A woman buried in Spain in the Bronze Age era

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Reference library / Sample profile

A woman buried in Spain in the Bronze Age era

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

SpainNeolithic to Bronze Age Transition in Iberia

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

AI portrait reconstruction for A woman buried in Spain in the Bronze Age era
AI-generated artistic reconstruction, not a photograph of the individual.
Record

Sample details

Recorded details and available lineage markers.

Individual

BA individual, Spain

Sample ID: MIV001

Date Range

2200 BCE - 2000 BCE

Cultural Period

Neolithic to Bronze Age Transition in Iberia

Biological Sex

Female

mtDNA Haplogroup

J1c3g

Y-DNA Haplogroup

Not available

Social Role

Laborer (AI estimate, era-typical)

Geography

Location

Where this individual was discovered

Country Spain
Locality Barcelona. Terrasa. Miquel Vives
Coordinates 41.5696, 2.0160
Chronology

Date range

When this individual lived in the broader context of human history

BA individual, Spain 2200 BCE - 2000 BCE
Context

Historical context

Background information associated with the reference record.

The Neolithic to Bronze Age transition in Iberia, covering roughly from 3000 BCE to 1500 BCE, marks a significant period in the region’s prehistoric cultural development. This era is characterized by profound transformations in social structures, technology, and economic practices, influencing the trajectory of societies on the Iberian Peninsula.

Neolithic Period Overview

Social and Settlement Patterns

During the Neolithic period, communities in Iberia were primarily agrarian, with societies organized around small, kin-based settlements. The Neolithic saw the emergence of permanent villages, characterized by simple, rectangular houses made from stone, wood, and clay. Larger community structures such as megalithic tombs began to appear, indicating social stratification and communal religious or ritual practices.

Economy and Technology

The Neolithic economy in Iberia was based on agriculture and animal husbandry, with the cultivation of cereals such as wheat and barley, alongside legumes and fruits. Livestock including cattle, sheep, and goats were integral to the Neolithic lifestyle, providing food, clothing, and labor. Neolithic tools were primarily made from stone, with advancements in the sophistication and specialization of implements for farming and crafting.

Cultural and Artistic Expressions

Cultural practices during the Neolithic were deeply influenced by animistic and possibly shamanistic beliefs, reflected in the region’s rock art, pottery, and ceremonial structures. Pottery from the period is notable for its decorative patterns, which were often geometrical and executed using a range of techniques, including incision and painting.

Transition to the Bronze Age

Metallurgical Advancements

The introduction of metallurgy marks the beginning of the Bronze Age in Iberia, with copper initially being worked in the early Chalcolithic (Copper Age) and later replaced or supplemented by bronze. This transition reflects substantial technological innovation, with the production of metal tools and weapons offering significant advantages over stone counterparts.

Economic and Social Changes

Metallurgy stimulated changes in social and economic structures. There was a shift towards more complex societies with hierarchical organization, likely influenced by the social dynamics surrounding the control and distribution of metal resources. Trade routes expanded as communities sought copper, tin, and other materials, fostering increased interaction and cultural exchange both within Iberia and with neighboring regions.

Emergence of Complex Societies

With the development of enhanced agricultural techniques and surplus production, populations grew, leading to the establishment of more complex, stratified societies. Settlement patterns shifted from isolated hamlets to more centralized and fortified sites, often located strategically for trade or defense.

Cultural Developments

Architecture and Settlement Structures

The Bronze Age saw more sophisticated architectural developments, including the construction of fortified hilltop settlements known as \castros." These structures provided defense and symbolized the increasing social differentiation and competition among groups.

Ritual and Ideology

The ideological landscape evolved with the construction of elaborate burial sites and monuments, such as tholoi (beehive-shaped tombs) and large stone stelae featuring anthropomorphic and symbolic engravings. These structures indicate a continuation and enhancement of ritual significance from the Neolithic period, suggesting a continuity of beliefs but with evolving expressions.

