Ancient West Eurasian K25 (Scaled) v1

[ScandinavianCelt]

Target: MandM
Distance: 0.0132% / 0.01318263 | ADC: 0.25x RC
35.0 ITA_Rome_Imperial
29.3 GRC_Mycenaean_Kastrouli_BA
24.0 Russia_IA_Ingria.SG
8.3 KAZ_Kairan_MLBA
3.4 RUS_Altai_IA

Did you know you had Ingrian roots?

[nittionia]

Target: nittionia_scaled
Distance: 1.3111% / 0.01311079
35.0 Finland_Levanluhta_B
28.6 Russia_MBA_Poltavka_oEEF
15.2 KAZ_Kairan_MLBA
6.8 Scotland_N
6.8 Spain_SE_Iberia_CA
3.6 DEU_LBK_HBS
2.8 DEU_LBK_KD
1.2 RUS_Karasuk

[ScandinavianCelt]

Target: nittionia_scaled
Distance: 1.3111% / 0.01311079
35.0 Finland_Levanluhta_B
28.6 Russia_MBA_Poltavka_oEEF
15.2 KAZ_Kairan_MLBA
6.8 Scotland_N
6.8 Spain_SE_Iberia_CA
3.6 DEU_LBK_HBS
2.8 DEU_LBK_KD
1.2 RUS_Karasuk

Heavy eastern roots!

[ScandinavianCelt]

Python models my top Scotland_N piece like this:

Sardinian 67.079%
Basque_French 17.565%
Basque_Spanish 15.356%


Fit error: 0.06765843903951824

Sample:

Scotland_N_mediumlowEEF:I2660,0.126344,0.17264,0.0 67882,-0.026163,0.092017,-0.021196,-0.00235,0.010153,0.06238,0.088567,-0.001786,0.015286,-0.026313,-0.001239,0.002036,-0.017237,-0.011474,0.003421,-0.002263,-0.006003,0.015847,0.004204,-0.013064,-0.034222,0.000958

[celticdragongod]

Distance to: CDG_scaled
0.05295798 Finland_Levanluhta_B:JK2065_noUDG
0.05311155 ITA_Rome_Imperial:RMPR116
0.05376617 KAZ_Kairan_MLBA:I4568
0.06671929 Russia_MBA_Poltavka_oEEF:I0432
0.06686439 KAZ_Kairan_MLBA:I4779
0.06945077 KAZ_Kairan_MLBA:I4776
0.07430202 KAZ_Kairan_MLBA:I4567
0.08940937 KAZ_Kairan_MLBA:I4318
0.09199785 ITA_Rome_Imperial:RMPR37
0.09398367 Russia_IA_Ingria.SG:s19_VIII9_1_noUDG.SG
0.10014052 Russia_IA_Ingria.SG:s19_VII15_1_noUDG.SG
0.11768404 ITA_Rome_Imperial:RMPR1549
0.12030352 ITA_Rome_Imperial:RMPR111
0.13277964 RUS_Karasuk:RISE499
0.13377111 Estonia_BA.SG:s19_X15_2_noUDG.SG
0.13395581 Estonia_BA.SG:s19_X08_1_noUDG.SG
0.13483059 Estonia_BA.SG:s19_X14_1_noUDG.SG
0.13584811 ITA_Rome_Imperial:RMPR49
0.13795178 ITA_Rome_Imperial:RMPR131
0.13818013 Russia_MBA_Poltavka:I0371
0.13825115 ITA_Rome_Imperial:RMPR1544
0.13870084 Yamnaya_RUS_Samara:I0439
0.13928208 Estonia_BA.SG:s19_X10_1_noUDG.SG
0.13951466 ITA_Rome_Imperial:RMPR113
0.14059396 Ostrogothic_Crimea_ACD:KER_1

Target: CDG_scaled
Distance: 2.1607% / 0.02160693
33.8 KAZ_Kairan_MLBA:I4568
28.4 Finland_Levanluhta_B:JK2065_noUDG
15.2 Russia_MBA_Poltavka:I6294
9.2 DEU_LBK_KD:I0795
5.2 Iberia_N:I0410___BC_5156___Coverage_44.84%
4.2 Scotland_N_mediumlowEEF:I2660
2.4 Spain_SE_Iberia_CA:CDM005
1.6 Russia_IA_Ingria.SG:s19_VIII5_2_noUDG.SG

[sacha]

I will add these to make it K25.

