My results and shares

[Mulay 'Abdullah]

I hope I could get some answers to my questions for the Germany Lech MBA sample.
Apart from that, with a more substantial datasheet than the official one, with datation and DNA coverage of the samples, some results with ancient individuals, link of the datasheet, thanks to @Ajeje :

https://www.dropbox.com/scl/fi/0q39lrsyn...o&e=4&dl=0

Code:

Distance: 0.6666% / 0.00666551 | ADC: 0.25x RC
18.0    Germany_Lech_MBA
16.4    Portugal_MonteDaNora_LateRoman.SG
11.0    CanaryIslands_Guanche
10.2    Spain_Islamic
8.0    Croatia_MBA
7.4    England_EastYorkshire_MIA_LIA_low_res
7.4    England_EIA
6.4    England_Blackdeath_Post-Later_Medieval
5.4    Germany_Ellwangen_Plague_EarlyModern
4.0    England_EIA_low_res
2.4    Hungary_Balatonszemes_EMA
1.6    Spain_Roman_oMixed
1.2    USA_MD_Catoctin_Furnace_Africa
0.6    Germany_MA_Erfurt2

Distance: 0.0123% / 0.01228131 | R2P
54.9 Spain_Visigoth_Granada
45.1 England_EIA

Distance: 0.8027% / 0.00802737 | R3P
56.4 England_Blackdeath_Later_Medieval
24.8 CanaryIslands_Guanche
18.8 Romania_Boian_LN

Distance: 0.6086% / 0.00608597 | R4P
51.6 Faroes_EM
22.0 CanaryIslands_Guanche
18.2 Switzerland_LN
8.2 Turkey_Ikiztepe_LC

Distance: 0.4879% / 0.00487912 | R5P
49.8 Faroes_EM
21.4 CanaryIslands_Guanche
10.6 Romania_Boian_LN
10.0 Spain_C
8.2 Turkey_Ikiztepe_LC

Code:

Distance to:    
0.03377635    Spain_Islamic:I12514__AD_1096__Cov_43.70%
0.03450635    Spain_Medieval:I10895__AD_912__Cov_53.79%
0.03495705    Portugal_Miroico_LateRoman.SG:R10500.SG__AD_425__Cov_50.99%
0.03518741    Portugal_MonteDaNora_LateRoman.SG:R10494.SG__AD_772__Cov_84.49%
0.03668957    Portugal_Miroico_LateRoman.SG:R10502.SG__AD_425__Cov_69.69%
0.03710568    Portugal_Miroico_LateRoman.SG:R10501.SG__AD_425__Cov_61.96%
0.03827361    Spain_Roman_oMixed:I10866__AD_3__Cov_69.41%
0.03882182    Spain_Islamic_Zira:I7498__AD_1050__Cov_63.60%
0.03915900    Spain_Islamic:I12515__AD_1200__Cov_50.03%
0.04092333    Mexico_Colonial_European:I8558__AD_1610__Cov_71.83%

With chebyshev:

Code:

Target:
Chebyshev distance: 0.4010% / 0.00400985 | ADC: 0.25x RC
17.2    Germany_Lech_MBA
17.2    Spain_Islamic
16.0    Portugal_Miroico_LateRoman.SG
9.2    Spain_Roman_oMixed
8.6    Spain_Visigoth_Granada
5.0    Croatia_Gornji
4.4    Denmark_Sealand_VA
4.4    Portugal_MonteDaNora_LateRoman.SG
4.0    Serbia_TimacumKuline
2.6    France_Le_Piage_Solutrean
2.4    Germany_AltInden_Saxon_EMedieval
2.4    Germany_MA_Erfurt2
1.6    Sudan_MA_Kulubnarti
1.2    Italy_Torino_EMA
1.0    USA_MD_Catoctin_Furnace_Africa
0.8    Portugal_Conimbriga_Roman.SG
0.6    Spain_Islamic_Zira
0.4    Bulgaria_MalakPreslavets_N
0.4    Poland_Niemcza_MA_oBalkans
0.2    Germany_SouthernGermany_Singen_IA
0.2    Hungary_IA_Scythian.SG
0.2    Spain_Navarra_EIA

Chebyshev distance: 0.2867% / 0.00286742 | R3P
54.0 Faroes_EM
23.6 Romania_Boian_LN
22.4 CanaryIslands_Guanche

Chebyshev distance: 0.2430% / 0.00243024 | R4P
39.4 England_MIA
21.0 CanaryIslands_Guanche
21.0 England_Blackdeath_Post-Later_Medieval
18.6 Romania_Boian_LN

Chebyshev distance: 0.2229% / 0.00222888 | R5P
44.8 Faroes_EM
22.2 CanaryIslands_Guanche
17.8 Greece_Crete_EMBA
8.0 Scotland_N_lowEEF
7.2 Hungary_Füzesabony_MBA

Edit: Well, i got a better fit for 5RP with chebyshev

Chebyshev distance: 0.2187% / 0.00218732 | R5P
30.6 Faroes_EM
20.6 England_Blackdeath_Post-Later_Medieval
18.2 CanaryIslands_Guanche
15.6 Romania_Gumelnița_En
15.0 Spain_Visigoth_Granada

Code:

Chebyshev dist:
0.01431300    Spain_Visigoth_Granada:I3585__AD_755__Cov_62.70%
0.01479700    Portugal_Miroico_LateRoman.SG:R10501.SG__AD_425__Cov_61.96%
0.01479700    Portugal_Miroico_LateRoman.SG:R10502.SG__AD_425__Cov_69.69%
0.01679000    Spain_Islamic:I12514__AD_1096__Cov_43.70%
0.01707300    Portugal_Miroico_LateRoman.SG:R10500.SG__AD_425__Cov_50.99%
0.01711900    Spain_Islamic:I12515__AD_1200__Cov_50.03%
0.01747800    Spain_Roman_oMixed:I10866__AD_3__Cov_69.41%
0.01747800    Portugal_Miroico_LateRoman.SG:R10507.SG__AD_425__Cov_48.16%
0.01799300    Portugal_Miroico_LateRoman.SG:R10506.SG__AD_425__Cov_75.60%
0.01810200    Spain_Islamic_Zira:I7498__AD_1050__Cov_63.60%

I can't to have 2 Way results because the datasheet is very huge and it crashes even with this link, with this tool:

https://output.jsbin.com/gojecoh

How to do? do you have an alternative solution? I also thought about the G25 studio software from DNA Genics that I had bought before with the mixed mode 2 populations, but it crashes

For comparison, with official ancient individuals:

Code:

Distance: 0.9253% / 0.00925308 | ADC: 0.25x RC
20.8    Spain_Visigoth_Granada
17.0    England_EIA
16.2    Spain_Islamic
11.8    France_GrandEst_IA2
11.6    Portugal_MonteDaNora_LateRoman.SG
8.6    Germany_Lech_MBA
6.8    England_Saxon_oAfrica.SG
5.6    Slovakia_LIA_LaTene
1.4    Russia_Viking.SG
0.2    Sweden_Viking.SG

Distance: 0.0123% / 0.01228131 | R2P
41.8 England_EIA:I16600
32.3 Spain_Visigoth_Granada:I3576
22.6 Spain_Visigoth_Granada:I3575
2.1 England_EIA:I19287
0.6 England_EIA:I12783
0.4 England_EIA:I14747
0.2 England_EIA:I16612

Distance: 0.9428% / 0.00942756 | R3P
48.4 Sweden_Viking.SG
32.0 Italy_Tuscany_Grosseto_Etruscan
19.6 CanaryIslands_Guanche.SG

Distance: 0.6827% / 0.00682655 | R4P
32.4 England_EIA
28.2 Poland_Weklice_WielbarkCulture_Roman.SG
20.0 CanaryIslands_Guanche.SG
19.4 Germany_EN_LBK

Distance: 0.5213% / 0.00521314 | R5P
33.2 Poland_Weklice_WielbarkCulture_Roman.SG
19.8 CanaryIslands_Guanche.SG
19.8 England_EIA
15.8 Scotland_N_mediumlowEEF
11.4 Turkey_Ikiztepe_LateC

Code:

0.03377635    Spain_Islamic:I12514
0.03450635    Spain_Medieval:I10895
0.03495705    Portugal_Miroico_LateRoman.SG:R10500.SG
0.03518741    Portugal_MonteDaNora_LateRoman.SG:R10494.SG
0.03668957    Portugal_Miroico_LateRoman.SG:R10502.SG
0.03710568    Portugal_Miroico_LateRoman.SG:R10501.SG
0.03827361    Spain_Roman_oMixed:I10866
0.03882182    Spain_Islamic_Zira:I7498
0.03915900    Spain_Islamic:I12515
0.04092333    Mexico_Colonial_European:I8558

Chebyshev:

Code:

Chebyshev distance: 0.4413% / 0.00441318 | ADC: 0.25x RC
19.0    Germany_Lech_MBA
14.4    Portugal_Miroico_LateRoman.SG
13.6    Spain_Islamic
10.2    Spain_Visigoth_Granada
9.0    Spain_Roman_oMixed
7.0    Germany_EMedieval_Alemanic_SEurope
5.6    Macedonia_Medieval
5.0    England_MIA_LIA
3.8    Portugal_MonteDaNora_LateRoman.SG
2.6    Hungary_Conqueror_Commoner
2.4    Spain_Islamic_Almohade
2.2    Spain_Islamic_Zira
2.0    Czech_EBA_Unetice
1.2    Sudan_EarlyChristian_S
1.0    Botswana_Xaro_EIA
0.8    Hungary_Conqueror_Elite
0.2    Hungary_MidAvar

