Data from: Biomechanical evidence for occupational specialization in Mesolithic-Neolithic hunter-gatherers from Zvejnieki, Latvia
Data files
Apr 16, 2026 version files 110.30 KB
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Femora_All.csv
26.82 KB
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Femora_Pendant_All.csv
3.79 KB
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Femora_Pendant_Male.csv
3.02 KB
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Femoral_CI_All.txt
6.16 KB
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Femoral_CI_Pendants.txt
6.69 KB
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Femoral_Comparisons_All.txt
9.98 KB
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Humeral_Asymmetry.txt
5 KB
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Humeral_CI.txt
10.48 KB
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Humeral_Comparison.txt
5.38 KB
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Humeri_Asymmetry_Pendant.csv
2.56 KB
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Humeri_Male_Pendant_Side.csv
7.42 KB
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Humeri_Pendants_All.csv
9.22 KB
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Male_Pendant_Femora_Comparison.txt
5.36 KB
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README.md
8.43 KB
Abstract
The dataset includes cross-sectional geometric properties from humeri and femora at the Zvejnieki archaeological site. The code includes programs that produce 95 % credibility intervals for individuals with and without burial pendants for femoral and humeral cross-sectional properties, and 95 % credibility intervals comparing Zvejnieki femora to a European database from the Paleolithic through Neolithic periods. In addition, the code also includes programs that produce randomized mean differences in humeral and femoral biomechanical properties between males with and without burial pendants. The humeral code performs this for right and left humeral measurements simultaneously and produces graphs that illustrate 1) the region of practical equivalence surrounding the randomized mean difference for right and left; 2) provides unique shading for the right and left sides; and 3) indicates the location of the observed mean difference relative the randomized permutations for right and left sides using unique symbols. For femora, the code produces randomized differences in femoral biomechanical measurements for females and males, uses unique shading for females and males, and identifies the region of practical equivalence with sex-specific bars. Female and male observed means are imposed with unique symbols to identify their location relative to the region of practical equivalence within the randomized permutations. All graphs are coded to appear in the same image, at publication-ready high resolution (> 600 DPI). Results from this work illustrate unique patterns of manual activity between individuals with and without pendants, emphasizing the increasing dimensions of mortuary practices among Mesolithic-Neolithic hunter-gatherers. In addition, results suggest reduced femoral robusticity among female and male community members at Zvejnieki, consistent with limited mobility and interaction with relatively flat terrain. Data from this study may be used as a comparative sample in future biomechanical studies. Code from this work can be applied to comparative studies interested in producing 95 % credibility interval and randomized permutation comparisons across multiple variables, and the output is structured so that each variable comparison reads into singular graphs in publication-friendly formats.
Dataset DOI: 10.5061/dryad.c866t1gnf
Description of the data and file structure
This data set includes the code and cross-sectional properties used in the article titled Biomechanical Evidence for Occupational Specialization in Mesolithic-Neolithic Hunter-Gatherers from Zvejnieki, Latvia for publication in Science Advances.
ZVEJNIEKI FEMORAL COMPARISONS BETWEEN BURIALS
Femora Pendant All.csv: This file includes femoral cross-sectional properties for female and male burials from Zvejnieki listed according to pendant presence.
Femora Pendant Male.csv: This file includes femoral cross-sectional properties for male burials from Zvejnieki listed according to pendant presence.
Femoral CI Pendants: This file includes the code that generates 95 % credibility intervals for female and male femoral cross-sectional properties in relation to pendant presence. It is meant to be run with the Femora Pendant All.csv file.
Male Pendant Femora Comparison: This file includes the code that generates the randomized comparisons of male femora with and without pendants. It is meant to be run with the Femora Pendant Male.csv file.
ZVEJNIEKI FEMORAL COMPARISONS WITH EUROPEAN DATABASE
Femora All.csv: This file contains the female and male cross-sectional properties for females and males from Zvejnieki and all European sites
Femora CI All: This code generates the 95 % credibility intervals of femora from Zvejnieki and all European sites. It is meant to be used with the CSV file entitled Femora All.
Femoral Comparisons All: This code generates the randomized comparisons of femoral cross-sectional properties for females and males from Zvejnieki and all comparative European sites. It is meant to be used with the CSV file entitled Femora All.
ZVEJNIEKI HUMERAL COMPARISONS
Humeri Asymmetry Pendant: This file includes the directional asymmetry values for humeral cross-sectional properties for females and males with and without pendants from Zvejnieki.
Humeri Pendants All: This file includes the cross-sectional properties for females and males with and without pendants from Zvejnieki.
Humeri Male Pendant Side: This file includes male left and right humeral cross-sectional properties for individuals with and without pendants from Zvejnieki.
Humeral Asymmetry: This code generates the 95 % credibility intervals for directional asymmetry of females and males with and without pendants. It is intended to be used with the file entitled Humeral Asymmetry Pendant.csv.
