A woman buried in Hungary in the Middle Neolithic era

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Reference library / Sample profile

A woman buried in Hungary in the Middle Neolithic era

Explore the recorded context, genetic comparisons and research behind this reference sample.

HungaryMiddle Neolithic Alföld Linear Pottery Culture Esztár Group, Hungary

A reference profile describes this sample. It does not establish a personal or family relationship.

View sample details Explore Shared Roots
AI portrait reconstruction for A woman buried in Hungary in the Middle Neolithic era
AI-generated artistic reconstruction, not a photograph of the individual.
Record

Sample details

Recorded details and available lineage markers.

Individual

MN AVK Esztar individual, Hungary

Sample ID: I4186

Date Range

5300 BCE - 4900 BCE

Cultural Period

Middle Neolithic Alföld Linear Pottery Culture Esztár Group, Hungary

Biological Sex

Female

mtDNA Haplogroup

K1-a

Y-DNA Haplogroup

Not available

Social Role

Farmer (AI estimate, era-typical)

Geography

Location

Where this individual was discovered

Country Hungary
Locality Ebes-Sajtgyár
Coordinates 47.4776, 21.5030
Chronology

Date range

When this individual lived in the broader context of human history

MN AVK Esztar individual, Hungary 5300 BCE - 4900 BCE
Context

Historical context

Background information associated with the reference record.

The Middle Neolithic Alföld Linear Pottery Culture (ALPc) Esztár Group is a significant archaeological culture that flourished in Eastern Hungary during the European Neolithic period. This culture is a part of the broader Linear Pottery Culture tradition, which spanned a wide area of Central Europe during the Neolithic era, approximately between 5500 and 4500 BCE.

Geographical Context

The Esztár Group is located primarily in the Great Hungarian Plain, also known as the Alföld region. This area provided an ideal environment for early agricultural communities, with its fertile soils, abundant water sources from the Tisza River and its tributaries, and a relatively mild climate. The location facilitated the growth of sedentary agricultural societies and enabled sustained human occupation.

Settlement Patterns

Settlements of the Esztár Group are characterized by scattered villages typically positioned along riverbanks and floodplains, capitalizing on fertile lands for agriculture. These villages were usually composed of longhouses, which could vary in size and complexity but provided ample living space for extended family units. The architecture suggests a community-oriented lifestyle with shared labor and resources.

Economy and Subsistence

The Esztár Group's economy was primarily based on agriculture, focusing on cultivating cereals such as wheat and barley, as well as legumes and flax. Livestock farming complemented plant cultivation, with evidence indicating the domestication of cattle, pigs, sheep, and goats. Hunting and foraging supplemented these food sources, enabling a diverse diet.

This combination of agriculture and animal husbandry indicates a well-developed and sustainable economic system. The surplus production likely supported the growth of larger, more stable communities over time.

Material Culture

Pottery

Pottery is the most distinctive feature of the Alföld Linear Pottery Culture, and the Esztár Group is renowned for its finely crafted ceramics. Pottery from this culture often features intricate linear decorations, created using incised or painted techniques. These decorations are not only aesthetically pleasing but may have held symbolic or communicative significance within the community.

Vessel forms varied, including bowls, jars, and cups, each serving specific domestic or ceremonial purposes. The presence of pottery kilns at some sites suggests that pottery production was a specialized craft within these communities.

Tools and Artifacts

The Esztár Group made extensive use of stone tools, including polished stone axes and blades fashioned from local flint and obsidian, a volcanic glass sourced from the Carpathians. These tools were essential for agriculture, building, and crafting activities. Bone tools and ornaments are also common, indicating a sophisticated level of tool-making and aesthetic expression.

Social and Cultural Aspects

The Neolithic period marked significant changes in social organization, and the Esztár Group was likely no exception. The increasing complexity of their settlements and material culture suggests the development of more complex social structures, possibly including defined roles related to economic activities, craft specialization, and community governance.