Chebyshev distance: 0.3675% / 0.00367493 | R3P
63.0 Denmark_Viking.SG
19.4 CanaryIslands_Guanche.SG
17.6 Germany_EN_LBK

Chebyshev distance: 0.2841% / 0.00284100 | R4P
50.4 England_Saxon.SG
19.0 CanaryIslands_Guanche.SG
18.0 Bulgaria_EIA
12.6 Ireland_MN.SG

Chebyshev distance: 0.2230% / 0.00223031 | R5P
32.2 England_EIA
20.4 Spain_Visigoth_Granada
20.2 Poland_Weklice_WielbarkCulture_Roman.SG
13.6 CanaryIslands_Guanche.SG
13.6 Romania_C_Bodrogkeresztur

Code:

Chebyshev dist:    
0.01431300    Spain_Visigoth_Granada:I3585
0.01479700    Portugal_Miroico_LateRoman.SG:R10501.SG
0.01479700    Portugal_Miroico_LateRoman.SG:R10502.SG
0.01679000    Spain_Islamic:I12514
0.01707300    Portugal_Miroico_LateRoman.SG:R10500.SG
0.01711900    Spain_Islamic:I12515
0.01747800    Portugal_Miroico_LateRoman.SG:R10507.SG
0.01747800    Spain_Roman_oMixed:I10866
0.01799300    Portugal_Miroico_LateRoman.SG:R10506.SG
0.01810200    Spain_Islamic_Zira:I7498

2 WAY:

26.6 million models (164.5 s):
0.01540 scaled = 66% England_EIA:I16600 + 34% Italy_Imperial_oAfrica.SG:R132.SG
0.01604 scaled = 64% England_EIA:I16600 + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01612 scaled = 77% Sweden_Viking.SG:VK350_noUDG.SG + 23% Austria_Ovilava_Roman_oAfrica.SG:R10667.SG
0.01662 scaled = 77% Italy_North_EarlyMedieval_Langobards_2:CL63 + 23% Spain_BellBeaker_oAfrica:I4246
0.01678 scaled = 55% Spain_Visigoth_Granada:I3576 + 45% England_EIA:I16600
0.01695 scaled = 64% Germany_AltInden_Saxon_EMedieval:IND002.A_noUDG + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01719 scaled = 77% Czech_IA_LaTene:I17143 + 23% CanaryIslands_Guanche.SG:gun011_noUDG.SG
0.01737 scaled = 80% Sweden_Viking.SG:VK350_noUDG.SG + 20% Spain_BellBeaker_oAfrica:I4246
0.01770 scaled = 81% Sweden_Viking.SG:VK350_noUDG.SG + 19% CanaryIslands_Guanche.SG:gun012_noUDG.SG
0.01785 scaled = 60% England_MIA_LIA:I19854 + 40% Tunisia_Punic_oAfrica2.SG:R11778.SG

[Mulay 'Abdullah]

I hope I could get some answers to my questions for the Germany Lech MBA sample.
Apart from that, with a more substantial datasheet than the official one, with datation and DNA coverage of the samples, some results with ancient individuals, link of the datasheet, thanks to @Ajeje :

https://www.dropbox.com/scl/fi/0q39lrsyn...o&e=4&dl=0

I can't to have 2 Way results because the datasheet is very huge and it crashes even with this link, with this tool:

https://output.jsbin.com/gojecoh

How to do? do you have an alternative solution? I also thought about the G25 studio software from DNA Genics that I had bought before with the mixed mode 2 populations, but it crashes

Nice, finally I have also 2 Way results for this:

47.5 million models (285.4 s):
0.01540 scaled = 66% England_EIA:I16600__BC_446__Cov_22.12% + 34% Italy_Imperial_oAfrica.SG:R132.SG__AD_280__Cov_80.47%
0.01604 scaled = 64% England_EIA:I16600__BC_446__Cov_22.12% + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG__BC_583__Cov_51.03%
0.01612 scaled = 77% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 23% Austria_Ovilava_Roman_oAfrica.SG:R10667.SG__AD_170__Cov_83.40%
0.01662 scaled = 77% Italy_North_EarlyMedieval_Langobards_2:CL63__AD_605__Cov_74.05% + 23% Spain_BellBeaker_oAfrica:I4246__BC_2259__Cov_59.20%
0.01678 scaled = 55% Spain_Visigoth_Granada:I3576__AD_482__Cov_70.24% + 45% England_EIA:I16600__BC_446__Cov_22.12%
0.01678 scaled = 76% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 24% Canary_Islands_Guanche:CAN.014__AD_330__Cov_74.93%
0.01680 scaled = 79% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 21% Canary_Islands_Guanche:CAN.002__AD_1385__Cov_29.84%
0.01680 scaled = 76% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 24% Canary_Islands_Guanche:CAN.027__AD_884__Cov_29.08%
0.01686 scaled = 79% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 21% Canary_Islands_Guanche:CAN.027__AD_884__Cov_29.08%
0.01695 scaled = 64% Germany_AltInden_Saxon_EMedieval:IND002.A_noUDG__AD_600__Cov_79.29% + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG__BC_583__Cov_51.03%
0.01719 scaled = 77% Czech_IA_LaTene:I17143__BC_270__Cov_39.12% + 23% CanaryIslands_Guanche.SG:gun011_noUDG.SG__AD_813__Cov_91.59%
0.01723 scaled = 73% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 27% Canary_Islands_Guanche:CAN.014__AD_330__Cov_74.93%
0.01728 scaled = 50% Tunisia_Punic_oAfrica2.SG:R11755.SG__BC_583__Cov_49.19% + 50% England_Saxon_Kent:BUK020__AD_600__Cov_47.81%
0.01734 scaled = 76% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 24% Canary_Islands_Guanche:CAN.002__AD_1385__Cov_29.84%
0.01737 scaled = 80% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 20% Spain_BellBeaker_oAfrica:I4246__BC_2259__Cov_59.20%
0.01737 scaled = 75% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 25% Canary_Islands_Guanche:CAN.011__AD_1327__Cov_17.65%
0.01741 scaled = 77% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 23% Spain_BellBeaker_oAfrica:I4246__BC_2259__Cov_59.20%
0.01744 scaled = 79% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 21% Tunisia_Punic_oAfrica1.SG:R11759.SG__BC_641__Cov_57.02%
0.01746 scaled = 77% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 23% Canary_Islands_Guanche:CAN.008__AD_1368__Cov_95.28%
0.01749 scaled = 51% England_Saxon_Kent:BUK059__AD_485__Cov_56.51% + 49% Tunisia_Punic_oAfrica2.SG:R11755.SG__BC_583__Cov_49.19%
0.01750 scaled = 74% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 26% Canary_Islands_Guanche:CAN.005__AD_1330__Cov_97.20%
0.01757 scaled = 78% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 22% Canary_Islands_Guanche:CAN.001__AD_1330__Cov_93.49%
0.01760 scaled = 81% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 19% Italy_Sardinia_N_oAfrica:I15940__BC_2253__Cov_45.71%
0.01760 scaled = 76% Sweden_Viking.SG:VK350_noUDG.SG__AD_816__Cov_70.86% + 24% Canary_Islands_Guanche:CAN.017__AD_404__Cov_98.51%
0.01767 scaled = 72% FRA_GrandEst_IA:GDF1341__BC_400__Cov_45.30% + 28% Canary_Islands_Guanche:CAN.011__AD_1327__Cov_17.65%



Comparison with official:

26.6 million models (6.9 s):
0.01540 scaled = 66% England_EIA:I16600 + 34% Italy_Imperial_oAfrica.SG:R132.SG
0.01604 scaled = 64% England_EIA:I16600 + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01612 scaled = 77% Sweden_Viking.SG:VK350_noUDG.SG + 23% Austria_Ovilava_Roman_oAfrica.SG:R10667.SG
0.01662 scaled = 77% Italy_North_EarlyMedieval_Langobards_2:CL63 + 23% Spain_BellBeaker_oAfrica:I4246
0.01678 scaled = 55% Spain_Visigoth_Granada:I3576 + 45% England_EIA:I16600
0.01695 scaled = 64% Germany_AltInden_Saxon_EMedieval:IND002.A_noUDG + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01719 scaled = 77% Czech_IA_LaTene:I17143 + 23% CanaryIslands_Guanche.SG:gun011_noUDG.SG
0.01737 scaled = 80% Sweden_Viking.SG:VK350_noUDG.SG + 20% Spain_BellBeaker_oAfrica:I4246
0.01770 scaled = 81% Sweden_Viking.SG:VK350_noUDG.SG + 19% CanaryIslands_Guanche.SG:gun012_noUDG.SG
0.01785 scaled = 60% England_MIA_LIA:I19854 + 40% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01822 scaled = 64% England_MIA:I19911 + 36% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01823 scaled = 81% Sweden_Viking.SG:VK350_noUDG.SG + 19% CanaryIslands_Guanche.SG:gun002_noUDG.SG
0.01825 scaled = 51% Tunisia_Punic_oAfrica2.SG:R11755.SG + 49% Greenland_EarlyNorse.SG:VK184_noUDG.SG
0.01827 scaled = 63% Germany_Drantum_Saxon_MedievalRU018.A_noUDG + 37% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01839 scaled = 58% Czech_EBA_Unetice:KNE003 + 42% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01845 scaled = 62% England_Saxon:HAD018_noUDG + 38% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01849 scaled = 54% Tunisia_Punic_oAfrica2.SG:R11755.SG + 46% Poland_Weklice_WielbarkCulture_Roman.SG:R11391.SG
0.01853 scaled = 65% England_MIA:I19911 + 35% Italy_Imperial_oAfrica.SG:R132.SG
0.01857 scaled = 59% England_Viking.SG:VK257_noUDG.SG + 41% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01862 scaled = 55% England_Saxon.SG:HAD007.SG + 45% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01871 scaled = 66% England_EIA:I16600 + 34% Italy_Sardinia_IA_Punic_1:VIL011
0.01875 scaled = 57% Germany_Schleswig_Saxon_LMedieval:SWG003.A + 43% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01883 scaled = 54% Estonia_EarlyViking.SG:VK550_noUDG.SG + 46% Tunisia_Punic_oAfrica2.SG:R11778.SG
0.01887 scaled = 68% Portugal_MonteDaNora_LateRoman.SG:R10494.SG + 32% England_EIA:I16600
0.01901 scaled = 51% Poland_Weklice_WielbarkCulture_Roman.SG:R11391.SG + 49% Tunisia_Punic_oAfrica2.SG:R11746.SG

