Study Title:Aligned Ancient DNA Sequencing Data from 10,016 Individuals
Secondary Study Accession:ERP187952
https://www.ebi.ac.uk/ena/browser/view/PRJEB106907
Aligned sequencing data from 10,016 ancient individuals generated as part of Akbari et al. 2026 are provided here. These include 367 newly reported shotgun ancient genomes and capture data from 9,649 individuals, derived from 18,397 ancient DNA libraries. The capture data primarily represent 9,426 previously unreported individuals, with additional libraries improving coverage for 223 individuals. Laboratory work was performed using established ancient DNA protocols, with sequencing carried out on Illumina NextSeq500, HiSeq X10, and NovaSeq X platforms
OVERVIEW: The Akbari2026 aDNA data drop was released publicly in early March 2026 and represents one of the largest single releases of ancient human genomic data to date. The dataset focuses heavily on West Eurasia samples but likely includes broader global coverage enabling detailed analyses of population history, migrations, admixture, haplogroups, and natural selection over a large time period.
The associated paper, cited as Akbari et al. 2026, appears to be forthcoming or in preparation as of March 2026, with no published version, abstract, or preprint directly available as of yet. Ali Akbari has collaborated with David Reich in the past and this dataset originates directly from the Reich lab at Harvard Medical School. The online aDNA community has jumped out in front of the data with YDNA and MtDNA analysis as well as Global 25 renderings available below. G25 analysis has allowed for sepculation regarding ancient population clusters and genetic affinities as well as potential date ranges. These early conclusions should be taken with some level of caution and most serious researchers agree that it is best to wait for the upcoming paper, although it is admittedly hard to do with such an unprecendent drop of ancient data!
Quick Breakdown
1016 Total aDNA Samples
436 G- M201 Samples
22 G-M406 Samples
6 G-M3302 Samples
Additional Sources
Genarchivist User: Teepean
Akbari2026 Complete Data Set
Akbari2026 Haplogroup Results
Unknown Source:
DNA_BigFile
Compiled Source:
BigFile Formatted for G-M406
Akbari2026: M3302 Samples
Sample ID: I27846
YDNA: G-M3302
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302
MTDNA: H
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I27846.AG,0.091058,0.146236,-0.011691,-0.058463,0.013541,-0.020638,-0.00141,-0.001385,0.007976,0.027153,0.010555,0.006294,-0.001189,0.001239,-0.007872,0.006099,0.00665,-0.003801,-0.001006,-0.004002,-0.005366,-0.003833,0.006779,-0.003856,-0.006227
Closest Cluster: Britain_MA_SouthEuro
Closest Pop: England_High_Medieval_Tzarfati_Jew_Norwich_(n=6)
G25 Estimated Date Range: 1100–1300 CE
Justification: Closest population Tzarfati Jewish Norwich. This medieval Jewish population dates to 12th–13th century England.
Sample ID: I45192
YDNA: G-M3302
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302
MTDNA: H14a
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I45192.TW,0.099026,0.152329,-0.007542,-0.046189,0.020311,-0.020917,0,-0.003461,0.016975,0.033167,0.006496,0.008243,-0.00892,-0.006606,-0.001629,-0.001193,-0.007171,-0.002534,0.005531,-0.007379,0.008984,-0.002226,-0.006039,-0.002169,-0.001078
Closest Cluster: NorthAfrica_IA_LowIM
Closest Pop: Italy_Marche_Roman_Empire_Urbino_Bivio_(East_Med_Profile)_(n=3)
G25 Estimated Date Range: 1–300 CE
Justification: Closest population Roman Italy (Urbino) with East Mediterranean ancestry.
Sample ID: I45950
YDNA: G-BY21756
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302>FT56871>BY21756
MTDNA: J1c8b
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I45950.TW,0.091058,0.150298,-0.012068,-0.06137,0.024312,-0.026774,-0.006815,-0.002077,0.017998,0.031709,0.00682,0.001349,-0.009366,-0.007569,-0.003122,0.009812,0.019558,0.000887,-0.003771,0.00025,-0.009109,-0.001855,-0.003451,0.006025,0.000359
Closest Cluster: NorthAfrica_IA_LowIM
Closest Pop: Iberia_Catalonia_Roman_Empire_Empuries_(East_Med_Profile)(low_res)(n=2)
G25 Estimated Date Range: 50 BCE – 250 CE
Justification: Closest population Roman Empúries (Spain) with East Mediterranean profile typical of Roman imperial migration/slavery networks.
