# Thread: Corded Ware, Beakers and Minoan G25 Calculator

1. ## Corded Ware, Beakers and Minoan G25 Calculator

I've created a simple K5 calculator based on G25 Scaled coordinates.
The main goal of this calculator is to estimate ancestry proportions from major cultures in Europe 4000-5000 years ago: Bell Beakers (represented by Beaker_Iberia), Corded Ware (represented by CWC_Baltic) and Minoans (represented by Minoan_Lasithi)
Additionally I've added two non-European populations: Nganassans (proxy for Siberian and East Asian ancestry) and Yoruba (proxy for SubSaharan ancestry).
Note that this is a calculator for Europeans only and I suggest using it with default penalty.

Datasheet:

Code:
```,PC1,PC2,PC3,PC4,PC5,PC6,PC7,PC8,PC9,PC10,PC11,PC12,PC13,PC14,PC15,PC16,PC17,PC18,PC19,PC20,PC21,PC22,PC23,PC24,PC25
Beaker_Iberia,0.127027,0.14583,0.059887,0.013889,0.05995,-0.001227,-0.007191,0.002631,0.034565,0.043882,-0.003865,0.012259,-0.023994,-0.017396,0.007709,0.000583,0.00412,0.003269,2.5e-05,4e-04,0.008086,0.005119,-0.00599,-0.017834,0.001126
CWC_Baltic,0.125205,0.114417,0.071024,0.093455,0.031596,0.028819,0.009322,0.008077,-0.006408,-0.027275,0.002869,-0.005545,0.006095,-0.000183,0.015834,0.010475,0.002912,0.000549,0.00352,0.00371,0.005158,0.002638,-0.002177,-0.004298,2e-04
Minoan_Lasithi,0.119287,0.170609,-0.018177,-0.093993,0.029544,-0.039826,-0.001316,-0.003461,0.010349,0.05981,0.002988,0.015316,-0.025124,-5.5e-05,-0.037459,-0.010952,0.017393,-0.001242,0.008874,-0.013632,-0.013376,0.008384,-0.005078,-0.00106,-0.002443
Nganassan,0.047692,-0.406618,0.155789,0.00239,-0.159445,-0.088213,0.028507,0.043337,0.031088,0.012848,0.102857,0.009412,-0.004073,-0.026162,-0.021973,-0.012331,-0.001095,0.013416,0.026837,-0.00085,0.043136,-0.011895,0.03361,0.000398,0.013556
Yoruba,-0.630062,0.062501,0.022113,0.016708,0.000503,0.012474,-0.044417,0.047767,-0.048881,0.032769,0.004621,0.00079,0.023056,0.000951,0.012523,-0.009607,0.007076,0.000449,0.006022,-0.00299,0.001554,0.002316,-0.001759,-0.000471,-0.000425```
My results:

[1] "distance%=4.3583"

michal3141

CWC_Baltic,82.8
Beaker_Iberia,9.4
Minoan_Lasithi,7.2
Nganassan,0.6

2. ## The Following 14 Users Say Thank You to michal3141 For This Useful Post:

Просигој (02-22-2019),  Alain (02-21-2019),  AlexRus (02-21-2019),  Aroon1916 (02-21-2019),  Camulogène Rix (02-21-2019),  dink (02-23-2019),  Hurricane (02-21-2019),  Jatt1 (02-25-2019),  JMcB (02-21-2019),  Judith (02-21-2019),  Kelmendasi (02-25-2019),  Onur Dincer (02-21-2019),  ph2ter (02-21-2019),  Szigmund (09-30-2019)

3. [1] "distance%=3.9604"

Sorcelow_scaled

Minoan_Lasithi,55.4
CWC_Baltic,43.4
Nganassan,0.6
Yoruba,0.6

But this model makes more sense for me

[1] "distance%=2.8027"

Sorcelow_scaled

Minoan_Lasithi,55.2
Yamnaya_Kalmykia,20.8
Russian_Tver,10.8
Russian_Kursk,10.4
Russian_Smolensk,2.8

4. ## The Following 2 Users Say Thank You to Sorcelow For This Useful Post:

Hurricane (02-21-2019),  michal3141 (02-21-2019)

5. Here are some results:

Me:

[1] "distance%=3.1007"

Beaker_Iberia,50
CWC_Baltic,37.2
Minoan_Lasithi,12.4
Nganassan,0.4

[1] "distance%=3.6645"

CWC_Baltic,42.2
Beaker_Iberia,40
Minoan_Lasithi,15.8
Nganassan,2

Mom:

[1] "distance%=3.0442"

Beaker_Iberia,44.2
CWC_Baltic,44
Minoan_Lasithi,11.8

Wife:

[1] "distance%=3.2938"

CWC_Baltic,46.8
Beaker_Iberia,39.8
Minoan_Lasithi,13.4

Father in law:

[1] "distance%=4.829"

CWC_Baltic,53
Beaker_Iberia,37.4
Minoan_Lasithi,8.8