[Mulay 'Abdullah]

DNAGENICS - G25 Studio

K50 Modern (Scaled) - Michal3141

Algorithm: Montecarlo v1

Fit: 1.74 - No extra distance - Euclidean

Basque
47.20%
Northwest African
15.20%
Balto Slavic North
11.60%
Northwest European
11.20%
European Jewish
5.00%
Iberian
5.00%
Abkhasian Georgian
3.80%
West African
1.00%


Mixed mode

79% Basque + 21% Northeast_African @ 3.28
87% Iberian + 13% Balto_Slavic_North @ 3.38
89% Iberian + 11% Finnic @ 3.38
86% Iberian + 14% Polish_Ukrainian @ 3.46
83% Iberian + 17% Central_European @ 3.49
80% Belgian_French + 20% Northeast_African @ 3.50
86% Iberian + 14% Scando_Germanic @ 3.50
89% Iberian + 11% Balto_Slavic_South @ 3.51
93% Iberian + 7% Northeast_African @ 3.54
93% Iberian + 7% Tajik @ 3.54


One way

100% Iberian @ 3.79
100% Belgian_French @ 5.42
100% Basque @ 5.62
100% Greek_Albanian @ 6.35
100% Balkan @ 6.88
100% Sicilian_Maltese @ 7.82
100% North_Sea_Germanic @ 7.84
100% Central_European @ 7.97
100% Northwest_European @ 8.02
100% Scando_Germanic @ 9.08


Two ways

50% Iberian + 50% Iberian @ 3.79
50% Iberian + 50% Belgian_French @ 3.92
50% Iberian + 50% Balkan @ 4.23
50% Scando_Germanic + 50% European_Jewish @ 4.37
50% Basque + 50% Sicilian_Maltese @ 4.40
50% Iberian + 50% Basque @ 4.45
50% Iberian + 50% Greek_Albanian @ 4.46
50% Iberian + 50% Central_European @ 4.51
50% Northwest_European + 50% European_Jewish @ 4.51
50% Basque + 50% Greek_Albanian @ 4.56


Three ways (50% + 25% + 25%)

50% Iberian + 25% Scando_Germanic + 25% European_Jewish @ 3.26
50% Iberian + 25% Northwest_European + 25% European_Jewish @ 3.41
50% Iberian + 25% European_Jewish + 25% Balto_Slavic_North @ 3.46
50% Iberian + 25% Sicilian_Maltese + 25% Scando_Germanic @ 3.49
50% Iberian + 25% Sicilian_Maltese + 25% Northwest_European @ 3.55
50% Iberian + 25% Iberian + 25% Central_European @ 3.56
50% Iberian + 25% Polish_Ukrainian + 25% European_Jewish @ 3.58
50% Iberian + 25% Iberian + 25% Balkan @ 3.59
50% Iberian + 25% Central_European + 25% European_Jewish @ 3.59
50% Iberian + 25% Iberian + 25% Northwest_European @ 3.63


Four ways

25% Basque + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 2.70
25% Basque + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 2.78
25% Iberian + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 2.87
25% Basque + 25% Basque + 25% Central_European + 25% Northeast_African @ 2.90
25% Basque + 25% Basque + 25% Balto_Slavic_North + 25% Northeast_African @ 2.92
25% Basque + 25% Basque + 25% Polish_Ukrainian + 25% Northeast_African @ 2.93
25% Iberian + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 2.98
25% Basque + 25% Basque + 25% North_Sea_Germanic + 25% Northeast_African @ 3.00
25% Belgian_French + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 3.05
25% Belgian_French + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 3.06





Fit: 0.82 - No extra distance - Chebyshev

Basque
24.20%
Northwest African
13.80%
Iberian
13.60%
Northwest European
10.40%
Balto Slavic North
8.60%
European Jewish
7.60%
Scando Germanic
3.80%
Balkan
2.40%
Belgian French
2.40%
Greek Albanian
2.40%
Sicilian Maltese
2.20%
Abkhasian Georgian
1.60%
Malawi San
1.40%
Polish Ukrainian
1.40%
Central European
0.80%
Udmurt
0.80%
Armenian Assyrian
0.60%
Finnic
0.40%
Nasioi
0.40%
Circassian
0.20%
Ethiopian Ari Masai
0.20%
Northeast African
0.20%
Pallar Maratha
0.20%
Somali Oromo
0.20%
Yemenite Arab
0.20%


Mixed mode

78% Basque + 22% Northeast_African @ 1.13
79% Belgian_French + 21% Northeast_African @ 1.30
93% Iberian + 7% Northeast_African @ 1.43
92% Iberian + 8% Yemenite_Arab @ 1.70
83% Iberian + 17% European_Jewish @ 1.79
86% Iberian + 14% Levant @ 1.80
89% Iberian + 11% Dardic @ 1.82
50% European_Jewish + 50% Scando_Germanic @ 1.84
88% Iberian + 12% Pashtun @ 1.84
75% Belgian_French + 25% Yemenite_Arab @ 1.86


One way

100% Iberian @ 2.23
100% Greek_Albanian @ 3.08
100% Balkan @ 3.65
100% Belgian_French @ 3.80
100% Basque @ 3.87
100% North_Sea_Germanic @ 4.14
100% Central_European @ 4.20
100% Sicilian_Maltese @ 4.50
100% Northwest_European @ 4.64
100% Polish_Ukrainian @ 5.43


Two ways

50% Iberian + 50% Iberian @ 3.79
50% Iberian + 50% Belgian_French @ 3.92
50% Iberian + 50% Balkan @ 4.23
50% Scando_Germanic + 50% European_Jewish @ 4.37
50% Basque + 50% Sicilian_Maltese @ 4.40
50% Iberian + 50% Basque @ 4.45
50% Iberian + 50% Greek_Albanian @ 4.46
50% Iberian + 50% Central_European @ 4.51
50% Northwest_European + 50% European_Jewish @ 4.51
50% Greek_Albanian + 50% Basque @ 4.56


Three ways (50% + 25% + 25%)

50% Iberian + 25% Scando_Germanic + 25% European_Jewish @ 3.26
50% Iberian + 25% Northwest_European + 25% European_Jewish @ 3.41
50% Iberian + 25% European_Jewish + 25% Balto_Slavic_North @ 3.46
50% Iberian + 25% Sicilian_Maltese + 25% Scando_Germanic @ 3.49
50% Iberian + 25% Sicilian_Maltese + 25% Northwest_European @ 3.55
50% Iberian + 25% Iberian + 25% Central_European @ 3.56
50% Iberian + 25% Polish_Ukrainian + 25% European_Jewish @ 3.58
50% Iberian + 25% Iberian + 25% Balkan @ 3.59
50% Iberian + 25% Central_European + 25% European_Jewish @ 3.59
50% Iberian + 25% Iberian + 25% Northwest_European @ 3.63


Four ways

25% Basque + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 2.70
25% Basque + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 2.78
25% Iberian + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 2.87
25% Basque + 25% Basque + 25% Central_European + 25% Northeast_African @ 2.90
25% Basque + 25% Basque + 25% Balto_Slavic_North + 25% Northeast_African @ 2.92
25% Basque + 25% Basque + 25% Polish_Ukrainian + 25% Northeast_African @ 2.93
25% Iberian + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 2.98
25% Basque + 25% Basque + 25% North_Sea_Germanic + 25% Northeast_African @ 3.00
25% Belgian_French + 25% Basque + 25% Northwest_European + 25% Northeast_African @ 3.05
25% Belgian_French + 25% Basque + 25% Scando_Germanic + 25% Northeast_African @ 3.06

[Mulay 'Abdullah]

DNAGENICS - G25 Studio

LMGenetics K47 (Scaled) - Gergo Marosvari

Algorithm: Montecarlo v1

Fit: 1.87 - No extra distance - Euclidean

North Iberian
33.80%
East Euro
18.20%
Celtic
15.40%
North African
14.20%
West Med
7.40%
South Caucasian
6.20%
East Iberian
3.00%
West African
1.20%
Paleo Balkan
0.60%



