# Thread: Balkans K6 Global25 Calculator

1. ## Balkans K6 Global25 Calculator

This is the spiritual successor to Balkans K4.

Recommended for people with ancestry from Southeast Europe.
Run it with pen=0 in R or in Vahaduo.

The main components are:
• Greek world: Mycaeneans, supposedly Classical Greeks from Empuries and one lost soul in Levant
• Thracian world: Bulgarian Thracian, "Scythian" Thracians from Southern Moldova and Southwestern Ukraine/border with Romania and Moldova, two Medieval outliers that look similar to Thracians
• Illyrian world: The Iron Age sample from Croatia and two Bronze Age ones, who are actually identical with the former sample.
• Slavic migrations: "Avar" Slavs from Hungary and the Medieval Czech sample, where it is assumed that they are somewhat similar to the profile of a typical migrant in the Middle Ages.
• Eastern Roman Empire movements: That's the "Med" component that should explain the extra Near Eastern-like ancestry in some pops. Since the Roman Empire was cosmopolitan and we've all seen how much Rome was affected genetically by Near Eastern movements, it is only natural that the other capital of the empire and its surrounding region will be impacted at least to the same extent. Realistically, the impact was probably way higher than in Rome, considering the proximity of Constantinople to Near East.
• Mongol invasions: A proxy for the Midle Ages' baddies

Here's the breakdown of these components, when tested with a basic model:

Greek world

Thracian world

Illyrian world

Slavic migrations

Eastern Roman Empire movements

Southeast Europeans tested with basic components

Calculator results

Code:
```Pre-Slavic_Thracian_World:Scythian_HUN:DA198,0.124067,0.159438,0.025267,-0.028424,0.030467,-0.006693,-0.000235,-0.000692,0.014317,0.031345,0.000812,0.009142,-0.007136,0.00578,-0.011401,-0.017237,-0.001695,0.009882,0.001383,-0.009379,-0.012603,0.009645,-0.006286,0.006989,-0.009819
Pre-Slavic_Thracian_World:Scythian_MDA:scy192,0.129758,0.138112,0.008297,-0.020672,0.012002,-0.012829,0.008225,-0.007846,0.005318,0.039181,0.007795,0.007943,-0.013677,0.003441,-0.007329,-0.000133,0.009648,-0.003294,0.005782,0.019009,-0.025954,0.006677,-0.015529,-0.009881,0.006586
Pre-Slavic_Thracian_World:Scythian_MDA:scy197,0.133173,0.140143,0.007165,-0.020026,0.02185,-0.00753,0.019271,0.010615,-0.015953,0.018406,-0.000325,0.01169,-0.018434,0.002064,-0.009229,-0.018563,0.006128,-0.001647,-0.000503,-0.029139,0.003244,-0.000495,-0.005176,-0.012893,0.002994
Pre-Slavic_Thracian_World:Scythian_MDA:scy300,0.106994,0.153345,0.021496,-0.029716,0.018157,-0.018128,-0.011986,-0.009461,0.004295,0.024602,-0.017538,0.01124,0.000149,-0.01679,-0.031351,0.026916,-0.005476,0.024831,0.006159,-0.015007,-0.021213,0.038703,0.003328,0.003374,0.016645
Pre-Slavic_Thracian_World:Scythian_MDA:scy305,0.118376,0.126941,0.010936,-0.014212,0.017849,-0.006693,-0.001175,-0.001154,0.00225,0.022415,-0.003897,0.007343,-0.013974,0.008257,-0.010179,0.000663,-0.005476,0.004181,0.016341,-0.008254,-0.009234,0.005812,-0.007395,0.007471,0.002754
Pre-Slavic_Thracian_World:Thracian_BGR,0.126344,0.157407,0.007165,-0.051034,0.029852,-0.02259,0.00423,-0.001385,0.007772,0.032074,-0.001461,0.005695,-0.013974,-0.003028,-0.015065,-0.001458,0.01369,0.006968,0.006285,-0.014757,-0.006239,0.004699,-0.007888,0.003494,-0.008861
Pre-Slavic_Thracian_World:UKR_Cimmerian:MJ12,0.12862,0.140143,0.017348,-0.013566,0.019388,-0.013945,-0.00094,-0.004846,-0.005522,0.030251,0.001299,0.005695,-0.005798,-0.00523,-0.018865,0.007292,0.028033,-0.000253,0.011941,0.006253,-0.01697,0.011623,0.00456,0.010724,-0.001796
Pre-Slavic_Thracian_World:DEU_MA_o:STR_300,0.125205,0.165531,-0.001886,-0.05491,0.024004,-0.015339,0.009165,0.010384,0.003681,0.029887,0.00341,-0.000599,-0.009663,-0.006331,-0.029044,-0.005304,0.002868,-0.004814,-0.002765,-0.016758,-0.007237,0.009645,0.008381,0.00253,-0.004191
Pre-Slavic_Illyrian_World:HRV_IA,0.132035,0.151314,0.033941,-0.01615,0.024928,-0.005857,-0.006345,0.007154,0.003681,0.028976,0.001786,0.01169,-0.02111,-0.001376,-0.005972,-0.008486,-0.006519,0.004941,0.005531,-0.014257,-0.001872,0.00507,0.001479,0.00253,0.003353
Pre-Slavic_Illyrian_World:HRV_MBA:I4331,0.12862,0.151314,0.028284,-0.007429,0.038776,-0.006972,-0.00705,-0.006,0.003681,0.028064,0.006171,0.010341,-0.017542,-0.003578,-0.0076,0.006497,0.008084,-0.003041,0.006159,-0.011631,-0.005865,-0.001113,-0.00037,0.003856,-0.001197
Pre-Slavic_Illyrian_World:HRV_MBA:I4332,0.120652,0.147252,0.034318,-0.012274,0.038469,0.002231,-0.00423,0.001154,0.009613,0.032074,-0.006008,0.01094,-0.012487,-0.014726,-0.005972,0.01074,0.02047,-0.00114,0.000754,-0.011005,-0.001248,0.008656,-0.00419,0.002048,-0.002395
