Genomic landscape of the Great Steppe: Genetic variants in healthy Kazakh individuals

Study Information

Year 2025

Territory Central Asia

Abstract

Genomic studies on Central Asian populations are still limited, and this study presents the first comprehensive, high-quality genotyping dataset for 224 healthy individuals of Kazakh origin. The data were generated using the Illumina Infinium SNP Genotyping Array GSA MG v2, covering 665,608 SNPs, with 523,630 SNPs retained after quality control. This dataset serves as a valuable reference for comparative studies focused on human genomics, supporting research in population clustering, ethnicity validation, and diverse biomedical investigations on Kazakh individuals. This resource marks a significant contribution to genomic research on individuals from underrepresented region of Central Asia.

View Original Study Download PDF

G25 Coordinates 224 samples

Download

Kazakh_Karaganda_Argyn:203960450010_R01C01,0.060326,-0.219354,0.050157,-0.007429,-0.037545,-0.012829,0.00188,0.008769,0.000409,0.000182,-0.012666,-0.001649,-0.003568,-0.001101,0.001629,0.007425,0.009388,0.004941,0.003897,0.002626,-0.015597,-0.00272,-0.010846,-0.002771,-0.006826
Kazakh_Karaganda_Argyn:203960450023_R03C02,0.066017,-0.234587,0.042615,-0.001292,-0.039084,-0.020638,0.013396,0.013153,0.003681,-0.01549,-0.022085,0.00045,-0.001487,-0.001101,0.008958,0.001061,0.004824,-0.001774,-0.009176,0.003001,-0.01435,-0.003957,-0.00949,0.003735,0.002036
Kazakh_Karaganda_Argyn:203960450023_R05C02,0.080814,-0.169593,0.053551,0.007429,-0.035391,-0.005299,0.00658,0.007154,-0.016362,-0.008565,-0.014128,-0.002548,-0.009663,-0.011836,-0.004886,-0.00411,0.00339,0.003167,0.002765,0,-0.004617,-0.002349,-0.012448,0.008555,-0.00479
Kazakh_Mongolia_Kerey:203960450023_R08C02,0.072847,-0.225448,0.046763,-0.010982,-0.032006,-0.006414,0.015746,0.010153,-0.007363,0.004191,-0.018675,0.001349,0.002825,-0.00289,0.006379,-0.000663,-0.013299,-0.003674,0.004399,-0.001126,-0.014474,-0.008903,-0.005793,-0.004458,0.004311
Kazakh_Karaganda_Argyn:203960450010_R09C01,0.064879,-0.218339,0.040729,-0.003876,-0.035699,-0.02008,0.020446,0.023537,-0.003068,0.000364,-0.01835,-0.002997,0.009217,-0.001376,0.005972,0.005834,0.004433,-0.002787,0.000377,0.002001,-0.009234,-0.007419,-0.018734,-0.005663,0.002634
Kazakh:203960450037_R06C02,0.07057,-0.208184,0.0445,-0.016796,-0.044008,-0.013108,0.013161,0.017768,-0.000409,0.003827,-0.032965,-0.007493,0.00669,-0.004542,0.001629,-0.016574,-0.020992,0.004814,-0.004525,-0.003126,-0.018343,0.00507,-0.0053,0.004097,-0.000599
Kazakh_Almaty:203960450038_R10C01,0.064879,-0.213261,0.050534,-0.012597,-0.037853,-0.010598,0.00987,0.014076,-0.01084,-0.004191,-0.018837,-0.001948,-0.005649,-0.003578,0.003664,-0.001591,-0.005867,-0.004561,-0.00176,0.009505,-0.01722,0.003833,-0.010723,0.007953,0.007544
Kazakh_Almaty:203967400070_R03C02,0.066017,-0.232556,0.048271,-0.00646,-0.041854,-0.010319,0.006345,0.007615,-0.007363,-0.008565,-0.023709,-0.001948,0.003122,-0.000826,0.009365,0.003845,0.011083,-0.004941,0.001257,0.012881,-0.014974,-0.000618,-0.012818,0.008676,0.002874
Kazakh_Almaty:203967400093_R08C01,0.063741,-0.22951,0.051666,-0.007106,-0.042469,-0.013108,0.011281,0.011076,-0.001841,-0.000729,-0.01835,0.003447,0.000446,0.003303,0.00285,-0.013657,-0.028684,0.004434,0.014581,0.004627,-0.010232,-0.009027,-0.019227,-0.002048,0.000718
Kazakh_Almaty:203967400070_R02C02,0.061464,-0.243727,0.057699,-0.007106,-0.035699,-0.018407,0.013161,0.017768,-0.006545,-0.007107,-0.02582,0,0.006095,-0.016515,0.003393,-0.008486,-0.008475,-0.003421,0.005279,0.005378,-0.027077,-0.006183,0.001232,0.005302,0.006227
Kazakh_Almaty:203967400070_R08C01,0.07057,-0.224432,0.039598,-0.001938,-0.038469,-0.012271,0.016216,0.011538,-0.003272,-0.008383,-0.024521,-0.002098,0,-0.00578,-0.005429,0.008618,-0.00339,-0.004814,0.001006,-0.002251,-0.014974,0.000618,-0.002958,0.00012,-0.00467
Kazakh_Almaty:203967400093_R09C01,0.07057,-0.178733,0.047894,-0.004845,-0.041854,-0.012271,0.0094,0.01223,-0.012476,-0.005467,-0.015589,-0.01079,0.013379,-0.002752,-0.008279,0.006895,0.000913,0.003041,0.007416,0.006128,-0.011355,0.007048,-0.009367,0.000723,-0.000599
Kazakh_Karaganda:203960450024_R01C01,0.084229,-0.121864,0.060716,0.007106,-0.02185,-0.001394,0.012221,0.017768,-0.004704,-0.009476,-0.007632,-0.008393,0.013825,0.003578,-0.004479,-0.00358,-0.005085,-0.002914,-0.004525,0.008504,0.003619,0.000124,-0.006286,-0.003856,0.008861
Kazakh_Karaganda:203960450024_R02C01,0.067156,-0.234587,0.046009,-0.00646,-0.029544,-0.013387,0.006815,0.011307,-0.005727,-0.007107,-0.026956,-0.004346,0.001635,0.003165,0.004479,-0.004773,-0.007041,-0.001647,0.002514,-0.004877,-0.008235,-0.004451,-0.004067,-0.001566,-0.000838
Kazakh_Karaganda:203960450024_R03C01,0.062603,-0.221385,0.050911,-0.011951,-0.034468,-0.017291,0.013161,0.008307,-0.005113,-0.008018,-0.02582,3e-04,0.014123,-0.008395,0.008958,0.003182,-0.003129,-0.008488,-0.007919,0.014507,-0.013975,-0.006801,-0.012941,0.00241,-0.001796
Kazakh_Karaganda:203960450024_R04C01,0.064879,-0.234587,0.049026,-0.008075,-0.034468,-0.008367,0.01034,0.010153,0.004295,0.004738,-0.027119,-0.011839,0.000149,0.002064,0.003936,0.001326,0.00326,0.006714,0.004651,0.013632,-0.017344,-0.003215,-0.009367,-0.001205,-0.011256
Kazakh_Karaganda_Argyn:203960450024_R06C01,0.072847,-0.225448,0.059962,-0.014212,-0.051394,-0.019801,0.017861,0.020307,-0.002659,-0.003827,-0.017051,-0.002548,-0.003271,0.007156,0.007057,-0.005834,-0.012647,-0.002154,-0.001634,0.009254,-0.01148,-0.002968,-0.007518,-0.010242,-0.004191
Kazakh_Karaganda_Argyn:203960450024_R07C01,0.067156,-0.225448,0.039975,-0.00646,-0.039084,-0.016733,0.008695,0.004154,-0.005522,-0.000182,-0.027931,0.001049,0.003717,-0.001376,-0.002307,0.008353,0.003912,0.000507,0.007416,0.004127,-0.01148,-0.009645,-0.013557,-0.001566,-0.000479
Kazakh_Karaganda_Argyn:203960450024_R08C01,0.068294,-0.228494,0.038466,0.004522,-0.040931,-0.010877,0.015746,0.005538,-0.009817,0,-0.016401,-0.005245,0.009068,-0.005918,0.002714,0.005436,0.001695,-0.002154,-0.001885,0.006503,-0.006364,-0.007172,-0.012571,0.006145,-0.001197
Kazakh_Almaty:203960450038_R03C02,0.078538,-0.157407,0.05242,0.002907,-0.020619,-0.018686,0.00564,0.002308,-0.007158,-0.00492,-0.013641,-0.004046,-0.004014,0.003165,-0.001221,-0.004243,-0.01708,-0.004687,0.008799,0.004877,-0.005615,-0.000618,-0.002958,-0.010965,0.000359
Kazakh_Almaty:203960450038_R05C02,0.073985,-0.21123,0.043746,0.003876,-0.036622,-0.013387,0.014571,0.008769,-0.011249,-0.009659,-0.01494,-0.008992,0.006392,-0.005367,0.005565,-0.000398,-0.007171,-0.001774,0.009553,-0.01063,-0.005116,-0.002473,-0.002342,-0.001687,-0.002036
Kazakh_Almaty:203967400093_R05C01,0.069432,-0.218339,0.057699,-0.011305,-0.037238,-0.01255,0.008695,0.017307,-0.00225,-0.000364,-0.019487,-0.002398,0.001933,-0.00234,0.007057,0.005171,-0.001304,0.001267,-0.002137,0.012381,-0.013851,-0.001607,-0.011585,0.010483,-0.000838
Kazakh_Almaty:203960450037_R10C02,0.069432,-0.228494,0.040352,-0.011305,-0.029544,-0.013108,0.018096,0.014999,-0.011658,0.001093,-0.016239,-0.007343,0.003122,-0.004817,-0.003257,0.006232,0.000782,0.005321,0.008547,0.005127,-0.010606,-0.007914,-0.011955,-0.006025,-0.006107
Kazakh_Almaty:203960450038_R06C02,0.073985,-0.232556,0.046009,-0.008398,-0.037545,-0.015618,0.01034,0.012461,0.005522,-0.004009,-0.016239,0.001649,-0.004608,0.007156,0.006922,-0.017369,-0.024903,0.001774,0.003771,0.005628,-0.009733,-0.008532,-0.014173,-0.003615,0.003832
Kazakh_Almaty:203960450038_R04C02,0.05805,-0.24068,0.050534,-0.014858,-0.033852,-0.018407,0.010575,0.015692,-0.00409,0,-0.020948,-0.008842,-0.000892,0.010597,0.003664,-0.005436,-0.001825,-0.00114,0.000503,0.01038,-0.013476,0.001855,-0.01479,-0.002169,0.008981
Kazakh_Almaty:203960450038_R08C02,0.059188,-0.253882,0.049403,-0.009044,-0.033852,-0.017012,0.00893,0.013615,-0.00409,0.000911,-0.032153,-0.001349,-0.007433,-0.003716,0.006786,0.008751,0.006389,-0.00038,0.002011,0.008629,-0.003119,-0.009027,-0.010599,0,-0.000359
Kazakh_Almaty:203960450039_R03C01,0.055773,-0.254898,0.049403,-0.00969,-0.041546,-0.020638,0.015746,0.019845,-0.001432,-0.003098,-0.025657,-0.007044,0.000595,-0.00055,-0.004886,-0.001061,0.004303,0.006841,-0.000251,0.011255,-0.012478,0.003462,-0.016885,0.004579,0.003233
Kazakh_Almaty:203967400070_R01C01,0.060326,-0.254898,0.057699,-0.009044,-0.0437,-0.017849,0.009165,0.005769,-0.004295,-0.003462,-0.013478,-0.004196,0.002676,-0.001376,-0.004072,0.004508,0.000522,-0.004814,0.006159,0.008504,-0.021712,-0.00643,-0.010353,0.004217,0.003832
Kazakh_Karaganda_Argyn:203960450024_R09C01,0.068294,-0.231541,0.050157,-0.004199,-0.040007,-0.013666,0.012926,0.012461,-0.004704,-0.005649,-0.020623,0.003297,0.001635,0.007019,0.005972,-0.0118,-0.01682,-0.0019,0.007542,0.009755,-0.010482,0.005688,-0.005053,0.003012,0.008023
Kazakh_Almaty:203967400070_R04C01,0.068294,-0.239665,0.039221,-0.020349,-0.038469,-0.013108,0.013631,0.015692,-0.006545,-0.008018,-0.024845,-0.007194,0.001338,-0.001376,-0.000543,0.002387,-0.004955,0.000507,0.00817,0.002376,-0.011854,-0.006306,-0.007148,0.005181,0.000718
Kazakh_Almaty:203967400070_R04C02,0.05805,-0.217323,0.038089,-0.008075,-0.030775,-0.006414,0.014336,0.011769,-0.005318,0.000911,-0.024845,-0.007194,0.002973,-0.006744,-0.000814,0.008884,0.005085,0.00114,0.010433,0.006628,-0.021213,-0.011994,-0.009983,0.004338,0.00455
Kazakh_Almaty:203966730116_R12C02,0.068294,-0.242712,0.053551,-0.017442,-0.030775,-0.0251,0.00329,0.019384,0,0.003645,-0.026632,-0.008393,0.004757,0.002752,0.00665,-0.001591,0,-0.000633,-0.001508,0.00988,-0.008735,-0.005688,-0.003697,0.000361,0.001557
Kazakh_Almaty:203966730116_R11C02,0.061464,-0.222401,0.056945,-0.021641,-0.03416,-0.009203,0.006815,0.021691,-0.002863,0.001276,-0.024196,0.000599,0.002527,0.006193,0.000407,-0.00305,-0.01017,-0.000633,-0.001634,0.013757,-0.013227,0.002473,-0.015406,-0.002289,0.008861
Kazakh_Almaty:203967400093_R07C01,0.069432,-0.217323,0.045254,-0.017765,-0.03416,-0.010319,0.009635,0.009,-0.010635,-0.005103,-0.025008,-0.000899,0.00223,-0.010322,0.009365,0.008088,-0.001043,0.003041,0.006285,0.014257,-0.009234,-0.009892,-0.007025,-0.001928,0.000958
Kazakh_Almaty:203967400093_R04C02,0.062603,-0.221385,0.043369,-0.008075,-0.040623,-0.019243,0.010105,0.006692,-0.006545,0.000182,-0.031503,-0.004496,-0.0055,0.002615,0.00475,-0.002387,-0.007171,-0.005068,0.001006,0.010255,-0.012728,0.00643,-0.00493,-0.000964,-0.000359