Sample ID: I43412
YDNA: G-M5843
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302>FT56871>BY21756>BY21758>BY21767>BY21760>M5843
MTDNA: H1
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I43412.TW,0.122929,0.146236,0.035449,0.006137,0.030775,-0.001952,0.00846,-0.000231,0.00859,0.013303,-0.003573,0.003147,0.003717,0.00234,-0.000407,0.001193,0.005085,-0.003927,0.002765,-0.008379,-0.003993,-0.001237,-0.00419,0.004338,0.002634
Closest Cluster: Pannonia_EIA
Closest Pop: Italy_Lazio_Late_Medieval_Villa_Magna_(North_Italian_Profile)_(n=2)
G25 Estimated Date Range: 900–1200 CE
Justification: Closest population Villa Magna Late Medieval Italy but cluster suggests Carpathian/Pannonian ancestry, indicating High Medieval mobility.
Sample ID: I33871
YDNA: G-Z36772
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302>M3425>M3422>Z36772
MTDNA: HV13b
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I33871.TW,0.12862,0.128972,0.050157,0.020026,0.030775,0.005299,0.00517,0.005077,0.002454,0.007107,-0.006496,-0.001199,0.000595,-0.002202,-0.013165,0.017237,0.021513,-0.002534,0.006411,-0.003377,-0.008235,0.00272,0.003328,0.003374,-0.007065
Closest Cluster: Pannonia_Magyar_euro
Closest Pop: Hungary_High_Medieval_Arpadian_Period_Early_(Carpathian_Basin_Profile)_(n=4)
G25 Estimated Date Range: 900–1100 CE
Justification: Closest population Árpádian Hungary, early phase.
Sample ID: I29968
YDNA: G-M3336
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>M3302>M3425>M3422>M3240>M3336
MTDNA: U1a1b
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I29968.TW,0.114961,0.155376,-0.010182,-0.030039,0.007078,-0.008367,0.003525,-0.000692,-0.002454,0.018041,0.005359,0.004796,-0.006244,0.003165,-0.009908,-0.007823,-0.007562,0.004941,0.010559,-0.001501,-0.004991,-0.002226,-0.001849,-0.005543,0.003353
Closest Cluster: Italy_LA_MA_south
Closest Pop: Anatolia_Early_Medieval_(Byzantine)Zeytinliada(East_Med_Profile)_(n=2)
G25 Estimated Date Range: 700–1000 CE
Justification: Closest population Early Medieval Byzantine Zeytinliada.
Akbari2026: M406 Samples
Sample ID: I34983
YDNA: G-BY104556
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>L645>FTA2742>PH1227>BY104556
MTDNA: H59a
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I34983.TW,0.130897,0.131003,0.038843,0.024548,0.026159,0.006136,0.002585,0.005077,0.008385,0.010205,-0.008444,-0.00015,-0.003122,-0.001239,-0.000407,-0.006895,0.000261,0.006841,0.00176,-0.011255,-0.004742,-0.000989,-0.004314,0.00012,-0.000958
Closest Cluster: Pannonia_EIA
Closest Pop: Hungary_High_Medieval_Arpadian_Period_Early_(Central_Euro_Profile)_(n=6)
G25 Estimated Date Range: 700–1100 CE
Justification: Closest cluster Pannonia_EIA, but closest population Hungary High Medieval Árpádian Period. The Árpádian period spans roughly 1000–1300 CE, but genetic similarity to earlier Pannonian profiles suggests an earlier medieval placement, possibly Carpathian Basin early medieval populations transitioning into the Árpádian era
Sample ID: I39156
YDNA: G-BY93224
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>L645>Z42373>BY128167>BY93224
MTDNA: H4a
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I39156.TW,0.129758,0.13405,0.022627,0.002261,0.027082,-0.001952,0.00188,0.003231,0.000614,0.010023,0.001137,0.010191,-0.012487,-0.003853,-0.002986,0,0.007562,-0.005321,0.007668,-0.002501,-0.008235,-0.003957,-0.002958,0.007712,0.002155
Closest Cluster: Balkan_MA_nonSlavic_North
Closest Pop: Hungary_Late_Antiquity_Sarmatian_(South_Balkan_Profile)_(n=6)
G25 Estimated Date Range: 300–600 CE
Justification: Closest population Late Antiquity Sarmatian Hungary. Sarmatian-related groups in the Carpathian Basin appear mainly 1st–5th centuries CE, with continued presence into early migration-period contexts.