Mixed mode

89% East_Iberian + 11% North_African @ 2.53
88% East_Iberian + 12% East_Med @ 3.15
93% East_Iberian + 7% Arabic @ 3.36
93% East_Iberian + 7% Persian @ 3.50
92% East_Iberian + 8% North_Caucasian @ 3.53
93% East_Iberian + 7% Pamirian @ 3.58
93% East_Iberian + 7% South_Caucasian @ 3.58
88% East_Iberian + 12% Central_Med @ 3.66
88% East_Iberian + 12% Paleo_Balkan @ 3.67
97% East_Iberian + 3% Uralic @ 3.68



One way

100% East_Iberian @ 3.75
100% North_Iberian @ 6.56
100% Paleo_Balkan @ 6.74
100% Central_Med @ 6.96
100% North_Sea_Germanic @ 7.92
100% Celtic @ 8.42
100% Scando_Germanic @ 9.40
100% East_Euro @ 9.73
100% West_Med @ 10.51
100% West_Finnic @ 13.34



Two ways

50% East_Iberian + 50% East_Iberian @ 3.75
50% East_Iberian + 50% Paleo_Balkan @ 4.40
50% East_Iberian + 50% Central_Med @ 4.46
50% North_Iberian + 50% Paleo_Balkan @ 4.74
50% Central_Med + 50% North_Sea_Germanic @ 4.89
50% North_Iberian + 50% Central_Med @ 4.90
50% East_Iberian + 50% North_Iberian @ 5.03
50% Central_Med + 50% Celtic @ 5.04
50% North_Sea_Germanic + 50% West_Med @ 5.08
50% East_Iberian + 50% North_Sea_Germanic @ 5.15



Three ways (50% + 25% + 25%)

50% East_Iberian + 25% East_Iberian + 25% East_Iberian @ 3.75
50% East_Iberian + 25% East_Iberian + 25% Central_Med @ 3.76
50% East_Iberian + 25% East_Iberian + 25% Paleo_Balkan @ 3.76
50% East_Iberian + 25% Central_Med + 25% North_Sea_Germanic @ 3.90
50% East_Iberian + 25% Central_Med + 25% Celtic @ 4.01
50% East_Iberian + 25% Central_Med + 25% Scando_Germanic @ 4.05
50% East_Iberian + 25% Central_Med + 25% East_Euro @ 4.11
50% East_Iberian + 25% North_Iberian + 25% Paleo_Balkan @ 4.11
50% East_Iberian + 25% Paleo_Balkan + 25% North_Sea_Germanic @ 4.13
50% East_Iberian + 25% North_Iberian + 25% Central_Med @ 4.14



Four ways

25% Scando_Germanic + 25% Scando_Germanic + 25% West_Med + 25% North_African @ 2.94
25% Celtic + 25% Scando_Germanic + 25% West_Med + 25% North_African @ 2.97
25% North_Iberian + 25% Celtic + 25% East_Euro + 25% North_African @ 3.00
25% North_Iberian + 25% North_Iberian + 25% East_Euro + 25% North_African @ 3.02
25% North_Sea_Germanic + 25% Scando_Germanic + 25% West_Med + 25% North_African @ 3.09
25% North_Iberian + 25% Paleo_Balkan + 25% Scando_Germanic + 25% North_African @ 3.11
25% North_Iberian + 25% North_Sea_Germanic + 25% East_Euro + 25% North_African @ 3.13
25% Celtic + 25% West_Med + 25% Baltic + 25% North_African @ 3.14
25% Celtic + 25% Celtic + 25% West_Med + 25% North_African @ 3.15
25% North_Iberian + 25% North_Sea_Germanic + 25% Celtic + 25% North_African @ 3.15






Fit: 0.88 - No extra distance - Chebyshev

North Iberian
22.00%
Celtic
14.60%
North African
13.80%
West Med
7.80%
East Euro
7.20%
East Iberian
6.40%
South Caucasian
5.40%
Arabic
4.60%
Baltic
4.60%
Paleo Balkan
3.80%
Scando Germanic
3.80%
North Sea Germanic
1.40%
Volgan
1.20%
Uralic
1.00%
South Indian
0.80%
Kushitic
0.60%
Central Med
0.40%
Nilotic
0.20%
Omotic
0.20%
Papuan
0.20%



Mixed mode

85% East_Iberian + 15% North_African @ 1.02
81% East_Iberian + 19% East_Med @ 1.28
74% Celtic + 26% North_African @ 1.51
85% East_Iberian + 15% Arabic @ 1.57
70% North_Iberian + 30% East_Med @ 1.70
75% North_Sea_Germanic + 25% North_African @ 1.73
84% North_Iberian + 16% North_African @ 1.78
86% East_Iberian + 14% NW_Indian @ 1.90
79% East_Iberian + 21% Persian @ 2.05
71% Scando_Germanic + 29% North_African @ 2.11



One way

100% East_Iberian @ 2.55
100% Paleo_Balkan @ 3.10
100% Central_Med @ 3.43
100% North_Iberian @ 4.26
100% North_Sea_Germanic @ 4.59
100% East_Euro @ 4.71
100% Celtic @ 4.86
100% West_Med @ 5.18
100% Scando_Germanic @ 5.59
100% North_Caucasian @ 7.52



Two ways

50% East_Iberian + 50% East_Iberian @ 3.75
50% East_Iberian + 50% Paleo_Balkan @ 4.40
50% East_Iberian + 50% Central_Med @ 4.46
50% Paleo_Balkan + 50% North_Iberian @ 4.74
50% Central_Med + 50% North_Sea_Germanic @ 4.89
50% Central_Med + 50% North_Iberian @ 4.90
50% East_Iberian + 50% North_Iberian @ 5.03
50% Central_Med + 50% Celtic @ 5.04
50% North_Sea_Germanic + 50% West_Med @ 5.08
50% East_Iberian + 50% North_Sea_Germanic @ 5.15



Three ways (50% + 25% + 25%)

50% East_Iberian + 25% East_Iberian + 25% East_Iberian @ 3.75
50% East_Iberian + 25% East_Iberian + 25% Central_Med @ 3.76
50% East_Iberian + 25% East_Iberian + 25% Paleo_Balkan @ 3.76
50% East_Iberian + 25% Central_Med + 25% North_Sea_Germanic @ 3.90
50% East_Iberian + 25% Central_Med + 25% Celtic @ 4.01
50% East_Iberian + 25% Central_Med + 25% Scando_Germanic @ 4.05
50% East_Iberian + 25% Central_Med + 25% East_Euro @ 4.11
50% East_Iberian + 25% Paleo_Balkan + 25% North_Iberian @ 4.11
50% East_Iberian + 25% Paleo_Balkan + 25% North_Sea_Germanic @ 4.13
50% East_Iberian + 25% Central_Med + 25% North_Iberian @ 4.14



Four ways

25% West_Med + 25% Scando_Germanic + 25% Scando_Germanic + 25% North_African @ 2.94
25% Celtic + 25% West_Med + 25% Scando_Germanic + 25% North_African @ 2.97
25% North_Iberian + 25% East_Euro + 25% Celtic + 25% North_African @ 3.00
25% North_Iberian + 25% North_Iberian + 25% East_Euro + 25% North_African @ 3.02
25% North_Sea_Germanic + 25% West_Med + 25% Scando_Germanic + 25% North_African @ 3.09
25% Paleo_Balkan + 25% North_Iberian + 25% Scando_Germanic + 25% North_African @ 3.11
25% North_Iberian + 25% North_Sea_Germanic + 25% East_Euro + 25% North_African @ 3.13
25% Celtic + 25% West_Med + 25% Baltic + 25% North_African @ 3.14
25% Celtic + 25% Celtic + 25% West_Med + 25% North_African @ 3.15
25% North_Iberian + 25% North_Sea_Germanic + 25% Celtic + 25% North_African @ 3.15

[Mulay 'Abdullah]

Comparison with ancient calculators



DNAGENICS - G25 Studio

1st Century BC (Scaled) - Tomenable

Algorithm: Montecarlo v1

Fit: 1.63 - No extra distance - Euclidean

Roman Empire Europe
25.60%
Aquitania
Europe Nordic Scandinavians
23.60%
Roman Empire Europe
14.80%
Greece
Roman Empire Maghreb
14.00%
Roman Empire Europe
9.60%
Hispania North
Europe Balto Slavic
5.60%
Venedes
Hellenistic Bosporus Greeks
3.60%
Africa(West) Niger Congo Peoples
1.20%
Africa(Central) Foragers
0.60%
Biaka
MENA Parthian Empire
0.60%
Asia Austroasiatic Peoples
0.40%
Europe Celto Germanic
0.40%
Caledonian Scotland



Mixed mode

81% Roman_Empire_Europe:Noricum + 19% Roman_Empire_Maghreb @ 2.54
75% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Maghreb @ 2.55
76% Europe_Celto_Germanic:Gallia_Belgica + 24% Roman_Empire_Maghreb @ 2.56
64% Roman_Empire_Europe:Hispania_south + 36% Europe_Nordic_Scandinavians @ 2.72
62% Roman_Empire_Europe:Hispania_south + 38% Europe_Celto_Germanic:Caledonian_Scotland @ 2.86
79% Roman_Empire_Europe:Gallia_Narbonensis + 21% Roman_Empire_Maghreb @ 2.89
54% Roman_Empire_Europe:Hispania_south + 46% Europe_Celto_Germanic:Gallia_Celtica @ 2.90
61% Roman_Empire_Europe:Hispania_south + 39% Europe_Celto_Germanic:Germania_Magna @ 2.93
50% Europe_Celto_Germanic:Gallia_Celtica + 50% Roman_Empire_Europe:Hispania_south @ 2.93
54% Roman_Empire_Europe:Hispania_south + 46% Europe_Celto_Germanic:Gallia_Belgica @ 2.93