Kazakh_Almaty:203967400070_R03C01,0.072847,-0.189904,0.02489,-0.004522,-0.037238,-0.006693,-0.001175,0.000692,-0.00225,-0.013668,-0.022572,-0.008243,0.004906,-0.00289,0.0038,0.001326,-0.008084,-0.005574,0.01345,0.007629,-0.020589,-0.003339,0.003697,0.000964,0.00012
Kazakh_Almaty:203967400093_R10C01,0.078538,-0.151314,0.057699,0.007752,-0.031698,-0.00251,0.00752,0.002769,-0.01943,-0.007472,-0.019974,-0.004346,0.000446,0.001927,-0.004207,0.005171,0.00678,-0.002027,-0.006285,0.009254,0.002995,-0.006306,-0.003451,0.005061,-0.002874
Kazakh_Almaty:203967400108_R08C01,0.067156,-0.20209,0.053551,-0.007106,-0.040315,-0.01255,0.00564,0.011307,-0.007158,-0.000364,-0.012991,3e-04,0.005798,0.001101,0.002172,-0.001193,-0.000522,-0.007095,0.008296,0.004877,-0.005241,-0.007914,-0.009367,0.002048,0.009101
Kazakh_Almaty:203967400093_R06C01,0.085367,-0.114755,0.05506,0.021318,-0.019696,-0.004462,0.015511,0.008769,-0.015544,-0.014943,-0.006008,-0.005395,0.004757,0.003716,0.006107,0.001856,-0.008866,-0.002407,-0.00088,0.002626,-0.012977,-0.015209,-0.006162,0.006748,-0.002275
Kazakh_Akmola_Argyn:203960450024_R11C01,0.054635,-0.242712,0.052043,-0.008398,-0.035699,-0.020359,0.00799,0.013615,-0.009817,-0.003827,-0.027931,-0.005545,0.000149,0.000413,0.008686,-0.009281,-0.007041,0.00076,0.003394,0.019509,-0.015473,-0.003586,-0.015159,0.002289,0.003233
Kazakh:203960450024_R12C01,0.063741,-0.234587,0.042615,-0.012597,-0.038161,-0.024263,0.011281,0.01823,-0.000409,0.007107,-0.015589,0.001499,0.003271,0.005367,-0.000407,-0.004773,-0.01708,0.002027,0.006913,0.005878,-0.011605,0.003586,-0.006532,-0.006145,-0.006347
Kazakh_Akmola_Argyn:203960450024_R03C02,0.063741,-0.228494,0.041483,-0.017119,-0.040931,-0.010877,0.00987,0.013384,-0.003886,-0.000729,-0.025657,0.002398,0.009514,-0.007019,0.0038,0.010342,0.007693,-0.003547,0.003394,0.006878,-0.010107,0.003215,-0.00456,-0.001084,0.005868
Kazakh_Karaganda_Argyn:203960450024_R04C02,0.063741,-0.21123,0.058831,-0.010336,-0.0397,-0.012829,0.018801,0.008538,0.002454,-0.002916,-0.023059,0.002548,-0.004906,0.009083,0.006107,-0.02148,-0.020861,0.00114,0.00264,0.007879,-0.011854,-0.009521,-0.005053,-0.002289,0.013651
Kazakh_Karaganda_Argyn:203960450024_R05C02,0.05805,-0.251851,0.05506,-0.010982,-0.0437,-0.01004,0.011281,0.023768,-0.004909,0.006378,-0.02111,-0.001499,-0.005203,0.008533,0.0076,-0.010872,-0.0236,0.00038,0.002765,0.002001,-0.023334,-0.009521,-0.003574,0.001928,-0.003592
Kazakh_Karaganda_Argyn:203960450010_R11C01,0.066017,-0.232556,0.044877,-0.004845,-0.033852,-0.02008,0.00282,0.012692,0.002045,-0.011663,-0.018512,-0.004046,0.00892,0.010735,-0.001629,-0.002917,-0.00691,-0.001014,-0.000503,0.004127,-0.013227,-0.00915,-0.008751,0.000361,-0.002395
Kazakh_Karaganda_Argyn:203960450024_R06C02,0.0774,-0.201075,0.051288,-0.003876,-0.026466,-0.009482,0.013161,0.01523,-0.001227,-0.011116,-0.02111,-0.002698,-0.001784,-0.001789,0.00475,0.004906,0.006389,0,-0.002765,0.004627,-0.01672,0.003833,-0.008627,0.002771,0.007065
Kazakh_Kyzylorda:203967400093_R11C01,0.073985,-0.170609,0.036581,-0.014535,-0.038161,-0.012271,0.014336,0.017307,-0.007772,0.003645,-0.023059,-0.001798,0,-0.000963,0.00095,0.009679,0.016298,0.006841,0.008045,0.010255,0.001996,-0.004328,-0.008504,-0.001446,0.002515
Kazakh_Kyzylorda:203967400108_R06C01,0.071709,-0.203106,0.038843,-0.004522,-0.03139,-0.014781,0.014101,0.011076,-0.009817,0.000911,-0.011692,0.001049,0.00223,0.003716,0.00475,-0.006364,-0.005867,-0.00228,-0.005405,0.007629,-0.006613,0.000866,-0.006902,0.005784,0.008263
Kazakh_Kyzylorda:203960450038_R10C02,0.076261,-0.192951,0.054682,0.004199,-0.027697,0.000837,0.016921,0.016615,-0.007363,-0.00656,-0.011205,-0.004496,0.008176,0.003028,0.000271,-0.001724,-0.010952,-0.009248,0.004902,0.003252,-0.017469,0.003091,-0.002711,-0.000964,0.001078
Kazakh_Kyzylorda:203960450038_R12C02,0.068294,-0.227479,0.049403,-0.010336,-0.037545,-0.01506,0.00658,0.014076,-0.006136,-0.001093,-0.022572,-0.001349,-0.001635,-0.001927,-0.000543,-0.001989,-0.011474,-0.001394,-0.001006,0.006628,-0.011979,-0.004946,-0.013434,-0.000964,-0.003712
Kazakh_Kyzylorda:203960450037_R12C02,0.064879,-0.218339,0.048649,-0.005168,-0.037853,-0.011992,0.015276,0.020538,-0.003886,-0.00328,-0.017538,0.004496,0.001189,-0.001239,0.006515,0.001326,0.00013,0.009248,-0.000754,0.007879,-0.019091,-0.008285,-0.011462,-0.008917,-0.005868
Kazakh_Kyzylorda:203967400070_R09C02,0.059188,-0.234587,0.046763,-0.015827,-0.031083,-0.02008,0.006345,0.008307,-0.011658,-0.000911,-0.02176,-0.003747,0.001784,-0.002752,-0.001357,-0.008353,-0.009257,-0.00038,0.007039,0.001626,-0.007237,-0.003091,-0.009244,-0.000843,0.003113
Kazakh_Kyzylorda:203960450037_R08C02,0.069432,-0.227479,0.04714,-0.010982,-0.037853,-0.005299,0.00329,0.009692,-0.000409,0.003827,-0.016239,0.00045,0.011298,-0.008533,0.008007,0.006629,0.00665,0.00152,-0.001634,0.004127,-0.013476,-0.000989,-0.011585,0.001687,-0.001916
Kazakh_Kyzylorda:203960450037_R09C02,0.068294,-0.208184,0.044877,-0.017119,-0.037545,-0.013387,0.0047,0.008769,-0.007976,-0.000182,-0.022572,-0.002698,0.004014,-0.004679,0.004207,-0.010475,-0.009257,0,0.000754,0.008629,-0.017344,-0.006925,-0.014913,-0.006627,-0.011256
Kazakh_Kyzylorda:203967400093_R02C02,0.067156,-0.215292,0.051288,-0.003876,-0.044316,-0.010877,0.009635,0.019615,-0.000409,0,-0.021273,3e-04,0.004757,-0.000826,-0.004479,-0.007558,-0.007562,0.004181,0.001006,0.015257,-0.009858,-0.001237,-0.003697,-0.009037,0.005029
Kazakh_Kyzylorda:203967400070_R01C02,0.075123,-0.207168,0.042615,-0.01292,-0.036007,-0.001116,0.014336,0.014076,-0.010022,-0.003827,-0.026794,-0.007643,0.003568,-0.005918,-0.000543,0.0118,0.011735,-0.005574,-0.00088,0.008129,-0.013102,0.005441,-0.010599,-0.001325,-0.001916
Kazakh_Kyzylorda:203967400070_R12C02,0.07057,-0.166547,0.046009,0.004522,-0.030775,-0.011713,0.00564,0.015461,0.003681,-0.00492,-0.015914,-0.009891,0.000743,0.00289,0,0.006099,0.009127,0.000633,0.001508,0.013882,-0.015223,-0.004451,-0.012325,0.005422,-0.000718
Kazakh_Kyzylorda:203960450039_R01C01,0.067156,-0.199044,0.053551,-0.01292,-0.030775,-0.010877,0.000705,0.005538,-0.015748,-0.004556,-0.027768,-0.000599,0.002676,-0.003578,0.004614,-0.00358,-0.000913,-0.006081,0.000126,0.007003,-0.018842,-0.003462,-0.00986,-0.007471,-0.005748
Kazakh_Kyzylorda:203966730116_R10C02,0.062603,-0.222401,0.0445,-0.010013,-0.037238,-0.018965,0.012221,0.006231,-0.007567,-0.006743,-0.026632,-0.006294,-0.003568,0.000413,0.004072,0.002121,0.00352,-0.006208,0.007165,0.006253,-0.012228,-0.009521,-0.005546,0.006627,-0.001437
Kazakh_Kyzylorda:203967400093_R02C01,0.05805,-0.232556,0.050911,-0.01292,-0.032006,-0.01506,0.003995,0.014307,-0.002454,-0.001458,-0.027768,-0.005695,0.001338,-0.006468,0.002172,0.005834,0.00326,0.005194,0.003017,0.010255,-0.013975,0.001855,-0.022431,0.005904,-0.004191
Kazakh_Kyzylorda:203967400093_R01C02,0.067156,-0.217323,0.043746,-0.010013,-0.044624,-0.018407,0.010575,0.014999,-0.009817,-0.010205,-0.018675,-0.009292,0.00223,-0.003165,-0.004886,-0.008618,-0.003912,-0.002027,0.00176,0.002751,-0.014599,-0.003091,-0.015776,0.00241,0.003233
Kazakh_Kyzylorda:203967400093_R12C01,0.055773,-0.226463,0.047517,-0.020995,-0.034468,-0.016733,0.015041,0.012923,-0.013294,0.002187,-0.030367,-0.004646,0.007879,0.007844,0.000136,-0.002784,-0.003912,-0.006081,0.002514,0.006628,-0.010731,-0.006925,-0.015899,-0.00723,0.010059
Kazakh_Kyzylorda:203967400093_R05C02,0.067156,-0.227479,0.05242,-0.017765,-0.040931,-0.007809,0.00752,0.005538,-0.006545,-0.001458,-0.026794,-0.002098,-0.001933,0.007019,0.003393,-0.002387,-0.014212,0.004307,0.003142,0.004752,-0.009982,-0.013231,-0.016269,-0.005543,-0.000239
Kazakh_Kyzylorda:203967400093_R03C02,0.07057,-0.178733,0.046009,-0.000969,-0.031698,-0.014781,0.009165,0.011999,-0.004295,0.000364,-0.022897,0.000899,0.005054,0.004679,-0.000814,-0.002917,-0.007823,-0.0019,0.007793,0.002501,-0.004866,0.006677,-0.00986,0.001928,-0.000599
Kazakh_Kyzylorda:203967400093_R01C01,0.061464,-0.185842,0.039598,-0.015504,-0.051702,-0.019522,0.00799,0.008307,-0.007567,-0.007107,-0.017051,-0.007194,0.012785,-0.001101,0.005565,0.000928,-0.004433,-0.00038,-0.002891,0.001251,-0.018592,-0.001607,-0.003204,0.006145,0.004071
Kazakh_Karaganda_Argyn:203960450024_R07C02,0.059188,-0.232556,0.049403,-0.006137,-0.034468,-0.016176,0.00987,0.017999,-0.014726,-0.001822,-0.023709,-0.001649,0.004162,-0.005505,0.003122,0.006364,0.004955,0.003421,0.009679,0.012381,-0.015722,-0.001731,-0.016762,-0.003374,-0.006945
Kazakh_Kyzylorda:203967400108_R01C01,0.061464,-0.224432,0.047517,-0.004199,-0.044931,-0.010598,0.010575,0.001846,-0.001023,-0.003827,-0.030204,0.003297,-0.000149,-0.004266,0.000814,0.000398,-0.000522,-0.00076,0.003897,0.004627,-0.007112,-0.000742,-0.015776,0.006507,-0.004431
Kazakh_Kyzylorda:203960450037_R11C02,0.07057,-0.197013,0.040352,-0.008721,-0.029852,-0.019522,0.012221,0.007154,-0.00634,0.003462,-0.033777,-0.004196,0.001189,0.009909,0.001629,-0.006895,-0.009779,0.004181,-0.000754,0.009254,-0.011355,-0.005812,-0.001849,0.006989,-0.007305
Kazakh_Kyzylorda:203960450038_R11C02,0.069432,-0.204121,0.033941,-0.014535,-0.036314,-0.009482,0.008225,0.014769,-0.005113,-0.002005,-0.015102,-0.002698,-0.005352,-0.006606,-0.002986,0.004906,0.004433,-0.00228,0.003645,0.009505,-0.015223,-0.007914,-0.013311,0.007953,-0.002155
Kazakh_Kyzylorda:203967400070_R07C01,0.07057,-0.206152,0.043369,-0.014858,-0.030775,-0.013108,0.018801,0.013846,-0.013703,-0.008383,-0.02176,-0.001649,0.003271,-0.001239,0.005157,0.011668,0.007432,-0.002407,-0.005028,0.008129,-0.015597,-0.003833,-0.010106,0.001205,-0.001916
Kazakh_Kyzylorda:203967400070_R11C02,0.071709,-0.197013,0.042238,-0.008398,-0.042162,0.002789,0.011045,0.017999,-0.01268,-0.005285,-0.020623,-0.004946,0.000446,0.00812,-0.004343,-0.007292,-0.00678,-0.004687,-0.004399,-0.004377,-0.014225,-0.009398,-0.017994,0.000361,0
Kazakh_Kyzylorda:203967400108_R03C01,0.066017,-0.225448,0.042615,-0.022287,-0.038161,-0.01004,0.006345,0.010384,0.001023,0.004191,-0.026145,0.00045,-0.002081,0.003716,0.004886,0.007955,0.004563,-0.000253,-0.002263,0.013757,-0.020339,-0.011129,0.001479,-0.00012,-0.010418
Kazakh_Kyzylorda:203967400108_R02C01,0.056912,-0.228494,0.04714,-0.010982,-0.044316,-0.011992,0.011751,0.009692,-0.012067,-0.002187,-0.032802,0.005545,-0.005203,-0.001927,0.004343,-0.00411,-0.010952,-0.011149,-0.004777,0.009379,-0.017594,-0.001978,-0.012818,0.005422,-0.001078
