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.
49
datasets available to search
ShareScore release 0.7.1
Dataset results
49 results for “human observation”
Fig. 2 in Strongyloidiasis in humans and dogs in Southern Italy: an observational study
Fig. 2 (MAP 2): Geographic distribution of positive dogs (n=6) and humans (n=9). Different colours as in map 1 are indicative of the different habits (red= kennels, blue= agricultural farms; violet= livestock farm). None of the kennels/farms positive for dogs were positive for humans and vice-versa
Fig. 1 in Strongyloidiasis in humans and dogs in Southern Italy: an observational study
Fig. 1 (MAP 1): Distribution of sampled farms and kennels differentiated by colours (red=kennels; violet=livestock farms; Blue=agricultural farms)
Dog neuroimaging data from: Action observation reveals a network with divergent temporal and parietal cortex engagement in dogs compared to humans
<p>Action observation is a fundamental pillar of social cognition. Neuroimaging research has revealed a human and non-human primate action observation network (AON) encompassing fronto-temporo-parietal areas with links to the species’ imitation tendencies and relative lobe expansion. Dogs (Canis familiaris) have good action perception and imitation skills and a less expanded parietal than temporal cortex, but their AON remains unexplored. We conducted a functional MRI study with 28 dogs and 40 humans and found functionally analogous involvement of somatosensory and temporal brain areas of both species’ AONs and responses to transitive and intransitive action observation in line with their imitative skills. Employing a functional localizer, we also identified functionally analogous agent-responsive areas within both species’ AONs. However, activation and task-based functional connectivity measures suggested significantly less parietal cortex involvement in dogs than in humans. These findings advance our understanding of the neural bases of action understanding and the convergent evolution of social cognition, with analogies and differences resulting from similar social environments and divergent brain expansion, respectively.</p> <p>This data set contains:</p> <ul> <li>raw functional neuroimaging data of <em>N</em> = 28 dogs</li> <li>structural scans of the same dogs including brain masks & skull-stripped versions</li> <li>eventfiles containing the condition names, onsets and durations for each dog and task run</li> </ul> <p>Data of the comparative human neuroimaging sample will be made available by the first author upon reasonable request.</p> <p>Please also visit our Open Science Framework project site for group-level imaging data of both species (https://osf.io/z479k/).</p>
Fig. 4 in Toward a better understanding of habituation process to human observer: A statistical approach in Macaca leonina (Primates: Cercopithecidea)
Fig. 4. Proportions of age-sex classes recorded during scan samples during partial, advanced, and full habituation stages. Chi-squared tests were performed for each habituation stage with the theoretical results based on troop demography (NM.= 14, NF. = 42, NSub-A. = 10, NJuv. = 77): adjusted residuals (dots) were significant when their absolute value exceeded 2.
Fig. 3 in Toward a better understanding of habituation process to human observer: A statistical approach in Macaca leonina (Primates: Cercopithecidea)
Fig. 3. Posterior probability distributions of movement, social, inactivity, and feeding behaviour observations for each habituation stage (i.e., partial, advanced, and full habituation) according to age-sex class (i.e., adult male, adult female, sub-adult, and juvenile), computed with the multinomial logit model.
Fig. 1 in Toward a better understanding of habituation process to human observer: A statistical approach in Macaca leonina (Primates: Cercopithecidea)
Fig. 1. Progress of macaque detection based on the number of days with encounters and the number of days in the field, and evolution of the search effort per month over the five habituation stages: early (1), minimal (2), partial (3), advanced (4), and full (5).
Fig. 2 in Toward a better understanding of habituation process to human observer: A statistical approach in Macaca leonina (Primates: Cercopithecidea)
Fig. 2. Cumulative duration of encounters per day, while following the Sakaerat troop (N = 108 days of tracking), during the early (Stage 1), minimal (Stage 2), partial (Stage 3), and advanced (Stage 4) habituation stages. Full habituation (Stage 5), corresponding to full and consecutive days of tracking, is not presented in the figure.
Fig. 5 in Toward a better understanding of habituation process to human observer: A statistical approach in Macaca leonina (Primates: Cercopithecidea)
Fig. 5. Adult males (left and right pictures) and a juvenile male (central picture) from the Sakaerat troop performing puckering behaviour.
Data from: Supplementing human observation with artificial intelligence impacts demographic estimates for a Critically Endangered lizard.
Open the record for dataset details and reuse information.
Catch me if you can. Can human observers identify insiders in asset markets?
