Abstract
Beyond proximity-based social networks and home range overlap, animal telemetry data can also be used to measure intragroup social dynamics including individual position within groups, individual and group level movement directions, leadership patterns and lagged follower behaviours. We used a scoping review of literature across domains, including behavioural ecology, collective movement, and GISciences, to identify widely used metrics for measuring intragroup social dynamics that are not openly available in the R programming language. We present a case study illustrating 18 new functions for the R package {spatsoc} measuring intragroup social dynamics with animal telemetry data. The open availability of these new and flexible functions in {spatsoc} will allow researchers to easily measure intragroup social dynamics to more comprehensively measure the multifaceted animal social behaviours in their study systems.
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Beyond proximity-based social networks and home range overlap, animal telemetry data can also be used to measure intragroup social dynamics including individual position within groups, individual and group level movement directions, leadership patterns and lagged follower behaviours.
We used a scoping review of literature across domains, including behavioural ecology, collective movement, and GISciences, to identify widely used metrics for measuring intragroup social dynamics that are not openly available in the R programming language.
We present a case study illustrating 18 new functions for the R package {spatsoc} measuring intragroup social dynamics with animal telemetry data.
The open availability of these new and flexible functions in {spatsoc} will allow researchers to easily measure intragroup social dynamics to more comprehensively measure the multifaceted animal social behaviours in their study systems.
This is a Preprint and has not been peer reviewed. This is version 2 of this Preprint.
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Beyond proximity-based social networks and home range overlap, animal telemetry data can also be used to measure intragroup social dynamics including individual position within groups, individual and group level movement directions, leadership patterns and lagged follower behaviours.
We used a scoping review of literature across domains, including behavioural ecology, collective movement, and GISciences, to identify widely used metrics for measuring intragroup social dynamics that are not openly available in the R programming language.
We present a case study illustrating 18 new functions for the R package {spatsoc} measuring intragroup social dynamics with animal telemetry data.
The open availability of these new and flexible functions in {spatsoc} will allow researchers to easily measure intragroup social dynamics to more comprehensively measure the multifaceted animal social behaviours in their study systems.
https://doi.org/10.32942/X2167N
Animal Studies, Behavior and Ethology, Ecology and Evolutionary Biology, Software Engineering
R, animal social dynamics, spatiotemporal groups, social network analysis, collective movement, leader-follower, fission fusion, dominance hierarchies, animal social dynamics, behaviour, spatiotemporal groups, social network analysis, collective movement, leader-follower, fission-fusion, dominance hierarchies
Published: 2026-05-01 14:28
Last Updated: 2026-05-01 14:28
CC-By Attribution-ShareAlike 4.0 International
Data and Code Availability Statement:
https://doi.org/10.5281/zenodo.19712779
Language:
English
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