Kazakh_Kyzylorda:203967400093_R04C01,0.055773,-0.236618,0.057699,-0.017765,-0.043393,-0.019801,0.015981,0.017076,-0.006749,-0.004009,-0.025008,-0.000599,0.000892,0.001101,-0.00285,-0.001061,0.004955,0.008361,0.003645,0.006878,-0.014225,-0.00643,-0.006039,-0.001687,-0.001916
Kazakh_Kyzylorda:203967400093_R03C01,0.073985,-0.175687,0.037335,-0.005168,-0.042162,-0.011713,0.01081,0.010384,-0.011044,-0.005103,-0.02241,-0.00045,0.00223,0.008533,0.0038,0.005701,-0.005085,0.002534,0.011564,0.006253,-0.015098,-0.001484,-0.008504,-0.000602,0.000599
Kazakh_Kyzylorda:203967400070_R02C01,0.067156,-0.221385,0.041106,-0.014858,-0.045547,-0.006693,0.005405,0.011999,-0.003068,-0.004738,-0.021435,-0.008542,0.005203,0.000138,0.009229,-0.005304,-0.01017,-0.00228,-0.001885,0.002626,-0.014225,-0.003215,-0.010106,-0.007712,-0.003712
Kazakh_Kyzylorda:203967400108_R05C01,0.068294,-0.185842,0.038466,-0.00969,-0.040931,-0.012271,0.014806,0.008077,-0.012067,-0.000911,-0.019324,-0.001948,0.004906,-0.00812,0.011129,0.015778,0.002999,-0.006588,0.002765,0.005002,-0.014599,0.003957,-0.008874,-0.001928,0.004311
Kazakh_Kyzylorda:203966730116_R07C02,0.066017,-0.209199,0.038466,-0.00323,-0.032006,-0.002789,0.00752,0.007154,-0.009817,0.009476,-0.014453,0.002997,0.003419,-0.001789,-0.003122,0.004508,0.001956,0.003674,-0.002765,0.001126,-0.009982,-0.009398,-0.004437,0.000482,-0.006107
Kazakh_Akmola_Argyn:203960450024_R08C02,0.064879,-0.227479,0.056191,-0.008721,-0.043085,-0.016455,0.011751,0.010615,-0.008795,0.001822,-0.016076,-0.005545,-0.006838,-0.00523,0.0038,-0.003182,0.006258,-0.002914,0.004525,0.006628,-0.018842,-0.005317,-0.012078,0.004097,0.001676
Kazakh_Karaganda_Argyn:203960450024_R09C02,0.062603,-0.236618,0.052797,-0.00646,-0.044008,-0.013666,0.0047,0.014538,0.000205,-0.007107,-0.024683,-0.01139,0.007284,0.002477,0.0038,0.007425,-0.009779,0.003801,0.01169,0.003752,-0.01984,-0.002844,-0.009737,0.001325,0.002754
Kazakh_Karaganda_Tattibay:203960450037_R02C01,0.060326,-0.231541,0.049403,-0.015181,-0.040315,-0.015897,0.011045,0.019384,-0.000409,-0.004738,-0.019811,-0.007493,0.000297,0.001927,-0.010858,-0.009546,-0.006258,0.004941,0.008045,0.01088,-0.005241,-0.013354,-0.007395,0.001084,0.007784
Kazakh_Karaganda_Argyn:203960450037_R03C01,0.07057,-0.179749,0.04978,0.004199,-0.040315,-0.013108,0.00846,0.006231,0.000205,-0.004191,-0.025008,0.002248,0.006838,0.00055,0.003257,0.009944,0.009127,-0.002787,-0.004777,0.003377,-0.019466,0,-0.002711,0.005663,0.006586
Kazakh_Kostanay:203960450038_R05C01,0.078538,-0.157407,0.047517,0.008721,-0.029544,-0.016455,0.012456,0.020076,-0.003681,-0.002187,-0.011854,-0.005245,0.003865,-0.005367,0.001221,-0.007823,-0.009779,-0.008235,0.004399,0.004252,-0.005116,0.000371,-0.014297,0,-0.001437
Kazakh_Kostanay:203967400070_R06C02,0.061464,-0.213261,0.043369,0.000323,-0.043085,-0.013387,0.012691,0.004615,-0.005931,-0.007654,-0.020623,-0.001649,0.002379,-0.005643,-0.000814,0.006895,0.005607,0.00152,0.000754,0.003627,-0.012104,-0.004575,-0.012325,-0.001446,-0.005987
Kazakh_Kostanay:203960450038_R09C02,0.063741,-0.236618,0.057699,-0.012597,-0.044931,-0.016455,0.015041,0.010615,-0.003681,-0.005285,-0.019974,0.002548,-0.002081,0.004266,0.011129,-0.002254,0.002477,0.001267,0.003394,0.011881,-0.018592,0.000618,-0.022431,-0.001325,-0.004071
Kazakh_Kostanay:203967400070_R05C02,0.060326,-0.219354,0.042615,-0.00969,-0.042162,-0.008367,0.021386,0.015692,-0.003272,0.002187,-0.018999,-0.003597,0.007433,0.003578,0.005157,-0.011138,-0.005998,-0.000887,-0.000251,0.006253,-0.018467,-0.007666,-0.01405,-0.003976,0.003353
Kazakh_Kostanay:203966730116_R09C02,0.055773,-0.24982,0.046386,-0.013243,-0.04647,-0.012271,0.010105,0.012923,-0.010226,-0.006925,-0.025333,-0.005545,0.001338,-0.005092,-0.001629,-0.000133,0.001825,-0.00228,0.006034,0.009254,-0.013476,-0.005441,-0.013804,0.006025,0.002515
Kazakh_Kostanay:203967400108_R07C01,0.072847,-0.212246,0.053174,-0.005491,-0.029852,-0.007809,0.017861,0.014307,-0.001841,0.002734,-0.025008,0.004946,0.000149,-0.002477,0.010043,-0.015778,-0.009518,0.002154,0.008296,0.01088,-0.014724,-0.004946,-0.009367,-0.005543,0.002634
Kazakh_Kostanay:203960450037_R07C02,0.091058,-0.096475,0.066373,0.018734,-0.009232,0.005299,0.012691,0.014769,-0.001023,-0.003098,-0.009581,-0.002548,0.003568,0.010735,0.0038,0.008221,0.001565,-0.00038,-0.003268,0.003752,-0.003868,-0.006554,-0.000739,0.004699,0.003473
Kazakh_Kostanay:203960450038_R07C01,0.072847,-0.195997,0.050157,0.004522,-0.044931,-0.010877,0.011281,0.020307,-0.00634,-0.011845,-0.008119,-0.00045,0.001635,-0.008808,0.000407,0.000265,-0.002347,-0.005068,0.003645,0.001626,-0.007736,0.001607,-0.003328,-0.013978,0.001078
Kazakh_Kostanay:203960450038_R11C01,0.064879,-0.22951,0.049026,-0.012597,-0.030775,-0.013945,0.010575,0.019384,-0.003068,-0.007654,-0.030691,-0.007343,0.000892,-0.009083,0.005293,0.011005,0.002477,-0.000633,-0.003771,0.005378,-0.004742,-0.003091,-0.005053,0.006386,0.000958
Kazakh_Kostanay:203967400093_R06C02,0.07057,-0.216308,0.039598,-0.007106,-0.044316,-0.010319,0.009635,0.010615,-0.009817,-0.004556,-0.024683,-0.005845,0.001784,-0.003441,-0.000543,0.003978,0.005998,-0.003547,0.004777,0.016008,-0.006863,-0.003833,-0.011216,0.010483,-0.002874
Kazakh_Kostanay:203960450038_R04C01,0.066017,-0.208184,0.050534,-0.007106,-0.038776,-0.009761,0.00094,0.016615,-0.010022,0.00328,-0.025008,-0.004946,0.004757,-0.006744,-0.003936,0.016441,0.007171,-0.001647,0.007039,0.000625,-0.012977,-0.006306,-0.003451,0.001687,0.015448
Kazakh_Kostanay:203967400070_R12C01,0.056912,-0.238649,0.047894,-0.011305,-0.042777,-0.019243,0.00564,0.008307,-0.000614,-0.003827,-0.028743,-0.002997,-0.002081,-0.00234,-0.006379,-0.005038,-0.008475,0.005321,0.003017,0.008879,-0.009234,-0.011129,-0.014297,0.002048,0.003832
Kazakh_Karaganda_Aidabol:203960450037_R05C01,0.062603,-0.248805,0.054305,-0.003876,-0.03416,-0.009203,0.003055,0.009692,-0.005113,-0.007472,-0.023384,-0.002847,0.007136,0.002477,0.004072,0,-0.007041,0.000887,0.001131,0.006253,-0.011729,-0.006306,-0.007518,-0.002289,0.003592
Kazakh_Kostanay:203967400093_R11C02,0.068294,-0.22037,0.055437,-0.00969,-0.030775,-0.011435,0.00846,0.010384,-0.003681,-0.007472,-0.025982,0.000899,0.000595,0.002477,-0.00095,-0.008088,-0.018123,0.006588,-0.00264,-0.001751,-0.006988,0.002102,-0.00912,0.007712,0.00479
Kazakh_Kostanay:203967400070_R11C01,0.059188,-0.245758,0.050534,-0.009367,-0.0397,-0.01506,0.010575,0.013615,0.005113,0.005832,-0.026956,0.008542,0.000892,0.01679,-0.003936,-0.010607,-0.013299,-0.005954,0.004777,0.004877,-0.004742,-0.008285,-0.008874,-0.004338,-0.002994
Kazakh_Kostanay:203967400093_R09C02,0.066017,-0.224432,0.040352,-0.015181,-0.047086,-0.011713,0.01081,0.018461,-0.007158,-0.001276,-0.020948,-0.003297,0.003419,0.011147,0.000679,0.005701,-0.00665,-0.003927,-0.000503,0.004377,-0.011854,-0.008532,-0.010106,-0.006868,-0.002515
Kazakh_Kostanay:203967400070_R05C01,0.069432,-0.218339,0.043746,-0.004522,-0.038776,-0.014502,0.014336,0.019384,-0.001841,-0.00492,-0.023384,-0.008243,0.011298,0.003028,0.002172,0.002519,0.00691,-0.005574,-0.00352,0.014132,-0.011729,0.005564,-0.012818,0.000482,0.001197
Kazakh_Kostanay:203967400093_R10C02,0.062603,-0.248805,0.043746,-0.01938,-0.040315,-0.011435,0.014806,0.016615,-0.008795,-0.000182,-0.024683,-0.001649,-0.001189,0.002615,0.001764,0.014983,0.005607,-0.004434,0.000754,0.016883,-0.015722,-0.005317,-0.008874,0.003856,0.002634
Kazakh_Kostanay:203967400093_R08C02,0.063741,-0.225448,0.044877,-0.016473,-0.036314,-0.016176,0.013161,0.006461,0.00634,-0.006925,-0.019487,-0.003897,-0.002527,0.003716,0.007872,-0.008353,-0.011865,-0.0019,-0.003771,0.00963,-0.015597,0.00136,-0.005053,0.00012,0.003113
Kazakh_Kostanay:203967400070_R07C02,0.07057,-0.216308,0.057322,-0.014535,-0.037238,-0.024821,0.017156,0.009,-0.00859,-0.005467,-0.023871,-0.002398,-0.007879,-0.001514,-0.000271,-0.003845,0.00013,0.004434,0.003645,0.007754,-0.010606,-0.005812,-0.004067,-0.004699,0.00455
Kazakh_Kostanay:203967400093_R12C02,0.104717,-0.031481,0.065242,0.021641,0.000308,0.007809,0.015041,0.010384,-0.001841,-0.009476,-0.012017,-0.003747,0.009217,0.016102,-0.0095,-0.013922,-0.018645,-0.000127,0.002891,-0.001501,-0.01148,-0.004081,-0.006902,0.003133,-0.005389
Kazakh_Kostanay:203966730116_R08C02,0.062603,-0.22037,0.0445,0.007106,-0.032621,-0.02008,0.016451,0.013153,-0.007158,0.000182,-0.026794,-0.006294,0.000149,0.003441,0.008415,0.005038,0.004172,-0.001647,-0.000126,0.009254,0.00025,0.00136,-0.002711,-0.002771,-0.002994
Kazakh_Kostanay:203967400070_R10C01,0.059188,-0.245758,0.054305,-0.00646,-0.045547,-0.018686,0.011045,0.018461,-0.003068,-0.006196,-0.019649,0.006294,0.002379,0.004542,0.004614,-0.004243,-0.005607,0.000127,0.008673,0.005628,-0.007736,-0.003462,-0.005053,0.004217,0.009101
Kazakh_Uzbekistan_Bagis:203960450037_R07C01,0.078538,-0.159438,0.052797,0.012274,-0.024004,-0.005857,0.011516,0.010615,-0.005522,-0.008201,-0.005846,-0.004646,0.01115,-0.013212,-0.006515,-0.003845,-0.009518,0.00114,-0.005279,0.002876,-0.007112,0.001484,-0.009983,0.010001,0.002874
Kazakh_Karaganda_Kanzhygaly:203960450037_R11C01,0.063741,-0.225448,0.050911,-0.017442,-0.034468,-0.01506,0.00376,0.002308,-0.007363,-0.010023,-0.019974,-0.002098,0.004608,-0.005643,0.001629,-0.005038,-0.011735,-0.000887,0.001885,0.002376,-0.015473,-0.001484,-0.017501,0.001928,0.000359
Kazakh_Karaganda_Nayman:203960450037_R12C01,0.060326,-0.224432,0.045632,-0.008721,-0.029852,-0.016455,0.01081,0.011769,-0.006749,0.000182,-0.030854,-0.002248,-0.000595,0.0139,0.002579,0.007292,-0.007953,-0.001394,-0.002137,0.007128,-0.015972,-0.00779,-0.006409,-0.004338,-0.007664
Kazakh_Karaganda_Karakesek:203960450037_R01C02,0.066017,-0.232556,0.052797,-0.010013,-0.032621,-0.021475,0.011751,0.015461,-0.000818,0.005467,-0.024196,-0.01079,0.003865,0.001101,0.001629,-0.003315,0.001043,-0.002787,0,0.005753,-0.008485,-0.009892,-0.014297,0.002048,-0.002515
Kazakh_Mongolia_Kangeldy:203960450037_R02C02,0.063741,-0.241696,0.041483,-0.016473,-0.032929,-0.011156,0.013396,0.021461,0.003477,-0.002551,-0.013803,-0.003447,0.003419,0.001101,-0.003936,-0.004906,-0.002477,-0.003167,0.000251,0.004002,-0.015223,0.005317,-0.010723,0.00494,0.00012
Kazakh_Karaganda_Argyn:203960450010_R03C02,0.061464,-0.245758,0.055814,-0.020995,-0.030159,-0.015618,0.012691,0.016845,0,-0.002369,-0.03264,-0.001499,0.001933,-0.007156,0.007736,-0.007027,-0.008605,0.005448,0.008799,0.009755,-0.012852,-0.014344,-0.016515,0.000723,-0.003473