Burial practices provide insights into their spiritual beliefs and societal norms. Graves often included goods such as pottery, tools, and ornaments, suggesting a belief in an afterlife or the importance of status and identity in both life and death.

Interaction and Exchange

The Alföld region, with its location in Central Europe, served as an important crossroads for cultural interaction and exchange. The Esztár Group likely exchanged goods, ideas, and technologies with neighboring cultures, contributing to the dynamic cultural landscape of the Neolithic.

Conclusion

The Middle Neolithic Alföld Linear Pottery Culture Esztár Group represents a vibrant and innovative society deeply rooted in agricultural practice and artistic expression. Through their sophisticated pottery, economic adaptations, and community-oriented lifestyle, they played a crucial role in the broader narratives of the European Neolithic period. The archaeological legacy of the Esztár Group continues to provide critical insights into the development of early European agricultural societies.

Analysis

Genetic comparisons

These comparisons show genetic similarity, not identity or origin. The populations listed are those whose genomes show statistical alignment to this ancient individual.

Similarity reflects shared history, not shared identity. These are analytical comparisons, not claims about who this person was.

Modern Genetic Admixture

This analysis compares the DNA profile with present-day reference populations, showing statistical similarity to modern reference populations from different regions. The excavation site records where this individual was found, not a fixed modern genetic identity.

Europe 97.8%
Southern European 97.8%
Italian 44.2%
Iberian 34.4%
Sardinian 19.3%
Asia 2.2%
Northern West Asian 2.2%
Cypriot 2.2%

Closest Modern Populations

These are the modern populations showing the closest statistical alignment to A woman buried in Hungary in the Middle Neolithic era, ranked by genetic distance. Lower distance values indicate closer statistical similarity. Cross-region similarity can reflect shared ancestry, population movement, continuity, or later admixture.

1
Sardinian
2.9490
2
French Corsica
5.5580
3
Spanish La Rioja
5.9672
4
Spanish Castilla La Mancha
6.1835
5
Spanish Murcia
6.2603
6
Spanish Andalucia
6.2626
7
Spanish Menorca
6.2787
8
Spanish Castello
6.2963
9
Spanish Pirineu
6.3280
10
Spanish Aragon
6.3420
Context

Related Samples

This individual exists within a broader network of ancient samples. No ancient genome stands alone.