One way

100% Roman_Empire_Europe:Noricum @ 5.08
100% Roman_Empire_Europe:Gallia_Narbonensis @ 5.61
100% Europe_Illyrian:West_Dalmatia @ 5.62
100% Roman_Empire_Europe:Hispania_south @ 5.73
100% Roman_Empire_Europe:Raetia @ 5.76
100% Roman_Empire_Europe:Aquitania @ 6.30
100% Europe_Celto_Germanic:Gallia_Belgica @ 6.34
100% Roman_Empire_Europe:Hispania_north @ 6.37
100% Europe_Celto_Germanic:Gallia_Celtica @ 6.40
100% Europe_Daco_ThracianBig Grinacians @ 6.70



Two ways

50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Gallia_Celtica @ 2.93
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Gallia_Belgica @ 2.95
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Caledonian_Scotland @ 3.25
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Germania_Magna @ 3.26
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Brittonic_EnglandN @ 3.33
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Nordic_Scandinavians @ 3.42
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Brittonic_EnglandS @ 3.43
50% Roman_Empire_Europe:Noricum + 50% Roman_Empire_Europe:Hispania_south @ 3.54
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Langobards @ 3.56
50% Roman_Empire_Europe:Gallia_Narbonensis + 50% Roman_Empire_Europe:Hispania_south @ 3.57



Three ways (50% + 25% + 25%)

50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Nordic_Scandinavians @ 2.89
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Hispania_north + 25% Europe_Nordic_Scandinavians @ 2.90
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Nordic_Scandinavians @ 2.91
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Celtica @ 2.92
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Europe_Celto_Germanic:Gallia_Celtica @ 2.93
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Raetia + 25% Europe_Nordic_Scandinavians @ 2.94
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Belgica @ 2.95
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Europe_Nordic_Scandinavians @ 2.97
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Caledonian_Scotland @ 2.97
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Germania_Magna @ 2.97



Four ways

25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Maghreb @ 2.20
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Langobards + 25% Roman_Empire_Maghreb @ 2.20
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Caledonian_Scotland + 25% Roman_Empire_Maghreb @ 2.20
25% Europe_Illyrian:West_Dalmatia + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Goths_Gepids + 25% Roman_Empire_Maghreb @ 2.21
25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Maghreb @ 2.22
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Goths_Gepids + 25% Roman_Empire_Maghreb @ 2.22
25% Europe_Illyrian:West_Dalmatia + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Nordic_Scandinavians + 25% Roman_Empire_Maghreb @ 2.23
25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Roman_Empire_Maghreb @ 2.23
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Raetia + 25% Europe_Celto_Germanic:Caledonian_Scotland + 25% Roman_Empire_Maghreb @ 2.24
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Raetia + 25% Europe_Nordic_Scandinavians + 25% Roman_Empire_Maghreb @ 2.26






Fit: 0.78 - No extra distance - Chebyshev

Europe Celto Germanic
15.20%
Caledonian Scotland
Roman Empire Europe
11.00%
Aquitania
Roman Empire Maghreb
8.60%
Roman Empire Europe
8.40%
Greece
Europe Celto Germanic
7.20%
Gallia Belgica
Europe Celto Germanic
4.80%
Gallia Celtica
Europe Nordic Scandinavians
4.80%
Roman Empire Egypt
4.20%
Roman Empire Europe
3.80%
Noricum
Roman Empire Europe
3.40%
Sardinia
Europe Balto Slavic
3.20%
Venedes
Europe Celto Germanic
3.00%
Brittonic Englandn
Europe Illyrian
3.00%
West Dalmatia
Roman Empire Europe
2.80%
Hispania North
Hellenistic Bosporus Greeks
2.20%
Roman Empire Europe
1.60%
Gallia Narbonensis
MENA Parthian Empire
1.20%
Africa(Central) Foragers
1.00%
Bakola
Africa Garamantians
1.00%
Europe Illyrian
1.00%
East Dalmatia
Caucasus Colchis Kingdom
0.80%
Europe Celto Germanic
0.80%
Langobards
Europe Northeast Saami Peoples
0.80%
Africa(Central) Foragers
0.60%
Biaka
Europe Celto Germanic
0.60%
Germania Magna
Africa Omotic Peoples
0.40%
Europe Celto Germanic
0.40%
Goths Gepids
Europe Celto Germanic
0.40%
Marcomanni Quadi
Hellenistic Cappadocia Greeks
0.40%
Oceania Papuans
0.40%
Roman Empire Europe
0.40%
Hispania South
Roman Empire Europe
0.40%
Raetia
Africa(Central) Foragers
0.20%
Bedzan
Africa(East) Foragers
0.20%
Malawi
Africa(South) Khoisan Peoples
0.20%
Arabian Peninsula Peoples
0.20%
Asia Turks
0.20%
Eastern Kipchak Turks
Asia Turks
0.20%
South Kipchak Turks
Europe Daco Thracian
0.20%
Dacians
Hellenistic Pontus Greeks
0.20%
MENA Armenia Kingdom
0.20%
MENA Jewish States
0.20%
Oceania Melanesians
0.20%





Mixed mode

75% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Maghreb @ 0.92
82% Roman_Empire_Europe:Noricum + 18% Roman_Empire_Maghreb @ 0.97
77% Europe_Celto_Germanic:Gallia_Belgica + 23% Roman_Empire_Maghreb @ 1.02
83% Roman_Empire_Europe:Gallia_Narbonensis + 17% Roman_Empire_Maghreb @ 1.08
55% Roman_Empire_Europe:Hispania_south + 45% Europe_Celto_Germanic:Gallia_Celtica @ 1.27
57% Roman_Empire_Europe:Hispania_south + 43% Europe_Celto_Germanic:Caledonian_Scotland @ 1.28
54% Roman_Empire_Europe:Hispania_south + 46% Europe_Celto_Germanic:Gallia_Belgica @ 1.28
54% Roman_Empire_Europe:Hispania_south + 46% Europe_Celto_Germanic:Brittonic_EnglandN @ 1.34
53% Roman_Empire_Europe:Hispania_south + 47% Roman_Empire_Europe:Gallia_Narbonensis @ 1.35
58% Roman_Empire_Europe:Hispania_south + 42% Europe_Celto_Germanic:Goths_Gepids @ 1.38



One way

100% Europe_Daco_ThracianBig Grinacians @ 3.12
100% Roman_Empire_Europe:Hispania_south @ 3.25
100% Roman_Empire_Europe:Raetia @ 3.60
100% Europe_Illyrian:West_Dalmatia @ 3.64
100% Roman_Empire_Europe:Hispania_north @ 3.66
100% Europe_Illyrian:East_Dalmatia @ 3.70
100% Roman_Empire_Europe:Gallia_Narbonensis @ 3.82
100% Europe_Celto_Germanic:Gallia_Belgica @ 3.90
100% Europe_Celto_Germanic:Gallia_Celtica @ 3.95
100% Roman_Empire_Europe:Noricum @ 4.01



Two ways

50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Gallia_Celtica @ 2.93
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Gallia_Belgica @ 2.95
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Caledonian_Scotland @ 3.25
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Germania_Magna @ 3.26
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Brittonic_EnglandN @ 3.33
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Nordic_Scandinavians @ 3.42
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Brittonic_EnglandS @ 3.43
50% Roman_Empire_Europe:Hispania_south + 50% Roman_Empire_Europe:Noricum @ 3.54
50% Roman_Empire_Europe:Hispania_south + 50% Europe_Celto_Germanic:Langobards @ 3.56
50% Roman_Empire_Europe:Hispania_south + 50% Roman_Empire_Europe:Gallia_Narbonensis @ 3.57



Three ways (50% + 25% + 25%)

50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Noricum + 25% Europe_Nordic_Scandinavians @ 2.82
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Gallia_Narbonensis + 25% Europe_Nordic_Scandinavians @ 2.89
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Nordic_Scandinavians @ 2.89
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Hispania_north + 25% Europe_Nordic_Scandinavians @ 2.90
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Nordic_Scandinavians @ 2.91
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Celtica @ 2.92
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Europe_Celto_Germanic:Gallia_Celtica @ 2.93
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Caledonian_Scotland @ 2.93
50% Roman_Empire_Europe:Hispania_south + 25% Roman_Empire_Europe:Raetia + 25% Europe_Nordic_Scandinavians @ 2.94
50% Roman_Empire_Europe:Hispania_south + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Belgica @ 2.95