Kazakh_Karaganda_Argyn:203960450010_R04C02,0.066017,-0.231541,0.052043,-0.015504,-0.03693,-0.013666,0.005875,0.009461,-0.002454,-0.001276,-0.020948,-0.004796,-0.007433,-0.001927,-0.000543,-0.002917,0.001565,0.000633,0.004399,0.008004,-0.008859,0.000866,-0.01405,0.000361,-0.011376
Kazakh_Karaganda_Argyn:203960450010_R02C01,0.088782,-0.097491,0.064865,0.014858,0.00277,-0.007809,0.009635,0.007384,0.001636,-0.01221,-0.017213,-0.004346,0.000743,0.0139,-0.003393,-0.015513,-0.018254,-0.006461,0.004525,-0.007379,-0.001996,-0.004946,-0.007148,0.001928,0.005628
Kazakh_Alimuli:203967400108_R03C02,0.069432,-0.21123,0.050534,-0.010013,-0.033852,-0.009203,0.015041,0.010153,-0.007158,-0.007472,-0.031828,0.002248,0.000149,0.001651,0.005157,-0.005569,-0.016298,0.003674,0.009427,0.00025,-0.022211,-0.011129,-0.007395,0.001084,-0.004311
Kazakh_Aktobe:203967400108_R04C02,0.064879,-0.239665,0.050534,-0.018411,-0.037238,-0.014781,0.015041,0.014076,-0.011044,0.004556,-0.025333,-0.007793,0.003568,-0.001927,0.007057,-0.009149,-0.008866,0.00076,0.008045,-0.002626,-0.008485,-0.005935,-0.015406,-0.005543,0.002994
Kazakh_Ysty:203967400108_R05C02,0.092197,-0.066009,0.018479,-0.005168,-0.040007,-0.001116,0.016216,0.005538,-0.026793,-0.021504,-0.012179,0.006444,-0.013231,-0.009221,0.006515,-0.006364,-0.002608,-0.000507,0.001634,0.005753,-0.00287,-0.00272,0.002835,-0.000602,-0.012214
Kazakh_Taraz_Aday:203967400108_R07C02,0.060326,-0.217323,0.033564,-0.018411,-0.037238,-0.011156,0.013161,0.013615,-0.007976,-0.004191,-0.030367,-0.005095,0.006838,0.001927,-0.002986,0.014717,0.002868,0.007475,0.007039,0.007879,-0.012228,0.000742,-0.012818,0.001325,0.007185
Kazakh_Mangystau_Kete:203967400108_R08C02,0.07057,-0.205137,0.044877,-0.008075,-0.031698,-0.00753,0.00893,0.017076,-0.007567,-0.00893,-0.023871,-0.004196,-0.001189,-0.005643,-0.000407,-0.002387,0,-0.001647,-0.006285,0.011506,-0.015098,-0.005441,-0.003821,-0.004097,0.002994
Kazakh_Aktobe_Karauyl:203967400108_R09C02,0.073985,-0.164516,0.062602,0.010013,-0.031698,-0.005299,0.011045,0.017076,-0.0045,0.003462,-0.015265,-0.01124,0.009514,0.005092,0.002172,-0.004375,-0.008605,0.007221,0.009302,-0.001,-0.007237,-0.014344,-0.014297,-0.000964,0.001078
Kazakh_NorthKazakhstan_Karakesek:203967400108_R10C02,0.062603,-0.230525,0.04978,-0.01938,-0.0397,-0.014502,0.011045,0.006461,-0.002863,-0.002005,-0.01494,-0.001948,0.010406,0.001376,0.001493,-0.005171,-0.0103,0.004561,0.010307,0.008254,-0.007986,-0.003091,-0.009367,0.003615,-0.001796
Kazakh_Karaganda_Kyrgyz:203967400108_R11C02,0.064879,-0.230525,0.046009,-0.005168,-0.028928,-0.023706,0.0047,0.014307,-0.006136,0.006743,-0.020948,0.002997,-0.002081,-0.012111,-0.000543,-0.001591,-0.003651,-0.003421,0.002514,-0.003502,-0.008984,-0.006677,-0.014913,-0.00241,-0.001676
Kazakh_Astana_Nayman:203967400108_R12C02,0.075123,-0.18178,0.060339,0.008721,-0.029544,-0.011992,0.012456,0.014076,-0.007567,-0.00492,-0.013965,-0.004496,0.00996,-0.009771,-0.002036,0.011668,0.001565,-0.008108,-0.008296,0.009755,-0.021462,-0.007543,-0.010106,0.003494,-0.001317
Kazakh_Semei:203967400096_R05C02,0.063741,-0.225448,0.057322,-0.007429,-0.044316,-0.004183,0.008695,0.010384,0.003272,0.002551,-0.022247,-0.009442,0.000297,0.003991,0.001629,-0.007823,-0.022296,0.002154,0.010936,0.006378,-0.005865,-0.00136,-0.014543,-0.007591,0.00012
Kazakh:203967400096_R06C02,0.063741,-0.218339,0.053551,-0.015504,-0.041546,-0.02761,0.013396,0.007615,0.000818,0.00328,-0.015589,-0.009591,0.001487,-0.003991,-0.008279,0.003315,-0.004172,-0.000253,-0.001257,0.013506,-0.021712,0,-0.014297,0.003133,-0.003473
Kazakh:203967400096_R07C02,0.076261,-0.155376,0.05506,0.000969,-0.028005,-0.004183,0.007755,0.008307,-0.000614,-0.005649,-0.020786,-0.00015,0.006392,0.00055,0.006922,-0.010607,-0.010691,0,0.003017,0.003877,-0.015348,0.004575,-0.016638,0.009519,0.008023
Kazakh_WestKazakhstan_Konyrat:203967400096_R08C02,0.060326,-0.237634,0.042238,-0.021641,-0.035699,-0.013108,0.00987,0.014999,0.001432,-0.00164,-0.020623,-0.000899,0.000595,-0.003853,0.003529,-0.000265,0.000913,-0.003041,-0.006536,0.013256,-0.00574,0.00136,-0.012448,0.001807,-0.001437
Kazakh_Shymkent_Kerey:203967400096_R09C02,0.066017,-0.227479,0.064488,-0.010659,-0.0437,-0.010598,0.008695,0.010384,-0.01084,-0.009841,-0.022085,3e-04,0.003717,0.000963,0.011808,-0.001061,-0.005607,0.001394,0.004777,0.006878,-0.022959,0.004081,-0.008997,0.004699,0.005868
Kazakh_Arkalyk:203967400096_R10C02,0.087644,-0.12491,0.05242,0.012597,-0.021235,-0.003068,0.011045,0.017307,-0.013703,-0.012028,-0.012179,-0.002698,0.003717,-0.004542,-0.005836,0.001193,0.000391,0.004054,-0.004525,0.006628,-0.006489,0.000371,-0.013188,0.000241,-0.004311
Kazakh:203967400096_R11C02,0.066017,-0.224432,0.047517,-0.013243,-0.035699,-0.01506,0.015511,0.00923,-0.005113,-0.002369,-0.022085,-0.004946,0.00773,0,0.005836,-0.013392,-0.025555,0.001394,0.00264,-0.002126,-0.009608,-0.00272,-0.021445,-0.000241,0.011017
Kazakh_Kanly:203967400096_R12C02,0.066017,-0.223416,0.039975,-0.005814,-0.027697,-0.010319,0.00611,0.018692,-0.003886,-0.007654,-0.019324,0.001049,-0.004906,0.006606,0.005836,-0.016839,-0.013038,0.005068,0.001885,0.002376,-0.011979,-0.01422,-0.010353,-0.001928,0.000599
Kazakh_Karaganda_Kanzhygaly:203960450010_R09C02,0.066017,-0.221385,0.051288,-0.010336,-0.041854,-0.018407,0.006815,0.006,-0.011453,-0.010205,-0.020948,0.000899,-0.002081,-0.00234,-0.002036,-0.010475,-0.00678,-0.004307,0.000251,0.01063,-0.009483,-0.000989,-0.000246,0.000482,-0.001437
Kazakh_Mongolia_Kerey:203960450010_R10C02,0.059188,-0.243727,0.054682,-0.006783,-0.033852,-0.011435,0.006345,0.013615,-0.000205,-0.001822,-0.019487,-0.006444,0.00773,-0.000826,0.003664,0.006099,0.007823,0.001267,-0.008547,0.014132,-0.009982,0.001113,-0.010723,0.00241,-0.004071
Kazakh_Karaganda_Aidabol:203960450010_R11C02,0.066017,-0.225448,0.057699,-0.010659,-0.042162,-0.014502,0.014571,0.017076,-0.001636,-0.006743,-0.023384,0.002248,0.002973,0.00289,0.004614,-0.007425,-0.007041,0.004687,0.000503,0.005753,-0.026204,0.002226,-0.0053,-0.000964,-0.002994
Kazakh_Karaganda_Argyn:203960450010_R12C02,0.063741,-0.241696,0.053928,-0.006783,-0.044624,-0.019522,0.00564,0.020307,0.002454,0.005285,-0.030042,-0.001199,0.001041,0.003441,0.004343,-0.006364,-0.010561,0.00114,-0.00088,0.004002,-0.01435,-0.000124,-0.010353,-0.00482,-0.000359
Kazakh_Karaganda_Argyn:203960450014_R01C01,0.068294,-0.237634,0.054305,-0.001938,-0.029544,-0.013666,0.00094,0.015461,-0.007158,-0.002005,-0.016076,0.004346,0.00223,-0.001376,-0.001221,0.001061,-0.001956,0.000633,-0.009679,0.002501,-0.019341,-0.001484,-0.015036,0.006868,-0.008023
Kazakh_Karaganda_Karzhas:203960450014_R03C01,0.085367,-0.131003,0.056568,0.017442,-0.024928,-0.007251,0.011516,0.003231,-0.007772,-0.007289,-0.013965,-0.002248,0.001189,-0.000413,0.001086,0.006762,0.011343,0.00152,0.003897,0.005503,-0.021213,-0.008779,-0.008997,0.006627,-0.006227
Kazakh_Karaganda:203960450014_R04C01,0.062603,-0.231541,0.051666,-0.011951,-0.041546,-0.009203,0.013161,0.006692,-0.00634,0.007289,-0.018675,3e-04,0.002379,0.004679,0.001764,-0.012861,-0.016298,-0.002027,-0.003645,0.005628,-0.015597,0.000866,-0.004437,-0.010483,0.005269
Kazakh_Karaganda_Argyn:203960450014_R05C01,0.068294,-0.231541,0.050911,-0.015181,-0.038161,-0.014781,0.018801,0.013153,-0.009817,-0.005467,-0.035563,-0.003297,0.003717,-0.000138,0.005836,0.013922,0.005346,-0.000887,0.008296,0.006878,-0.00861,-0.005317,-0.005176,-0.005061,-0.006347
Kazakh_Karaganda:203960450014_R06C01,0.07057,-0.228494,0.042238,-0.007429,-0.030159,-0.010877,0.011281,0.006461,-0.002863,0.000364,-0.018675,-0.003447,0.007284,-0.007432,0.006379,0.011535,0.009909,0.009755,-0.005028,0.007629,-0.007487,-0.009398,-0.013434,-0.002289,0.002634
Kazakh_Karaganda_Karzhas:203960450014_R07C01,0.062603,-0.232556,0.051288,-0.004845,-0.0397,-0.010319,0.014806,0.014307,-0.007158,-0.007836,-0.032802,-0.000899,0.001635,0.004129,0.003664,-0.00305,-0.008736,0.000253,0.001383,0.002626,-0.005241,-0.011623,-0.006162,0.000723,-0.003473
Kazakh_Karaganda_Telgem:203960450010_R03C01,0.064879,-0.232556,0.055437,-0.00969,-0.049855,-0.02761,0.015041,0.024922,-0.007363,0.002005,-0.017863,0.004946,-0.007879,-0.008257,0.001629,0.00716,0.004433,-0.000633,-0.000126,0.009004,-0.010232,-0.003957,-0.008381,-0.00241,-0.004071
Kazakh_Karaganda_Argyn:203960450014_R08C01,0.069432,-0.218339,0.038466,-0.011628,-0.036622,-0.019801,0.017861,0.017307,-0.012476,0.000729,-0.023546,-0.00015,0.002973,-0.006055,0.005157,0.00716,0.001825,0.0019,0.004651,0.012756,-0.023334,0.000866,-0.012571,-0.009278,0.001078
Kazakh_Karaganda_Argyn:203960450014_R09C01,0.081953,-0.162485,0.052043,0.000323,-0.017542,-0.006414,0.011751,0.006,-0.004909,-0.010205,-0.024358,-0.005695,0.008325,-0.001651,-0.002579,-0.001724,-0.000261,-0.003167,0.005028,5e-04,-0.005989,0.001484,-0.003574,-0.00012,0.012813
Kazakh_Karaganda_Aidabol:203960450014_R10C01,0.067156,-0.226463,0.045632,-0.011305,-0.037238,-0.010877,0.007755,0.010615,-0.011044,0.002734,-0.030691,0.001499,-0.002081,0.002064,-0.006922,0.006497,0.01356,-0.000253,0.002514,0.006628,-0.016221,-0.003339,-0.015159,-0.003253,0.001078
Kazakh_Karaganda_Karzhas:203960450014_R11C01,0.072847,-0.226463,0.051666,-0.020026,-0.036622,-0.014223,0.016686,0.010615,-0.007976,-0.001093,-0.031016,-0.005095,0.003717,0.003716,0.000271,0.003447,0.00665,0.003547,0.004399,0.01088,-0.015473,-0.004822,-0.012078,0.003494,-0.005628
Kazakh_Karaganda_Aidabol:203960450010_R06C01,0.063741,-0.227479,0.052043,-0.006783,-0.037853,-0.014781,0.015981,0.010615,-0.011862,-0.004738,-0.028256,-0.001948,0.005054,0.003716,-0.002579,0.001193,-0.003912,0.004307,0.007542,0.006003,-0.008235,-0.0115,-0.016392,-0.004458,-0.007903
Kazakh_Karaganda_Karzhas:203960450014_R01C02,0.071709,-0.227479,0.051666,-0.01292,-0.033852,-0.013108,0.014806,0.014076,0.000818,-0.005649,-0.024358,-3e-04,-0.005054,0.000826,0.004479,-0.000663,-0.014864,0.001647,0.003394,0.008129,-0.012977,-0.005193,0.002095,0.005061,-0.003952
Kazakh_Karaganda_Argyn:203960450014_R03C02,0.066017,-0.216308,0.039975,-0.002584,-0.036622,-0.001116,0.009635,0.016615,-0.015339,-0.01221,-0.025008,-0.002248,0.004162,-0.008257,0.009636,-0.011668,-0.010691,0.00152,0.005154,0.004627,-0.010232,-0.004575,-0.011339,0.005422,-0.003353
Kazakh_Karaganda:203960450014_R04C02,0.078538,-0.169593,0.053174,0.009367,-0.033545,-0.008088,0.015276,0.013384,-0.003068,-0.011663,-0.009256,-0.001349,0.005649,-0.005505,-0.001493,-0.002652,-0.007432,-0.000127,-0.005279,-0.002251,-0.007237,-0.012736,-0.016762,0.001084,0.009939