Art and Craftsmanship

Bronze Age art in Iberia demonstrates increased sophistication, seen in finely crafted metalwork, including weapons, jewelry, and ceremonial objects. Pottery continued to evolve, with styles reflecting broader European influences yet retaining distinctly Iberian characteristics.

Regional Variations

Throughout Iberia, regional differences emerged in the pace and nature of the Neolithic to Bronze Age transition. In the southwest, particularly around modern-day Portugal, the process was more rapid, possibly due to earlier exposure to metallurgical practices. In contrast, northern and northeastern regions exhibited a slower transition, maintaining Neolithic practices longer due to geographical isolation or resistance to change.

Conclusion

The Neolithic to Bronze Age transition in Iberia represents a pivotal era that laid the foundations for the region's later historical developments. This period of technological innovation, social restructuring, and cultural diversification reflects the dynamic interactions of local traditions with wider European influences, setting the stage for the subsequent Iron Age societies and the eventual emergence of recognizable historical cultures in Iberia, such as the Tartessians, Iberians, and Celtiberians."

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 98.2%
Southern European 74.9%
Iberian 44.9%
Italian 19.4%
Sardinian 10.6%
Northwestern European 23.2%
English 14.6%
Northwestern European 8.6%
Asia 1.4%
Japanese & Korean 1.1%
Japanese 1.1%

Closest Modern Populations

These are the modern populations showing the closest statistical alignment to A woman buried in Spain in the Bronze Age 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
Spanish La Rioja
1.8350
2
Spanish Castilla La Mancha
1.9879
3
Spanish Cantabria
1.9909
4
Spanish Aragon
1.9955
5
Spanish Burgos
2.0409
6
Spanish Pirineu
2.0782
7
Spanish Valencia
2.0928
8
Spanish Navarra
2.1331
9
Spanish Terres De L'ebre
2.1712
10
Spanish Andalucia
2.3457
Context

