Gedmatch calculators on Vahaduo

**Lucas** · 08-07-2021, 07:20 AM

Originally Posted by J.S.

G25 modern individual samples scaled does not work.
http://g25vahaduo.genetics.ovh/G25modern-scaled.htm

I forgot reply, it works of course now.

**Zanzibar** · 08-08-2021, 06:59 PM

Originally Posted by Lucas

I forgot reply, it works of course now.

What happened to the Komi individual samples on G25? Before this, I notice there were many Komis who have much more Mongoloid admixture than the current samples like some seem to be half Nenets? Can you please add them back? It shows the genetic diversity and variation among them.

**Leto** · 08-08-2021, 08:31 PM

Originally Posted by Joqool

What happened to the Komi individual samples on G25? Before this, I notice there were many Komis who have much more Mongoloid admixture than the current samples like some seem to be half Nenets? Can you please add them back? It shows the genetic diversity and variation among them.

Why are you so preoccupied with them? There are two principal groups of Komi - the Permyaks and the Zyryans. The former live in the north of Perm Krai and they are zero Nenets. The latter are mostly concentrated in the south of the Komi republic and there are no Nenets in that area either. Those mixed individuals are completely unrepresentative.

The districts of the Komi republic by ethnic Komi population (I made this map for myself). Orange denotes the highest percentage, beige the lowest. Two major cities (Syktyvkar and Ukhta) are not present in the map but they're minority Komi anyway.

Spoiler!

**Zanzibar** · 08-09-2021, 03:23 AM

Originally Posted by Leto

Why are you so preoccupied with them? There are two principal groups of Komi - the Permyaks and the Zyryans. The former live in the north of Perm Krai and they are zero Nenets. The latter are mostly concentrated in the south of the Komi republic and there are no Nenets in that area either. Those mixed individuals are completely unrepresentative.

The districts of the Komi republic by ethnic Komi population (I made this map for myself). Orange denotes the highest percentage, beige the lowest. Two major cities (Syktyvkar and Ukhta) are not present in the map but they're minority Komi anyway.

Spoiler!

Because I find them to be an interesting population. I heard from Komin that some Komis have Nenets admixture which was I am surprised and eager to know more.

Ok so those individuals are completely unrepresentative. I want to see what's the highest and lowest threshold of Mongoloid gene flow that they can have. Sorry for my anthrotardism.

**Kyp** · 08-13-2021, 01:02 PM

For Dodecadk12b, Iranians from Isfahan, Teheran and surrounding areas:

Code:

Iran_Central,27.04,0.96,0.37,0.64,6.16,7.35,5.77,0.78,12.87,0.66,36.64,0.68

**Kaspias** · 08-13-2021, 02:49 PM

Hey Lukas,

Can you replace these with the current Bulgarian_East, Bulgarian_Central, and Bulgarian_West in the Dodecad K12b spreadsheet? Please do not touch Bulgarian_Thrace, I have no update for it.

Code:

Bulgarian_West,5.18,0.64,0.76,0.33,26.50,33.89,0.30,0.02,6.66,0.29,25.42,0.03
Bulgarian_Central,5.47,0.62,0.91,0.26,25.87,32.70,0.40,0.04,7.00,0.29,26.44,0.01
Bulgarian_East,6.08,0.71,1.13,0.22,25.37,30.91,0.30,0.03,7.68,0.26,27.29,0.01

And can you replace Greek Macedonia with this one? The same spreadsheet, Dodecad K12b. The current academic one has a weird shift, looks seriously broken.

Code:

Greek_Macedonia,5.32,0.31,0.60,0.15,28.27,29.61,0.20,0.00,7.24,0.21,28.12,0.00

**Leto** · 08-13-2021, 04:38 PM

Originally Posted by Kyp

For Dodecadk12b, Iranians from Isfahan, Teheran and surrounding areas:

Iranian would look better than Iran IMO.

**Lucas** · 08-17-2021, 06:25 PM

Originally Posted by Kaspias

Hey Lukas,

Can you replace these with the current Bulgarian_East, Bulgarian_Central, and Bulgarian_West in the Dodecad K12b spreadsheet? Please do not touch Bulgarian_Thrace, I have no update for it.