Kazakh_EastKazakhstan_Nayman:203960450014_R05C02,0.07057,-0.239665,0.04978,-0.005491,-0.048932,-0.012829,0.006345,0.006923,-0.001432,0.001458,-0.01494,0.001649,0.006541,-0.008257,-0.006379,-0.007558,-0.002217,-0.003167,0.006285,0.005503,-0.006364,-0.001855,-0.003204,-0.006627,0.001557
Kazakh_Karaganda_Argyn:203960450014_R06C02,0.067156,-0.21123,0.055814,0.007752,-0.035699,-0.00251,0.011751,0.015692,-0.007158,-0.005832,-0.02582,-0.001349,0.002081,-0.002202,0.001086,-0.009016,-0.008996,0.000887,-0.005279,-0.003126,-0.009982,0.002349,-0.011339,-0.001687,-0.005628
Kazakh_Karaganda_Argyn:203960450014_R07C02,0.071709,-0.224432,0.051288,-0.015504,-0.042777,-0.024263,0.00893,0.014538,-0.006749,0.000911,-0.025657,-0.002997,0.001487,0.003578,-0.002986,-0.00411,-0.01004,0.008615,0.000251,0.008754,-0.010856,-0.002473,-0.015899,0.002651,0.000958
Kazakh_Karaganda:203960450014_R08C02,0.063741,-0.221385,0.048271,-0.008721,-0.042162,-0.013945,0.019036,0.011999,-0.009204,0.000729,-0.019324,0.000899,0.000595,-0.01734,0.002579,0.002652,0.000261,-0.00038,-0.003268,0.013381,-0.014724,0.000742,-0.020829,0.000964,-0.002275
Kazakh_Pavlodar_Kulyk:203960450014_R12C02,0.067156,-0.209199,0.045632,-0.005491,-0.033237,-0.011992,0.017156,0.010615,-0.003681,-0.005467,-0.024845,-0.003297,-0.002973,0.004129,0,-0.008353,-0.020731,-0.002027,0.014204,0.006378,-0.010482,0.003462,-0.004437,-0.005181,-0.005868
Kazakh_Karaganda_Argyn:203960450023_R01C01,0.066017,-0.251851,0.050157,-0.018088,-0.029544,-0.014223,0.00517,0.009461,-0.007567,0.002005,-0.026469,0.004646,0.003865,-0.001514,0.003393,-0.011403,0.00352,0.004181,0.009302,0.007629,-0.006239,-0.002102,-0.017008,-0.001807,0.00491
Kazakh_Turkistan_Konyrat:203960450023_R02C01,0.072847,-0.209199,0.043369,-0.00646,-0.028928,-0.011992,0.01034,0.016153,-0.00859,0.004191,-0.028093,0,-0.001933,0.001514,0.003936,0.009281,-0.001304,-0.004054,0.004525,0.006628,-0.013975,0,-0.009613,0.007591,-0.002874
Kazakh_Karaganda_Argyn:203960450023_R04C01,0.062603,-0.22037,0.052043,-0.009367,-0.041238,-0.011435,0.012221,0.008307,-0.009408,-0.007289,-0.018999,-0.005545,0.001189,-0.010459,0.005157,0.00411,0.003781,0.003167,-0.003645,0.014757,-0.010606,0,-0.008134,0.001446,0.002874
Kazakh_Russia_Kypshak:203960450023_R05C01,0.088782,-0.094444,0.064111,0.024548,-0.014464,-0.010319,0.00752,0.016153,-0.006954,-0.014761,-0.012991,-0.004496,0.006244,0.002615,-0.0095,0.002784,-0.002477,-0.001774,0.00264,-0.005378,-0.01148,0.005441,-0.004437,-0.008555,0.001078
Kazakh_Karaganda_Argyn:203960450023_R06C01,0.063741,-0.222401,0.05506,-0.010336,-0.044931,-0.00502,0.012456,0.011076,-0.009817,0.00328,-0.029717,-0.001199,0.000149,-0.002615,0.0038,-0.010475,0.001304,-0.00076,0.003645,0.004627,-0.010482,-0.002844,-0.011216,-0.001205,0.00012
Kazakh_Karaganda_Argyn:203960450010_R08C01,0.073985,-0.173656,0.05506,0.00646,-0.028621,-0.008646,0.011516,0.013846,-0.003477,-0.007836,-0.02241,-0.000899,0.005798,-0.000826,0,0.002652,-0.017341,0.001394,-0.005279,-0.010005,-0.006364,-0.004575,-0.015776,0.002289,-0.006227
Kazakh_WestKazakhstan_Aday:203960450023_R07C01,0.073985,-0.217323,0.051288,-0.010336,-0.029852,-0.020359,0.014336,0.008538,-0.005727,-0.002916,-0.012991,0.00015,-0.001338,-0.00055,-0.006107,0.000133,0.00013,0.000887,0.004902,0.012506,-0.011979,-0.005688,-0.006902,-0.010604,0.006227
Kazakh_Karaganda_Argyn:203960450023_R08C01,0.063741,-0.233572,0.048271,-0.010659,-0.040315,-0.01255,0.016686,0.012923,-0.005931,-0.014397,-0.021922,0.003297,-0.007136,0.003578,0.006515,-0.001061,-0.006519,-0.00266,0.002011,0.003126,-0.015722,-0.001731,-0.008874,-0.005061,-0.00455
Kazakh_Karaganda:203960450023_R09C01,0.066017,-0.231541,0.047894,-0.008075,-0.036622,-0.019243,0.00658,0.011999,-0.005727,0.002005,-0.023222,-0.007194,-0.003419,-0.003165,0.000407,0.005569,0.022296,-0.001774,0.002514,0.004252,-0.012603,-0.00272,-0.012078,-0.005663,0.006227
Kazakh_Karaganda_Argyn:203960450023_R10C01,0.072847,-0.219354,0.043746,-0.001938,-0.045239,-0.008367,0.01034,0.010615,0.005522,0.000547,-0.024358,-0.004046,0.008028,0.002752,-0.003393,-0.011005,-0.005476,-0.001774,0.000251,0.004627,-0.011105,-0.004204,-0.011462,-0.008676,0.001078
Kazakh_Karaganda:203960450023_R11C01,0.067156,-0.228494,0.057699,-0.017442,-0.030467,-0.015897,0.007755,0.017538,-0.006136,0.001093,-0.027931,-0.004046,0.003122,0.001101,0.005022,0.002519,-0.001173,0.002534,-0.000126,0.008254,-0.011105,-0.011376,-0.011462,0.006627,0.003592
Kazakh_Karaganda_Argyn:203960450023_R12C01,0.064879,-0.231541,0.0445,-0.012274,-0.030467,-0.008088,0.010105,0.006692,-0.01084,-0.004191,-0.02923,-0.006744,0.00669,0.005643,0.008279,-0.008618,-0.023078,0.006334,-0.006285,0.004252,-0.018467,-0.001607,-0.021938,-0.001446,-0.001317
Kazakh_Karaganda_Argyn:203960450023_R01C02,0.061464,-0.226463,0.051288,-0.010659,-0.035699,-0.018686,0.019036,0.017307,-0.004909,0.002734,-0.019162,0.002098,-0.00223,0.001376,0.012215,0.005304,0.008214,-0.001267,-0.005028,0.007379,-0.012977,-0.009521,-0.010723,0.008917,-0.005868
Kazakh_Ekibastuz_Argyn:203960450039_R05C01,0.063741,-0.225448,0.04714,-0.010659,-0.043085,-0.019243,0.015981,0.006692,0.000409,-0.004556,-0.028418,-0.001049,0.005054,0.006468,0.008143,-0.006762,-0.001043,-0.002027,-0.002011,0.002251,-0.011979,-0.009398,-0.012571,0.004097,-0.005868
Kazakh_Akmola_Argyn:203960450039_R06C01,0.063741,-0.207168,0.038843,0.000646,-0.036622,-0.019522,0.00611,0.013153,-0.005113,-0.004009,-0.023709,-0.002997,0.002379,0.003028,0.009229,-0.006364,-0.002347,-0.000127,-0.002765,0.011881,-0.01672,-0.002102,-0.006902,-0.004699,0.008622
Kazakh_Almaty_Konyrat:203960450039_R07C01,0.064879,-0.222401,0.049403,0,-0.041238,-0.023427,0.009165,0.018461,-0.009613,-0.000729,-0.023384,-0.006145,0.005352,-0.004266,-0.008007,0.001724,0.007823,0.003674,-0.000251,0.007253,-0.013227,-0.012242,-0.019966,-0.000361,0.005269
Kazakh_WestKazakhstan_Baybakti:203960450039_R08C01,0.060326,-0.237634,0.04714,-0.008721,-0.032006,-0.011435,0.015511,0.02123,-0.008999,0.005467,-0.023871,-0.007643,0.000297,-0.008945,0.002714,-0.003447,-0.001434,-0.000887,-0.002137,-0.001876,-0.015972,0.002597,-0.014543,0.005422,-0.005748
Kazakh_Karaganda_Nayman:203960450039_R09C01,0.067156,-0.194982,0.053174,0.004199,-0.036007,-0.026216,0.00705,0.006461,-0.006749,-0.00164,-0.012666,-0.005095,0.005649,-0.01734,-0.008686,0.005436,0.006128,-0.000507,-0.007919,-0.00075,0.00574,-0.009645,-0.019843,0.006748,-0.007185
Kazakh_Almaty_Argyn:203960450039_R10C01,0.066017,-0.24068,0.053174,-0.018088,-0.038776,-0.023706,0.006815,0.004846,0.000409,0.00328,-0.020299,0.003597,0.008176,-0.010322,-0.009772,0.004243,-0.002477,-0.004054,0.004777,0.014007,-0.016596,-0.008408,-0.010723,0.000843,-0.005508
Kazakh_Shymkent_Argyn:203960450039_R11C01,0.061464,-0.218339,0.051288,-0.01292,-0.029852,-0.008367,0.015746,0.014769,-0.003886,0.003462,-0.023222,0,0.002379,0.001239,0.011265,-0.005967,-0.001956,-0.00038,0.007919,-0.00075,-0.024831,-0.001607,0,0.004579,-0.003952
Kazakh_Akmola_Argyn:203960450039_R12C01,0.064879,-0.223416,0.04186,-0.000646,-0.036314,-0.01004,0.016921,0.020307,-0.003886,-0.004009,-0.02858,-0.001798,0.008622,-0.000826,-0.002443,-0.007292,-0.004563,-0.002407,0.008673,-0.001376,-0.016845,-0.009521,-0.008381,-0.001566,-0.005029
Kazakh_Astana_Argyn:203960450039_R01C02,0.064879,-0.219354,0.040729,-0.001938,-0.031083,-0.0251,0.00329,0.016615,-0.005727,-0.000911,-0.028256,-0.002997,0.001338,0.000688,0.005429,-0.004243,-0.004824,-0.007475,0.016844,0.016008,-0.014225,-0.003215,-0.011462,-0.001687,-0.012574
Kazakh_Almaty_Dulat:203960450039_R02C02,0.103579,-0.046714,0.05506,0.025517,-0.002154,0.007809,0.011281,0.011538,-0.015135,-0.011481,-0.01429,-0.008842,0.005798,0.011147,-0.010315,-0.006629,-0.011213,0.002534,0.004651,0.004877,-0.00549,0.002844,-0.000986,-0.011929,-0.002874
Kazakh_Akmola_Argyn:203960450039_R03C02,0.067156,-0.242712,0.044877,-0.008721,-0.036622,-0.012829,0.00376,-0.003923,-0.00409,0.005103,-0.026956,0.001649,0.000892,0.007707,0.005022,-0.008221,-0.01356,0.003801,0.006285,0.004752,-0.022835,0.000742,-0.00986,-0.000482,-0.00479
Kazakh_Akmola_Argyn:203960450039_R04C02,0.05805,-0.24068,0.037712,-0.008398,-0.043085,-0.025658,0.013631,0.012461,-0.000818,-0.000911,-0.024521,-0.003147,0.001189,-0.006744,0.0038,0.003447,0.001695,-0.010515,-0.002388,0.011506,-0.010606,-0.009027,-0.014666,0.004699,0.000958
Kazakh_Almaty_Nayman:203960450039_R06C02,0.063741,-0.224432,0.046763,-0.003876,-0.036007,-0.024821,0.004935,0.010846,-0.005113,0.00492,-0.018675,-0.005845,0.008176,0.00055,0.005565,-0.00769,-0.019036,-0.003674,0.007416,0.003627,-0.008859,-0.007914,-0.012202,-0.006868,0.0097
Kazakh_Astana_Argyn:203960450039_R07C02,0.055773,-0.247789,0.050911,-0.009044,-0.033852,-0.018965,0.014571,0.012461,-0.01309,-0.004374,-0.020786,-0.002398,0.004162,-0.002477,0.000814,0.009812,0.001956,-0.003547,0.00352,0.016133,-0.015972,0.001978,-0.009367,-0.009519,-0.001317
Kazakh_Shymkent_Konyrat:203960450039_R08C02,0.067156,-0.177718,0.042992,-0.001292,-0.049855,-0.005857,0.008695,0.014076,-0.004909,-0.006378,-0.013316,-0.006444,0.002825,-0.00289,-0.002714,0.002121,-0.015907,0.00114,0.006034,-0.001,-0.017469,-0.005441,-0.010599,-0.000843,0.005149
Kazakh_Pavlodar_Argyn:203960450039_R09C02,0.07057,-0.197013,0.041483,-0.007106,-0.033852,-0.004741,0.001645,0.009,-0.004704,-0.005103,-0.02241,0.002847,0.008325,-0.003165,-0.005972,-0.000928,-0.014342,0.002407,0.002011,0.005753,-0.004742,-0.002226,-0.015899,-0.003856,-0.005628
Kazakh_Almaty_Nayman:203960450039_R10C02,0.05805,-0.227479,0.044123,-0.005814,-0.040315,-0.016176,0.006345,0.012923,-0.003681,0.00328,-0.024196,-0.002548,0.000297,-0.001376,0.003529,0.002652,0,-0.003294,-0.001885,-0.00075,-0.015223,-0.001484,-0.019596,0.001687,0.005987
Kazakh_Semey_Uak:203960450039_R11C02,0.060326,-0.243727,0.055437,-0.020349,-0.046162,-0.019801,0.00705,0.005538,-0.012885,0.004374,-0.034264,-0.005695,-0.00223,0.009083,-0.001221,-0.002917,-0.004824,0,0.004651,0.002501,-0.013601,-0.00136,-0.010353,0.003253,0.004311
Kazakh_Ekibastuz_Argyn:203960450039_R12C02,0.063741,-0.218339,0.050157,-0.008721,-0.035391,-0.011435,0.015981,0.017307,-0.009204,-0.006743,-0.027281,0.001349,-0.006392,-0.004404,0.009093,0.005038,0.00013,-0.002534,0.003142,0.019009,-0.011105,-0.003091,-0.011709,-0.004338,-0.001437
