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66 results for “social signal”

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dryad40/100

Collective synchrony of mating signals modulated by ecological cues and social signals in bioluminescent sea fireflies

<p><span>Individuals often employ simple rules that can emergently synchronise behaviour. Some collective behaviours are intuitively beneficial, but others like mate signalling in leks occur across taxa despite theoretical individual costs. Whether disparate instances of synchronous signalling are similarly organised is unknown, largely due to challenges observing many individuals simultaneously. Recording field collectives and <em>ex situ</em> playback experiments, we describe principles of synchronous bioluminescent signals produced by marine ostracods (Crustacea; Luxorina) that seem behaviorally convergent with terrestrial fireflies, and with whom they last shared a common ancestor over 500 mya. Like synchronous fireflies, groups of signalling males use visual cues (intensity and duration of light) to decide when to signal. Individual ostracods also modulate their signal based on the distance to nearest neighbours. During peak darkness, luminescent "waves" of synchronous displays emerge and ripple across the sea floor every ~60 seconds, but such periodicity decays within and between nights after the full moon. Our data reveal these bioluminescent aggregations are sensitive to both ecological and social light sources. Because the function of collective signals is difficult to dissect, evolutionary convergence, like in the synchronous visual displays of diverse arthropods, provides natural replicates to understand the generalities that produce emergent group behaviour.</span></p>

opencc-zeroNov 2023View details →
dryad40/100

Data from: The evolution of sex similarities in social signals: Climatic seasonality is associated with lower sexual dimorphism and greater elaboration of female and male signals in antbirds (Thamnophilidae)

<p>Selection on signals that mediate social competition varies with resource availability. Climate regulates resource availability, which may affect the strength of competition and selection on signals. Traditionally, this meant that more seasonal, colder, or dryer – overall harsher – environments should favor the elaboration of male signals under stronger male-male competition, increasing sexual dimorphism. However, females also use signals to compete; thus, harsher environments could strengthen competition and favor elaboration of signals in both sexes, decreasing sexual dimorphism. Alternatively, harsher environments could decrease sexual dimorphism due to scarcer resources to invest in signal elaboration in both sexes. We evaluated these contrasting hypotheses in antbirds, a family of Neotropical passerines that varies in female and male signals and occurs across diverse climatic regimes. We tested the association of sexual dimorphism of plumage coloration and songs with temperature, precipitation and their seasonality. We found that greater seasonality is associated with lower sexual dimorphism in plumage coloration and greater elaboration of visual signals in both sexes, but not acoustic signals. Our results suggest that greater seasonality may be associated with convergent elaboration of female and male visual signals, highlighting the role of signals of both sexes in the evolution of sexual dimorphism.</p>

opencc-zeroSep 2022View details →
zenodo40/100

Figure 11. Cognitive architecture of the process of social signals perception-Gestalt Processing in Human-Robot Interaction: A Novel Account for Autism Research

<p>A possible cognitive architecture and formalization of the process of learning via<br> multisensory integration is presented in figure 11. The formal description of the proposed cognitive<br> architecture, capable of interpreting social-communication signals, signs and symbols, is based on<br> multisensory integration at the level of perception, parallel processing at the level of interpretation<br> and decision making followed by verbalization, as well as performing an action (eye contact,<br> gesture, mimicking) at the level of behaviour.</p>

opencc-by-4.0Aug 2015View details →
zenodo40/100

Social signal learning of referential communication in a social insect

<p>This is the dataset for a paper showing that honey bees can use social learning to improve their waggle dancing.</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Social plasticity enhances signal-preference co-divergence

<p>Data associated to the manuscript titled:</p> <p>Social plasticity enhances signal-preference co-divergence</p> <p>by</p> <p>Camille Desjonqu&egrave;res, Bretta Speck, Sara Seidita, Lauren A. Cirino, Ignacio Escalante, Clinton Sergi, Jak Maliszewski, Gerlinde Hoebel, Nathan W. Bailey, Rafael L. Rodr&iacute;guez</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

Moral Judgments in Narratives on Reddit: Investigating Moral Sparks via Social Commonsense and Linguistic Signals