{samples}

Splits are better now :-)

Distance to: Sacha_scaled
0.03632010 ITA_Rome_Imperial:RMPR70
0.04099965 ITA_Rome_Imperial:RMPR38
0.04271246 ITA_Rome_Imperial:RMPR126
0.04412140 ITA_Rome_Imperial:RMPR75
0.04445611 ITA_Rome_Imperial:RMPR41
0.04584614 ITA_Rome_Imperial:RMPR42
0.04686648 ITA_Rome_Imperial:RMPR72
0.04756198 ITA_Rome_Imperial:RMPR1547
0.04921363 ITA_Rome_Imperial:RMPR78
0.04980233 ITA_Rome_Imperial:RMPR66
0.05290028 ITA_Rome_Imperial:RMPR1545
0.05465523 ITA_Rome_Imperial:RMPR1543
0.05488377 ITA_Rome_Imperial:RMPR115
0.05602511 ITA_Rome_Imperial:RMPR39
0.05918237 ITA_Rome_Imperial:RMPR81
0.05923402 ITA_Rome_Imperial:RMPR73
0.05931182 ITA_Rome_Imperial:RMPR68
0.05991098 ITA_Rome_Imperial:RMPR40
0.06057010 ITA_Rome_Imperial:RMPR71
0.06097933 ITA_Rome_Imperial:RMPR1550
0.06102562 ITA_Rome_Imperial:RMPR45
0.06330531 ITA_Rome_Imperial:RMPR50
0.06398634 ITA_Rome_Imperial:RMPR76
0.06460030 ITA_Rome_Imperial:RMPR44
0.06486728 ITA_Rome_Imperial:RMPR43

Target: Sacha_scaled
Distance: 2.5170% / 0.02516992 | ADC: 0.25x RC
58.0 ITA_Rome_Imperial
29.2 Levant_ISR_C
12.8 IRN_Seh_Gabi_C

Target: Sacha_scaled
Distance: 2.3635% / 0.02363509
38.6 Levant_ISR_C
22.0 IRN_Seh_Gabi_C
13.2 ITA_Rome_Imperial
8.8 HUN_Tiszapolgar_ECA
8.6 ARM_Lchashen_LBA
7.2 GRC_Mycenaean_Attica_BA
1.4 Russia_IA_Ingria.SG
0.2 Russia_Chalmny_Varre

[Ritz06]

Distance to:
0.07263959 ARM_LBA:RISE407
0.07403994 Ostrogothic_Crimea_ACD:KER_1
0.07589329 ITA_Rome_Imperial:RMPR1549
0.07896336 ARM_Lchashen_LBA:I18277
0.07907420 ARM_Lchashen_LBA:I18269
0.08072944 ARM_Lchashen_LBA:I18166
0.08126628 ARM_LBA:RISE397
0.08229572 ARM_Lchashen_LBA:I18168
0.08285519 ARM_Lchashen_LBA:I18267
0.08368195 ARM_Lchashen_LBA:I18272
0.08402283 ARM_Lchashen_LBA:I18271
0.08466750 ITA_Rome_Imperial:RMPR1544
0.08470696 ARM_Lchashen_LBAA31
0.08495432 ITA_Rome_Imperial:RMPR116
0.08598193 ARM_Lchashen_LBA:I18276
0.08755318 ITA_Rome_Imperial:RMPR1548
0.08797440 ARM_Lchashen_LBA:I18279
0.08873866 ITA_Rome_Imperial:RMPR131
0.08982504 ARM_Lchashen_LBA:I18280
0.08988130 TJK_Ksirov_H_Kushan:I12292
0.09028400 ARM_Lchashen_LBA:I18275
0.09041226 ARM_Lchashen_LBA:I18167
0.09078664 ITA_Rome_Imperial:RMPR49
0.09216528 ITA_Rome_Imperial:RMPR125
0.09218965 ITA_Rome_Imperial:RMPR436


Target:
Distance: 1.0041% / 0.01004064
17.4 KAZ_Kairan_MLBA:I4776
16.6 ITA_Rome_Imperial:RMPR111
12.8 ARM_Lchashen_LBA:I18270
10.4 Russia_MBA_Poltavka:I6294
9.4 Spain_SW_Iberia_CA_oAsia:VLBA019
6.6 GRC_Mycenaean_Palace_of_Nestor_BA:I19364
6.6 IRN_Shahr_I_Sokhta_BA1:I11462
4.2 Hun_Tian_Shan_oA127
3.6 ITA_Rome_Imperial:RMPR50
3.4 ARM_Lchashen_LBA:I18267
2.6 Yamnaya_RUS_Samara:I0370
2.0 Finland_Levanluhta_B:JK2065_noUDG
1.8 KAZ_Kairan_MLBA:I4567
1.4 DEU_LBK_KD:I0795
0.6 IRN_Seh_Gabi_LN:I1671
0.2 ARM_Lchashen_LBA:I18279
0.2 DEU_LBK_HBS:HBS007.B0101
0.2 GRC_Mycenaean_Palace_of_Nestor_BA:I13517

Target:
Distance: 1.7079% / 0.01707922 | ADC: 0.5x RC
38.2 ITA_Rome_Imperial:RMPR116
25.8 ARM_Lchashen_LBA:I18267
16.0 Hun_Tian_ShanA81
8.4 ARM_LBA:RISE397
6.4 ARM_Lchashen_LBA:I18271
5.2 KAZ_Kairan_MLBA:I4776


Target:
Distance: 1.3318% / 0.01331833 | R4P
43.2 ITA_Rome_Imperial
42.8 KAZ_Kairan_MLBA
8.8 IRN_Shahr_I_Sokhta_BA1
5.2 Hun_Tian_Shan_o