Four ways

25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Maghreb @ 2.20
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Langobards + 25% Roman_Empire_Maghreb @ 2.20
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Caledonian_Scotland + 25% Roman_Empire_Maghreb @ 2.20
25% Europe_Illyrian:West_Dalmatia + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Goths_Gepids + 25% Roman_Empire_Maghreb @ 2.21
25% Europe_Celto_Germanic:Gallia_Celtica + 25% Europe_Celto_Germanic:Gallia_Celtica + 25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Maghreb @ 2.22
25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Celto_Germanic:Goths_Gepids + 25% Roman_Empire_Maghreb @ 2.22
25% Europe_Illyrian:West_Dalmatia + 25% Roman_Empire_Europe:Aquitania + 25% Europe_Nordic_Scandinavians + 25% Roman_Empire_Maghreb @ 2.23
25% Europe_Celto_Germanic:Gallia_Belgica + 25% Europe_Celto_Germanic:Gallia_Belgica + 25% Roman_Empire_Europe:Noricum + 25% Roman_Empire_Maghreb @ 2.23
25% Roman_Empire_Europe:Raetia + 25% Roman_Empire_Europe:Noricum + 25% Europe_Celto_Germanic:Caledonian_Scotland + 25% Roman_Empire_Maghreb @ 2.24
25% Roman_Empire_Europe:Raetia + 25% Roman_Empire_Europe:Noricum + 25% Europe_Nordic_Scandinavians + 25% Roman_Empire_Maghreb @ 2.26

[Mulay 'Abdullah]

DNAGENICS - G25 Studio

1100-1300 Medieval (Scaled) - Andre

Algorithm: Montecarlo v1

Fit: 1.79 - No extra distance - Euclidean

Germania MA
48.60%
Sardinia MA
28.40%
North Africa MA
18.40%
Christian Hispania MA
3.20%
Kievan Rus MA
1.40%




Mixed mode

66% Al-Andalus_MA + 34% Germania_MA @ 2.44
72% Al-Andalus_MA + 28% Sweden_Kingdom_MA @ 2.71
69% Al-Andalus_MA + 31% Norse_Atlantic_MA @ 2.78
71% Al-Andalus_MA + 29% England_MA @ 2.86
50% Germania_MA + 50% Al-Andalus_MA @ 3.09
76% Al-Andalus_MA + 24% Kievan_Rus_MA @ 3.14
73% Al-Andalus_MA + 27% Bohemia_MA @ 3.20
64% Christian_Hispania_MA + 36% Al-Andalus_MA @ 3.38
50% Al-Andalus_MA + 50% Christian_Hispania_MA @ 3.45
85% Christian_Hispania_MA + 15% Germania_MA @ 3.57



One way

100% Christian_Hispania_MA @ 3.79
100% Al-Andalus_MA @ 4.59
100% Rome_MA @ 5.72
100% Hungary_MA @ 7.00
100% Sardinia_MA @ 7.48
100% Germania_MA @ 7.98
100% Byzantium_MA @ 8.76
100% Norse_Atlantic_MA @ 8.77
100% England_MA @ 9.33
100% Bohemia_MA @ 9.56



Two ways

50% Al-Andalus_MA + 50% Germania_MA @ 3.07
50% Christian_Hispania_MA + 50% Al-Andalus_MA @ 3.45
50% Al-Andalus_MA + 50% Norse_Atlantic_MA @ 3.63
50% Christian_Hispania_MA + 50% Christian_Hispania_MA @ 3.79
50% Sardinia_MA + 50% Germania_MA @ 3.86
50% Al-Andalus_MA + 50% England_MA @ 3.90
50% Al-Andalus_MA + 50% Sweden_Kingdom_MA @ 4.05
50% Al-Andalus_MA + 50% Hungary_MA @ 4.10
50% Sardinia_MA + 50% Sweden_Kingdom_MA @ 4.23
50% Al-Andalus_MA + 50% Bohemia_MA @ 4.30



Three ways (50% + 25% + 25%)

50% Al-Andalus_MA + 25% Sardinia_MA + 25% Germania_MA @ 2.82
50% Al-Andalus_MA + 25% Rome_MA + 25% Germania_MA @ 2.97
50% Al-Andalus_MA + 25% Sardinia_MA + 25% England_MA @ 3.03
50% Al-Andalus_MA + 25% Germania_MA + 25% Germania_MA @ 3.07
50% Al-Andalus_MA + 25% Sardinia_MA + 25% Norse_Atlantic_MA @ 3.09
50% Al-Andalus_MA + 25% Rome_MA + 25% Norse_Atlantic_MA @ 3.15
50% Al-Andalus_MA + 25% Rome_MA + 25% England_MA @ 3.22
50% Al-Andalus_MA + 25% Germania_MA + 25% Norse_Atlantic_MA @ 3.27
50% Al-Andalus_MA + 25% Germania_MA + 25% England_MA @ 3.45
50% Christian_Hispania_MA + 25% Sardinia_MA + 25% Germania_MA @ 3.60



Four ways

25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Al-Andalus_MA @ 3.42
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Sardinia_MA + 25% Germania_MA @ 3.60
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Germania_MA @ 3.67
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Sardinia_MA + 25% Sweden_Kingdom_MA @ 3.68
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Rome_MA + 25% Germania_MA @ 3.78
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Christian_Hispania_MA @ 3.79
25% Christian_Hispania_MA + 25% Rome_MA + 25% Sardinia_MA + 25% Germania_MA @ 3.83
25% Christian_Hispania_MA + 25% Rome_MA + 25% Sardinia_MA + 25% Sweden_Kingdom_MA @ 3.85
25% Sardinia_MA + 25% Sardinia_MA + 25% Germania_MA + 25% Germania_MA @ 3.86
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Sardinia_MA + 25% Kievan_Rus_MA @ 3.87






Fit: 0.83 - No extra distance - Chebyshev

Germania MA
26.20%
Sardinia MA
25.20%
North Africa MA
11.20%
Al Andalus MA
9.00%
Sweden Kingdom MA
8.00%
Christian Hispania MA
7.60%
Levant MA
3.20%
England MA
2.60%
Kurdistan MA
1.80%
Kievan Rus MA
1.20%
Norse Atlantic MA
1.00%
Saami MA
0.80%



Mixed mode

62% Al-Andalus_MA + 38% Germania_MA @ 0.98
79% Al-Andalus_MA + 21% Sweden_Kingdom_MA @ 1.14
82% Al-Andalus_MA + 18% England_MA @ 1.21
69% Al-Andalus_MA + 31% Kievan_Rus_MA @ 1.23
82% Al-Andalus_MA + 18% Norse_Atlantic_MA @ 1.28
50% Germania_MA + 50% Al-Andalus_MA @ 1.31
64% Christian_Hispania_MA + 36% Al-Andalus_MA @ 1.33
86% Al-Andalus_MA + 14% Lithuania_MA @ 1.39
83% Al-Andalus_MA + 17% Bohemia_MA @ 1.44
77% Al-Andalus_MA + 23% Hungary_MA @ 1.51



One way

100% Christian_Hispania_MA @ 2.50
100% Al-Andalus_MA @ 2.61
100% Rome_MA @ 2.78
100% Hungary_MA @ 3.60
100% Bohemia_MA @ 4.66
100% Sardinia_MA @ 4.85
100% Germania_MA @ 4.85
100% Byzantium_MA @ 4.91
100% Norse_Atlantic_MA @ 4.94
100% England_MA @ 5.65



Two ways

50% Al-Andalus_MA + 50% Germania_MA @ 3.07
50% Christian_Hispania_MA + 50% Al-Andalus_MA @ 3.45
50% Al-Andalus_MA + 50% Norse_Atlantic_MA @ 3.63
50% Christian_Hispania_MA + 50% Christian_Hispania_MA @ 3.79
50% Sardinia_MA + 50% Germania_MA @ 3.86
50% Al-Andalus_MA + 50% England_MA @ 3.90
50% Al-Andalus_MA + 50% Sweden_Kingdom_MA @ 4.05
50% Al-Andalus_MA + 50% Hungary_MA @ 4.10
50% Sardinia_MA + 50% Sweden_Kingdom_MA @ 4.23
50% Al-Andalus_MA + 50% Bohemia_MA @ 4.30



Three ways (50% + 25% + 25%)

50% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Germania_MA @ 2.64
50% Al-Andalus_MA + 25% Sardinia_MA + 25% Sweden_Kingdom_MA @ 2.73
50% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Sweden_Kingdom_MA @ 2.74
50% Al-Andalus_MA + 25% Sardinia_MA + 25% Germania_MA @ 2.82
50% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Norse_Atlantic_MA @ 2.86
50% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Germania_MA @ 2.90
50% Al-Andalus_MA + 25% Al-Andalus_MA + 25% England_MA @ 2.90
50% Al-Andalus_MA + 25% Rome_MA + 25% Germania_MA @ 2.97
50% Al-Andalus_MA + 25% Sardinia_MA + 25% England_MA @ 3.03
50% Al-Andalus_MA + 25% Rome_MA + 25% Sweden_Kingdom_MA @ 3.06



Four ways

25% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Germania_MA @ 2.49
25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Germania_MA @ 2.64
25% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Sweden_Kingdom_MA @ 2.70
25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Sardinia_MA + 25% Sweden_Kingdom_MA @ 2.73
25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Sweden_Kingdom_MA @ 2.74
25% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Norse_Atlantic_MA @ 2.80
25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Sardinia_MA + 25% Germania_MA @ 2.82
25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% Norse_Atlantic_MA @ 2.86
25% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Al-Andalus_MA + 25% England_MA @ 2.86
25% Christian_Hispania_MA + 25% Christian_Hispania_MA + 25% Al-Andalus_MA + 25% Germania_MA @ 2.90

[Mulay 'Abdullah]