Code:

Bulgarian_West,5.18,0.64,0.76,0.33,26.50,33.89,0.30,0.02,6.66,0.29,25.42,0.03
Bulgarian_Central,5.47,0.62,0.91,0.26,25.87,32.70,0.40,0.04,7.00,0.29,26.44,0.01
Bulgarian_East,6.08,0.71,1.13,0.22,25.37,30.91,0.30,0.03,7.68,0.26,27.29,0.01

And can you replace Greek Macedonia with this one? The same spreadsheet, Dodecad K12b. The current academic one has a weird shift, looks seriously broken.

Code:

Greek_Macedonia,5.32,0.31,0.60,0.15,28.27,29.61,0.20,0.00,7.24,0.21,28.12,0.00

Yes

**Lucas** · 08-17-2021, 06:26 PM

Originally Posted by Kaspias

Hey Lukas,

Can you replace these with the current Bulgarian_East, Bulgarian_Central, and Bulgarian_West in the Dodecad K12b spreadsheet? Please do not touch Bulgarian_Thrace, I have no update for it.

Code:

Bulgarian_West,5.18,0.64,0.76,0.33,26.50,33.89,0.30,0.02,6.66,0.29,25.42,0.03
Bulgarian_Central,5.47,0.62,0.91,0.26,25.87,32.70,0.40,0.04,7.00,0.29,26.44,0.01
Bulgarian_East,6.08,0.71,1.13,0.22,25.37,30.91,0.30,0.03,7.68,0.26,27.29,0.01

And can you replace Greek Macedonia with this one? The same spreadsheet, Dodecad K12b. The current academic one has a weird shift, looks seriously broken.

Code:

Greek_Macedonia,5.32,0.31,0.60,0.15,28.27,29.61,0.20,0.00,7.24,0.21,28.12,0.00

Yes

**Jana** · 08-22-2021, 02:33 PM

Hey Lucas, could you add these G25 samples to Vahaduo (they are from last ancient Croatia paper)? Thanks.

https://drive.google.com/file/d/1533...1bx6WL6if/view

Code:

Scaled

JAG06:JAG06,0.124067,0.145221,0.061848,0.033592,0.067089,0.006136,0.00705,0.008077,0.024134,0.021139,-0.008282,-0.000599,0.005798,0.022708,-0.010722,0.00305,0.002738,0.007728,0.001885,0.01063,0.007986,0.000495,-0.012695,-0.027715,0.000479
JAG34:JAG34,0.125205,0.144205,0.064111,0.041344,0.059703,0.00753,0.001645,0.006923,0.022089,0.01713,0.000974,-0.002398,0.000595,0.016102,-0.013843,-0.002519,0.007041,0.004434,0.00352,0.002501,0.007986,0.008779,0.00456,-0.024582,-0.008742
JAG58:JAG58,0.119514,0.136081,0.072407,0.040698,0.065243,0.017291,-0.002115,0.013384,0.027406,0.010752,-0.011367,-0.004046,-0.002379,0.013349,-0.007329,0.011933,0.022556,0.003294,0.002137,0.014132,0.012228,-0.000495,-0.001232,-0.02651,-0.004191
JAG78:JAG78,0.127482,0.138112,0.073539,0.045543,0.067397,0.006136,0.001645,0.013384,0.026384,-0.000182,-0.001137,0.000599,0.008474,0.017065,-0.013708,-0.004773,0.015125,-0.004687,0.006788,0.009129,0.0141,-0.007666,-0.002835,-0.034945,-0.008263
JAG82:JAG82,0.125205,0.150298,0.087115,0.047804,0.067089,0.011156,0.001175,0.006923,0.031292,0.002734,-0.000812,-0.007643,0.011447,0.007294,-0.0095,0.012463,0.007432,0.002154,-0.000377,0.008129,0.015223,0.009274,-0.00949,-0.028076,0.00958
JAG85:JAG85,0.126344,0.149283,0.061848,0.032946,0.060319,0.001394,0.005405,0.014999,0.013908,0.014579,0,-0.006744,0.003865,0.006193,-0.019137,-0.01127,0.002477,0.004307,0.005279,-0.000125,0.008485,0.001484,-0.004683,-0.025907,0.008981
JAG93:JAG93,0.12862,0.156392,0.061471,0.02261,0.058472,0.004462,0.009635,0.008538,0.017589,0.014579,0.00406,0.001649,0.004906,0.021332,-0.02253,-0.020949,0.004303,0.000887,0.001257,0.002626,0.007487,0,-0.003081,-0.022895,0.003113
ZEM02:ZEM02,0.118376,0.183811,0.016593,-0.097546,0.057549,-0.049643,-0.009165,0.000923,0.047245,0.093669,0.003573,0.013338,-0.015609,-0.00867,-0.042752,-0.001458,0.033118,0.000127,0.020614,-0.008754,-0.017344,0.005812,-0.001849,0.003012,-0.003353
ZEM04:ZEM04,0.113823,0.183811,0.012445,-0.085595,0.060319,-0.042391,0.001645,-0.007154,0.036405,0.077268,0.009581,0.016186,-0.028097,0.011423,-0.037866,-0.015115,0.01343,0.003674,0.011564,-0.013006,-0.003619,0.001113,-0.003821,0.002651,0.001197
ZEM05:ZEM05,0.1161,0.169593,0.016216,-0.093347,0.061858,-0.042949,0.003525,0.008077,0.044791,0.086198,0.009581,0.019333,-0.020367,0.002064,-0.042888,-0.012331,0.018123,0.003294,0.007919,-0.010255,-0.008235,0.009398,-0.005916,0.004699,-0.004431
ZEM06:ZEM06,0.113823,0.180764,0.010936,-0.079135,0.06832,-0.041555,-0.00094,-0.003461,0.041109,0.080184,0.007145,0.014837,-0.019029,0.00812,-0.038816,-0.020154,-0.000913,0.002914,0.001885,-0.01088,-0.00574,0.009769,-0.006655,-0.006145,0.005029
ZEM07:ZEM07,0.125205,0.180764,0.010936,-0.093347,0.060934,-0.047969,-0.00705,-0.006692,0.043973,0.086198,-0.00065,0.020682,-0.018285,0.010184,-0.043159,-0.006364,0.021513,0.001014,0.009804,-0.016258,-0.008735,-0.000247,-0.001232,-0.003976,0.003832
ZEM08:ZEM08,0.1161,0.180764,0.013576,-0.089794,0.063704,-0.045459,-0.000705,0.005769,0.054608,0.086198,-0.001949,0.013188,-0.024826,-0.004266,-0.040988,-0.006099,0.013299,0,0.00729,-0.007253,-0.009608,0.002844,-0.003081,-0.005663,-0.00012
ZEM09:ZEM09,0.125205,0.171624,0.015839,-0.083657,0.061242,-0.04769,0.002585,-0.000231,0.052154,0.089842,0.013965,0.016785,-0.02438,0.004817,-0.035694,-0.012861,0.018123,0.00038,0.009176,-0.007879,-0.007487,0.001113,-0.012202,-0.007109,0.003473