Kazakh_Almaty_Nayman:203960450052_R01C01,0.056912,-0.230525,0.033941,-0.00323,-0.038469,-0.006693,0.00705,0.008538,-0.005522,0.000364,-0.031666,-0.004346,-0.005946,-0.001376,0.002172,0.012596,0.001956,-0.002407,-0.006159,0.006503,-0.010981,-0.001607,-0.020952,0.000964,0.00958
Kazakh_Semey_Nayman:203960450052_R02C01,0.066017,-0.246774,0.0445,-0.017765,-0.044008,-0.022311,0.011045,0.013384,-0.010635,0,-0.031341,0.001049,-0.001189,0.009221,0.006243,0.001326,-0.011735,0.005701,0.007793,0.012631,-0.008735,-0.009274,-0.008258,-0.009158,0.004071
Kazakh_Almaty:203960450052_R03C01,0.0774,-0.166547,0.055814,-0.005168,-0.029544,-0.008088,0.012926,0.013384,-0.009817,-0.005467,-0.019162,-0.004346,0.008474,0.014863,0.001221,-0.013259,-0.01695,0.000253,-0.00176,-0.003377,-0.012353,-0.005688,-0.007395,-0.002651,-0.000958
Kazakh_Pavlodar_Argyn:203960450052_R04C01,0.072847,-0.219354,0.054305,-0.009044,-0.040623,-0.013387,0.013866,0.01823,-0.001023,0.000911,-0.015427,-0.007194,0.006987,-0.005505,-0.00475,0.004243,-0.003912,-0.002534,0.001257,0.006253,-0.01697,-0.002473,-0.006779,0.003976,-0.005868
Kazakh_Kostanay:203960450052_R05C01,0.062603,-0.237634,0.052043,-0.001938,-0.038161,-0.014502,0.005875,0.011999,-0.002659,-0.001458,-0.030854,0.009741,-0.010555,0.000275,0.009908,0.013259,0.002217,-0.008235,0.003017,0.010005,-0.01984,0.005441,-0.014297,-0.004699,-0.002874
Kazakh_Almaty_Nayman:203960450052_R06C01,0.061464,-0.22037,0.046009,-0.006137,-0.036314,-0.008646,0.00658,0.009461,-0.006545,-0.005103,-0.020461,-0.001499,0.004311,-0.005092,0.005565,0.010077,0.002999,-0.004814,0.000251,-0.001376,-0.013726,0.000124,-0.015283,0.006145,-0.002155
Kazakh_Almaty_Nayman:203960450052_R07C01,0.064879,-0.224432,0.044877,-0.00646,-0.049855,-0.006136,0.017391,0.020999,-0.000818,-0.000364,-0.026632,-0.007643,0.001338,-0.003716,-0.008958,0.005967,0.000391,0.004561,0.007919,0.008754,-0.0141,-0.002102,-0.009367,-0.003976,0.002874
Kazakh_Pavlodar_Kypshak:203960450052_R09C01,0.067156,-0.221385,0.043369,-0.008398,-0.034468,-0.022032,0.00893,0.021461,-0.009613,0.002005,-0.026145,0.002548,-0.004014,-0.003578,0.006379,0.000398,0.005737,-0.008868,0.000628,5e-04,-0.017469,-0.006925,-0.017008,0.001084,-0.001916
Kazakh_Almaty_Uak:203960450052_R10C01,0.080814,-0.171624,0.051288,0.002584,-0.031083,-0.013945,0.011281,0.014307,0.003068,-0.012574,-0.018999,-0.000599,0.010258,0.002752,-0.00095,-0.012331,-0.001434,0.003801,-0.00264,0.002626,-0.016346,-0.004451,-0.006532,-0.006025,0.000479
Kazakh_Almaty:203960450052_R11C01,0.069432,-0.224432,0.04978,-0.010659,-0.039392,-0.017849,0.012691,0.010153,-0.011044,-0.008565,-0.0177,-0.005695,0.005649,-0.007844,-0.002579,0.01127,0.005737,0.004181,0.018855,0.01113,-0.011355,-0.003339,-0.021815,0.003374,0.001437
Kazakh_Taldykorgan_Nayman:203960450052_R01C02,0.062603,-0.230525,0.050157,-0.011628,-0.0397,-0.014781,0.013396,0.01223,-0.003272,0.009112,-0.023059,0.001948,-0.004162,-0.004679,-0.005293,0.010209,0.002868,-0.010135,0.015084,0.004752,-0.007362,-0.01694,-0.001356,0.003012,-0.000479
Kazakh_Taraz_Shimir:203960450052_R02C02,0.061464,-0.212246,0.038466,-0.003876,-0.040007,-0.01506,0.018096,0.017768,-0.00409,-0.002187,-0.024683,0.000899,-0.004757,0.001927,0.004072,-0.001458,-0.009388,0.003421,0.006662,0.000125,-0.013351,-0.005193,-0.016269,0.001687,0.003712
Kazakh_Akmola:203960450052_R03C02,0.071709,-0.164516,0.032432,-0.003876,-0.030467,-0.01255,0.014571,0.006692,-0.003068,-0.000911,-0.02517,0.005995,0.00223,-0.000275,0.0019,-0.00305,-0.012256,-0.000507,0.004651,0.013882,-0.000624,-0.006059,-0.018241,-0.00482,0.005628
Kazakh_Oral_Zhagalbaily:203960450052_R04C02,0.066017,-0.225448,0.045254,-0.002584,-0.030467,-0.008925,0.021856,0.01223,-0.010635,-0.007289,-0.017538,0.001049,-0.002081,-0.008808,-0.000679,0.001856,-0.003651,-0.006208,0.009427,0.006503,-0.00861,-0.00272,-0.016762,-0.00494,0.006945
Kazakh_Akmola_Kozgan:203960450052_R05C02,0.064879,-0.222401,0.046009,-0.009367,-0.031083,-0.014223,0.018331,0.019153,-0.001432,-0.005285,-0.030529,0.000749,0.001338,-0.002064,0.004886,-0.002387,-0.00665,0.005574,-0.001131,0.015257,-0.014849,-0.001978,-0.014173,-0.004579,0.005149
Kazakh_Astana_Toka:203960450052_R08C02,0.064879,-0.245758,0.056191,-0.014535,-0.038161,-0.018128,0.011045,0.009692,-0.009204,0.002369,-0.025657,-0.005095,-0.008176,-0.005643,0.002036,0.005834,0.01004,0.00152,0.005531,0.014382,-0.016471,-0.002597,-0.01442,0.003735,-0.008143
Kazakh_Akmola:203960450052_R09C02,0.068294,-0.230525,0.042238,-0.012274,-0.032314,-0.016733,0.004465,0.012923,-0.003272,-0.00656,-0.025333,-0.008243,0.002825,0.001239,0.000136,-0.010872,-0.017471,0.00228,-0.004399,0.006128,-0.017719,-0.006183,-0.005669,-0.003374,0.003952
Kazakh_Akmola_Kypshak:203960450052_R10C02,0.062603,-0.231541,0.043746,-0.008721,-0.049855,-0.009203,0.012456,0.013384,-0.007567,-0.002005,-0.02241,-0.003897,0.004162,0.002477,0.003257,-0.006099,-0.010561,0.000633,0.00088,0.004502,-0.02009,0.004451,-0.013434,-0.003735,-0.002395
Kazakh_Turkistan_Zhilgeldy:203960450052_R11C02,0.071709,-0.209199,0.057699,0.000646,-0.036314,-0.013945,0.013396,0.010384,0,-0.002005,-0.012829,-0.005245,0.0055,-0.001651,0.000407,0.007292,-0.00339,0.001267,-0.000126,0.008629,-0.004991,-0.006306,-0.016515,-0.003615,0.001078
Kazakh_WestKazakhstan_Alimuli:203960450052_R12C02,0.062603,-0.219354,0.051288,-0.011951,-0.042162,-0.011435,0.011986,0.004154,-0.006954,0.001822,-0.026632,0.001199,0.003419,-0.00234,-0.004886,-0.002254,0.00678,-0.003167,0.005782,0.005628,-0.020214,-0.010881,-0.013064,-0.008917,-0.004431
Kazakh_Aktau_Kereit:203966730116_R01C01,0.07057,-0.223416,0.042238,-0.016796,-0.033852,-0.011156,0.016451,0.011999,-0.003272,0.00656,-0.021598,-0.001049,0.003865,-0.007156,-0.000543,-0.00305,0.007953,-0.009502,0.004777,0.004127,-0.011729,0.002844,-0.007765,0.007109,0.011496
Kazakh_Almaty_Alban:203966730116_R02C01,0.056912,-0.238649,0.051666,-0.014212,-0.038469,-0.014223,0.015981,0.019615,-0.005522,-0.006014,-0.016564,-0.000899,-0.000149,-0.008808,0.0057,-0.000796,0.007171,-0.005954,0.009176,0.006628,-0.018592,-0.006677,-0.00419,0.005302,0.00467
Kazakh_Aktobe_Ormantay:203966730116_R03C01,0.066017,-0.227479,0.050157,-0.017442,-0.033852,-0.011713,0.010575,0.019615,-0.01718,-0.003645,-0.02582,-0.002847,-0.007284,0.001651,0.010993,-0.006895,-0.010431,-0.002534,0.003017,0.012756,-0.015847,-0.005441,-0.016145,0.005543,0.006466
Kazakh_Kostanay_Argyn:203966730116_R04C01,0.067156,-0.230525,0.05242,-0.00646,-0.0437,-0.01004,0.012221,0.012923,-0.001636,-0.00492,-0.014128,-0.004196,-0.002825,-0.005918,0.007872,0.007027,0.00339,0.002027,-0.001131,0.005002,-0.009483,0.002226,-0.005916,-0.002651,-0.000718
Kazakh_China_Nayman:203966730116_R05C01,0.064879,-0.212246,0.029038,-0.010013,-0.033852,-0.01506,0.00893,0.007846,-0.000205,-0.00492,-0.030042,-0.000599,0.006987,-0.001789,0.001493,0.008486,0.004955,-0.008615,0.001006,0.007629,-0.008111,-0.00136,-0.008751,-0.00241,0.003353
Kazakh_Akmola_Argyn:203966730116_R06C01,0.060326,-0.230525,0.04186,-0.004845,-0.0397,-0.012271,0.009635,0.013615,-0.013908,-0.005467,-0.021435,0.004946,-0.003419,-0.003853,0.001357,-0.007027,-0.007953,0.008615,0.013952,0.006128,-0.010357,-0.014962,-0.007765,-0.00723,0.004311
Kazakh_Akmola_Atyghay:203966730116_R07C01,0.063741,-0.216308,0.048271,-0.005168,-0.041238,-0.013945,0.015511,0.014769,-0.005522,-0.000182,-0.018837,0.005845,-0.002825,-0.006468,-0.00285,0.010607,0.005085,-0.004307,-0.003268,0.004377,-0.016471,-0.016693,-0.013557,0.002169,0.001796
Kazakh_Almaty_Alban:203966730116_R08C01,0.064879,-0.212246,0.036581,-0.015504,-0.032929,-0.011713,0.015511,0.015461,-0.008385,-0.002005,-0.016401,0.001199,-0.006838,0.001239,-0.0095,-0.004906,0.019427,-0.001267,0.005656,0.01038,-0.007861,-0.002844,-0.012695,0.002892,0.013651
Kazakh_Akmola_Argyn:203966730116_R09C01,0.063741,-0.244743,0.052797,-0.018088,-0.032314,-0.017849,0.014571,0.008769,-0.005931,0.005103,-0.026632,-0.001499,-0.001041,-0.00289,-0.005157,0.002519,0.007823,-0.00076,-0.004274,0.009004,-0.016221,-0.007172,-0.016145,0.008676,0.006107
Kazakh_Almaty:203966730116_R10C01,0.102441,-0.045699,0.058454,0.015181,0.004001,-0.001673,0.013866,0.014538,-0.002863,0.000547,-0.018512,0.002997,0.008474,0.012937,0.002986,-0.007823,-0.008866,-0.003927,0.014707,0.002751,-0.021712,-0.003957,-0.003204,0.001928,-0.000958
Kazakh_Akmola_Argyn:203966730116_R11C01,0.062603,-0.227479,0.048271,-0.012274,-0.044008,-0.016455,0.003055,0.001615,-0.004295,-0.006743,-0.02517,-0.002698,0.000297,0.00812,0.000543,0.011403,0.009909,0.0019,0.010056,0.008504,-0.01148,-0.010263,-0.005793,-0.001205,0.005628
Kazakh_Almaty:203966730116_R12C01,0.07057,-0.188888,0.047894,-0.000646,-0.031698,-0.006693,0.012221,0.012923,-0.005113,-0.004374,-0.016239,0.002698,-0.000446,-0.004404,0.000407,0.001591,0.002608,-0.008488,-0.003645,-0.001501,-0.013975,-0.006306,-0.003574,-0.004217,0.000838
Kazakh_Akmola_Argyn:203966730116_R01C02,0.064879,-0.155376,0.052043,-0.001938,-0.032314,-0.004462,0.011045,0.011307,-0.003477,-0.007107,-0.016076,-0.001049,0.006838,0.00812,-0.001629,-0.00358,-0.00665,-0.004054,0.001131,-0.000125,-0.017469,-0.006925,-0.003821,-0.003133,-0.004311
Kazakh_Akmola_Argyn:203966730116_R02C02,0.07057,-0.226463,0.0445,-0.010982,-0.044316,-0.021475,0.011986,0.011307,-0.005522,0.001822,-0.025495,0.001948,0.002379,-0.005643,-0.000543,0.00358,0.002738,-0.008742,0.003017,0.006503,-0.013102,-0.012613,-0.017994,-0.007109,0.003473
Kazakh_Almaty:203966730116_R03C02,0.064879,-0.227479,0.048271,-0.004199,-0.048624,-0.014781,0.003525,0.006923,-0.00225,0.001458,-0.020461,0.002698,-0.000595,-0.001376,0.001221,-0.009016,-0.012647,-0.00038,0.001257,5e-04,-0.014974,-0.000495,-0.005669,0,0.010897
Kazakh_WestKazakhstan_Isik:203966730116_R04C02,0.063741,-0.244743,0.050157,-0.012597,-0.036314,-0.017012,0.01034,0.009,-0.006749,0.005832,-0.020623,-0.006744,0.002825,0.015964,-0.000814,-0.009812,-0.022426,0.002154,-0.003142,0.007504,-0.01148,-0.009027,-0.008504,-0.003976,0.009221
Kazakh_Akmola_Argyn:203966730116_R05C02,0.063741,-0.241696,0.041106,-0.000646,-0.042162,-0.00502,0.013866,0.020999,-0.008999,-0.006925,-0.027281,0.001199,-0.001933,-0.004129,0.006786,-0.00358,-0.005085,0.004054,0.000503,0.003252,-0.010357,-0.006306,-0.010599,0.000602,-0.006107
Kazakh_Almaty_Zhalayr:203966730116_R06C02,0.062603,-0.248805,0.058077,-0.002584,-0.037238,-0.026216,0.00658,0.010384,-0.000409,0.004191,-0.024521,0.005395,0.003122,-0.001927,0.00095,-0.003713,0.005085,0.000253,-0.004148,0.009129,-0.018218,-0.01286,-0.007765,-0.005663,0.003592