DNAGENICS - G25 Studio

World 6th Century BC (Scaled) - Tomenable

Algorithm: Montecarlo v1

Fit: 1.59 - No extra distance - Euclidean

Europe Northwest
37.80%
North Germanic
Europe South Central
16.60%
Sicily Sikanoi
Europe Southwest
14.80%
Cantabri Confederacy
MENA Berber Peoples
12.60%
Europe Southwest
11.40%
Carthage Empire Western
Europe Southeast
2.80%
Bosporus Greeks
Africa(Central) Foragers
1.20%
Biaka
Europe Northwest
1.20%
Caledonian Scotland
Africa(West) Niger Congo Peoples
0.60%
Europe Southwest
0.60%
Celtiberians
Asia Austroasiatic Peoples
0.20%
Europe East Central
0.20%
Balto Slavic



Mixed mode

51% Europe_Northwest:North_Germanic + 49% MENA_Carthage_Empire_Africa @ 2.43
54% Europe_Northwest:Caledonian_Scotland + 46% MENA_Carthage_Empire_Africa @ 2.43
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:North_Germanic @ 2.44
54% Europe_Northwest:Brittonic_EnglandN + 46% MENA_Carthage_Empire_Africa @ 2.51
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:Caledonian_Scotland @ 2.56
53% Europe_Northwest:West_Germanic + 47% MENA_Carthage_Empire_Africa @ 2.60
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:Brittonic_EnglandN @ 2.64
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:West_Germanic @ 2.65
52% Europe_Northwest:Brittonic_Scotland + 48% MENA_Carthage_Empire_Africa @ 2.80
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:Brittonic_Scotland @ 2.82



One way

100% Europe_West_Central:Noricum_Celts @ 5.08
100% Europe_Southwest:Ligurians_Salluvii @ 5.61
100% Europe_South_Central:Western_Illyrians @ 5.62
100% Europe_Southwest:Celtiberians @ 5.71
100% Europe_West_Central:Raetians_Vennones @ 5.76
100% Europe_South_Central:Etruria_Etruscans @ 5.88
100% Europe_South_Central:Roman_Kingdom_rural @ 6.00
100% Europe_West_Central:Continental_Gaulish @ 6.22
100% Europe_South_Central:Latin_League @ 6.58
100% Europe_Southwest:Cantabri_Confederacy @ 6.66



Two ways

50% Europe_Northwest:North_Germanic + 50% MENA_Carthage_Empire_Africa @ 2.43
50% Europe_Northwest:Caledonian_Scotland + 50% MENA_Carthage_Empire_Africa @ 2.54
50% Europe_Northwest:Brittonic_EnglandN + 50% MENA_Carthage_Empire_Africa @ 2.62
50% Europe_Northwest:West_Germanic + 50% MENA_Carthage_Empire_Africa @ 2.64
50% Europe_Northwest:Brittonic_Scotland + 50% MENA_Carthage_Empire_Africa @ 2.82
50% Europe_Northwest:Brittonic_EnglandS + 50% MENA_Carthage_Empire_Africa @ 3.05
50% Europe_Northwest:Brittonic_Cornwall + 50% MENA_Carthage_Empire_Africa @ 3.07
50% Europe_Northwest:Brittonic_WalesS2_I16405 + 50% MENA_Carthage_Empire_Africa @ 3.10
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:Brittonic_WalesN1_I16475 @ 3.42
50% Europe_Southwest:Carthage_Empire_Ebusus + 50% Europe_Northwest:Caledonian_Scotland @ 3.45



Three ways (50% + 25% + 25%)

50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Caledonian_Scotland + 25% Europe_Northwest:North_Germanic @ 3.42
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Caledonian_Scotland + 25% Europe_Northwest:Caledonian_Scotland @ 3.45
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_Northwest:North_Germanic @ 3.47
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_Northwest:Caledonian_Scotland @ 3.49
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Brittonic_EnglandS + 25% Europe_Northwest:North_Germanic @ 3.50
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Caledonian_Scotland + 25% Europe_Northwest:West_Germanic @ 3.50
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:North_Germanic + 25% Europe_Northwest:North_Germanic @ 3.52
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:Brittonic_EnglandS + 25% Europe_Northwest:Caledonian_Scotland @ 3.53
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Southwest:Tartessos_Turdetani + 25% Europe_Northwest:North_Germanic @ 3.55
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Northwest:West_Germanic + 25% Europe_Northwest:North_Germanic @ 3.55



Four ways

25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.71
25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.72
25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.74
25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.75
25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:Caledonian_Scotland + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.76
25% Europe_Northwest:Caledonian_Scotland + 25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.79
25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:West_Germanic + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.82








Fit: 0.79 - No extra distance - Chebyshev

Europe Northwest
12.20%
Caledonian Scotland
Europe Southwest
10.80%
Carthage Empire Western
Europe South Central
8.80%
Sicily Sikanoi
Europe Southwest
7.20%
Celtiberians
Europe Southwest
6.80%
Cantabri Confederacy
MENA Berber Peoples
5.80%
MENA Carthage Empire Africa
4.60%
Europe Northwest
4.20%
North Germanic
Europe East Central
3.60%
Balto Slavic
Europe Southeast
3.40%
Bosporus Greeks
Europe Northwest
3.20%
Brittonic Englandn
MENA Egypt Saite Dynasty
3.00%
Europe Southwest
2.80%
Tartessos Turdetani
Europe South Central
2.40%
Etruria Etruscans
Europe South Central
1.60%
Latin League
Europe Southwest
1.60%
Baleares Talaiotic
Africa Garamantians
1.40%
Europe Northeast
1.40%
Saami Peoples
Europe Northwest
1.40%
West Germanic
Europe Southwest
1.40%
Sardinia Nuragic
MENA Judah Kingdom
1.40%
Europe Northwest
1.20%
Brittonic Scotland
Europe Northwest
1.20%
Brittonic Walesn1 I16475
Asia Wusun Nomads
1.00%
Africa(East) Foragers Malawi
0.80%
Sarmatia Asiatica Pazyryk Scythians
0.80%
Caucasus Colchis Kingdom
0.60%
Europe Northwest
0.60%
Brittonic Cornwall
Europe Southwest
0.60%
Ligurians Salluvii
Africa(West) Niger Congo Peoples
0.40%
Asia Turks
0.40%
South Kipchak Turks
Europe Northwest
0.40%
Brittonic Englands
Europe South Central
0.40%
Western Illyrians
Europe Southwest
0.40%
Iberes Central
Europe West Central
0.40%
Continental Gaulish
Europe West Central
0.40%
Noricum Celts
Africa(South) Khoisan Peoples
0.20%
Africa Kush Kingdom
0.20%
Europe Eastern
0.20%
Scythians
Europe Northwest
0.20%
Hibernian Scotii
Europe South Central
0.20%
Roman Kingdom Rural
Oceania Papuans
0.20%
Sarmatia Asiatica Tagar Scythians
0.20%



Mixed mode

54% MENA_Carthage_Empire_Africa + 46% Europe_Northwest:North_Germanic @ 0.87
50% Europe_Northwest:North_Germanic + 50% MENA_Carthage_Empire_Africa @ 0.94
52% Europe_Northwest:West_Germanic + 48% MENA_Carthage_Empire_Africa @ 1.06
50% MENA_Carthage_Empire_Africa + 50% Europe_Northwest:West_Germanic @ 1.09
54% MENA_Carthage_Empire_Africa + 46% Europe_Northwest:Caledonian_Scotland @ 1.12
50% Europe_Northwest:Caledonian_Scotland + 50% MENA_Carthage_Empire_Africa @ 1.13
54% MENA_Carthage_Empire_Africa + 46% Europe_Northwest:Brittonic_EnglandN @ 1.14
52% MENA_Carthage_Empire_Africa + 48% Europe_Northwest:Brittonic_Scotland @ 1.14
50% Europe_Northwest:Brittonic_EnglandN + 50% MENA_Carthage_Empire_Africa @ 1.15
50% Europe_Northwest:Brittonic_Scotland + 50% MENA_Carthage_Empire_Africa @ 1.17



One way

100% Europe_Southeastacians @ 3.12
100% Europe_Southwest:Baleares_Talaiotic @ 3.26
100% Europe_Southwest:Lusotannan_Lusitani @ 3.34
100% Europe_Southwest:Iberes_Northern @ 3.37
100% Europe_Southwest:Cantabri_Confederacy @ 3.54
100% Europe_West_Central:Raetians_Vennones @ 3.60
100% Europe_Southwest:Celtiberians @ 3.60
100% Europe_South_Central:Western_Illyrians @ 3.64
100% Europe_South_Central:Etruria_Etruscans @ 3.65
100% Europe_Southwest:Iberes_Central @ 3.69



Two ways

50% Europe_Northwest:North_Germanic + 50% MENA_Carthage_Empire_Africa @ 2.43
50% Europe_Northwest:Caledonian_Scotland + 50% MENA_Carthage_Empire_Africa @ 2.54
50% Europe_Northwest:Brittonic_EnglandN + 50% MENA_Carthage_Empire_Africa @ 2.62
50% Europe_Northwest:West_Germanic + 50% MENA_Carthage_Empire_Africa @ 2.64
50% Europe_Northwest:Brittonic_Scotland + 50% MENA_Carthage_Empire_Africa @ 2.82
50% Europe_Northwest:Brittonic_EnglandS + 50% MENA_Carthage_Empire_Africa @ 3.05
50% Europe_Northwest:Brittonic_Cornwall + 50% MENA_Carthage_Empire_Africa @ 3.07
50% Europe_Northwest:Brittonic_WalesS2_I16405 + 50% MENA_Carthage_Empire_Africa @ 3.10
50% Europe_Northwest:Brittonic_WalesN1_I16475 + 50% MENA_Carthage_Empire_Africa @ 3.42
50% Europe_Southwest:Carthage_Empire_Ebusus + 50% Europe_Northwest:Caledonian_Scotland @ 3.45