Pre-Slavic_Greek_World:MycenaeanI9006,0.119514,0.160454,-0.006788,-0.068476,0.014464,-0.03514,-0.003055,-0.006923,-0.002863,0.050115,0.004384,0.015137,-0.009366,0.00289,-0.019815,-0.005304,0.024643,0.007601,0.020992,-0.000375,-0.007487,-0.012365,-0.010969,-0.000602,-0.001796
Pre-Slavic_Greek_World:MycenaeanI9010,0.110408,0.160454,-0.015462,-0.071383,0.029544,-0.038487,-0.003525,0.004154,0.013499,0.056129,0.018025,0.017235,-0.00223,-0.00234,-0.023208,-0.005038,0.031553,0.003421,0.005908,-0.004002,-0.006613,0.003215,-0.016145,-0.007109,-0.003113
Pre-Slavic_Greek_World:MycenaeanI9033,0.091058,0.150298,-0.004148,-0.050388,0.022773,-0.013387,0.007285,-0.006692,0.003068,0.041003,-0.003573,0.019333,-0.020218,0.005505,-0.006515,-0.026518,0.00678,-0.003167,0.012193,-0.008629,-0.002995,-0.006306,-0.000616,0.005904,0.006945
Pre-Slavic_Greek_World:MycenaeanI9041,0.110408,0.15436,-0.006034,-0.068476,0.020004,-0.021475,-0.00282,0.000923,0.007976,0.042097,0.003248,0.016036,-0.019326,-0.008533,-0.016015,-0.002387,0.021122,0.006588,0.010182,-0.002876,-0.006364,0.016199,0.001356,0.006386,-0.00491
Pre-Slavic_Greek_World:Iberia_Northeast_Empuries2:I8208,0.1161,0.158423,-0.017348,-0.06783,0.026774,-0.032351,-0.00282,-0.001154,0.007158,0.04319,0.003573,0.015586,-0.017096,0.006468,-0.016965,-0.02559,-0.007693,-0.000253,0.00993,-0.017133,-0.003494,0.000866,0.005053,0.00241,-0.010538
Pre-Slavic_Greek_World:Iberia_Northeast_Empuries2:I8215,0.120652,0.158423,-0.000754,-0.066215,0.023697,-0.023427,0.00611,-0.009,0.002659,0.041914,0.002111,0.006894,-0.01665,0.000688,-0.020087,-0.005967,0.014864,0.001014,-0.000754,-0.008254,-0.013102,0.002226,-0.001725,0.011809,-0.006466
Pre-Slavic_Greek_World:Levant_ISR_Ashkelon_IA1:ASH068,0.108132,0.156392,-0.003771,-0.065569,0.024312,-0.02761,0.00893,-0.008538,0.001841,0.054306,-0.002598,0.015586,-0.023042,0.003441,-0.022801,0.012198,0.031553,0.004307,0.008547,-0.009755,-0.006364,0.016446,0.011462,-0.005302,0.005389
Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-12,0.087644,0.149283,-0.053928,-0.092378,-0.00954,-0.028447,-0.011516,-0.006923,0.011862,0.016219,0.006333,-0.010641,0.017245,-0.002615,-0.005429,-0.005701,0.004303,0.00152,-0.003142,0.01013,-0.003494,0.006677,-0.002342,0.007591,-0.011975
Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-2,0.083091,0.142174,-0.050911,-0.088502,-0.003077,-0.029284,-0.00658,-0.002308,0.009204,0.007654,-0.002273,-0.012889,0.006838,-0.009634,-0.010315,0.013392,-0.000652,0.000633,-0.000628,-0.000125,-0.000499,0.002226,-0.004067,-0.003615,-0.006227
Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-4,0.091058,0.146236,-0.056945,-0.081396,-0.014464,-0.029005,-0.00752,-0.006923,0.007976,0.020957,0.003573,-0.01124,0.013974,-0.002752,-0.015879,0.02254,0.012908,-0.002787,0.006159,0.002126,0.004367,0.008532,-0.000739,0.005422,-0.00467
Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-7,0.087644,0.146236,-0.068636,-0.08721,-0.017234,-0.024542,-0.00564,-0.013615,0.002045,0.008201,0.003248,-0.004046,0.013379,0.004404,-0.006786,0.01074,-0.009779,-0.004054,0.008045,0.001126,-0.001373,0.000495,-0.007148,-0.012773,0.003712