Humeral CI: This code generates the 95 % credibility intervals for female and male left and right humeral cross-sectional properties for burials with and without pendants at Zvejnieki. It is intended to be used with the file entitled Humeri Pendants All.csv.
Humeral Comparison: This code generates the randomized comparisons of cross-sectional properties for left and right male humeri for individuals with and without pendants from Zvejnieki.
Files and variables
File: Femora_All.csv
Description: This file contains the female and male cross-sectional properties for females and males from Zvejnieki and all European sites
Variables
- Group: Grouped according to time period (e.g., Neolithic) or site (e.g., Zvejnieki)
- Sex: female or male
- Ix : anteroposterior bending strength
- Iy : mediolateral bending strength
- J : polar second moment of area / overall bending strength
- IxIy: anteroposterior relative to mediolateral bending strength
File: Femora_Pendant_All.csv
Description: This file includes femoral cross-sectional properties for female and male burials from Zvejnieki listed according to pendant presence.
Variables
- Group: Pendant (present) or None (absent)
- Sex: female or male
- Ix: anteroposterior bending strength
- Iy: mediolateral bending strength
- J : polar second moment of area or overall bending strength
- IxIy: anteroposterior relative to mediolateral bending strength
File: Femora_Pendant_Male.csv
Description: This file includes femoral cross-sectional properties for male burials from Zvejnieki listed according to pendant presence.
Variables
- Group: Pendant (present), None (absent)
- Ix: anteroposterior bending strength
- Iy: mediolateral bending strength
- J : polar second moment of area or overall bending strength
- IxIy: anteroposterior relative to mediolateral bending strength
File: Humeri_Asymmetry_Pendant.csv
Description: This file includes the directional asymmetry values for humeral cross-sectional properties for females and males with and without pendants from Zvejnieki.
Variables
- Group: Pendant (present), None (absent)
- Sex: female or male
- TA: total subperiosteal area
- CA: cortical area
- Ix: anteroposterior bending strength
- Iy: mediolateral bending strength
- J: polar second moment of area or overall bending strength
File: Humeri_Male_Pendant_Side.csv
Description: This file includes male left and right humeral cross-sectional properties for individuals with and without pendants from Zvejnieki.
Variables
- Group: Pendant (present), None (absent)
- Side: right or left
- TA: total subperiosteal area
- CA: cortical area
- MA: medullary area
- Ix: anteroposterior bending strength
- Iy: mediolateral bending strength
- J: polar second moment of area or overall bending strength
- IxIy: anteroposterior relative to mediolateral bending strength
File: Humeri_Pendants_All.csv
Description: This file includes the cross-sectional properties for females and males with and without pendants from Zvejnieki.
Variables
- Group: Pendant (present), None (absent)
- Side: left, right
- Sex: female, male
- TA: total subperiosteal area
- CA: cortical area
- MA: medullary area
- Ix: anteroposterior bending strength
- Iy: mediolateral bending strength
- J: polar second moment of area or overall bending strength
- IxIy: anteroposterior relative to mediolateral bending strength
File: Femoral_CI_All.txt
Description: This code generates the 95 % credibility intervals of femora from Zvejnieki and all European sites. It is meant to be used with the CSV file entitled Femora All.
Variables
- Ix, Iy, J, Ix/Iy
File: Femoral_CI_Pendants.txt
Description: This file includes the code that generates 95 % credibility intervals for female and male femoral cross-sectional properties in relation to pendant presence. It is meant to be run with the Femora Pendant All.csv file.
Variables
- Ix, Iy, J, Ix/Iy
File: Femoral_Comparisons_All.txt
Description: This code generates the randomized comparisons of femoral cross-sectional properties for females and males from Zvejnieki and all comparative European sites. It is meant to be used with the CSV file entitled Femora All.
Variables
- Ix, Iy, J, Ix/Iy
File: Humeral_CI.txt
Description: This code generates the 95 % credibility intervals for female and male left and right humeral cross-sectional properties for burials with and without pendants at Zvejnieki. It is intended to be used with the file entitled Humeri Pendants All.csv.
Variables
- TA, CA, MA, Ix, Iy, J, Ix/Iy
File: Humeral_Asymmetry.txt
Description: This code generates the 95 % credibility intervals for directional asymmetry of females and males with and without pendants. It is intended to be used with the file entitled Humeral Asymmetry Pendant.csv.
Variables
- TA, CA, Ix, Iy, J
File: Humeral_Comparison.txt
Description: This code generates the randomized comparisons of cross-sectional properties for left and right male humeri for individuals with and without pendants from Zvejnieki.
Variables
- TA, CA, MA, Ix, Iy, J, Ix/Iy
File: Male_Pendant_Femora_Comparison.txt
Description: This file includes the code that generates the randomized comparisons of male femora with and without pendants. It is meant to be run with the Femora Pendant Male.csv file.
Variables
- Ix, Iy, J, Ix/Iy
Code/software
All of this was produced for the R.5.2 coding environment.
Access information
Other publicly accessible locations of the data:
- Github