<ol> <li>The file &#39;post_instances.jsonl&#39; contains instances extracted from specific posts. In this file, instances that contain moral sparks are labeled as &#39;1,&#39; while others are labeled differently or as &#39;0.&#39;</li> <li>Each instance is scraped by using PushShift API by searching for an unique id.&nbsp;And each instance contains its comment ids that use &quot;&gt;&quot; to quote excerpts in a post. We removed author names and make it left with ids and contexts. The &quot;label&quot; field is computed by using regular expressions to match predefined r/AmItheAsshole verdict codes.</li> <li>The sup_documents.pdf includes full lists of c-event clusters and parameters of linguistic features used in our paper.</li> <li>The regular expressions used to extract the verdicts are as follows:AUTHOR = (0, &#39;YTA&#39;, [<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:YWBTA?)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:YTAH?)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?e)(?i:&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you(?:&#39;re| r| are| were| would be| will be) &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:an? |the )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:huge |big |giant )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:asshole|a-?hole)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;){e&lt;=1}&quot;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?e)(?i:&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?: r| are| were)? (?:an? |the )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:huge |big |giant )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:asshole|a-?hole)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;){e&lt;=1}&quot;<br> &nbsp; &nbsp; ])<br> &nbsp; &nbsp; OTHER = (1, &#39;NTA&#39;, [<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:YWNBTA?)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:Y?NTAH?)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you(?:&#39;re| r| are| were| would| will) &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?!both)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:not| not be) &#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:an? |the )?&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:asshole|a-?hole)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(he|she)(?:&#39;s|s| s| is| was)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:an? |the )?&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:asshole|a-?hole)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;they(?:&#39;re|r| r| are| were)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:the )?&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:asshole|a-?hole)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;){e&lt;=1}&#39;<br> &nbsp; &nbsp; ])<br> &nbsp; &nbsp; EVERYBODY = (2, &#39;ESH&#39;, [<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:ESH)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:every(?:one|body) sucks here){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:you both suck){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you(?:&#39;re| r| are| were) &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;both (?:the )? (?:assholes?|a-?holes?)){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you both&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:&#39;re| r| are| were)? &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:the )?&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:assholes?|a-?holes?)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;there(?: r| are| were)(?: any| all) &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:assholes?|a-?holes?)){e&lt;=1}&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;<br> &nbsp; &nbsp; ])<br> &nbsp; &nbsp; NOBODY = (3, &#39;NAH&#39;, [<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:NAH?H)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:no (?:assholes|a-?holes|asshole) here)&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:no one is the (?:asshole|a-?hole)){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you both&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:&#39;re| r| are| were)? &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;not (?:an? |the )?&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:assholes?|a-?holes?)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you(?:&#39;re| r| are| were) &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;both not (?:an? |the )? (?:assholes?|a-?holes?)){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;you &quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;both(?: weren&#39;t| aren&#39;t)? (?:an? |the )? (?:assholes?|a-?holes?)){e&lt;=1}&quot;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:&#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;there(?: r| are| were)&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39; no &#39;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?:(?:kind|sort) of |really |indeed |just |definitely |exactly |absolutely |certainly |obviously )?&quot;<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?:assholes?|a-?holes?)){e&lt;=1}&#39;<br> &nbsp; &nbsp; ])<br> &nbsp; &nbsp; INFO = (4, &#39;INFO&#39;, [<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;\m(?i:INFO)\M&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:not enough info){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&#39;(?e)(?i:needs? more info){e&lt;=1}&#39;,<br> &nbsp; &nbsp; &nbsp; &nbsp; r&quot;(?e)(?i:more info(?:&#39;s| is)? required){e&lt;=1}&quot;<br> &nbsp; &nbsp; ])</li> </ol> <p>&nbsp;</p>

opencc-by-4.0Sep 2023View details →
dryad40/100

Collective synchrony of mating signals modulated by ecological cues and social signals in bioluminescent sea fireflies

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publicNov 2023View details →
dryad40/100

Effects of the maternal social environment on the mating signals and mate preferences of adult offspring in Enchenopa treehoppers

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publicJul 2024View details →
dryad40/100

Data from: The evolution of sex similarities in social signals: Climatic seasonality is associated with lower sexual dimorphism and greater elaboration of female and male signals in antbirds (Thamnophilidae)

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publicSep 2022View details →
dryad36/100

Data from: The evolutionary origins of natural pedagogy: Rhesus monkeys show sustained attention following nonsocial cues versus social communicative signals