Sample ID: I24953
YDNA: G-FGC79808
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>L645>Z42373>FGC79804>FGC79808
MTDNA: H
Status on 3/15/26: published
G25 Scaled: Akbari2026:I24953.AG,0.10927,0.152329,0.044877,-0.005168,0.050471,-0.012271,-0.00094,0.004154,0.039882,0.032256,0.003085,0.005545,-0.012339,-0.007019,0.005429,-0.007955,-0.015385,0.001774,-0.004399,-0.01038,-0.004367,0.005317,0.001232,-0.013255,0.00467
Closest Cluster: Spain_Roman_Suevian_South_Merida_Blanes
Closest Pop: Spain_Roman_Suevian_South_Merida_Blanes
G25 Estimated Date Range: 350–600 CE
Justification: Matches Roman-Suevian Mérida/Blanes cluster from Iberia. Suebi settlement in Hispania occurs after the collapse of Roman authority (409 CE onward).
Sample ID: I40748
YDNA: G-BY172394
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>S9350>BY172394
MTDNA: J1c2i
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I40748.TW,0.105855,0.153345,-0.012822,-0.043605,0.00677,-0.021196,0,0.005077,0,0.024055,0.009256,0.013938,-0.01219,0.008395,-0.010043,-0.009149,-0.013299,0.000253,0.009679,-0.01013,-0.005366,0.005193,-0.003328,-0.006507,-0.004191
Closest Cluster: Anatolia_BA/IA
Closest Pop: Anatolia_Early_Modern_Zeytinliada_(East_Med_Profile)_(n=1)
G25 Estimated Date Range: 1200–1700 CE
Justification: Closest population Early Modern Zeytinliada (Anatolia). This cemetery is Ottoman-era, indicating a post-medieval eastern Mediterranean genetic profile.
Sample ID: I44285
YDNA: G-FT49621
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>FGC5124>FT49621
MTDNA: H+195
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I44285.TW,0.112685,0.149283,0.003394,-0.033592,0.022773,-0.010877,0.00047,-0.002077,-0.0045,0.02041,0.005846,0.003897,-0.013528,0,-0.0057,-0.006895,0.005346,0.004814,0.005782,-0.008629,-0.000624,0.004575,-0.007765,0.001446,-0.00491
Closest Cluster: Steppe_CernavodaB
Closest Pop: Hungary_Early_Medieval_Avar_Period_Middle_(Central_Med_Profile)_(n=7)
G25 Estimated Date Range: 600–800 CE
Justification: Closest population Avar Period Hungary (Middle phase). The Avar Khaganate (567–822 CE) fits this cluster well.
Sample ID: I47324
YDNA: G-FT49621
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>FGC5124>FT49621
MTDNA: U5a1g
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I47324.TW,0.126344,0.147252,0.045632,0.028424,0.0397,0.002231,0.012926,0.004384,-0.001432,-0.002369,0.007795,-0.001199,0.003122,0.021056,-0.008822,-0.006232,-0.006128,0.00038,0.008547,-0.004002,-0.009109,-0.007419,0.007888,-0.006266,0.006945
Closest Cluster: Slavic_South
Closest Pop: Hungary_Early_Medieval_Avar_Period_Early/Middle_(South_Slavic_Profile)_(n=2)
G25 Estimated Date Range: 600–800 CE
Justification: Closest population Avar Early/Middle period with South Slavic profile, consistent with Slavic migration and Avar-era Carpathian Basin admixture.