ZEM11:ZEM11,0.117238,0.188888,0.012822,-0.082042,0.06432,-0.046854,-0.00329,-0.002538,0.0452,0.084375,0.007145,0.016335,-0.029881,-0.003028,-0.031487,-0.019756,0.012778,0.005321,0.012067,-0.014382,-0.013102,-0.002226,-0.001109,-0.006266,-0.001197
ZEM12:ZEM12,0.1161,0.187873,0.000754,-0.095608,0.06432,-0.049364,-0.003995,0.002308,0.050722,0.086744,0.001949,0.005545,-0.027354,0.010459,-0.037459,-0.016176,0.010822,0.002154,0.017849,-0.013757,-0.013726,0.007419,0.003821,-0.007953,0.004431
ZEM13:ZEM13,0.105855,0.186857,0.018479,-0.092055,0.069551,-0.034025,0.001645,0.003461,0.047654,0.082371,0.009906,0.009741,-0.021258,0.003853,-0.035559,-0.025722,-0.000652,0.000127,0.006034,-0.024512,-0.004367,-0.000989,-0.000739,-0.013978,-0.002874
ZEM14:ZEM14,0.1161,0.186857,0.015462,-0.088825,0.053548,-0.047133,-0.009165,-0.007384,0.049904,0.086562,0.010393,0.012439,-0.027205,0.006744,-0.027144,-0.017634,0.003651,0.004814,0.007416,-0.013506,-0.009234,0.009274,-0.0053,-0.001687,-0.005149
ZEM16:ZEM16,0.108132,0.186857,-0.000377,-0.111759,0.06155,-0.051595,-0.00611,-0.003231,0.046222,0.090025,0.004547,0.023979,-0.034043,0.003303,-0.038002,-0.020551,0.025816,-0.000127,0.01169,-0.01088,-0.019715,0.008532,0.001725,0.011086,-0.008981
ZEM19:ZEM19,0.10927,0.178733,0.017348,-0.088179,0.059396,-0.048527,-0.00047,-0.00923,0.047859,0.085286,0.01023,0.014387,-0.028097,-0.006881,-0.032437,-0.013126,0.015907,-0.003674,0.005908,-0.001501,-0.007237,0.006677,-0.001232,-0.010001,-0.003353
ZEM23:ZEM23,0.119514,0.117801,0.032055,0.020026,0.020927,0.008646,-0.003995,0.006461,0.004704,-0.004009,-0.005034,0.008243,-0.000595,-0.001651,0.002307,0.016441,0.01017,-0.003927,0.000377,-0.002876,-0.006489,0.000989,0.00949,0.003012,0.003353
ZEM24:ZEM24,0.112685,0.178733,0.006034,-0.099807,0.067089,-0.043228,-0.001175,-0.000462,0.050517,0.087656,0.01023,0.01109,-0.027948,-0.001514,-0.042616,0.002254,0.038072,-0.002154,0.004148,-0.015257,-0.007487,0.004328,0.001725,-0.001687,-0.002155
ZEM27:ZEM27,0.111547,0.182795,0.003017,-0.10013,0.057241,-0.041555,-0.002585,-0.003692,0.044995,0.090389,0.01153,0.006594,-0.024678,0.004266,-0.029994,-0.029302,-0.001956,-0.001267,0.019483,-0.012381,-0.007237,0.004822,-0.007272,0.002289,-0.006826
ZEM30:ZEM30,0.108132,0.189904,0.005657,-0.101745,0.052933,-0.051037,-0.003525,-0.003461,0.043564,0.083464,0.002923,0.008093,-0.024975,-0.00523,-0.031894,-0.001724,0.0103,0.000507,0.014958,-0.005378,-0.006738,-0.001484,-0.002711,-0.005061,-0.000479
ZEM33:ZEM33,0.114961,0.183811,0.018856,-0.085918,0.058165,-0.035419,-0.0047,-0.003461,0.037019,0.087656,0.001299,0.025028,-0.024975,-0.00055,-0.03393,-0.015248,0.017993,-0.003294,0.002263,-0.01038,-0.013102,0.008779,-0.00986,0.001566,0.002515
ZEM35:ZEM35,0.105855,0.178733,0.012822,-0.093993,0.062473,-0.052989,-0.00564,-0.011769,0.050517,0.08146,0.01088,0.012889,-0.024232,-0.003028,-0.043702,-0.007558,0.00352,0.000507,0.011187,-0.015883,-0.007362,0.002968,-0.003574,-0.003615,-0.004431
ZEM36:ZEM36,0.113823,0.195997,0.008674,-0.093024,0.062165,-0.044344,-0.000705,-0.000692,0.049699,0.094398,0.016401,0.020382,-0.024083,0.003303,-0.045738,-0.0179,0.011735,0.001014,0.01081,-0.01038,-0.019216,-0.003091,0.003574,-0.008314,-0.002634
ZEM39:ZEM39,0.1161,0.150298,0.021496,-0.025517,0.029544,-0.02008,0.000705,0.001615,0.007363,0.038634,0.003573,0.008992,-0.013528,-0.002752,-0.016965,-0.002387,0.015385,-0.00152,0.001006,0,-0.012478,0.006801,0.00493,0.004097,-0.006227