<p>The natural pedagogy hypothesis proposes that human infants preferentially attend to communicative signals from others, facilitating rapid cultural learning. In this view, sensitivity to such signals are a uniquely human adaptation and as such nonhuman animals should not produce or utilize these communicative signals. We test these evolutionary predictions by examining sensitivity to communicative cues in 206 rhesus monkeys (<i>Macaca mulatta</i>) using an expectancy looking time task modeled on prior work with infants. Monkeys observed a human actor who either made eye contact and vocalized to the monkey (<i>social cue</i>), or waved a fruit in front of her face and produced a tapping sound (<i>nonsocial cue</i>). The actor then either looked at an object (<i>referential look</i>) or looked towards empty space (<i>look away</i>). We found that, unlike human infants in analogous situations, rhesus monkeys looked longer at events following nonsocial cues, regardless of the demonstrator's subsequent looking behavior. Moreover, younger and older monkeys showed similar patterns of responses across development. These results provide support for the natural pedagogy hypothesis, while also highlighting evolutionary changes in human sensitivity to communicative signals.</p>

opencc-zeroMay 2020View details →
zenodo36/100

Dataset: The role of social costs as a mechanism enforcing the honesty of ultraviolet-reflecting signals in a lizard

<p>Here are the data associated with the study entitled&nbsp;&quot;The role of social costs as a mechanism enforcing the honesty of ultraviolet-reflecting signals in a lizard<strong>&quot;</strong>&nbsp;authored by Anna Kawamoto, Jean-Fran&ccedil;ois Le Galliard, and Arnaud Badiane and published in <em>Biological Journal of the Linnean Society</em>.</p> <p>Four different data sets are provided and the Notes.xlsx file explains the content of these data sets.</p> <p>We also added three short videos showing typical lizards&#39; behaviours scored in this study.</p> <p>&nbsp;</p>

opencc-by-4.0Jan 2021View details →
dryad36/100

Data from: Agonistic character displacement in social cognition of advertisement signals

Interspecific aggression between sibling species may enhance discrimination of competitors when recognition errors are costly, but proximate mechanisms mediating increased discriminative ability are unclear. We studied behavioral and neural mechanisms underlying responses to conspecific and heterospecific vocalizations in Alston's singing mouse (Scotinomys teguina), a species in which males sing to repel rivals. We performed playback experiments using males in allopatry and sympatry with a dominant heterospecific (Scotinomys xerampelinus) and examined song-evoked induction of egr-1 in the auditory system to examine how neural tuning modulates species-specific responses. Heterospecific songs elicited stronger neural responses in sympatry than in allopatry, despite eliciting less singing in sympatry. Our results refute the traditional neuroethological concept of a matched filter and instead suggest expansion of sensory sensitivity to mediate competitor recognition in sympatry.

opencc-zeroDec 2015View details →
dryad36/100

The signal detection problem of aposematic prey revisited: integrating prior social and personal experience

<p>Data collected during three separate experiments using the "novel world" (Alatalo &amp; Mappes, Nature 1996) approach to test how social information changes predator discrimination of novel aposematic prey from a cryptic palatable alternative. Experiments were conducted with great tits (<em>Parus major</em>), captured from the wild and released afterwards, at the University of Jyväskylä Research Station, Konnevesi, Finland (62.6° N, 26.3° E) during three winters (2013-2014, 2016-2017, 2017-2018). Social information was provided by video playback of a demonstrator (adult male) showing an aversive behavioural response to a novel prey signal before observers (juveniles, adults, males, females) searched for prey signals against a background in either an aviary or in a "miniature novel world" in an experimental holding box.</p>

opencc-zeroJan 2020View details →
dryad36/100

Embryo survival in the oviduct not significantly influenced by major histocompatibility complex social signaling in the horse

<p>The major histocompatibility complex (MHC) influences sexual selection in various vertebrates. Recently, MHC-linked social signaling was also shown to influence female fertility in horses (<i>Equus caballus</i>) diagnosed 17 days after fertilization. However, it remained unclear at which stage the pregnancy was terminated. Here we test if MHC-linked cryptic female choice in horses happens during the first days of pregnancy, i.e., until shortly after embryonic entrance into the uterus and before fixation in the endometrium. We exposed estrous mares to one of several unrelated stallions, instrumentally inseminated them with semen of another stallion, and flushed the uterus 8 days later to test for the presence of embryos. In total 68 embryos could be collected from 97 experimental trials. This success rate of 70.1% was significantly different from the mean pregnancy rate of 45.7% observed 17 days after fertilization using the same experimental protocol but without embryo flushing. Embryo recovery rate was not significantly dependent on whether the mares had been socially exposed to an MHC-dissimilar or an MHC-similar stallion. These observations suggest that MHC-linked maternal strategies affect embryo survival mainly (or only) during the time of fixation in the uterus.</p>

opencc-zeroOct 2019View details →
dryad36/100

Data to: Carotenoids-based reddish pelvic spines in non-reproducing female and male sticklebacks (Gasterosteus aculeatus) – signalling social dominance?

