192307692,0.1503032384 61538,-0.0542884807692308,-0.0951034153846154,-0.0131478230769231,-0.0353573423076923,-0.00348620769230769,-0.00870603461538462,0.0135719692307692,0.010616684 6153846,0.00810437307692308,-0.00717826538461539,0.0181995423076923,0.003903111 53846154,-0.00871568846153846,0.00557361923076923,-0.00392327307692308,0.00103428846153846,0.00133498 461538462,-0.000926911538461539,0.00120378846153846,0.0038569 5384615385,-0.00351512307692308,-0.00221752307692308,-0.000316588461538462
Europe:South:cluster10,0.1257035625,0.154043125,0. 0297924375,-0.02559775,0.0388341875,-0.013474,-0.0015423125,-0.001427875,0.0150196875,0.0392831875,0.0019385625 ,0.00894525,-0.019363125,-0.003088125,-0.008329875,-0.0026351875,0.006918375,0.0014886875,0.00553075,-0.008707375,-0.003876125,0.0039184375,-0.0027115625,-0.0027565,-0.002844
Sub_Saharan:cluster11,-0.613650333333333,0.0615114333333333,0.01910373333 33333,0.0127291333333333,-5.45666666666666e-05,0.00703993333333333,-0.0285537333333333,0.032691,-0.0198502,0.0072479,0.0018289,0.0035439,0.00818926 666666667,-0.000103533333333333,0.00983706666666667,-0.0116733,0.00958776666666667,-0.00125806666666667,0.00318733333333333,-0.00636723333333333,-7.12666666666667e-05,0.00292896666666667,0.0005502,-0.0013552,0.0001178
Berber:central:cluster13,-0.0550233228928572,0.134507154642857,-0.00577758623214286,-0.0736113990714286,0.02503419775,-0.0370247155357143,-0.0280610677857143,0.00927363115357143,0.069165278 8928571,0.0311449552857143,0.00737801056071428,-0.00662491035,0.0220375428571429,-0.0183626885,0.0190086525,-0.0141261976071429,-0.000647450207142857,-0.02226712525,-0.04788010225,0.0100738025857143,-0.0150439870357143,-0.0413446105714286,0.02647768675,-0.00199593437142857,0.0077120441
Egyptian:cluster16,0.0363250723333333,0.1440192622 22222,-0.0470830892222222,-0.107563657777778,-0.00101955387555556,-0.0424625464444444,-0.0132238147777778,-0.00295852693333333,0.0433523923333333,0.003187680 13,0.00943584511111111,-0.012530239,0.0302938165555556,0.00067617844444444 5,0.000590367011111111,-0.00156778451111111,-0.00879660943,-0.00152467172222222,-0.00456919696666667,0.00863555555555556,0.00664078 451111111,0.00350555387777778,0.000310907407777778 ,0.00342404377777778,-0.00136145791111111
Iranian:cluster17,0.0910162962962963,0.10467474074 0741,-0.0740272592592593,-0.024236962962963,-0.0522033333333333,0.00375981481481482,0.004465074 07407407,-0.00540148148148148,-0.0383444814814815,-0.0198501851851852,0.000523222222222222,-0.00113233333333333,0.00263737037037037,-0.00146277777777778,0.00582092592592593,0.01127507 40740741,-0.00616662962962963,0.00389911111111111,0.00351481 481481482,-0.0109912962962963,-0.00183,-0.00613674074074074,-0.000397185185185185,-0.00519925925925926,0.00612044444444444
Sub_Saharan:cluster18,-0.4120395,0.080227,-0.015085,-0.0437665,0.002308,-0.026913,-0.009753,0.005884,0.107068,-0.086744,-0.016807,0.0037465,-0.018954,0.0026145,0.0211725,-0.0235345,0.014994,-0.00057,0.014581,-0.011693,0.0016225,0.00915,-0.005238,-0.001627,-0.0011375
Turkic:cluster19,0.0280764,-0.3976138,0.04691394,-0.03512086,-0.02205534,-0.01649174,0.00896174,0.01249206,0.0042542,0.00916 026,-0.03150334,-0.0003896,0.0009712,0.00334906,0.00294946,0.005595 2,0.00221654,0.00108114,0.00799426,0.01789206,-0.01168786,-0.00575366,-0.01354894,0.00460286,0.0013412
Europe:cluster21,0.127134523255814,0.1461740790697 67,0.0518068209302326,0.0124515046511628,0.0487143 790697674,0.00208342325581395,-7.46953488372094e-05,0.00317773488372093,0.0181661,0.028958844186046 5,-0.00347688837209302,0.00785572790697674,-0.0158665627906977,-0.00785456976744186,0.00375287674418604,0.00261412 790697674,0.00431117674418605,0.00156003023255814, 0.00364415348837209,-0.000374025581395349,0.00220276976744186,0.0028871 8604651163,-0.00350036279069767,-0.00697196046511628,-0.00201149069767442
Iranian:cluster30,0.0853707826896552,0.09182443834 48276,-0.0603740417931034,-0.0249069334655172,-0.043434055862069,-0.000334913932758621,0.00354581033448276,-0.00461642682758621,-0.0246003273448276,-0.0142395914827586,0.000581452687241379,-0.00188553757275862,0.00509755039655172,-0.000704456627586207,0.00522234867586207,0.0099407 3872413793,-0.00656533046551724,0.00215854264137931,0.00114597 174137931,-0.00666981012758621,0.000629929143896552,-0.0024834699862069,-3.49620531034483e-05,-0.00603428242758621,0.00384712475517241