Sample ID: I26456
YDNA: G-Z31419
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>Z17886>Z31419
MTDNA: U5a2d
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I26456.AG,0.118376,0.089367,0.015462,0.027455,-0.007078,0.006972,-0.001645,0.001154,-0.019021,-0.016037,-0.011692,-0.005395,-0.001933,-0.011147,0.004614,0.006497,0.009648,-0.004561,-0.003394,0.001501,-0.002496,-0.000618,0.003204,0.00723,-0.002994
Closest Cluster: Balkan_central_EBA
Closest Pop: Ukraine_IA_Scythian_Mala_Rogozianka_(East_Asian-Mixed_Profile)_(n=1)
G25 Estimated Date Range: 600–300 BCE
Justification: Closest cluster Balkan Central Early Bronze Age but closest population Scythian Ukraine. The mixed signal suggests Steppe-influenced Iron Age context.
Sample ID: I26527
YDNA: G-Z31419
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>Z17886>Z31419
MTDNA: I1
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I26527.AG,0.121791,0.151314,-0.012822,-0.065246,0.003385,-0.024542,-0.002115,-0.002769,-0.006954,0.029522,-0.002111,0.005545,-0.013825,0.003441,-0.010315,-0.016706,-0.003129,0.007981,0.005028,-0.012631,-0.002496,0.001855,0.004683,0.002289,0.001557
Closest Cluster: Anatolia_IA_Phrygian
Closest Pop: Hungary_Late_Antiquity_Hun_(East_Med_Profile)_(n=1)
G25 Estimated Date Range: 350–500 CE
Justification: Closest population Hun-period Hungary, which corresponds to late Roman migration period.
Sample ID: I24068
YDNA: G-Z39513
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>Z17886>Z37368>Z39513
MTDNA: J1b1a2
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I24068.AG,0.103579,0.142174,-0.059585,-0.053618,-0.031083,-0.004183,0.005875,-0.016153,-0.036201,-0.007107,0.00747,0.009891,-0.013231,0.012386,-0.006922,-0.022408,-0.011474,0.005574,0.002514,-0.002126,0.002745,0.001978,-0.00949,-0.008676,0.002634
Closest Cluster: Caucasus_Armenian_Late
Closest Pop: Armenia_Roman_Republic-Late_Antiquity_(Artaxiad-Arsacid)Beniamin(n=5)
G25 Estimated Date Range: 200 BCE – 300 CE
Justification: Closest population Armenia Artaxiad/Arsacid period. These dynasties span roughly 190 BCE – 428 CE.
Sample ID: I38910
YDNA: G-MF48165
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>Z17887>Z17886>Z31419>FTD83174>MF48165
MTDNA: U3b
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I38910.TW,0.105855,0.150298,-0.018479,-0.057494,0.009232,-0.025379,-0.004935,-0.003461,0.007567,0.020046,0.001299,0.006444,-0.003568,0.004404,-0.003936,-0.008353,-0.009779,-0.002787,0.001634,-0.005002,-0.003494,0.003586,-0.001849,-0.008314,0.001796
Closest Cluster: Italy_imperial
Closest Pop: Italy_Lazio_Late_Medieval_Villa_Magna_(East_Med_Profile)_(n=5)
G25 Estimated Date Range: 100–500 CE
Justification: Cluster Italy Imperial with closest pop Villa Magna East Mediterranean profile. Likely represents eastern Mediterranean migrants in Roman Italy.
Sample ID: I35684
YDNA: G-FTA64009
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>FGC5124>L14>FTD87629>FTA64009
MTDNA: X2c1
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I35684.TW,0.108132,0.144205,0.001508,-0.033592,0.014464,-0.014781,0,-0.000231,0.005318,0.027335,0.002436,0.006444,-0.014717,-0.010046,-0.005429,0.002254,0.013299,-0.002914,0.004274,-0.006378,-0.00262,0.003833,0.001849,0.00494,-0.001078
Closest Cluster: Balkan_MA_nonSlavic_West
Closest Pop: Italy_Lazio_Early_Modern_Renaissance_Tivoli_(n=3)
G25 Estimated Date Range: 1400–1700 CE
Justification: Closest population Renaissance Tivoli (Italy), indicating Late Medieval/Early Modern Italian ancestry.