<p>Conspicuous ornaments are often considered a result of evolution by sexual selection. According to the social selection hypothesis, such conspicuous traits may also evolve as badges of status associated with increased boldness or aggression towards conspecifics in conflicts about ecological resources. This study tested predictions from the social selection hypothesis to explain evolution of conspicuous red colour of the pelvic spines of the three-spine stickleback (Gasterosteus aculeatus). Wild non-reproducing sticklebacks were presented to pairs of dummies which differed at their pelvic spines, having either (i) normal sized grey or red pelvic spines, or (ii) normal sized grey or large red pelvic spines. The experimental tank was illuminated by white or green light, since green light impedes the sticklebacks' ability to detect red colour. The dummies moved slowly around in circles at each end of the experimental tank. We quantified the parameters (i) which of the two dummies was visited first, (ii) time taken before the first visit to a dummy, (iii) distribution of the focal sticklebacks in the two zones close to each of the two dummies and in the neutral zone of the tank, (iv) close to which of the two dummies did the focal fish eat its first food-piece, and (v) time spent until the first piece of food was eaten. This was carried out for 22 females and 29 males sticklebacks. The results suggested no effect of the colour or size of the dummies' pelvic spines, on none of the five behavioural parameters. Moreover, neither the colour of the pelvic spines of the focal sticklebacks themselves (as opposed to redness of the dummies' spines) or their body length was associated with behaviour towards the dummies. Thus, this study did not support predictions from the social selection hypothesis to explain evolution of red pelvic spines in sticklebacks.</p>

opencc-zeroAug 2022View details →
zenodo36/100

Chronic social defeat stress induces meningeal neutrophilia via type I interferon signaling: single cell RNA sequencing data

<p>Meningeal single cell RNA sequencing data</p> <p>Meningeal samples were collected from both dorsal and ventral skull, avoiding inclusion of choroid plexus. Samples were digested in 2.5 mg/mL Collagenase D (Cat. #11088858001; Roche) and 12.5 &mu;L of 0.5 mg/mL DNAseI (Cat. #L5002139; Worthington), put on a shaker at 370C for 30 m, diluted with cold HBSS + 0.1% BSA, and mashed through a 70 &mu;m cell strainer prior to sorting.</p> <p>Data represent live, nucleated, singlet cells (DAPI-DRAQ5+) sorted on a BD FACS Aria Fusion into HBSS + 10% FBS prior to droplet encapsulation using 10x Genomics&rsquo; Drop-seq platform (Chromium v2).</p> <p>10X chip lane is indicate by 'group' column</p> <p>Group 1 = 4 pooled homecage control (unstressed) mice</p> <p>Group 2 = 4 pooled homecage control (unstressed) mice</p> <p>Group 3 = 4 pooled mice exposed to chronic social defeat for 14 days; tissue was collected 2 hours following final defeat</p> <p>See the following repositories for data processing:</p> <p><a href="https://github.com/maryellenlynall/2019_bcell_stress/blob/master/bcellstress20.Rmd">https://github.com/maryellenlynall/2019_bcell_stress/</a> (processing from raw files starts at bcellstress020.Rmd)</p> <p><a href="https://github.com/staceykigar/meningeal_neut/">https://github.com/staceykigar/meningeal_neut/</a></p> <p>We also provide a processed dataset (processed.RData) with assays 'counts' and 'logcounts' which is the processed single cell object saved at line "# Save object for upload to Zenodo" in script&nbsp;<a href="https://github.com/staceykigar/meningeal_neut/">https://github.com/staceykigar/meningeal_neut/</a>neutrophilstress01.Rmd&nbsp;</p> <p>Cluster annotations are in sce$Annotation</p> <p>Neutrophil subcluster annotations are in sce$Subcluster</p> <p>Sample condition is in sce$cond, where "HC" indicates homecage control and "SD" indicates chronic social defeat</p> <p>10X chip lane is in sce$group</p>

opencc-by-4.0Aug 2024View details →
dryad36/100

Data to: Carotenoids-based reddish pelvic spines in non-reproducing female and male sticklebacks (Gasterosteus aculeatus) – signalling social dominance?

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publicAug 2022View details →
dryad36/100

A plumage patch signaling occupancy is shaped by social environment

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publicDec 2025View details →
dryad36/100

The signal detection problem of aposematic prey revisited: integrating prior social and personal experience

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publicJan 2020View details →
dryad36/100

Data from: Social transmission in the wild reduces predation pressure on novel prey signals

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publicApr 2021View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record