Related Samples

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

Individual Culture/Period Date Location Action
EBA BA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
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EBA BA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 1889 BCE Murcia. Pliego. La Almoloya, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1878 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1960 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1943 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1919 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1898 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1945 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1882 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2127 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2012 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1944 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1882 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1896 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1883 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1954 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1739 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1874 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 1932 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1741 BCE Murcia. La Almoloya. El Argar, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
BA individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Pliego. La Almoloya, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 1884 BCE Murcia. Pliego. La Almoloya, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
LBA individual, Spain Late Bronze Age Spain 1200 BCE Balearic Islands. Menorca. Ciutadella. Es Forat de ses Aritges, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2023 BCE Murcia. Totana. La Bastida, Spain View
EBA BA Argar individual, Spain The Argaric Culture of Spain 1750 BCE Murcia. Totana. La Bastida, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2130 BCE Murcia. Totana. La Bastida, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2192 BCE Murcia. Totana. La Bastida, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2134 BCE Murcia. Totana. La Bastida, Spain View
EBA Argar individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Totana. La Bastida, Spain View
MBA individual, Spain The Argaric Culture of Spain 1620 BCE Murcia. Totana. La Bastida, Spain View
BA individual, Spain The Argaric Culture of Spain 1865 BCE Murcia. Totana. La Bastida, Spain View
EBA individual, Spain The Argaric Culture of Spain 2000 BCE Murcia. Totana. La Bastida, Spain View
BA individual, Spain The Argaric Culture of Spain 1871 BCE Murcia. Totana. La Bastida, Spain View
BA individual, Spain Bronze Age La Horna, Spain 1620 BCE Alicante. Aspe. La Horna, Spain View
BA individual, Spain Bronze Age La Horna, Spain 1611 BCE Alicante. Aspe. La Horna, Spain View
EBA individual, Spain Early El Argar Culture Molinos de Papel, Spain 2200 BCE Murcia. Caravaca. Molinos del Papel, Spain View
EBA individual, Spain Early El Argar Culture Molinos de Papel, Spain 2197 BCE Murcia. Caravaca. Molinos del Papel, Spain View
Early individual, Spain Early El Argar Culture Molinos de Papel, Spain 2297 BCE Murcia. Caravaca. Molinos del Papel, Spain View
BA individual, Spain Neolithic to Bronze Age Transition in Iberia 2200 BCE Barcelona. Terrasa. Miquel Vives, Spain View
BA individual, Spain Bronze Age Cabezo Redondo, Southeast Spain 1538 BCE Alicante. Villena. Cabezo Redondo, Spain View
BA individual, Spain The Argaric Culture of Southeast Iberia 1881 BCE Murcia. Moratalla. Cerro del Morrón, Spain View
EBA individual, Spain The Argaric Culture of Southeast Iberia 1888 BCE Murcia. Moratalla. Cerro del Morrón, Spain View
BA individual, Spain The Argaric Culture of Southeast Iberia 1750 BCE Murcia. Moratalla. Cerro del Morrón, Spain View
BA individual, Spain The Argaric Culture of Southeast Iberia 2021 BCE Murcia. Lorca. Los Tintes, Spain View
BA individual, Spain The Argaric Culture of Southeast Iberia 2000 BCE Murcia. Lorca. Madre Mercedarias Iglesias, Spain View
BA individual, Spain Bronze Age Southeast Iberia 1669 BCE Alicante. Aspe. La Horna, Spain View
Iberian individual, Spain Bronze Age Southeast Iberia 3300 BCE Alicante. Villena. Peñón de la Zorra, Spain View
EBA individual, Spain Bronze Age Southeast Iberia 1879 BCE Alicante. Villena. Puntal de los Carniceros, Spain View
BA individual, Spain Bronze Age Southeast Iberia 1741 BCE Alicante. Villena. Puntal de los Carniceros, Spain View
EBA individual, Spain Bronze Age Southeast Iberia 1882 BCE Alicante. Villena. Puntal de los Carniceros, Spain View
BA individual, Spain Bronze Age Southeast Iberia 1748 BCE Alicante. Villena. Puntal de los Carniceros, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 2559 BCE Murcia. Caravaca. Camino del Molino, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 2579 BCE Murcia. Caravaca. Camino del Molino, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Murcia. Caravaca. Camino del Molino, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Murcia. Caravaca. Camino del Molino, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Murcia. Caravaca. Camino del Molino, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Villena. Cueva de las Lechuzas, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SE Iberia individual, Spain Chalcolithic Southeast Iberia 3300 BCE Alicante. Planes. Cova d' En Pardo, Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE Sevilla. Valencina de la Concepción. PP4-Montelirio, Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE Sevilla. Valencina de la Concepción. PP4-Montelirio, Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE Sevilla. Valencina de la Concepción. PP4-Montelirio, Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE Sevilla. Valencina de la Concepción. PP4-Montelirio, Spain View
SW Iberia C-o individual, Spain Chalcolithic Southwest Iberia 3300 BCE Sevilla. Valencina de la Concepción. PP4-Montelirio, Spain View
SW Iberia BA individual, Spain Chalcolithic Southwest Iberia 1750 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 3300 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
SW Iberia individual, Spain Chalcolithic Southwest Iberia 2893 BCE PP4-Montelirio (Andalusia, Sevilla, Valencina de la Concepción), Spain View
Zapateria EBA Argar individual, Spain The Argaric Culture of Spain 2200 BCE Murcia. Lorca. Zapatería, Spain View
Page 1
Individual Culture/Period Date Location Action
BA individual, Spain Neolithic to Bronze Age Transition in Iberia 2200 BCE Barcelona. Terrasa. Miquel Vives, Spain 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.

MIV001,0.11759526,0.15070358,0.04198208,-0.00669138,0.05062234,-0.00410308,-0.00132222,0.00392636,0.02970872,0.0423579,-0.00690162,0.01247814,-0.02031754,-0.01068072,0.00690258,-0.00213782,-0.00779106,-0.00080852,-0.00153578,-0.00506648,0.00308164,0.0026789,-0.00770408,-0.01008966,0.00013827
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