<p>Supplementary material</p> <p>This documentation provides information on the files and folders contained in the supplementary material. Note that all .do and .R files in the supplementary material are meant to be run directly from the folder containing them.</p> <p>1.contracts\</p> <p>1.1.contracts\RegulationContractsModPas.do</p> <p>Contains calculations for the results reported in section 3.2 and for Table 5 of the paper.</p> <p>2.globals\</p> <p>Contains data potentially used in analysis.</p> <p>3.infodata\</p> <p>Contains data potentially used in analysis.</p> <p>4.predictions\</p> <p>4.1.Predictions\Regulation_predictions.do</p> <p>Contains calculations for Tables 2-4 of the paper.</p> <p>4.2.Predictions\Regulation_predictions_DetectionProb.do</p> <p>Contains calculations for the results reported in section 3.1 of the paper.</p> <p>5.subjects\</p> <p>Contains data potentially used in analysis.</p> <p>6.timelog\</p> <p>6.1.timelog\Regulation_timelog.do</p> <p>Contains calculations for Figure 4 and Figure A1 of the paper.</p> <p>7.z-Tree\</p> <p>This folder contains the experimental software.</p> <p>7.1.z-Tree\*.zdata</p> <p>Parameter files for group assignment, market assignment, subject identifiers etc. used in the experimental software.</p> <p>7.2.z-Tree\z-Tree_Documentation.pdf</p> <p>Documentation of all variables used in the z-Tree experimental software.</p> <p>8.DetectionProbability.xlsx</p> <p>Contains data for Table 2 in the paper. Based on 4.1 Predictions\Regulation_predictions.do, section stata02.</p> <p>9.groups.zdata</p> <p>Overview of group IDs. Used In some analyses.</p> <p>10.Insider_regulation_data.do</p> <p>Stata .do file which processes the raw z-Tree output data (see section 12 of this document) in preparation for all analyses.</p> <p>11.PowerAnalysis.R</p> <p>Contains all post-hoc power analyses reported in sections 3.1 and 3.2 of the paper.</p> <p>12.PUN*_C*.xls</p> <p>Original z-Tree output files containing all experimental results. These are processed into Stata format in Insider_regulation_data.do.</p> <p>13.ResultsWithReferences.pdf</p> <p>The file “ResultsWithReferences.pdf” contains the results section of the paper, including (in blue) references to the analysis scripts described in the present document.</p>
Risk Factors for Human Corneal Graft Failure : a Monocentric Retrospective Observational Cohort
ClinicalTrials.gov study NCT04791696. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
An Observational, Epidemiological Study on the Prevalence of Human Papillomavirus Types in Women in Egypt
ClinicalTrials.gov study NCT01158209. IPD Sharing: Not stated. Countries: 1. Publications: 1.
An Observational Study on the Prevalence of Human Papillomavirus Types in Women in the Kingdom of Bahrain
ClinicalTrials.gov study NCT01205412. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Observational Study Evaluating the Safety of NovoMix® in Type 2 Diabetes Patients Previously Treated With a Human Premix Insulin
ClinicalTrials.gov study NCT00775736. IPD Sharing: Not stated. Countries: 2. Publications: 1.
An Observational Study (Registry) Assessing Treatment Outcomes and Safety for Children and Adults Who Are Prescribed Norditropin® (Human Growth Hormone)
ClinicalTrials.gov study NCT01009905. IPD Sharing: Not stated. Countries: 1. Publications: 14.
Data from: Experimental test of birdcall detection by autonomous recorder units and by human observers using broadcast
Open the record for dataset details and reuse information.
Data from: Audiovisual synchrony perception in observing human motion to music
To examine how individuals perceive synchrony between music and body motion, we investigated the characteristics of synchrony perception during observation of a Japanese Radio Calisthenics routine. We used the constant stimuli method to present video clips of an individual performing an exercise routine. We generated stimuli with a range of temporal shifts between the visual and auditory streams, and asked participants to make synchrony judgments. We then examined which movement-feature points agreed with music beats when the participants perceived synchrony. We found that extremities (e.g., hands and feet) reached the movement endpoint or moved through the lowest position at music beats associated with synchrony. Movement onsets never agreed with music beats. To investigate whether visual information about the feature points was necessary for synchrony perception, we conducted a second experiment where only limited portions of video clips were presented to the participants. Participants consistently judged synchrony even when the video image did not contain the critical feature points, suggesting that a prediction mechanism contributes to synchrony perception. To discuss the meaning of these feature points with respect to synchrony perception, we examined the temporal relationship between the motion of body parts and the ground reaction force (GRF) of exercise performers, which reflected the total force acting on the performer. Interestingly, vertical GRF showed local peaks consistently synchronized with music beats for most exercises, with timing that was closely correlated with the timing of movement feature points. This result suggests that synchrony perception in humans is based on some global variable anticipated from visual information, instead of the feature points found in the motion of individual body parts. In summary, the present results indicate that synchrony perception during observation of human motion to music depends largely on spatiotemporal prediction of the performer's motion.
In the eye of the beholder: Is color classification consistent amongst human observers?
<p>Colorful displays have evolved in multiple plant and animal species as signals to mutualists, antagonists, competitors, mates, and other potential receivers. Studies of color have long relied on subjective classifications of color by human observers. However, humans have a limited ability to perceive color compared to other animals, and human biological, cultural, and environmental variables can influence color perception. Here, we test the consistency of human color classification using fruit color as a model system. We used reflectance data of 67 tropical fruits and surveyed 786 participants to assess the degree to which (i) participants of different cultural and linguistic backgrounds agree on color classification of fruits; and (ii) human classification to a discrete set of commonly used colors (e.g. red, blue, green) corresponds to natural clusters based on light reflectance measures processed through visual systems of other animals. We find that individual humans tend to agree on the colors they attribute to fruits across language groups. However, these colors do not correspond to clearly discernible clusters in di- or tetrachromatic visual systems. These results indicate that subjective color categorizations tend to be consistent amongst observers and can be used for large synthetic studies, but also that they do not reflect natural categories that are relevant to animal observers.</p>
Supplementary File 3; Figures S3.1 to S3.3: Additional photographs, complementing those presented in figure 2, to illustrate different ways in which signs of livestock, humans or wild mammal activity, as well as land cover attributes, were observed and classified
Open the record for dataset details and reuse information.
Observational Post-Authorisation Study on the Use of Bemfola® in Human Assisted Reproductive Techniques in Spain.
ClinicalTrials.gov study NCT02941341. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
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.