Turkic:cluster32,0.08563570625,-0.09528125625,0.0490862125,0.04126145625,-0.03820051875,0.00440488125,0.00193990625,0.003583 49375,-0.0147289625,-0.0217219125,-0.0073694,-0.00273860625,0.00383646875,-0.0222413875,0.00917291875,0.00475405,-0.00473366875,-0.00181146875,-0.0019505625,0.00219799375,-0.01316775,0.0026083375,-0.0012895625,0.0008738375,-0.00076754375
Europe:Sardinian:cluster33,0.12207525,0.1673931666 66667,0.0298553333333333,-0.05030725,0.0619858333333333,-0.0219858333333333,-0.00430833333333333,0.002596,0.0426774166666667,0. 077253,5.41666666666667e-05,0.01593575,-0.0282950833333333,-0.0136016666666667,-0.0136850833333333,-0.00225391666666667,0.0125604166666667,-0.000876333333333333,0.00177025,-0.01278725,-0.00139333333333333,-0.000237166666666667,-0.010168,-0.0214185833333333,-0.000129666666666667
Arabian:cluster35,0.0516664474594595,0.14268803,-0.0629650405405405,-0.119863584054054,-0.00774681381351351,-0.0514156261351351,-0.0133858633513513,-0.00990466666486486,0.0568158318378378,-0.00312153603513513,0.0166257297297297,-0.0322146486486487,0.0656424774864865,0.0047637117 1081081,0.00613204504594595,0.0279901261351351,-0.0229324564594595,0.00352863964054054,-0.00250099098918919,0.0301308168108108,0.013722073 5675676,0.016971530027027,-0.00694409309459459,0.00663400750810811,-0.00932757057027027
Arabian:cluster39,0.0621111181818182,0.13521313636 3636,-0.0654870454545455,-0.101984686363636,-0.0172267545454545,-0.0418259363636364,-0.0106235909090909,-0.00664377727272727,0.0415313545454545,-0.00518879090909091,0.0127822227272727,-0.02796785,0.0577926,0.00756791363636364,0.0040702 8636363636,0.0251373090909091,-0.0302911181818182,0.00775685,-0.000846381818181818,0.0244129772727273,0.01214510 45454545,0.0162181409090909,-0.00622791818181818,0.00542164090909091,-0.00890937727272727
North_India:cluster42,0.0683185,0.00062128,-0.10846344,0.06705862,-0.08236066,0.0429648,0.0034183,0.0004738,-0.0198188,-0.01828406,-0.0062644,0.00164212,-0.00113526,-0.0069805,0.00993452,0.01437656,0.00206976,-5.92e-05,-0.0002649,-0.0098076,2.61999999999988e-06,-0.00182716,0.00238056,-0.00529358,0.00403108
Europe:cluster43,0.130660961538462,0.1300378192307 69,0.0678602346153846,0.05666335,0.039619780769230 8,0.0193866615384615,0.00368035,0.0068007230769230 8,0.00606892692307692,-0.00551517692307692,-0.00259504230769231,0.00300341923076923,-0.00597286538461538,-0.00661282307692308,0.0184503846153846,0.005740880 76923077,-0.00824458461538462,0.00277985384615385,0.00110611 538461538,0.00408170769230769,0.00328878076923077, 0.00157983846153846,1.44423076923077e-05,0.00502779615384615,0.000441611538461538
Berber:masmouda:cluster46,-0.0726751703023256,0.134937125348837,-0.00572805124186047,-0.0822930490232558,0.028824078,-0.0366965988837209,-0.0327545839534884,0.00881818258139535,0.083173277 4186046,0.0319894076976744,0.0102039754023256,-0.00940296303953488,0.0272014177906977,-0.0183739821860465,0.0226202135116279,-0.0169291908604651,-0.00151202204186047,-0.0281299574418605,-0.0552663675813953,0.012551608627907,-0.019376644255814,-0.0505664166976744,0.0310945359534884,-0.00438080713488372,0.00876619535348837
Iranian:cluster47,0.0920214615384616,0.10940388461 5385,-0.0625585384615385,-0.0291693846153846,-0.0450852692307692,-0.00136226923076923,0.00319961538461539,-0.00370992307692308,-0.0278703076923077,-0.0138920384615385,0.000712076923076923,2.88076923 076922e-05,0.00396234615384615,-0.00522965384615385,0.00431173076923077,0.01517638 46153846,0.00136415384615385,0.00285046153846154,0 .00461223076923077,-0.00918707692307692,-0.00297065384615385,-0.00470353846153846,0.000772615384615385,-0.00257680769230769,0.00344973076923077
Sub_Saharan:cluster48,-0.576026214285714,0.0545484285714286,0.00215478571 428571,-0.00604471428571429,-0.00261578571428571,-0.00229092857142857,-0.0105252857142857,0.0139116428571429,0.07712,-0.0938125,-0.0198694285714286,0.0225120714285714,-0.0385668571428571,-0.000344214285714286,0.00773614285714286,-0.0160149285714286,0.0184307857142857,-0.011963,0.020408,-0.0188214285714286,-0.000712928571428571,0.00442485714285714,-0.00350364285714286,-0.00347707142857143,0.00394314285714286
Levantine:cluster45,0.0851921794871795,0.141028461 538462,-0.0493931282051282,-0.0732464615384615,-0.0134698717948718,-0.0250930512820513,-0.00192217948717949,-0.00484587179487179,0.000251692307692308,0.0076305 641025641,0.00527966666666667,-0.00400417948717949,0.00916361538461538,-0.000112846153846154,-0.00742279487179487,0.00773102564102564,0.00012030 7692307692,7.78717948717945e-05,0.00301351282051282,-0.00131474358974359,-0.000930948717948718,0.00109074358974359,-0.00206994871794872,0.00115248717948718,0.00109315 384615385