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Early C Tiszapolgar individual, Hungary Early Chalcolithic Tiszapolgár Culture, Hungary 4500 BCE Pusztataskony-Ledence I, Hungary View
MN ALBK Szakalhat individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szakálhát Group, Hungary 5300 BCE Pusztataskony-Ledence I, Hungary View
Early C Tiszapolgar individual, Hungary Early Chalcolithic Tiszapolgár Culture, Hungary 4500 BCE Pusztataskony-Ledence I, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szakálhát Group, Hungary 5300 BCE Pusztataskony Ledence 1, Hungary View
LN Tisza individual, Hungary Late Neolithic Tisza Culture, Hungary 5000 BCE Pusztataskony-Ledence I, Hungary View
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Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3300 BCE Budakalász-Luppa csárda, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3370 BCE Budakalász-Luppa csárda, Hungary View
Late C IA Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3345 BCE Alsónémedi, Hungary View
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MN AVK Tiszadob individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Tiszadob Group, Hungary 5210 BCE Tiszadob-Ó-Kenéz, Hungary View
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MN AVK Szatmar individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szatmár Group, Hungary 5500 BCE Mezőkövesd-Mocsolyás, Hungary View
MN AVK Szatmar individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szatmár Group, Hungary 5500 BCE Mezőkövesd-Mocsolyás, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture, Hungary 5300 BCE Hajdúnánás-Eszlári út, Hungary View
LN Tisza individual, Hungary Late Neolithic Tisza Culture, Hungary 5000 BCE Hódmezővásárhely-Kökénydomb Vörös tanya, Hungary View
Balaton Lasinja individual, Hungary Chalcolithic Balaton-Lasinja Culture, Hungary 4341 BCE Veszprém Jutasi út, Hungary View
Early C Tiszapolgar individual, Hungary Early Chalcolithic Tiszapolgár Culture, Hungary 4500 BCE Pusztataskony-Ledence I, Hungary View
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Halberstadt Sonntagsfeld EN LBK individual, Germany Early Neolithic Linear Pottery Culture, Germany 5205 BCE Halberstadt-Sonntagsfeld, Germany View
Halberstadt Sonntagsfeld EN LBK individual, Germany Early Neolithic Linear Pottery Culture, Germany 5204 BCE Halberstadt-Sonntagsfeld, Germany View
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LN Sopot individual, Hungary Late Neolithic Sopot Culture, Hungary 4932 BCE Szemely-Hegyes, Hungary View
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MN AVK Esztar individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Esztár Group, Hungary 5300 BCE Ebes-Sajtgyár, Hungary View
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LN Lengyel individual, Hungary Late Neolithic Lengyel Culture, Hungary 4900 BCE Veszprém Jutasi út, Hungary View
LN Lengyel individual, Hungary Late Neolithic Lengyel Culture, Hungary 4900 BCE Bátaszék-Lajvér, Hungary View
LN Lengyel individual, Hungary Late Neolithic Lengyel Culture, Hungary 4900 BCE Csabdi-Télizöldes, Hungary View
Balaton Lasinja individual, Hungary Chalcolithic Balaton-Lasinja Culture, Hungary 4300 BCE Keszthely-Fenékpuszta. Pusztaszentegyházi-dűlő, Hungary View
Balaton Lasinja individual, Hungary Chalcolithic Balaton-Lasinja Culture, Hungary 4239 BCE Lánycsók. Csata-alja, Hungary View
EN individual, Spain Early Neolithic Spain 4836 BCE Burgos. El Prado de Pancorbo, Spain View
Iberian Chalcolithic individual, Spain Chalcolithic Spain 3092 BCE Basque Country. Alava. La Chabola de la Hechicera, Spain View
MN AVK Szakalhat individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szakálhát Group, Hungary 5300 BCE Cegléd. site 4/1, Hungary View
MN AVK Szakalhat individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szakálhát Group, Hungary 5300 BCE Cegléd. site 4/1, Hungary View
MN AVK Szakalhat individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szakálhát Group, Hungary 5300 BCE Cegléd. site 4/1, Hungary View
