Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
98
datasets available to search
ShareScore release 0.9.0
Dataset results
98 results for “social dynamics”
Population dynamics and social organization of sambar (Rusa unicolor unicolor) in Horton Plains National Park, Sri Lanka
<p>We estimated the population density and investigated the social organization of sambar (<em>Rusa unicolor unicolor</em>) in Horton Plains National Park (HPNP), Sri Lanka. Distance sampling was conducted along six strip transects every month for a period over three years (2018–2020) to estimate the density of the sambar population in grasslands of HPNP (9.4 km<sup>2</sup>), while the antler stage of males and the behaviour of individuals were recorded to describe the population's reproductive stage and hence the social organization. Population density estimates showed relative stability over the three years and varied over the seasons but with consistent peaks from year to year with the highest population densities recorded in November-December (212.93 ± 25.38 animals/km<sup>2</sup> in 2018, 187.91 ± 28.51 in 2019, and 179.76 ± 31.85 in 2020). The highest percentage of males in hard antlers was observed from November through January, while the percentage of antlers cast sambar peaked from March to April each year. Hinds were observed with newborn calves throughout the year, but the highest number of newborn calves were recorded from July to August each year, while the number of calves counted each year varied from 210–267 individuals. The mean group size was variable throughout each year with the largest groups recorded from September to December (up to 52), the period accompanied by the most observations of mating and sparring behaviour. Although on a tropical island, HPNP is situated on a rolling plateau landscape in the highlands, where sambar showed a degree of reproductive seasonality somewhat similar to temperate cervid species.</p>
Dynamic social interactions and keystone species shape the diversity and stability of mixed-species biofilms – an example from dairy isolates - Dataset
<p>We previously reported a bacterial four-species biofilm model comprising <i>Stenotrophomonas rhizophila </i>(SR), <i>Bacillus licheniformis </i>(BL), <i>Microbacterium lacticum </i>(ML), and <i>Calidifontibacter indicus</i> (CI) that were isolated from the surface of a dairy pasteuriser after cleaning and disinfection. These bacteria produced 3.13-fold more biofilm mass compared to the sum of biofilm masses in monoculture (<a href="https://doi.org/10.3389/fmicb.2023.1159434">https://doi.org/10.3389/fmicb.2023.1159434</a>). In a subsequent experiment we confirmed that the observed community synergy resulted from dynamic social interactions among various species pairs, encompassing commensalism, exploitation, and amensalism. <i>M. lacticum</i> appeared to be the keystone species as it increased the growth of all other species that led to the synergy in biofilm mass. Interactions among the other three species (in the absence of <i>M. lacticum</i>) also contributed towards the synergy in biofilm mass. Bacterial cell-free-supernatants were also investigated to assess the nature of the observed synergy. The first four sheets of the Excel file contain raw cell count data for the four species (SR, BL, ML, and CI), recorded every 4 h over a 24 h period on the surface of stainless steel (SS) in the presence of brain-heart-infusion (BHI) medium and skim-milk (SM). Data related to individual bacterial cell counts in various mixed-species biofilms are also presented. These biofilms were developed on SS in BHI for h. Data related to bacterial biofilm masses in different mixed-species biofilm combinations are also presented, showcasing the effect of replacing one strain with its CFS. Species written in red indicate that their CFS was used, not their viable form. </p>
Daily ranging and den usage patterns structure fission-fusion dynamics and social associations in spotted hyenas
Open the record for dataset details and reuse information.
Supplementary files: Social learning of innovations in dynamic predator-prey systems
Open the record for dataset details and reuse information.
Data from: Understanding the social dynamics of breeding phenology: indirect genetic effects and assortative mating in a long distance migrant
Open the record for dataset details and reuse information.
Population dynamics and social organization of sambar (Rusa unicolor unicolor) in Horton Plains National Park, Sri Lanka
Open the record for dataset details and reuse information.
Data from: Complex dynamics of social learning in groups of wild Arabian Babblers
Open the record for dataset details and reuse information.
Data from: Linking social and spatial networks to viral community phylogenetics reveals subtype-specific transmission dynamics in African lions
Open the record for dataset details and reuse information.
Data from: Juvenile social dynamics reflect adult reproductive strategies in bottlenose dolphins
Open the record for dataset details and reuse information.
Short-term social dynamics following anthropogenic and natural disturbances in a free-living mammal
Open the record for dataset details and reuse information.
Dynamic shifts in social network structure and composition within a breeding hybrid population
Open the record for dataset details and reuse information.
Code for: A metapopulation model of social group dynamics and disease applied to Yellowstone wolves
Open the record for dataset details and reuse information.
Social groups constrain the spatiotemporal dynamics of wild sifaka gut microbiomes
Open the record for dataset details and reuse information.
Timing and social dynamics of divorce in wild great tits: A phenomenological approach
Open the record for dataset details and reuse information.
Optimal foraging can drive emergent initiator-follower dynamics in social groups
Open the record for dataset details and reuse information.
Data from: Co-prescription network reveals social dynamics of opioid doctor shopping
This paper examines network prominence in a co-prescription network as an indicator of opioid doctor shopping (i.e., fraudulent solicitation of opioids from multiple prescribers). Using longitudinal data from a large commercially insured population, we construct a network where a tie between patients is weighted by the number of shared opioid prescribers. Given prior research suggesting that doctor shopping may be a social process, we hypothesize that active doctor shoppers will occupy central structural positions in this network. We show that network prominence, operationalized using PageRank, is associated with more opioid prescriptions, higher predicted risk for dangerous morphine dosage, opioid overdose, and opioid use disorder, controlling for number of prescribers and other variables. Moreover, as a patient's prominence increases over time, so does their risk for these outcomes, compared to their own average level of risk. Results highlight the importance of co-prescription networks in characterizing high-risk social dynamics.