Sample ID: I19964
YDNA: G-Z17084
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>FGC5124>L14>FGC5155>FGC5096>Z17084
MTDNA: H1e1a
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I19964.AG,0.113823,0.147252,-0.012822,-0.046512,-0.000308,-0.01004,0.00094,-0.006461,-0.012067,0.015308,0.00406,0.002997,-0.006095,-0.009083,0.002443,0.005967,0.014473,-0.000127,0,-0.00075,0.000374,0.006306,0.003328,-0.000843,-0.007664
Closest Cluster: Anatolia_BA/IA
Closest Pop: Italy_Piedmont_Early_Medieval_Lombard_Period_Collegno_(East_Med_Profile)_(n=8)
G25 Estimated Date Range: 550–750 CE
Justification: Closest population Lombard period Collegno (Italy). Lombard kingdom in Italy lasted 568–774 CE.
Sample ID: I35428
YDNA: G-FTD7396
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>FGC5089>FGC5081>Y2724>FGC5124>L14>FGC5155>FGC5096>Z17084>FT45013>FTD7396
MTDNA: K2b1
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I35428.TW,0.126344,0.146236,0.017348,-0.011305,0.025235,-0.008088,-0.00282,-0.001615,-0.007567,0.021868,0.002273,0.008243,-0.00669,-0.00234,-0.013301,-0.001591,0.00339,0.003421,-0.002137,-0.008754,-0.000998,-0.00272,-0.002958,0.000602,-0.003592
Closest Cluster: Balkan_central_BA
Closest Pop: Austria_Early_Medieval_Avar_Period_(Central_Med_Profile)_(n=37)
G25 Estimated Date Range: 600–800 CE
Justification: Closest population Austria Avar Period.
Sample ID: I28341
YDNA: G-Z30814
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>PF3293>PF3296>Z30814
MTDNA: U1a1a3
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I28341.AG,0.084229,0.148267,-0.040729,-0.075582,-0.008001,-0.023985,0.003995,0.002308,0.007567,0.016219,0.006333,-0.005695,-0.003419,0.004817,-0.003393,-0.005967,-0.007562,-0.001774,0.007919,-0.007629,-0.001996,0.004451,-0.008381,-0.000723,-0.000359
Closest Cluster: Levant_MA
Closest Pop: Serbia_Roman_Empire_Viminacium_Pirivoj_(Levantine_Profile)_(n=1)
G25 Estimated Date Range: 100–400 CE
Justification: Closest population Roman Viminacium Levantine profile, typical of eastern migrants in Roman Balkans.
Sample ID: I24350
YDNA: G-S11415
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>PF3293>PF3296>Z30814>FGC41427>S11415
MTDNA: H
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I24350.AG,0.104717,0.140143,-0.02225,-0.048127,0.010156,-0.017012,-0.002585,-0.004846,0.002045,0.020228,-0.002111,0.001199,-0.006838,-0.007432,-0.016015,0.006762,0.02373,-0.002407,0.003142,0.00988,0.004742,0.001978,0.000863,-0.009399,-0.002395
Closest Cluster: Greece_Modern
Closest Pop: Italy_Lazio_Roman_Empire_Palestrina_Antina_(East_Med_Profile)_(n=1)
G25 Estimated Date Range: 1–300 CE
Justification: Closest population Roman Italy Palestrina, East Mediterranean ancestry
Sample ID: I27847
YDNA: G-BY104772
Tree: G-M201>L89>L156>P15>L1259>L30>M406>PF3299>PF3293>PF3296>Z30814>FGC41427>S11415>BY104772
MTDNA: H8c
Status on 3/15/26: not published
G25 Scaled: Akbari2026:I27847.AG,0.112685,0.152329,-0.011314,-0.056848,0.007078,-0.01757,0.000705,-0.001846,-0.004704,0.024784,-0.001949,0.002098,-0.009217,-0.002477,-0.012351,-0.00769,0.004042,0.00266,0.005782,0.003252,0.006988,0.007666,-0.000863,0.00012,-0.00479
Closest Cluster: Anatolia_IA_Greek
Closest Pop: Croatia_Roman_Empire_Trogir_(East_Med_Profile)_(n=4)
G25 Estimated Date Range: 100–300 CE
Justification: Closest population Roman Trogir (Croatia) with Greek/Anatolian profile typical of Roman Adriatic settlements.