#	Sample Name	G25 Coordinates
1	Kazakh_Karaganda_Argyn:203960450010_R01C01	`0.060326,-0.219354,0.050157,-0.007429,-0.037545,-0...`
2	Kazakh_Karaganda_Argyn:203960450023_R03C02	`0.066017,-0.234587,0.042615,-0.001292,-0.039084,-0...`
3	Kazakh_Karaganda_Argyn:203960450023_R05C02	`0.080814,-0.169593,0.053551,0.007429,-0.035391,-0....`
4	Kazakh_Mongolia_Kerey:203960450023_R08C02	`0.072847,-0.225448,0.046763,-0.010982,-0.032006,-0...`
5	Kazakh_Karaganda_Argyn:203960450010_R09C01	`0.064879,-0.218339,0.040729,-0.003876,-0.035699,-0...`
6	Kazakh:203960450037_R06C02	`0.07057,-0.208184,0.0445,-0.016796,-0.044008,-0.01...`
7	Kazakh_Almaty:203960450038_R10C01	`0.064879,-0.213261,0.050534,-0.012597,-0.037853,-0...`
8	Kazakh_Almaty:203967400070_R03C02	`0.066017,-0.232556,0.048271,-0.00646,-0.041854,-0....`
9	Kazakh_Almaty:203967400093_R08C01	`0.063741,-0.22951,0.051666,-0.007106,-0.042469,-0....`
10	Kazakh_Almaty:203967400070_R02C02	`0.061464,-0.243727,0.057699,-0.007106,-0.035699,-0...`
11	Kazakh_Almaty:203967400070_R08C01	`0.07057,-0.224432,0.039598,-0.001938,-0.038469,-0....`
12	Kazakh_Almaty:203967400093_R09C01	`0.07057,-0.178733,0.047894,-0.004845,-0.041854,-0....`
13	Kazakh_Karaganda:203960450024_R01C01	`0.084229,-0.121864,0.060716,0.007106,-0.02185,-0.0...`
14	Kazakh_Karaganda:203960450024_R02C01	`0.067156,-0.234587,0.046009,-0.00646,-0.029544,-0....`
15	Kazakh_Karaganda:203960450024_R03C01	`0.062603,-0.221385,0.050911,-0.011951,-0.034468,-0...`
16	Kazakh_Karaganda:203960450024_R04C01	`0.064879,-0.234587,0.049026,-0.008075,-0.034468,-0...`
17	Kazakh_Karaganda_Argyn:203960450024_R06C01	`0.072847,-0.225448,0.059962,-0.014212,-0.051394,-0...`
18	Kazakh_Karaganda_Argyn:203960450024_R07C01	`0.067156,-0.225448,0.039975,-0.00646,-0.039084,-0....`
19	Kazakh_Karaganda_Argyn:203960450024_R08C01	`0.068294,-0.228494,0.038466,0.004522,-0.040931,-0....`
20	Kazakh_Almaty:203960450038_R03C02	`0.078538,-0.157407,0.05242,0.002907,-0.020619,-0.0...`
21	Kazakh_Almaty:203960450038_R05C02	`0.073985,-0.21123,0.043746,0.003876,-0.036622,-0.0...`
22	Kazakh_Almaty:203967400093_R05C01	`0.069432,-0.218339,0.057699,-0.011305,-0.037238,-0...`
23	Kazakh_Almaty:203960450037_R10C02	`0.069432,-0.228494,0.040352,-0.011305,-0.029544,-0...`
24	Kazakh_Almaty:203960450038_R06C02	`0.073985,-0.232556,0.046009,-0.008398,-0.037545,-0...`
25	Kazakh_Almaty:203960450038_R04C02	`0.05805,-0.24068,0.050534,-0.014858,-0.033852,-0.0...`
26	Kazakh_Almaty:203960450038_R08C02	`0.059188,-0.253882,0.049403,-0.009044,-0.033852,-0...`
27	Kazakh_Almaty:203960450039_R03C01	`0.055773,-0.254898,0.049403,-0.00969,-0.041546,-0....`
28	Kazakh_Almaty:203967400070_R01C01	`0.060326,-0.254898,0.057699,-0.009044,-0.0437,-0.0...`
29	Kazakh_Karaganda_Argyn:203960450024_R09C01	`0.068294,-0.231541,0.050157,-0.004199,-0.040007,-0...`
30	Kazakh_Almaty:203967400070_R04C01	`0.068294,-0.239665,0.039221,-0.020349,-0.038469,-0...`
31	Kazakh_Almaty:203967400070_R04C02	`0.05805,-0.217323,0.038089,-0.008075,-0.030775,-0....`
32	Kazakh_Almaty:203966730116_R12C02	`0.068294,-0.242712,0.053551,-0.017442,-0.030775,-0...`
33	Kazakh_Almaty:203966730116_R11C02	`0.061464,-0.222401,0.056945,-0.021641,-0.03416,-0....`
34	Kazakh_Almaty:203967400093_R07C01	`0.069432,-0.217323,0.045254,-0.017765,-0.03416,-0....`
35	Kazakh_Almaty:203967400093_R04C02	`0.062603,-0.221385,0.043369,-0.008075,-0.040623,-0...`
36	Kazakh_Almaty:203967400070_R03C01	`0.072847,-0.189904,0.02489,-0.004522,-0.037238,-0....`
37	Kazakh_Almaty:203967400093_R10C01	`0.078538,-0.151314,0.057699,0.007752,-0.031698,-0....`
38	Kazakh_Almaty:203967400108_R08C01	`0.067156,-0.20209,0.053551,-0.007106,-0.040315,-0....`
39	Kazakh_Almaty:203967400093_R06C01	`0.085367,-0.114755,0.05506,0.021318,-0.019696,-0.0...`
40	Kazakh_Akmola_Argyn:203960450024_R11C01	`0.054635,-0.242712,0.052043,-0.008398,-0.035699,-0...`
41	Kazakh:203960450024_R12C01	`0.063741,-0.234587,0.042615,-0.012597,-0.038161,-0...`
42	Kazakh_Akmola_Argyn:203960450024_R03C02	`0.063741,-0.228494,0.041483,-0.017119,-0.040931,-0...`
43	Kazakh_Karaganda_Argyn:203960450024_R04C02	`0.063741,-0.21123,0.058831,-0.010336,-0.0397,-0.01...`
44	Kazakh_Karaganda_Argyn:203960450024_R05C02	`0.05805,-0.251851,0.05506,-0.010982,-0.0437,-0.010...`
45	Kazakh_Karaganda_Argyn:203960450010_R11C01	`0.066017,-0.232556,0.044877,-0.004845,-0.033852,-0...`
46	Kazakh_Karaganda_Argyn:203960450024_R06C02	`0.0774,-0.201075,0.051288,-0.003876,-0.026466,-0.0...`
47	Kazakh_Kyzylorda:203967400093_R11C01	`0.073985,-0.170609,0.036581,-0.014535,-0.038161,-0...`
48	Kazakh_Kyzylorda:203967400108_R06C01	`0.071709,-0.203106,0.038843,-0.004522,-0.03139,-0....`
49	Kazakh_Kyzylorda:203960450038_R10C02	`0.076261,-0.192951,0.054682,0.004199,-0.027697,0.0...`
50	Kazakh_Kyzylorda:203960450038_R12C02	`0.068294,-0.227479,0.049403,-0.010336,-0.037545,-0...`
51	Kazakh_Kyzylorda:203960450037_R12C02	`0.064879,-0.218339,0.048649,-0.005168,-0.037853,-0...`
52	Kazakh_Kyzylorda:203967400070_R09C02	`0.059188,-0.234587,0.046763,-0.015827,-0.031083,-0...`
53	Kazakh_Kyzylorda:203960450037_R08C02	`0.069432,-0.227479,0.04714,-0.010982,-0.037853,-0....`
54	Kazakh_Kyzylorda:203960450037_R09C02	`0.068294,-0.208184,0.044877,-0.017119,-0.037545,-0...`
55	Kazakh_Kyzylorda:203967400093_R02C02	`0.067156,-0.215292,0.051288,-0.003876,-0.044316,-0...`
56	Kazakh_Kyzylorda:203967400070_R01C02	`0.075123,-0.207168,0.042615,-0.01292,-0.036007,-0....`
57	Kazakh_Kyzylorda:203967400070_R12C02	`0.07057,-0.166547,0.046009,0.004522,-0.030775,-0.0...`
58	Kazakh_Kyzylorda:203960450039_R01C01	`0.067156,-0.199044,0.053551,-0.01292,-0.030775,-0....`
59	Kazakh_Kyzylorda:203966730116_R10C02	`0.062603,-0.222401,0.0445,-0.010013,-0.037238,-0.0...`
60	Kazakh_Kyzylorda:203967400093_R02C01	`0.05805,-0.232556,0.050911,-0.01292,-0.032006,-0.0...`
61	Kazakh_Kyzylorda:203967400093_R01C02	`0.067156,-0.217323,0.043746,-0.010013,-0.044624,-0...`
62	Kazakh_Kyzylorda:203967400093_R12C01	`0.055773,-0.226463,0.047517,-0.020995,-0.034468,-0...`
63	Kazakh_Kyzylorda:203967400093_R05C02	`0.067156,-0.227479,0.05242,-0.017765,-0.040931,-0....`
64	Kazakh_Kyzylorda:203967400093_R03C02	`0.07057,-0.178733,0.046009,-0.000969,-0.031698,-0....`
65	Kazakh_Kyzylorda:203967400093_R01C01	`0.061464,-0.185842,0.039598,-0.015504,-0.051702,-0...`
66	Kazakh_Karaganda_Argyn:203960450024_R07C02	`0.059188,-0.232556,0.049403,-0.006137,-0.034468,-0...`
67	Kazakh_Kyzylorda:203967400108_R01C01	`0.061464,-0.224432,0.047517,-0.004199,-0.044931,-0...`
68	Kazakh_Kyzylorda:203960450037_R11C02	`0.07057,-0.197013,0.040352,-0.008721,-0.029852,-0....`
69	Kazakh_Kyzylorda:203960450038_R11C02	`0.069432,-0.204121,0.033941,-0.014535,-0.036314,-0...`
70	Kazakh_Kyzylorda:203967400070_R07C01	`0.07057,-0.206152,0.043369,-0.014858,-0.030775,-0....`
71	Kazakh_Kyzylorda:203967400070_R11C02	`0.071709,-0.197013,0.042238,-0.008398,-0.042162,0....`
72	Kazakh_Kyzylorda:203967400108_R03C01	`0.066017,-0.225448,0.042615,-0.022287,-0.038161,-0...`
73	Kazakh_Kyzylorda:203967400108_R02C01	`0.056912,-0.228494,0.04714,-0.010982,-0.044316,-0....`
74	Kazakh_Kyzylorda:203967400093_R04C01	`0.055773,-0.236618,0.057699,-0.017765,-0.043393,-0...`
75	Kazakh_Kyzylorda:203967400093_R03C01	`0.073985,-0.175687,0.037335,-0.005168,-0.042162,-0...`
76	Kazakh_Kyzylorda:203967400070_R02C01	`0.067156,-0.221385,0.041106,-0.014858,-0.045547,-0...`
77	Kazakh_Kyzylorda:203967400108_R05C01	`0.068294,-0.185842,0.038466,-0.00969,-0.040931,-0....`
78	Kazakh_Kyzylorda:203966730116_R07C02	`0.066017,-0.209199,0.038466,-0.00323,-0.032006,-0....`
79	Kazakh_Akmola_Argyn:203960450024_R08C02	`0.064879,-0.227479,0.056191,-0.008721,-0.043085,-0...`
80	Kazakh_Karaganda_Argyn:203960450024_R09C02	`0.062603,-0.236618,0.052797,-0.00646,-0.044008,-0....`
81	Kazakh_Karaganda_Tattibay:203960450037_R02C01	`0.060326,-0.231541,0.049403,-0.015181,-0.040315,-0...`
82	Kazakh_Karaganda_Argyn:203960450037_R03C01	`0.07057,-0.179749,0.04978,0.004199,-0.040315,-0.01...`
83	Kazakh_Kostanay:203960450038_R05C01	`0.078538,-0.157407,0.047517,0.008721,-0.029544,-0....`
84	Kazakh_Kostanay:203967400070_R06C02	`0.061464,-0.213261,0.043369,0.000323,-0.043085,-0....`
85	Kazakh_Kostanay:203960450038_R09C02	`0.063741,-0.236618,0.057699,-0.012597,-0.044931,-0...`
86	Kazakh_Kostanay:203967400070_R05C02	`0.060326,-0.219354,0.042615,-0.00969,-0.042162,-0....`
87	Kazakh_Kostanay:203966730116_R09C02	`0.055773,-0.24982,0.046386,-0.013243,-0.04647,-0.0...`
88	Kazakh_Kostanay:203967400108_R07C01	`0.072847,-0.212246,0.053174,-0.005491,-0.029852,-0...`
89	Kazakh_Kostanay:203960450037_R07C02	`0.091058,-0.096475,0.066373,0.018734,-0.009232,0.0...`
90	Kazakh_Kostanay:203960450038_R07C01	`0.072847,-0.195997,0.050157,0.004522,-0.044931,-0....`
91	Kazakh_Kostanay:203960450038_R11C01	`0.064879,-0.22951,0.049026,-0.012597,-0.030775,-0....`
92	Kazakh_Kostanay:203967400093_R06C02	`0.07057,-0.216308,0.039598,-0.007106,-0.044316,-0....`
93	Kazakh_Kostanay:203960450038_R04C01	`0.066017,-0.208184,0.050534,-0.007106,-0.038776,-0...`
94	Kazakh_Kostanay:203967400070_R12C01	`0.056912,-0.238649,0.047894,-0.011305,-0.042777,-0...`
95	Kazakh_Karaganda_Aidabol:203960450037_R05C01	`0.062603,-0.248805,0.054305,-0.003876,-0.03416,-0....`
96	Kazakh_Kostanay:203967400093_R11C02	`0.068294,-0.22037,0.055437,-0.00969,-0.030775,-0.0...`
97	Kazakh_Kostanay:203967400070_R11C01	`0.059188,-0.245758,0.050534,-0.009367,-0.0397,-0.0...`
98	Kazakh_Kostanay:203967400093_R09C02	`0.066017,-0.224432,0.040352,-0.015181,-0.047086,-0...`
99	Kazakh_Kostanay:203967400070_R05C01	`0.069432,-0.218339,0.043746,-0.004522,-0.038776,-0...`
100	Kazakh_Kostanay:203967400093_R10C02	`0.062603,-0.248805,0.043746,-0.01938,-0.040315,-0....`
101	Kazakh_Kostanay:203967400093_R08C02	`0.063741,-0.225448,0.044877,-0.016473,-0.036314,-0...`
102	Kazakh_Kostanay:203967400070_R07C02	`0.07057,-0.216308,0.057322,-0.014535,-0.037238,-0....`
103	Kazakh_Kostanay:203967400093_R12C02	`0.104717,-0.031481,0.065242,0.021641,0.000308,0.00...`
104	Kazakh_Kostanay:203966730116_R08C02	`0.062603,-0.22037,0.0445,0.007106,-0.032621,-0.020...`
105	Kazakh_Kostanay:203967400070_R10C01	`0.059188,-0.245758,0.054305,-0.00646,-0.045547,-0....`
106	Kazakh_Uzbekistan_Bagis:203960450037_R07C01	`0.078538,-0.159438,0.052797,0.012274,-0.024004,-0....`
107	Kazakh_Karaganda_Kanzhygaly:203960450037_R11C01	`0.063741,-0.225448,0.050911,-0.017442,-0.034468,-0...`
108	Kazakh_Karaganda_Nayman:203960450037_R12C01	`0.060326,-0.224432,0.045632,-0.008721,-0.029852,-0...`
109	Kazakh_Karaganda_Karakesek:203960450037_R01C02	`0.066017,-0.232556,0.052797,-0.010013,-0.032621,-0...`
110	Kazakh_Mongolia_Kangeldy:203960450037_R02C02	`0.063741,-0.241696,0.041483,-0.016473,-0.032929,-0...`
111	Kazakh_Karaganda_Argyn:203960450010_R03C02	`0.061464,-0.245758,0.055814,-0.020995,-0.030159,-0...`
112	Kazakh_Karaganda_Argyn:203960450010_R04C02	`0.066017,-0.231541,0.052043,-0.015504,-0.03693,-0....`
113	Kazakh_Karaganda_Argyn:203960450010_R02C01	`0.088782,-0.097491,0.064865,0.014858,0.00277,-0.00...`
114	Kazakh_Alimuli:203967400108_R03C02	`0.069432,-0.21123,0.050534,-0.010013,-0.033852,-0....`
115	Kazakh_Aktobe:203967400108_R04C02	`0.064879,-0.239665,0.050534,-0.018411,-0.037238,-0...`
116	Kazakh_Ysty:203967400108_R05C02	`0.092197,-0.066009,0.018479,-0.005168,-0.040007,-0...`