Raw

JAG06:JAG06,0.0109,0.0143,0.0164,0.0104,0.0218,0.0022,0.003,0.0035,0.0118,0.0116,-0.0051,-0.0004,0.0039,0.0165,-0.0079,0.0023,0.0021,0.0061,0.0015,0.0085,0.0064,0.0004,-0.0103,-0.023,0.0004
JAG34:JAG34,0.011,0.0142,0.017,0.0128,0.0194,0.0027,0.0007,0.003,0.0108,0.0094,0.0006,-0.0016,0.0004,0.0117,-0.0102,-0.0019,0.0054,0.0035,0.0028,0.002,0.0064,0.0071,0.0037,-0.0204,-0.0073
JAG58:JAG58,0.0105,0.0134,0.0192,0.0126,0.0212,0.0062,-0.0009,0.0058,0.0134,0.0059,-0.007,-0.0027,-0.0016,0.0097,-0.0054,0.009,0.0173,0.0026,0.0017,0.0113,0.0098,-0.0004,-0.001,-0.022,-0.0035
JAG78:JAG78,0.0112,0.0136,0.0195,0.0141,0.0219,0.0022,0.0007,0.0058,0.0129,-0.0001,-0.0007,0.0004,0.0057,0.0124,-0.0101,-0.0036,0.0116,-0.0037,0.0054,0.0073,0.0113,-0.0062,-0.0023,-0.029,-0.0069
JAG82:JAG82,0.011,0.0148,0.0231,0.0148,0.0218,0.004,0.0005,0.003,0.0153,0.0015,-0.0005,-0.0051,0.0077,0.0053,-0.007,0.0094,0.0057,0.0017,-0.0003,0.0065,0.0122,0.0075,-0.0077,-0.0233,0.008
JAG85:JAG85,0.0111,0.0147,0.0164,0.0102,0.0196,0.0005,0.0023,0.0065,0.0068,0.008,0,-0.0045,0.0026,0.0045,-0.0141,-0.0085,0.0019,0.0034,0.0042,-0.0001,0.0068,0.0012,-0.0038,-0.0215,0.0075
JAG93:JAG93,0.0113,0.0154,0.0163,0.007,0.019,0.0016,0.0041,0.0037,0.0086,0.008,0.0025,0.0011,0.0033,0.0155,-0.0166,-0.0158,0.0033,0.0007,0.001,0.0021,0.006,0,-0.0025,-0.019,0.0026
ZEM02:ZEM02,0.0104,0.0181,0.0044,-0.0302,0.0187,-0.0178,-0.0039,0.0004,0.0231,0.0514,0.0022,0.0089,-0.0105,-0.0063,-0.0315,-0.0011,0.0254,0.0001,0.0164,-0.007,-0.0139,0.0047,-0.0015,0.0025,-0.0028
ZEM04:ZEM04,0.01,0.0181,0.0033,-0.0265,0.0196,-0.0152,0.0007,-0.0031,0.0178,0.0424,0.0059,0.0108,-0.0189,0.0083,-0.0279,-0.0114,0.0103,0.0029,0.0092,-0.0104,-0.0029,0.0009,-0.0031,0.0022,0.001
ZEM05:ZEM05,0.0102,0.0167,0.0043,-0.0289,0.0201,-0.0154,0.0015,0.0035,0.0219,0.0473,0.0059,0.0129,-0.0137,0.0015,-0.0316,-0.0093,0.0139,0.0026,0.0063,-0.0082,-0.0066,0.0076,-0.0048,0.0039,-0.0037
ZEM06:ZEM06,0.01,0.0178,0.0029,-0.0245,0.0222,-0.0149,-0.0004,-0.0015,0.0201,0.044,0.0044,0.0099,-0.0128,0.0059,-0.0286,-0.0152,-0.0007,0.0023,0.0015,-0.0087,-0.0046,0.0079,-0.0054,-0.0051,0.0042
ZEM07:ZEM07,0.011,0.0178,0.0029,-0.0289,0.0198,-0.0172,-0.003,-0.0029,0.0215,0.0473,-0.0004,0.0138,-0.0123,0.0074,-0.0318,-0.0048,0.0165,0.0008,0.0078,-0.013,-0.007,-0.0002,-0.001,-0.0033,0.0032
ZEM08:ZEM08,0.0102,0.0178,0.0036,-0.0278,0.0207,-0.0163,-0.0003,0.0025,0.0267,0.0473,-0.0012,0.0088,-0.0167,-0.0031,-0.0302,-0.0046,0.0102,0,0.0058,-0.0058,-0.0077,0.0023,-0.0025,-0.0047,-0.0001