Akbari2026: Global 25 M406
Akbari2026:I34983.TW,0.132035,0.127957,0.039221,0.02261,0.02739,0.008088,0.005875,0.007154,0.007772,0.012392,-0.009419,-0.000749,-0.011001,0.003578,-0.004207,-0.009546,0.00013,0.005954,0.002011,-0.01063,-0.003868,-0.003215,-0.00493,0.000482,-0.004191
Akbari2026:I39156.TW,0.127482,0.133034,0.022627,0.001292,0.028005,-0.001673,-0.00141,0.004384,0.001636,0.009476,0.001786,0.008542,-0.013082,-0.00578,-0.0057,0.002121,0.006519,-0.0019,0.005656,-0.004627,-0.008735,-0.000618,-0.001849,0.007712,0.003233
Akbari2026:I24953.AG,0.10927,0.151314,0.041106,-0.004522,0.048317,-0.009482,-0.00282,0.005077,0.037223,0.03426,0.001137,0.006145,-0.012785,-0.006193,0.004207,-0.007425,-0.019818,0.004054,-0.005908,-0.008629,-0.007362,0.003091,0.002218,-0.011568,0.00455
Akbari2026:I40748.TW,0.101303,0.149283,-0.015839,-0.044897,0.000615,-0.023148,-0.000235,0.003,-0.005522,0.018588,0.003248,0.013188,-0.011001,0.007156,-0.008279,-0.010209,-0.011604,-0.001394,0.006411,-0.008254,-0.003868,0.007419,-0.00493,-0.003374,-0.002994
Akbari2026:I44285.TW,0.10927,0.142174,0.001508,-0.029716,0.02739,-0.013108,0.00094,-0.002538,-0.002454,0.022597,0.004709,0.002847,-0.012042,0.000826,-0.0076,-0.010077,0.003651,-0.00038,0.006285,-0.007504,0.000125,0.002597,-0.011092,-0.001084,-0.002874
Akbari2026:I47324.TW,0.127482,0.142174,0.047894,0.033269,0.038469,0.004462,0.011986,0.003231,-0.002659,-0.00164,0.00341,-0.000599,0.003865,0.022432,-0.006107,-0.00769,-0.003129,0.00038,0.00729,-0.004127,-0.007612,-0.003833,0.009244,-0.006025,0.010777
Akbari2026:I26456.AG,0.119514,0.092413,0.012445,0.033269,-0.006463,0.01004,0.000235,0.003923,-0.02168,-0.018041,-0.007307,-0.003297,0.000446,-0.009634,0.002986,0.001061,0.005737,-0.005954,-0.003771,0.001501,-0.007487,-0.00272,0.003328,0.003735,-0.006826
Akbari2026:I26527.AG,0.119514,0.150298,-0.008674,-0.06137,0.004308,-0.0251,-0.005405,-0.004384,-0.008385,0.028247,-0.001624,0.005245,-0.015015,-0.001514,-0.008279,-0.018165,-0.00339,0.009248,0.008547,-0.007754,0.001747,0.004822,0.005053,0.000361,0.005508
Akbari2026:I24068.AG,0.101303,0.137096,-0.056191,-0.052326,-0.028928,-0.008925,0.003995,-0.017999,-0.034565,-0.005285,0.009094,0.01154,-0.012487,0.013349,-0.006379,-0.024131,-0.014473,0.005194,0.001885,-0.004002,0.00262,0.005193,-0.005546,-0.002048,-0.000838
Akbari2026:I38910.TW,0.105855,0.149283,-0.017725,-0.052326,0.012002,-0.020359,-0.005405,-0.003461,0.008999,0.023508,0.005846,0.006744,-0.004757,0.005643,-0.005429,-0.006629,-0.0103,-0.003547,0.000754,-0.006003,-0.003619,0.003586,0.000739,-0.008194,0.003113
Akbari2026:I35684.TW,0.106994,0.145221,-0.000754,-0.034884,0.018465,-0.013108,-0.00047,0,0.004909,0.024055,-0.003897,0.001499,-0.013231,-0.007569,-0.007872,0.002917,0.015255,-0.004307,0.007416,-0.006628,-0.002745,0.001978,-0.002095,0.005784,-0.000479