117	Kazakh_Taraz_Aday:203967400108_R07C02	`0.060326,-0.217323,0.033564,-0.018411,-0.037238,-0...`
118	Kazakh_Mangystau_Kete:203967400108_R08C02	`0.07057,-0.205137,0.044877,-0.008075,-0.031698,-0....`
119	Kazakh_Aktobe_Karauyl:203967400108_R09C02	`0.073985,-0.164516,0.062602,0.010013,-0.031698,-0....`
120	Kazakh_NorthKazakhstan_Karakesek:203967400108_R10C02	`0.062603,-0.230525,0.04978,-0.01938,-0.0397,-0.014...`
121	Kazakh_Karaganda_Kyrgyz:203967400108_R11C02	`0.064879,-0.230525,0.046009,-0.005168,-0.028928,-0...`
122	Kazakh_Astana_Nayman:203967400108_R12C02	`0.075123,-0.18178,0.060339,0.008721,-0.029544,-0.0...`
123	Kazakh_Semei:203967400096_R05C02	`0.063741,-0.225448,0.057322,-0.007429,-0.044316,-0...`
124	Kazakh:203967400096_R06C02	`0.063741,-0.218339,0.053551,-0.015504,-0.041546,-0...`
125	Kazakh:203967400096_R07C02	`0.076261,-0.155376,0.05506,0.000969,-0.028005,-0.0...`
126	Kazakh_WestKazakhstan_Konyrat:203967400096_R08C02	`0.060326,-0.237634,0.042238,-0.021641,-0.035699,-0...`
127	Kazakh_Shymkent_Kerey:203967400096_R09C02	`0.066017,-0.227479,0.064488,-0.010659,-0.0437,-0.0...`
128	Kazakh_Arkalyk:203967400096_R10C02	`0.087644,-0.12491,0.05242,0.012597,-0.021235,-0.00...`
129	Kazakh:203967400096_R11C02	`0.066017,-0.224432,0.047517,-0.013243,-0.035699,-0...`
130	Kazakh_Kanly:203967400096_R12C02	`0.066017,-0.223416,0.039975,-0.005814,-0.027697,-0...`
131	Kazakh_Karaganda_Kanzhygaly:203960450010_R09C02	`0.066017,-0.221385,0.051288,-0.010336,-0.041854,-0...`
132	Kazakh_Mongolia_Kerey:203960450010_R10C02	`0.059188,-0.243727,0.054682,-0.006783,-0.033852,-0...`
133	Kazakh_Karaganda_Aidabol:203960450010_R11C02	`0.066017,-0.225448,0.057699,-0.010659,-0.042162,-0...`
134	Kazakh_Karaganda_Argyn:203960450010_R12C02	`0.063741,-0.241696,0.053928,-0.006783,-0.044624,-0...`
135	Kazakh_Karaganda_Argyn:203960450014_R01C01	`0.068294,-0.237634,0.054305,-0.001938,-0.029544,-0...`
136	Kazakh_Karaganda_Karzhas:203960450014_R03C01	`0.085367,-0.131003,0.056568,0.017442,-0.024928,-0....`
137	Kazakh_Karaganda:203960450014_R04C01	`0.062603,-0.231541,0.051666,-0.011951,-0.041546,-0...`
138	Kazakh_Karaganda_Argyn:203960450014_R05C01	`0.068294,-0.231541,0.050911,-0.015181,-0.038161,-0...`
139	Kazakh_Karaganda:203960450014_R06C01	`0.07057,-0.228494,0.042238,-0.007429,-0.030159,-0....`
140	Kazakh_Karaganda_Karzhas:203960450014_R07C01	`0.062603,-0.232556,0.051288,-0.004845,-0.0397,-0.0...`
141	Kazakh_Karaganda_Telgem:203960450010_R03C01	`0.064879,-0.232556,0.055437,-0.00969,-0.049855,-0....`
142	Kazakh_Karaganda_Argyn:203960450014_R08C01	`0.069432,-0.218339,0.038466,-0.011628,-0.036622,-0...`
143	Kazakh_Karaganda_Argyn:203960450014_R09C01	`0.081953,-0.162485,0.052043,0.000323,-0.017542,-0....`
144	Kazakh_Karaganda_Aidabol:203960450014_R10C01	`0.067156,-0.226463,0.045632,-0.011305,-0.037238,-0...`
145	Kazakh_Karaganda_Karzhas:203960450014_R11C01	`0.072847,-0.226463,0.051666,-0.020026,-0.036622,-0...`
146	Kazakh_Karaganda_Aidabol:203960450010_R06C01	`0.063741,-0.227479,0.052043,-0.006783,-0.037853,-0...`
147	Kazakh_Karaganda_Karzhas:203960450014_R01C02	`0.071709,-0.227479,0.051666,-0.01292,-0.033852,-0....`
148	Kazakh_Karaganda_Argyn:203960450014_R03C02	`0.066017,-0.216308,0.039975,-0.002584,-0.036622,-0...`
149	Kazakh_Karaganda:203960450014_R04C02	`0.078538,-0.169593,0.053174,0.009367,-0.033545,-0....`
150	Kazakh_EastKazakhstan_Nayman:203960450014_R05C02	`0.07057,-0.239665,0.04978,-0.005491,-0.048932,-0.0...`
151	Kazakh_Karaganda_Argyn:203960450014_R06C02	`0.067156,-0.21123,0.055814,0.007752,-0.035699,-0.0...`
152	Kazakh_Karaganda_Argyn:203960450014_R07C02	`0.071709,-0.224432,0.051288,-0.015504,-0.042777,-0...`
153	Kazakh_Karaganda:203960450014_R08C02	`0.063741,-0.221385,0.048271,-0.008721,-0.042162,-0...`
154	Kazakh_Pavlodar_Kulyk:203960450014_R12C02	`0.067156,-0.209199,0.045632,-0.005491,-0.033237,-0...`
155	Kazakh_Karaganda_Argyn:203960450023_R01C01	`0.066017,-0.251851,0.050157,-0.018088,-0.029544,-0...`
156	Kazakh_Turkistan_Konyrat:203960450023_R02C01	`0.072847,-0.209199,0.043369,-0.00646,-0.028928,-0....`
157	Kazakh_Karaganda_Argyn:203960450023_R04C01	`0.062603,-0.22037,0.052043,-0.009367,-0.041238,-0....`
158	Kazakh_Russia_Kypshak:203960450023_R05C01	`0.088782,-0.094444,0.064111,0.024548,-0.014464,-0....`
159	Kazakh_Karaganda_Argyn:203960450023_R06C01	`0.063741,-0.222401,0.05506,-0.010336,-0.044931,-0....`
160	Kazakh_Karaganda_Argyn:203960450010_R08C01	`0.073985,-0.173656,0.05506,0.00646,-0.028621,-0.00...`
161	Kazakh_WestKazakhstan_Aday:203960450023_R07C01	`0.073985,-0.217323,0.051288,-0.010336,-0.029852,-0...`
162	Kazakh_Karaganda_Argyn:203960450023_R08C01	`0.063741,-0.233572,0.048271,-0.010659,-0.040315,-0...`
163	Kazakh_Karaganda:203960450023_R09C01	`0.066017,-0.231541,0.047894,-0.008075,-0.036622,-0...`
164	Kazakh_Karaganda_Argyn:203960450023_R10C01	`0.072847,-0.219354,0.043746,-0.001938,-0.045239,-0...`
165	Kazakh_Karaganda:203960450023_R11C01	`0.067156,-0.228494,0.057699,-0.017442,-0.030467,-0...`
166	Kazakh_Karaganda_Argyn:203960450023_R12C01	`0.064879,-0.231541,0.0445,-0.012274,-0.030467,-0.0...`
167	Kazakh_Karaganda_Argyn:203960450023_R01C02	`0.061464,-0.226463,0.051288,-0.010659,-0.035699,-0...`
168	Kazakh_Ekibastuz_Argyn:203960450039_R05C01	`0.063741,-0.225448,0.04714,-0.010659,-0.043085,-0....`
169	Kazakh_Akmola_Argyn:203960450039_R06C01	`0.063741,-0.207168,0.038843,0.000646,-0.036622,-0....`
170	Kazakh_Almaty_Konyrat:203960450039_R07C01	`0.064879,-0.222401,0.049403,0,-0.041238,-0.023427,...`
171	Kazakh_WestKazakhstan_Baybakti:203960450039_R08C01	`0.060326,-0.237634,0.04714,-0.008721,-0.032006,-0....`
172	Kazakh_Karaganda_Nayman:203960450039_R09C01	`0.067156,-0.194982,0.053174,0.004199,-0.036007,-0....`
173	Kazakh_Almaty_Argyn:203960450039_R10C01	`0.066017,-0.24068,0.053174,-0.018088,-0.038776,-0....`
174	Kazakh_Shymkent_Argyn:203960450039_R11C01	`0.061464,-0.218339,0.051288,-0.01292,-0.029852,-0....`
175	Kazakh_Akmola_Argyn:203960450039_R12C01	`0.064879,-0.223416,0.04186,-0.000646,-0.036314,-0....`
176	Kazakh_Astana_Argyn:203960450039_R01C02	`0.064879,-0.219354,0.040729,-0.001938,-0.031083,-0...`
177	Kazakh_Almaty_Dulat:203960450039_R02C02	`0.103579,-0.046714,0.05506,0.025517,-0.002154,0.00...`
178	Kazakh_Akmola_Argyn:203960450039_R03C02	`0.067156,-0.242712,0.044877,-0.008721,-0.036622,-0...`
179	Kazakh_Akmola_Argyn:203960450039_R04C02	`0.05805,-0.24068,0.037712,-0.008398,-0.043085,-0.0...`
180	Kazakh_Almaty_Nayman:203960450039_R06C02	`0.063741,-0.224432,0.046763,-0.003876,-0.036007,-0...`
181	Kazakh_Astana_Argyn:203960450039_R07C02	`0.055773,-0.247789,0.050911,-0.009044,-0.033852,-0...`
182	Kazakh_Shymkent_Konyrat:203960450039_R08C02	`0.067156,-0.177718,0.042992,-0.001292,-0.049855,-0...`
183	Kazakh_Pavlodar_Argyn:203960450039_R09C02	`0.07057,-0.197013,0.041483,-0.007106,-0.033852,-0....`
184	Kazakh_Almaty_Nayman:203960450039_R10C02	`0.05805,-0.227479,0.044123,-0.005814,-0.040315,-0....`
185	Kazakh_Semey_Uak:203960450039_R11C02	`0.060326,-0.243727,0.055437,-0.020349,-0.046162,-0...`
186	Kazakh_Ekibastuz_Argyn:203960450039_R12C02	`0.063741,-0.218339,0.050157,-0.008721,-0.035391,-0...`
187	Kazakh_Almaty_Nayman:203960450052_R01C01	`0.056912,-0.230525,0.033941,-0.00323,-0.038469,-0....`
188	Kazakh_Semey_Nayman:203960450052_R02C01	`0.066017,-0.246774,0.0445,-0.017765,-0.044008,-0.0...`
189	Kazakh_Almaty:203960450052_R03C01	`0.0774,-0.166547,0.055814,-0.005168,-0.029544,-0.0...`
190	Kazakh_Pavlodar_Argyn:203960450052_R04C01	`0.072847,-0.219354,0.054305,-0.009044,-0.040623,-0...`
191	Kazakh_Kostanay:203960450052_R05C01	`0.062603,-0.237634,0.052043,-0.001938,-0.038161,-0...`
192	Kazakh_Almaty_Nayman:203960450052_R06C01	`0.061464,-0.22037,0.046009,-0.006137,-0.036314,-0....`
193	Kazakh_Almaty_Nayman:203960450052_R07C01	`0.064879,-0.224432,0.044877,-0.00646,-0.049855,-0....`
194	Kazakh_Pavlodar_Kypshak:203960450052_R09C01	`0.067156,-0.221385,0.043369,-0.008398,-0.034468,-0...`
195	Kazakh_Almaty_Uak:203960450052_R10C01	`0.080814,-0.171624,0.051288,0.002584,-0.031083,-0....`
196	Kazakh_Almaty:203960450052_R11C01	`0.069432,-0.224432,0.04978,-0.010659,-0.039392,-0....`
197	Kazakh_Taldykorgan_Nayman:203960450052_R01C02	`0.062603,-0.230525,0.050157,-0.011628,-0.0397,-0.0...`
198	Kazakh_Taraz_Shimir:203960450052_R02C02	`0.061464,-0.212246,0.038466,-0.003876,-0.040007,-0...`
199	Kazakh_Akmola:203960450052_R03C02	`0.071709,-0.164516,0.032432,-0.003876,-0.030467,-0...`
200	Kazakh_Oral_Zhagalbaily:203960450052_R04C02	`0.066017,-0.225448,0.045254,-0.002584,-0.030467,-0...`
201	Kazakh_Akmola_Kozgan:203960450052_R05C02	`0.064879,-0.222401,0.046009,-0.009367,-0.031083,-0...`
202	Kazakh_Astana_Toka:203960450052_R08C02	`0.064879,-0.245758,0.056191,-0.014535,-0.038161,-0...`
203	Kazakh_Akmola:203960450052_R09C02	`0.068294,-0.230525,0.042238,-0.012274,-0.032314,-0...`
204	Kazakh_Akmola_Kypshak:203960450052_R10C02	`0.062603,-0.231541,0.043746,-0.008721,-0.049855,-0...`
205	Kazakh_Turkistan_Zhilgeldy:203960450052_R11C02	`0.071709,-0.209199,0.057699,0.000646,-0.036314,-0....`
206	Kazakh_WestKazakhstan_Alimuli:203960450052_R12C02	`0.062603,-0.219354,0.051288,-0.011951,-0.042162,-0...`
207	Kazakh_Aktau_Kereit:203966730116_R01C01	`0.07057,-0.223416,0.042238,-0.016796,-0.033852,-0....`
208	Kazakh_Almaty_Alban:203966730116_R02C01	`0.056912,-0.238649,0.051666,-0.014212,-0.038469,-0...`
209	Kazakh_Aktobe_Ormantay:203966730116_R03C01	`0.066017,-0.227479,0.050157,-0.017442,-0.033852,-0...`
210	Kazakh_Kostanay_Argyn:203966730116_R04C01	`0.067156,-0.230525,0.05242,-0.00646,-0.0437,-0.010...`
211	Kazakh_China_Nayman:203966730116_R05C01	`0.064879,-0.212246,0.029038,-0.010013,-0.033852,-0...`
212	Kazakh_Akmola_Argyn:203966730116_R06C01	`0.060326,-0.230525,0.04186,-0.004845,-0.0397,-0.01...`
213	Kazakh_Akmola_Atyghay:203966730116_R07C01	`0.063741,-0.216308,0.048271,-0.005168,-0.041238,-0...`
214	Kazakh_Almaty_Alban:203966730116_R08C01	`0.064879,-0.212246,0.036581,-0.015504,-0.032929,-0...`
215	Kazakh_Akmola_Argyn:203966730116_R09C01	`0.063741,-0.244743,0.052797,-0.018088,-0.032314,-0...`
216	Kazakh_Almaty:203966730116_R10C01	`0.102441,-0.045699,0.058454,0.015181,0.004001,-0.0...`
217	Kazakh_Akmola_Argyn:203966730116_R11C01	`0.062603,-0.227479,0.048271,-0.012274,-0.044008,-0...`
218	Kazakh_Almaty:203966730116_R12C01	`0.07057,-0.188888,0.047894,-0.000646,-0.031698,-0....`
219	Kazakh_Akmola_Argyn:203966730116_R01C02	`0.064879,-0.155376,0.052043,-0.001938,-0.032314,-0...`
220	Kazakh_Akmola_Argyn:203966730116_R02C02	`0.07057,-0.226463,0.0445,-0.010982,-0.044316,-0.02...`
221	Kazakh_Almaty:203966730116_R03C02	`0.064879,-0.227479,0.048271,-0.004199,-0.048624,-0...`
222	Kazakh_WestKazakhstan_Isik:203966730116_R04C02	`0.063741,-0.244743,0.050157,-0.012597,-0.036314,-0...`
223	Kazakh_Akmola_Argyn:203966730116_R05C02	`0.063741,-0.241696,0.041106,-0.000646,-0.042162,-0...`
224	Kazakh_Almaty_Zhalayr:203966730116_R06C02	`0.062603,-0.248805,0.058077,-0.002584,-0.037238,-0...`

Back to Studies

Genomic landscape of the Great Steppe: Genetic variants in healthy Kazakh individuals

Study Information

Abstract

G25 Coordinates 224 samples

How to Download Your Raw DNA Data

Downloading from 23andMe

Downloading from AncestryDNA

Downloading from FamilyTreeDNA

Downloading from MyHeritage

Downloading from LivingDNA