Slavic_Migration:CZE_EarlySlav,0.12862,0.129988,0.068259,0.046835,0.02739,0.013108,0.007285,0.014076,-0.001841,-0.018224,-0.000812,-0.004496,0.003717,0.007294,-0.011129,-0.003182,0.011474,-0.002027,-0.002388,-0.004752,0.005615,0.000742,0.001725,-0.001084,-0.006706
Mongols_et_al.,0.0215316,-0.4503027,-0.0074797,-0.065246,0.0764247,0.0360932,0.0031333,-0.0045575,-0.0152541,-0.0028095,-0.0510712,-0.0069312,0.0079284,-0.007833,-0.0042411,0.0015247,0.0017167,-0.0003695,-0.0020322,-0.0103902,0.0126859,0.007079,0.0136394,-0.0015664,-0.0019957```

2. ## The Following 9 Users Say Thank You to Dorkymon For This Useful Post:

Chatzianastasoglou (11-21-2019),  dink (11-22-2019),  Greekscholar (11-21-2019),  Kelmendasi (11-21-2019),  Nibelung (11-21-2019),  oz (11-21-2019),  Randynsky (11-21-2019),  Thracian88 (11-21-2019),  TonyC (11-21-2019)

3. ## The Following 3 Users Say Thank You to oz For This Useful Post:

Просигој (11-21-2019),  digital_noise (11-21-2019),  Dorkymon (11-21-2019)

4. ## The Following 3 Users Say Thank You to Просигој For This Useful Post:

dink (11-22-2019),  Dorkymon (11-21-2019),  oz (11-21-2019)

5. Target: Randynsky_scaled
Distance: 1.7834% / 0.01783398
59.8 Slavic_Migration
20.8 Pre-Slavic_Greek_World
18.0 Pre-Slavic_Thracian_World
0.8 Mongols_et_al.
0.6 Pre-Slavic_Illyrian_World

6. ## The Following User Says Thank You to Randynsky For This Useful Post:

Dorkymon (11-21-2019)

7. Could someone run mine perhaps?

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
ChristosA_scaled,0.121791,0.145221,0.013576,-0.028101,0.025543,-0.009761,0.00564,-0.000692,-0.002045,0.018406,0.003085,0.009142,-0.004608,0.005367,-0.015336,0.002387,0.007171,0.000507,0.007668,-0.00963,-0.009234,-0.003586,-0.001602,0.005302,-0.007784

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
ChristosA,0.0107,0.0143,0.0036,-0.0087,0.0083,-0.0035,0.0024,-0.0003,-0.001,0.0101,0.0019,0.0061,-0.0031,0.0039,-0.0113,0.0018,0.0055,0.0004,0.0061,-0.0077,-0.0074,-0.0029,-0.0013,0.0044,-0.0065

8. ## The Following User Says Thank You to Chatzianastasoglou For This Useful Post:

Kelmendasi (11-21-2019)

9. Distance: 1.1413%/0.01141302
35.2, Pre-Slavic_Greek_World
35.0, Pre-Slavic_Thracian_World
29.8, Slavic_Migration

10. ## The Following 3 Users Say Thank You to Kelmendasi For This Useful Post:

Chatzianastasoglou (11-21-2019),  Dibran (11-21-2019),  Dorkymon (11-21-2019)

11. Originally Posted by Chatzianastasoglou
Could someone run mine perhaps?

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
ChristosA_scaled,0.121791,0.145221,0.013576,-0.028101,0.025543,-0.009761,0.00564,-0.000692,-0.002045,0.018406,0.003085,0.009142,-0.004608,0.005367,-0.015336,0.002387,0.007171,0.000507,0.007668,-0.00963,-0.009234,-0.003586,-0.001602,0.005302,-0.007784

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
ChristosA,0.0107,0.0143,0.0036,-0.0087,0.0083,-0.0035,0.0024,-0.0003,-0.001,0.0101,0.0019,0.0061,-0.0031,0.0039,-0.0113,0.0018,0.0055,0.0004,0.0061,-0.0077,-0.0074,-0.0029,-0.0013,0.0044,-0.0065
Distance: 1.2823%/0.01282311
41.4, Pre-Slavic_Greek_World
25.6, Slavic_Migration
15.6, Pre-Slavic_Thracian_World
9.2, Pre-Slavic_Illyrian_World
7.8, Eastern_RomanEmpire_Movements
0.4, Mongols_et_al

12. ## The Following 2 Users Say Thank You to Kelmendasi For This Useful Post:

Chatzianastasoglou (11-21-2019),  Dorkymon (11-21-2019)

13. I think you should add something Germanic and have a feeling that Thracian eats Illyrian (your Thracian is probably at the same time Illyrian, not sure that you can split them).

14. ## The Following 5 Users Say Thank You to ph2ter For This Useful Post:

Просигој (11-21-2019),  Ayetooey (11-21-2019),  Dorkymon (11-21-2019),  Kelmendasi (11-21-2019),  Randynsky (11-21-2019)

15. Tighter distance. Good job.

Target: Dibran
Distance: 1.8780% / 0.01878003

38.8 Pre-Slavic_Greek_World
32.6 Pre-Slavic_Thracian_World
22.2 Slavic_Migration
6.4 Pre-Slavic_Illyrian_World

Non-Aggregated

21.0 Pre-Slavic_Thracian_World:UKR_Cimmerian:MJ12
20.0 Pre-Slavic_Greek_World:Levant_ISR_Ashkelon_IA1:ASH068
16.0 Slavic_Migration:CZE_EarlySlav
10.8 Pre-Slavic_Greek_World:MycenaeanI9006
7.4 Pre-Slavic_Thracian_WorldEU_MA_o:STR_300
6.8 Pre-Slavic_Greek_World:Iberia_Northeast_Empuries2:I821 5
6.4 Pre-Slavic_Illyrian_World:HRV_MBA:I4332
3.4 Pre-Slavic_Thracian_World:Scythian_MDA:scy197
1.2 Pre-Slavic_Greek_World:MycenaeanI9010
0.8 Pre-Slavic_Thracian_World:Thracian_BGR

Distance to: Dibran
0.03462801 Pre-Slavic_Thracian_World:UKR_Cimmerian:MJ12
0.04111448 Pre-Slavic_Illyrian_World:HRV_MBA:I4331
0.04433221 Pre-Slavic_Illyrian_World:HRV_MBA:I4332
0.04576255 Pre-Slavic_Thracian_World:Thracian_BGR
0.05228657 Pre-Slavic_Thracian_World:Scythian_HUNA198
0.05280019 Pre-Slavic_Illyrian_World:HRV_IA
0.05386127 Pre-Slavic_Thracian_World:Scythian_MDA:scy305
0.05688653 Pre-Slavic_Thracian_World:Scythian_MDA:scy197
0.05718235 Pre-Slavic_Thracian_World:Scythian_MDA:scy192
0.05736240 Pre-Slavic_Thracian_WorldEU_MA_o:STR_300
0.06073592 Pre-Slavic_Greek_World:Iberia_Northeast_Empuries2:I821 5
0.06788481 Pre-Slavic_Greek_World:MycenaeanI9041
0.07062889 Pre-Slavic_Greek_World:Levant_ISR_Ashkelon_IA1:ASH068
0.07400296 Pre-Slavic_Greek_World:MycenaeanI9033
0.07482676 Pre-Slavic_Greek_World:MycenaeanI9006
0.08174661 Pre-Slavic_Thracian_World:Scythian_MDA:scy300
0.08547160 Pre-Slavic_Greek_World:MycenaeanI9010
0.08686383 Pre-Slavic_Greek_World:Iberia_Northeast_Empuries2:I820 8
0.10727784 Slavic_Migration:CZE_EarlySlav
0.12316814 Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-4
0.12417281 Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-2
0.13063735 Eastern_RomanEmpire_Movements:Levant_LBN_Roman:QED-12

16. ## The Following 3 Users Say Thank You to Dibran For This Useful Post:

Ayetooey (11-21-2019),  dink (11-22-2019),  Kelmendasi (11-21-2019)

17. Appreciate if mine can be done ?

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
Vettor_scaled,0.120652,0.147252,0.029415,-0.001615,0.032006,0.001673,0.00235,0.004846,0.0102 26,0.018588,-0.001786,0.000899,-0.009812,0.003028,-0.004343,-0.011005,-0.014081,0.002787,0.007165,-0.00988,-0.004367,0.005564,-0.004807,0.002892,0.001078

,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC1 2,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC2 2,PC23,PC24,PC25
Vettor,0.0106,0.0145,0.0078,-0.0005,0.0104,0.0006,0.001,0.0021,0.005,0.0102,-0.0011,0.0006,-0.0066,0.0022,-0.0032,-0.0083,-0.0108,0.0022,0.0057,-0.0079,-0.0035,0.0045,-0.0039,0.0024,0.0009