Yoruba,0.8

6. ## The Following 6 Users Say Thank You to randwulf For This Useful Post:

Alain (02-21-2019),  Camulogène Rix (02-21-2019),  Hurricane (02-21-2019),  JMcB (02-21-2019),  michal3141 (02-21-2019),  Radboud (02-21-2019)

7. Could someone run mine please?

,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
Jackson_Devoni_scaled,0.124067188128046,0.12186353 0229515,0.0497799284852841,0.034561165634278,0.029 5439902518262,0.00948228242566103,0.00517023403725 595,0.00207683653665858,0,-0.000911180552909247,0.00308538004142115,-0.00164853268090141,-0.00713571299871288,-0.00302769879611562,0.00773605713525954,0.00570135 247112472,-0.00625843430899454,0.00557429816210077,-0.000754188305398592,-0.00287637966895888,0.00237081631511174,0.00284401 300981553,-0.000246495436063226,0.00602494813255683,0.0040714 9112733897

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

JMcB (02-21-2019)

9. Hello Michal,

This looks interesting! Would you mind running mine, please?

JMcB_scaled,0.132035,0.140143,0.065996,0.040052,0. 040931,0.015339,0.005875,0.005307,0.009817,0.00984 1,0.000162,0.00015,-0.016204,-0.012661,0.013436,0.003182,-0.006128,0.002534,0.006536,0.002001,0.009608,0.002 72,0.001109,0.006145,-0.000479

10. ## The Following User Says Thank You to JMcB For This Useful Post:

11. Fit = 3.588 @ .001

33.5% Beaker Iberia
45% CWC Baltic
21% Minoan Lasithi
.5% Yoruba

12. ## The Following 4 Users Say Thank You to digital_noise For This Useful Post:

Camulogène Rix (02-21-2019),  Hurricane (02-21-2019),  JMcB (02-21-2019),  michal3141 (02-21-2019)

13. [1] "distance%=4.5374"

Alex_scaled

CWC_Baltic,89
Beaker_Iberia,6.2
Minoan_Lasithi,3.2
Nganassan,1.6

[1] "distance%=4.3715" pen=0

Alex_scaled

CWC_Baltic,89.4
Minoan_Lasithi,9
Nganassan,1.6

14. ## The Following 4 Users Say Thank You to AlexRus For This Useful Post:

Alain (02-21-2019),  Hurricane (02-21-2019),  JMcB (02-21-2019),  michal3141 (02-21-2019)

15. Originally Posted by JMcB
Hello Michal,

This looks interesting! Would you mind running mine, please?

JMcB_scaled,0.132035,0.140143,0.065996,0.040052,0. 040931,0.015339,0.005875,0.005307,0.009817,0.00984 1,0.000162,0.00015,-0.016204,-0.012661,0.013436,0.003182,-0.006128,0.002534,0.006536,0.002001,0.009608,0.002 72,0.001109,0.006145,-0.000479

JMcB.PNG

16. ## The Following 2 Users Say Thank You to digital_noise For This Useful Post:

JMcB (02-21-2019),  michal3141 (02-21-2019)

,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
Jessie_scaled,0.138864,0.136081,0.064488,0.052003, 0.036314,0.017291,0.001645,0.006231,0.004909,-0.00328,-0.009094,0.004646,-0.011298,-0.009771,0.029994,0.005701,-0.007041,-0.004434,0.000377,0.007879,0.007112,0.007296,-0.005793,0.010845,-0.000479

,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
Jessie_unscaled,0.0122,0.0134,0.0171,0.0161,0.0118 ,0.0062,0.0007,0.0027,0.0024,-0.0018,-0.0056,0.0031,-0.0076,-0.0071,0.0221,0.0043,-0.0054,-0.0035,0.0003,0.0063,0.0057,0.0059,-0.0047,0.009,-0.0004

18. ## The Following User Says Thank You to Jessie For This Useful Post:

JMcB (02-21-2019)

19. [1] "distance%=3.6571"

ph2ter_scaled

CWC_Baltic,71.4
Beaker_Iberia,14.8
Minoan_Lasithi,13.8

20. ## The Following 6 Users Say Thank You to ph2ter For This Useful Post:

Alain (02-21-2019),  Camulogène Rix (02-21-2019),  dink (10-21-2019),  Hurricane (02-21-2019),  JMcB (02-21-2019),  michal3141 (02-21-2019)

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