ZEM09:ZEM09,0.011,0.0169,0.0042,-0.0259,0.0199,-0.0171,0.0011,-0.0001,0.0255,0.0493,0.0086,0.0112,-0.0164,0.0035,-0.0263,-0.0097,0.0139,0.0003,0.0073,-0.0063,-0.006,0.0009,-0.0099,-0.0059,0.0029
ZEM11:ZEM11,0.0103,0.0186,0.0034,-0.0254,0.0209,-0.0168,-0.0014,-0.0011,0.0221,0.0463,0.0044,0.0109,-0.0201,-0.0022,-0.0232,-0.0149,0.0098,0.0042,0.0096,-0.0115,-0.0105,-0.0018,-0.0009,-0.0052,-0.001
ZEM12:ZEM12,0.0102,0.0185,0.0002,-0.0296,0.0209,-0.0177,-0.0017,0.001,0.0248,0.0476,0.0012,0.0037,-0.0184,0.0076,-0.0276,-0.0122,0.0083,0.0017,0.0142,-0.011,-0.011,0.006,0.0031,-0.0066,0.0037
ZEM13:ZEM13,0.0093,0.0184,0.0049,-0.0285,0.0226,-0.0122,0.0007,0.0015,0.0233,0.0452,0.0061,0.0065,-0.0143,0.0028,-0.0262,-0.0194,-0.0005,0.0001,0.0048,-0.0196,-0.0035,-0.0008,-0.0006,-0.0116,-0.0024
ZEM14:ZEM14,0.0102,0.0184,0.0041,-0.0275,0.0174,-0.0169,-0.0039,-0.0032,0.0244,0.0475,0.0064,0.0083,-0.0183,0.0049,-0.02,-0.0133,0.0028,0.0038,0.0059,-0.0108,-0.0074,0.0075,-0.0043,-0.0014,-0.0043
ZEM16:ZEM16,0.0095,0.0184,-0.0001,-0.0346,0.02,-0.0185,-0.0026,-0.0014,0.0226,0.0494,0.0028,0.016,-0.0229,0.0024,-0.028,-0.0155,0.0198,-0.0001,0.0093,-0.0087,-0.0158,0.0069,0.0014,0.0092,-0.0075
ZEM19:ZEM19,0.0096,0.0176,0.0046,-0.0273,0.0193,-0.0174,-0.0002,-0.004,0.0234,0.0468,0.0063,0.0096,-0.0189,-0.005,-0.0239,-0.0099,0.0122,-0.0029,0.0047,-0.0012,-0.0058,0.0054,-0.001,-0.0083,-0.0028
ZEM23:ZEM23,0.0105,0.0116,0.0085,0.0062,0.0068,0.0031,-0.0017,0.0028,0.0023,-0.0022,-0.0031,0.0055,-0.0004,-0.0012,0.0017,0.0124,0.0078,-0.0031,0.0003,-0.0023,-0.0052,0.0008,0.0077,0.0025,0.0028
ZEM24:ZEM24,0.0099,0.0176,0.0016,-0.0309,0.0218,-0.0155,-0.0005,-0.0002,0.0247,0.0481,0.0063,0.0074,-0.0188,-0.0011,-0.0314,0.0017,0.0292,-0.0017,0.0033,-0.0122,-0.006,0.0035,0.0014,-0.0014,-0.0018
ZEM27:ZEM27,0.0098,0.018,0.0008,-0.031,0.0186,-0.0149,-0.0011,-0.0016,0.022,0.0496,0.0071,0.0044,-0.0166,0.0031,-0.0221,-0.0221,-0.0015,-0.001,0.0155,-0.0099,-0.0058,0.0039,-0.0059,0.0019,-0.0057
ZEM30:ZEM30,0.0095,0.0187,0.0015,-0.0315,0.0172,-0.0183,-0.0015,-0.0015,0.0213,0.0458,0.0018,0.0054,-0.0168,-0.0038,-0.0235,-0.0013,0.0079,0.0004,0.0119,-0.0043,-0.0054,-0.0012,-0.0022,-0.0042,-0.0004
ZEM33:ZEM33,0.0101,0.0181,0.005,-0.0266,0.0189,-0.0127,-0.002,-0.0015,0.0181,0.0481,0.0008,0.0167,-0.0168,-0.0004,-0.025,-0.0115,0.0138,-0.0026,0.0018,-0.0083,-0.0105,0.0071,-0.008,0.0013,0.0021
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ZEM36:ZEM36,0.01,0.0193,0.0023,-0.0288,0.0202,-0.0159,-0.0003,-0.0003,0.0243,0.0518,0.0101,0.0136,-0.0162,0.0024,-0.0337,-0.0135,0.009,0.0008,0.0086,-0.0083,-0.0154,-0.0025,0.0029,-0.0069,-0.0022
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