LN Tisza individual, Hungary Late Neolithic Tisza Culture, Hungary 5000 BCE Vésztő-Mágor, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3600 BCE Balatonlelle-Felső-Gamász, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3333 BCE Balatonlelle-Felső-Gamász, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3338 BCE Balatonlelle-Felső-Gamász, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3600 BCE Balatonlelle-Felső-Gamász, Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3363 BCE Vörs, Hungary View
MCHA Hunyadihalom individual, Hungary Middle Chalcolithic Hunyadihalom Culture, Hungary 4228 BCE Nemesnádudvar-Papföld. M9/7 lh., Hungary View
Late C Baden individual, Hungary Late Chalcolithic Baden Culture, Hungary 3600 BCE Vámosgyörk MHAT telep, Hungary View
Late C Protoboleraz individual, Hungary Late Chalcolithic Proto-Boleráz Culture, Hungary 3910 BCE Abony. Turjányos-dűlő, Hungary View
Late C Protoboleraz individual, Hungary Late Chalcolithic Proto-Boleráz Culture, Hungary 3800 BCE Abony. Turjányos-dűlő, Hungary View
EN HG Koros-o WHG individual, Hungary Early Neolithic Hunter-Gatherer Körös Culture, Hungary 5737 BCE Tiszaszőlős-Domaháza, Hungary View
EN Koros-o WHG individual, Hungary Early Neolithic Körös Culture, Hungary 6000 BCE Tiszaszőlős-Domaháza, Hungary View
Iberian Chalcolithic individual, Spain Chalcolithic Spain 2900 BCE Burgos. Atapuerca. El Mirador Cave, Spain View
EN Koros individual, Hungary Early Neolithic Körös Culture, Hungary 5713 BCE Törökszentmiklós. road 4. site 3, Hungary View
EN Starcevo-2 individual, Hungary Early Neolithic Starčevo Culture 2, Hungary 5800 BCE Lánycsók. Gata-Csatola, Hungary View
Halberstadt Sonntagsfeld N individual, Germany Neolithic Germany 4600 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Hungary Early Neolithic Körös Culture, Hungary 6000 BCE Törökszentmiklos Tiszapüspöki Karanycs haromag 3. lh., Hungary View
Iberian Chalcolithic individual, Spain Chalcolithic Spain 3096 BCE Basque Country. Alava. Alto de la Huesera, Spain View
Iberian Neolithic individual, Spain Middle to Late Neolithic Spain 3606 BCE Basque Country. Alava. La Chabola de la Hechicera, Spain View
Chalcolithic Europe individual, Hungary Late Chalcolithic Proto-Boleráz Culture, Hungary 3768 BCE Abony. Turjányos-dűlő, Hungary View
European Chalcolithic individual, Hungary Chalcolithic Balaton-Lasinja Culture, Hungary 4334 BCE Enese elkerülő. Kóny. Proletár-dülö. M85. Site 2, Hungary View
Chalcolithic Cultures of Central Europe individual, Hungary Early Chalcolithic Tiszapolgár-Bodrogkeresztúr Culture, Hungary 4442 BCE Törökszentmiklós. road 4. site 3, Hungary View
European Chalcolithic individual, Hungary Late Chalcolithic Baden Culture, Hungary 3333 BCE Budakalász-Luppa csárda, Hungary View
Chalcolithic Europe individual, Hungary Late Chalcolithic Proto-Boleráz Culture, Hungary 3649 BCE Abony. Turjányos-dűlő, Hungary View
European Chalcolithic individual, Hungary Late Chalcolithic Baden Culture, Hungary 3340 BCE Budakalász-Luppa csárda, Hungary View
Neolithic European individual, Hungary Early Neolithic Starčevo Culture 2, Hungary 5713 BCE Alsonyek-Bataszek. Mérnöki telep, Hungary View
European Neolithic individual, Hungary Middle Neolithic Linear Pottery Culture, Hungary 5307 BCE Alsónyék-Bátaszék. site 11, Hungary View
Neolithic European individual, Hungary Early Neolithic Starčevo Culture 1, Hungary 5830 BCE Alsonyek-Bataszek. Mérnöki telep, Hungary View
Danubian Cultures individual, Hungary Middle Neolithic Vinča Culture, Hungary 5318 BCE Szederkény-Kukorica-dülö, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture, Hungary 5305 BCE Hajdúnánás-Eszlári út, Hungary View
European Neolithic individual, Hungary Late Neolithic Lengyel Culture, Hungary 4834 BCE Csabdi-Télizöldes, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture, Hungary 5300 BCE Polgár-Piócás, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture, Hungary 5217 BCE Hajdúnánás-Eszlári út, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Szatmár Group, Hungary 5479 BCE Mezőkövesd-Mocsolyás, Hungary View
European Neolithic individual, Hungary Late Neolithic Lengyel Culture, Hungary 4900 BCE Felsőörs-Bárókert, Hungary View
European Neolithic individual, Hungary Late Neolithic Tisza Culture, Hungary 5000 BCE Hódmezővásárhely-Gorzsa. grave 4, Hungary View