Akbari2026:I19964.AG,0.111547,0.141159,-0.017348,-0.043605,0.005539,-0.006972,0.00705,-0.003461,-0.010226,0.012392,0.002598,0.001349,-0.00996,-0.003991,-0.0019,0.004508,0.014212,0.003421,-0.001131,0.001251,0.004243,0.007543,0.005793,0,-0.004311
Akbari2026:I35428.TW,0.125205,0.146236,0.015839,-0.009367,0.030159,-0.009482,-0.00423,-0.004615,-0.007567,0.025331,0.003085,0.007343,-0.006987,-0.000688,-0.011943,-0.001326,0.005607,0.004054,-0.000503,-0.011756,0.000873,-0.004822,-0.001849,-0.001205,-0.002994
Akbari2026:I45950.TW,0.088782,0.148267,-0.012068,-0.060078,0.023389,-0.029562,-0.00705,-0.000692,0.017589,0.033167,0.004872,0.000899,-0.00892,-0.009909,-0.005836,0.010077,0.016428,-0.002027,-0.00264,0.005503,-0.000374,0.001113,-0.003944,0.00241,-0.000958
Akbari2026:I27846.AG,0.081953,0.149283,-0.009051,-0.050711,0.014156,-0.018686,0.000705,-0.003,0.006749,0.026789,0.006008,0.006444,0.003717,-0.00055,-0.011129,0.005967,0.008084,-0.002914,0.006536,0.003877,-0.009982,-0.004204,0.010969,-0.000361,-0.003952
Akbari2026:I45192.TW,0.095611,0.150298,-0.003771,-0.050711,0.025543,-0.021475,-0.00094,-0.000923,0.01943,0.03262,0.005846,0.005995,-0.009217,-0.006744,-0.000407,0.001591,-0.00678,0.002154,0.003897,-0.006378,0.007736,0,-0.0053,-0.002892,-0.001557
Akbari2026:I43412.TW,0.121791,0.146236,0.034318,0.002907,0.033852,-0.003626,0.007285,0.003923,0.008385,0.016219,-0.002923,0.004196,0.003271,0.001789,-0.000136,0.002254,-0.000261,-0.003421,0.005782,-0.006003,-0.006114,-0.000618,-0.002588,0.006507,0.000838
Akbari2026:I33871.TW,0.126344,0.127957,0.052043,0.022933,0.031083,0.005857,0.002115,0.006231,0.004295,0.007836,-0.007145,-0.001499,0.003865,0.00055,-0.009229,0.017104,0.019166,-0.000887,0.006662,0.00025,-0.003868,0.001484,0.006162,0.001205,-0.002874
Akbari2026:I29968.TW,0.110408,0.15436,-0.015839,-0.028101,0.00277,-0.008367,0.002585,-0.001846,-0.001841,0.014943,0.004222,0.004046,-0.004757,0.005367,-0.006243,-0.006497,-0.007432,0.004054,0.00993,-0.003377,-0.007736,-0.002102,-0.000616,-0.003012,0.006826
Akbari2026:I28341.AG,0.083091,0.14319,-0.043369,-0.077843,-0.008001,-0.022311,0.004935,0.001385,0.01084,0.017859,0.008282,-0.002997,-0.002825,0.003991,-0.006786,-0.00411,-0.009257,0.002027,0.009176,-0.00988,-0.004991,0.00779,-0.010106,0.000361,-0.001676
Akbari2026:I24350.AG,0.100164,0.139128,-0.018479,-0.045543,0.010463,-0.01255,-0.002115,-0.003692,0.003272,0.018224,0.001137,0.001199,-0.0055,-0.010046,-0.014794,0.008884,0.024382,-0.001014,0.003771,0.005753,0.005241,0.001607,-0.005546,-0.002771,-0.006466
Akbari2026:I27847.AG,0.110408,0.150298,-0.012822,-0.05814,0.01231,-0.02008,0.003525,-0.000462,-0.003681,0.025695,-0.00065,0.006145,-0.012042,-0.00055,-0.016015,-0.003315,0.004824,0.004561,0.006411,0,0.000873,0.005193,-0.002095,-0.003494,-0.003473