Three ways (50% + 25% + 25%)

50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Southwest:Ligurians_Salluvii + 25% Europe_Northwest:North_Germanic @ 3.20
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Noricum_Celts + 25% Europe_Northwest:North_Germanic @ 3.20
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Continental_Gaulish + 25% Europe_Northwest:North_Germanic @ 3.29
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Noricum_Celts + 25% Europe_Northwest:Caledonian_Scotland @ 3.35
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Continental_Gaulish + 25% Europe_Northwest:Caledonian_Scotland @ 3.36
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Southwest:Ligurians_Salluvii + 25% Europe_Northwest:Caledonian_Scotland @ 3.37
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Noricum_Celts + 25% Europe_Northwest:Brittonic_EnglandN @ 3.40
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Southwest:Ligurians_Salluvii + 25% Europe_Northwest:West_Germanic @ 3.40
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_West_Central:Noricum_Celts + 25% Europe_Northwest:West_Germanic @ 3.41
50% Europe_Southwest:Carthage_Empire_Ebusus + 25% Europe_Southwest:Ligurians_Salluvii + 25% Europe_Northwest:Brittonic_EnglandN @ 3.41



Four ways

25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.71
25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.72
25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.74
25% Europe_Northwest:Brittonic_EnglandN + 25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.75
25% Europe_Northwest:Caledonian_Scotland + 25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.76
25% Europe_Northwest:Caledonian_Scotland + 25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.79
25% Europe_Northwest:West_Germanic + 25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.82
25% Europe_Northwest:Brittonic_EnglandS + 25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.85
25% Europe_Northwest:West_Germanic + 25% Europe_South_Central:Sicily_Sikanoi + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.85
25% Europe_West_Central:Continental_Gaulish + 25% Europe_Southwest:Carthage_Empire_Western + 25% Europe_Northwest:North_Germanic + 25% MENA_Carthage_Empire_Africa @ 2.86

[Mulay 'Abdullah]

With last official datasheet fot modern averages, scaled:

Code:

Distance: 1.2882% / 0.01288234 | ADC: 0.25x RC
46.8    Spanish_Asturias
21.4    Spanish_Canarias
16.4    Turkish_West_Macedonia
6.8    Spanish_Castilla_Y_Leon
5.4    Finnish_Southwest
2.4    Fulani
0.8    Biaka

Target: scaled
Distance: 0.0201% / 0.02009172 | R2P
83.4 Spanish_Canarias
16.6 Finnish_Southwest

Distance: 1.4562% / 0.01456201 | R3P
50.6 Spanish_Asturias
34.4 French_Seine-Maritime
15.0 Moroccan

Distance: 1.3649% / 0.01364882 | R4P
48.4 Spanish_Asturias
25.6 French_Seine-Maritime
13.2 Berber_MAR_ERR
12.8 Turkish_West_Macedonia

Distance: 1.2497% / 0.01249673 | R5P
54.4 Spanish_Asturias
21.2 French_Seine-Maritime
14.6 Turkish_West_Macedonia
7.4 Saharawi
2.4 Fulani_Burkina_Faso_Ziniare





Chebyshev

Code:

Chebyshev distance: 0.5382% / 0.00538174 | ADC: 0.25x RC
34.2    Spanish_Canarias
18.0    Portuguese
16.4    Spanish_Asturias
8.2    Turkish_West_Macedonia
4.8    Spanish_Castilla_Y_Leon
4.6    Russian_Pinega
3.8    Sicilian_East
3.2    Spanish_Extremadura
2.2    Yemenite_Hajjah
1.4    Besermyan
1.4    Finnish_Southwest
0.6    Madagascar_Vezo
0.6    Turkish_Thessaly
0.2    Gambian
0.2    Tunisian_Douz
0.2    Turkish_North_Macedonia

Chebyshev distance: 0.5824% / 0.00582424 | R3P
71.4 Spanish_Andalucia
18.6 Finnish_Southwest
10.0 Moroccan

Chebyshev distance: 0.4883% / 0.00488337 | R4P
43.6 Basque_Araba
28.0 Sicilian_East
15.0 Finnish_Southwest
13.4 Saharawi

Chebyshev distance: 0.4423% / 0.00442302 | R5P
33.4 Spanish_Asturias
23.4 Swiss_French
17.8 Sicilian_West
12.8 Berber_MAR_ERR
12.6 Finnish_Southwest




output.jsbin.com/gojecoh
499,500 models (0.18 s):
0.02009 scaled = 83% Spanish_Canarias + 17% Finnish_Southwest
0.02022 scaled = 82% French_Occitanie + 18% Berber_MAR_ERR
0.02030 scaled = 81% French_Occitanie + 19% Mozabite
0.02041 scaled = 97% Spanish_Castilla_Y_Leon + 3% Esan_Nigeria
0.02042 scaled = 91% Spanish_Asturias + 9% Iranian_Bandari_Zanji




Chebyshev dist: scaled
0.01258000 Spanish_Canarias
0.01745270 Spanish_Extremadura
0.01853010 Portuguese
0.02010830 Spanish_Castilla_Y_Leon
0.02048780 Spanish_Andalucia
0.02112030 Spanish_Galicia
0.02162600 Spanish_Murcia
0.02276400 Spanish_Asturias
0.02579970 Spanish_Alacant
0.02617900 Italian_Liguria
0.02617900 Turkish_West_Macedonia
0.02693800 Spanish_Cataluna
0.02788650 Spanish_Castilla_La_Mancha
0.02807600 Spanish_Menorca
0.02821030 Turkish_Thessaly
0.02845530 Spanish_Baleares
0.02854300 Spanish_Cantabria
0.02854320 Spanish_Eivissa
0.02997320 Spanish_Mallorca
0.03012290 Greek_West_Taygetos
0.03035250 Spanish_Valencia
0.03068300 Greek_Achaea
0.03116550 Italian_Tuscany
0.03143190 Greek_Messenia
0.03144350 Spanish_Camp_de_Tarragona

[Mulay 'Abdullah]

For curiosity, standard settings, results with modern averages official G25 pops, comparison between my previous results and no Turkish west macedonia, Spanish Asturias, Finnish (artefacts results which are recurrent with all official pops) and no Italian Liguria (only one sample):

Code:

Distance: 1.6940% / 0.01693963 | ADC: 0.25x RC
42.0 Spanish_Castilla_Y_Leon
30.6 Spanish_Andalucia
9.0 BelgianA
4.8 Ukrainian_Sumy
4.6 Pomak_Rhodope_Mountains_o
4.6 Spanish_Canarias
4.2 Fulani
0.2 Biaka

Distance: 0.0204% / 0.02044192 | R2P
97.0 Spanish_Castilla_Y_Leon
3.0 Gambian

Distance: 1.7042% / 0.01704178 | R3P
46.6 Spanish_Andalucia
39.6 BelgianA
13.8 Berber_MAR_ERR

Distance: 1.5345% / 0.01534539 | R4P
58.6 Spanish_Pais_Vasco
17.4 Berber_MAR_ERR
14.8 Estonian
9.2 Georgian_Guria

Distance: 1.5201% / 0.01520111 | R5P
45.8 Spanish_Pais_Vasco
16.6 Berber_MAR_ERR
14.8 Estonian
14.8 Spanish_Aragon
8.0 Georgian_Guria





With Chebyshev:

Code:

Chebyshev distance: 0.6516% / 0.00651642 | ADC: 0.25x RC
38.0    Spanish_Castilla_Y_Leon
21.8    Spanish_Canarias
11.8    Portuguese
8.0    Turkish_Thessaly
7.0    Spanish_Extremadura
5.2    Spanish_Andalucia
2.6    Ukrainian_Sumy
1.2    Madagascar_Vezo
1.2    Pomak_Rhodope_Mountains_o
0.6    Spanish_Cataluna
0.6    Spanish_Pais_Vasco
0.6    Yao
0.6    Yemenite_Hajjah
0.4    SaudiB
0.2    Egyptian_o
0.2    Tunisian_Berber_Zraoua

Chebyshev distance: 0.6129% / 0.00612887 | R3P
68.2 Spanish_Castilla_La_Mancha
17.8 Ukrainian_Sumy
14.0 Berber_MAR_ERR

Chebyshev distance: 0.5398% / 0.00539819 | R4P
50.8 Spanish_Pais_Vasco
20.2 Greek_North_Tsakonia
16.8 Berber_MAR_ERR
12.2 Russian_Pinezhsky

Chebyshev distance: 0.5024% / 0.00502415 | R5P
41.8 Spanish_Pais_Vasco
20.6 Sicilian_East
14.2 Berber_MAR_TIZ
11.8 English_Cornwall
11.6 Russian_Pinega



Each time i make 5 runs and take results with best fit, It takes a little time (especially with Chebyshev) but hey, and of course with the maxima for cycles