Code and data associated with 'The web architecture, dynamics, and silk investment in the social spider, Stegodyphus sarasinorum'
<p>Location of the main files and folders relevant to the paper:</p> <p>All R based analyses were done with a combination of a Windows 8 laptop and a Linux Mint 19.2 Cinnamon.<br> The nparLD analyses require R version 2.15.3, and the other analyses were done with R version<br> 3.4.4. Multiple versions of R can be installed and run on the same system using the Rbuild and Renv packages. Please see the parts of the Rmd files describing the nparLD analyses to see how this was done.</p> <p>## Silk investment and topology related analyses are in the folder 'web-construction FINAL round- raw data/analysis-FINALround/analysis-results/feb_2016_Rmdfiles/</p> <p>R Markdown notebook files and associated HTML outputs used to replicate figures and results in paper:</p> <p>### Pore-size and coordination number analysis</p> <p>- beleyur_et_al_topology_analyses.Rmd</p> <p>### Silk investment and per-capita analyses</p> <p>- beleyur_et_al_silk_analyses.Rmd</p> <p>### Weight-loss analysis</p> <p>- weight_loss_analysis.Rmd</p> <p>### nparLD analysis scripts</p> <p>- poresize_CN_nparLD.R<br> - silk_nparLD.R</p> <p>## Coordination number and pore size calculations</p> <p>Code and data used to quantify the coordination number and pore size in 'AllResults.zip' - a combination of raw images, .mat data files and .m files that can be analysed using the MATLAB platform.</p> <p>All data and code in 'AllResults.zip'</p> <p> </p> <p>## Raw data location:</p> <p>'web-construction FINAL round- raw data/pics-till 11th March/pics by date and batch/'</p> <p>All raw JPG images are placed according to their batch (A-J), and group size. Please note that not all webs can be finally analysed as having the labelled group size because despite all efforts spiders somehow managed to move between colonies in some cases! Please refer to the actual colonies used in the manuscript, these webs have definitely been built by the specified number of spiders.</p> <p>## Hand-cropped images of only web with retreat</p> <p>'web-construction FINAL round- raw data/pics-till 11th March/cropped_photos_in_one_place/'</p> <p>These are TIF files made after manual cropping of the web pictures. Please see the note above explaining how to choose the webs with valid group sizes.</p> <p> </p> <p> </p> <p> </p> <p> </p> <p> </p>
Data from: Temporal dynamics of competitive fertilization in social groups of red junglefowl (Gallus gallus) shed new light on avian sperm competition
<p><span>Studies of birds have made a fundamental contribution to elucidating sperm competition processes, experimentally demonstrating the role of individual mechanisms in competitive fertilisation. However, the relative importance of these mechanisms and the way in which they interact under natural conditions remain largely unexplored. Here, we conduct a detailed behavioural study of freely-mating replicate groups of red junglefowl, <i>Gallus gallus</i>, to predict the probability that competing males fertilise individual eggs over the course of 10-day trials. Remating frequently with a female and mating last increased a male's probability of fertilisation, but only for eggs ovulated in the last days of a trial. Conversely, older males, and those mating with more polyandrous females, had consistently lower fertilisation success. Similarly, resistance to a male's mating attempts, particularly by younger females, reduced fertilisation probability. After considering these factors, male social status, partner relatedness and the estimated state of a male extragonadal sperm reserves did not predict sperm competition outcomes. These results shed new light on sperm competition dynamics in taxa such as birds, with prolonged female sperm storage and staggered fertilisations.</span></p>
Data from: Male social plasticity influences transient dynamics of alternative mating systems in water striders
Animal mating systems are often studied with the goal of understanding why species, populations, or groups vary from one another in the system they display. Although these differences are often treated as basically stable, it is also known that these systems may shift over time (e.g. from one breeding season to the next). There has been some study of how ecological factors correlate with these changes; however, few, if any, studies have investigated how the phenotypic composition of a group governs the timing and probability of system transitions. Groups of stream water striders (Aquarius remegis) can demonstrate quick and flexible transitions in mating system dynamics, with many groups eventually transitioning to a system in which a single, large male monopolizes mating opportunities. We asked if variation in individual- and group-level traits associated with morphology and behavior (e.g. size of the largest individual, variance in activity behavioral types, and average social plasticity) could partially explain the variability in how rapidly groups make this transition, if they make it all. Our results show that the average social plasticity of males in a group has important effects on the emergence timing of mating systems dominated by a single male.
Data from: Investigating the association between social interactions and personality states dynamics
The recent personality psychology literature has coined the name of personality states to refer to states having the same behavioural, affective and cognitive content (described by adjectives) as the corresponding trait, but for a shorter duration. The variability in personality states may be the reaction to specific characteristics of situations. The aim of our study is to investigate whether specific situational factors, that is, different configurations of face-to-face interactions, are predictors of variability of personality states in a work environment. The obtained results provide evidence that within-person variability in personality is associated with variation in face-to-face interactions. Interestingly, the effects differ by type and level of the personality states: adaptation effects for Agreeableness and Emotional Stability, whereby the personality states of an individual trigger similar states in other people interacting with them and complementarity effects for Openness to Experience, whereby the personality states of an individual trigger opposite states in other people interacting with them. Overall, these findings encourage further research to characterize face-to-face and social interactions in terms of their relevance to personality states.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.