European Neolithic individual, Hungary Middle Neolithic Linear Pottery Culture, Hungary 5300 BCE Enese elkerülő. Kóny. Proletár-dülö. M85. Site 2, Hungary View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5211 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5205 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5215 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5350 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5299 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5211 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
European Neolithic individual, Germany Early Neolithic Linear Pottery Culture, Germany 5299 BCE Halberstadt-Sonntagsfeld, Germany View
Balkans Ln individual, Hungary 5000 BCE Hódmezővásárhely-Gorzsa. grave 4, Hungary View
Balkans En individual, Hungary 6000 BCE Törökszentmiklos Tiszapüspöki Karanycs haromag 3. lh., Hungary View
Starcevo individual, Hungary 5713 BCE Alsonyek-Bataszek. Mérnöki telep, Hungary View
Alfold Linear Pottery individual, Hungary 5217 BCE Hajdúnánás-Eszlári út, Hungary View
Lbk individual, Hungary 5300 BCE Enese elkerülő. Kóny. Proletár-dülö. M85. Site 2, Hungary View
Alfold Linear Pottery individual, Hungary 5479 BCE Mezőkövesd-Mocsolyás, Hungary View
Alfold Linear Pottery individual, Hungary 5300 BCE Polgár-Piócás, Hungary View
Lbk individual, Germany 5307 BCE Baden-Württemberg. Stuttgart-Mühlhausen. Viesenhaeuser Hof, Germany View
Lbk individual, Hungary 5307 BCE Alsónyék-Bátaszék. site 11, Hungary View
Balkans Lca individual, Hungary 3768 BCE Abony. Turjányos-dűlő, Hungary View
Balkans Lca individual, Hungary 3649 BCE Abony. Turjányos-dűlő, Hungary View
Balkans Ca individual, Hungary 4442 BCE Törökszentmiklós. road 4. site 3, Hungary View
Balkans N individual, Hungary 5318 BCE Szederkény-Kukorica-dülö, Hungary View
Lengyel individual, Hungary 4900 BCE Felsőörs-Bárókert, Hungary View
Lengyel individual, Hungary 4834 BCE Csabdi-Télizöldes, Hungary View
Balkans Ca individual, Hungary 4334 BCE Enese elkerülő. Kóny. Proletár-dülö. M85. Site 2, Hungary View
Starcevo individual, Hungary 5830 BCE Alsonyek-Bataszek. Mérnöki telep, Hungary View
Balkans Lca individual, Hungary 3340 BCE Budakalász-Luppa csárda, Hungary View
Balkans Lca individual, Hungary 3333 BCE Budakalász-Luppa csárda, Hungary View
Alfold Linear Pottery individual, Hungary 5305 BCE Hajdúnánás-Eszlári út, Hungary View
Lbk individual, Germany 5211 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5205 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5215 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5299 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5211 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5299 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5500 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5210 BCE Halberstadt-Sonntagsfeld, Germany View
Lbk individual, Germany 5350 BCE Halberstadt-Sonntagsfeld, Germany View
Iberia Mln individual, Spain 3606 BCE Basque Country. Alava. La Chabola de la Hechicera, Spain View
Iberia Ca individual, Spain 3096 BCE Basque Country. Alava. Alto de la Huesera, Spain View
Alfold Linear Pottery individual, Hungary 5300 BCE Pusztataskony Ledence 1, Hungary View
Balkans En individual, Hungary 6000 BCE Törökszentmiklos Tiszapüspöki Karanycs haromag 3. lh., Hungary View
Page 1
Individual Culture/Period Date Location Action
MN AVK Esztar individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Esztár Group, Hungary 5300 BCE Ebes-Sajtgyár, Hungary View
European Neolithic individual, Hungary Middle Neolithic Alföld Linear Pottery Culture Esztár Group, Hungary 5300 BCE Ebes-Zsongvölgy, Hungary View
Page 1
Sources

References

Scientific publications and genetic data that inform this profile.

G25 Coordinates

These coordinates represent a position in genetic space, a tool for comparison, not a conclusion. You can use these to perform custom admixture analysis in G25 Studio.

I4186,0.1167453,0.1604175,0.0289721,-0.0346694,0.0570367,-0.0177385,-0.0024043,0.0060997,0.0382667,0.0652064,-0.0049273,0.0142898,-0.0249649,-0.0130268,-0.0061664,0.0038836,0.0069024,-0.0010004,-0.001501,-0.0032608,0.0009322,0.0044301,-0.0116376,-0.0180822,0.00432385
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