[ScandinavianCelt]

Distance to:
0.07263959 ARM_LBA:RISE407
0.07403994 Ostrogothic_Crimea_ACD:KER_1
0.07589329 ITA_Rome_Imperial:RMPR1549
0.07896336 ARM_Lchashen_LBA:I18277
0.07907420 ARM_Lchashen_LBA:I18269
0.08072944 ARM_Lchashen_LBA:I18166
0.08126628 ARM_LBA:RISE397
0.08229572 ARM_Lchashen_LBA:I18168
0.08285519 ARM_Lchashen_LBA:I18267
0.08368195 ARM_Lchashen_LBA:I18272
0.08402283 ARM_Lchashen_LBA:I18271
0.08466750 ITA_Rome_Imperial:RMPR1544
0.08470696 ARM_Lchashen_LBAA31
0.08495432 ITA_Rome_Imperial:RMPR116
0.08598193 ARM_Lchashen_LBA:I18276
0.08755318 ITA_Rome_Imperial:RMPR1548
0.08797440 ARM_Lchashen_LBA:I18279
0.08873866 ITA_Rome_Imperial:RMPR131
0.08982504 ARM_Lchashen_LBA:I18280
0.08988130 TJK_Ksirov_H_Kushan:I12292
0.09028400 ARM_Lchashen_LBA:I18275
0.09041226 ARM_Lchashen_LBA:I18167
0.09078664 ITA_Rome_Imperial:RMPR49
0.09216528 ITA_Rome_Imperial:RMPR125
0.09218965 ITA_Rome_Imperial:RMPR436


Target:
Distance: 1.0041% / 0.01004064
17.4 KAZ_Kairan_MLBA:I4776
16.6 ITA_Rome_Imperial:RMPR111
12.8 ARM_Lchashen_LBA:I18270
10.4 Russia_MBA_Poltavka:I6294
9.4 Spain_SW_Iberia_CA_oAsia:VLBA019
6.6 GRC_Mycenaean_Palace_of_Nestor_BA:I19364
6.6 IRN_Shahr_I_Sokhta_BA1:I11462
4.2 Hun_Tian_Shan_oA127
3.6 ITA_Rome_Imperial:RMPR50
3.4 ARM_Lchashen_LBA:I18267
2.6 Yamnaya_RUS_Samara:I0370
2.0 Finland_Levanluhta_B:JK2065_noUDG
1.8 KAZ_Kairan_MLBA:I4567
1.4 DEU_LBK_KD:I0795
0.6 IRN_Seh_Gabi_LN:I1671
0.2 ARM_Lchashen_LBA:I18279
0.2 DEU_LBK_HBS:HBS007.B0101
0.2 GRC_Mycenaean_Palace_of_Nestor_BA:I13517

Target:
Distance: 1.7079% / 0.01707922 | ADC: 0.5x RC
38.2 ITA_Rome_Imperial:RMPR116
25.8 ARM_Lchashen_LBA:I18267
16.0 Hun_Tian_ShanA81
8.4 ARM_LBA:RISE397
6.4 ARM_Lchashen_LBA:I18271
5.2 KAZ_Kairan_MLBA:I4776


Target:
Distance: 1.3318% / 0.01331833 | R4P
43.2 ITA_Rome_Imperial
42.8 KAZ_Kairan_MLBA
8.8 IRN_Shahr_I_Sokhta_BA1
5.2 Hun_Tian_Shan_o

I'm surprised not to see more Iranian in your top 25 distances maybe you have a different root, I'm not sure.

I checked your top Armenian piece and the python gives it an interesting breakdown I think:

Armenia_LBA.SG:RISE407_noUDG.SG,0.101303,0.118817,-0.021119,0.002261,-0.036622,0.006693,0.0047,-0.002308,-0.050108,-0.018224,0.001137,0.005245,-0.005649,-0.001651,0.005565,0.001326,-0.000261,-0.006588,0.010182,0.014257,0.009358,-0.001237,0.017501,-0.006748,-0.001437

Kubachinyan 33.236%
Kaitag 20.790%
Adygei 15.656%
Ezid 14.861%
Bosnian 8.813%
Greek_Central_Anatolia 3.911%
Turkish_Trabzon 1.835%
Esan_Nigeria 0.897%

Fit error: 0.028007195410966537

[mashail]

Distance: 6.7036% / 0.06703579
49.6 Levant_ISR_C
33.0 ITA_Rome_Imperial
12.6 IRN_Wezmeh_N
4.8 RUS_Karasuk_o

[Ugo]

Target: Ugo_scaled
Distance: 1.0968% / 0.01096787
52.8 Estonia_BA.SG
10.8 Yamnaya_RUS_Samara
9.0 Saami
7.2 GRC_Mycenaean_Palace_of_Nestor_BA
6.8 DEU_LBK_SMH
6.2 DEU_LBK_HBS
3.2 Finland_Levanluhta_B
2.8 Estonia_MN_CCC_2
1.2 KAZ_Kairan_MLBA