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.
1,952
datasets available to search
ShareScore release 0.9.0
Dataset results
1,952 results for “actionality”
Action potential dependent sIPSCs from juvenile (P21-30) C57BL/6J male mice
<p>species : Mus musculus</p> <p>sex : male</p> <p>strain : C57BL/6J</p> <p>age : post-natal day 21-30</p> <p>Voltage-clamp recordings of GABAA spontaneous inhibitory post-synaptic currents (sIPSCs) were obtained from juvenile (P21-30) C57BL/6J male mice. The dataset contains 267 individual events recorded from 3 different neurons (expA1-A3). </p>
Action potential dependent sIPSCs from juvenile (P21-30) C57BL/6J male mice from CA1 pyramidal neurons receiving input from PV+ interneurons
<p>species : Mus musculus</p> <p>sex : male</p> <p>strain : C57BL/6J</p> <p>age : post-natal day 21-30</p> <p>Voltage-clamp recordings of GABAA spontaneous inhibitory post-synaptic currents (sIPSCs) were obtained from juvenile (P21-30) C57BL/6J male mice and recorded from hippocampal CA1 pyramidal neurons receiving input from parvalbumin positive (PV+) interneurons. The dataset contains 614 individual events recorded from 3 different neurons (expC1-C3).</p>
Action potential dependent sIPSCs from juvenile (P21-30) C57BL/6J male mice CA1 pyramidal neurons receiving input from PV+ and CCK+ interneurons
<p>species : Mus musculus</p> <p>sex : male</p> <p>strain : C57BL/6J</p> <p>age : post-natal day 21-30</p> <p>Voltage-clamp recordings of GABAA spontaneous inhibitory post-synaptic currents (sIPSCs) were obtained from juvenile (P21-30) C57BL/6J male mice and recorded from hippocampal CA1 pyramidal neurons receiving input from parvalbumin positive and cholecystokinin positive (CCK+) interneurons. The dataset contains 2130 individual events recorded from 3 different neurons (expD1-D3).</p>
Action potential dependent sIPSCs from 3-4 months old C57BL/6J X SJL female mice hippocampus CA1 pyramidal cell
<p>species : Mus musculus</p> <p>sex : female</p> <p>strain : C57BL/6J X SJL</p> <p>age : 3 - 4 months</p> <p>Voltage-clamp recordings of GABAA spontaneous inhibitory post-synaptic currents (sIPSCs) were obtained from 3-4 months old C57BL/6J X SJL female mice . The dataset contains 701 individual events recorded from 7 different neurons (expB1-B7).</p>
Action potential dependent sIPSCs from 3-4 months old Tg2576 female mice
<p>species : Mus musculus</p> <p>sex : female</p> <p>strain : Tg2576</p> <p>age : post-natal day 90 - 120</p> <p>Voltage-clamp recordings of GABAA spontaneous inhibitory post-synaptic currents (sIPSCs) were obtained from 3-4 months old Tg2576 (carrying the Amyloid Precursor Protein KM670/N671L Swedish mutation) female mice. The dataset contains 1000 individual events recorded from 10 different neurons (expE1-E10)<strong>.</strong></p>
Predicting the sensory consequences of one's own action: First evidence for multisensory facilitation
<p>Dataset relative to the following publication:</p> <p>van Kemenade, B.M., Arikan, B.E., Kircher, T., Straube, B. (2016). Predicting the sensory consequences of one’s own action: First evidence for multisensory facilitation. <em>Attention, Perception, Psychophysics</em> 78:2515–2526</p>
Scottish Communities Climate Action Network (SCCAN) 2016
<p>This data set provides location, name, and URL for groups that are part of the Scottish Communities Climate Action Network. It was produced as a part of a research project “Finding Common Ground” that was jointly funded by the AHRC/ESRC (Grant Ref: AH/P005063/1) and based jointly at the University of Edinburgh and the University of Birmingham. The data is available for academic use under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. For full details, see: http://creativecommons.org/licenses/by-nc-sa/4.0/legalcode. Full details of data collection methods and descriptions of fields included can be found in SCCAN_1.4-readme.txt. The CSV file contains the locations as WGS84 coordinates, whereas the zip file contains the data in Shapefile format.</p>
Predicting the multisensory consequences of one's own action: BOLD suppression in auditory and visual cortices
<p><strong><em>Data related to the following publication:</em></strong></p> <p>Straube, B., Kemenade, B. M. van, Arikan, B. E., Fiehler, K., Leube, D. T., Harris, L. R., & Kircher, T. (2017). Predicting the Multisensory Consequences of One’s Own Action: BOLD Suppression in Auditory and Visual Cortices. <em>PLOS ONE</em>, <em>12</em>(1), e0169131. http://doi.org/10.1371/JOURNAL.PONE.0169131</p> <p>Further information can be found in the data_description.docx file.</p>
The angular gyrus is a supramodal comparator area in action-outcome monitoring
<p>Dataset related to the following publication:</p> <p>van Kemenade, B.M., Arikan, B.E., Kircher, T., & Straube, B. (2017). The angular gyrus is a supramodal comparator area in action-outcome monitoring. <em>Brain Structure & Function</em></p>
mvaziri/PredictingActions_RawData: Second release of the Predicting Actions raw data
<p>Raw data for the manuscript titled "Predicting actions from subtle preparatory movements" in the journal "Cognition".</p>
The development of the grasp-height effect as a measure of efficient action planning in children.
<p>Data set of Jovanovic, B. & Schwarzer, G. (2017). The development of the grasp-height effect as a measure of efficient action planning in children. <em>Journal of Experimental Child Psychology, 153, </em>74-82.</p>
THE EFFECT OF GENDER ACTION LEARNING SYSTEM (GALS) PROJECT ON WOMEN EMPOWERMENT IN RURAL AREAS IN KAMONYI AND MUHANGA DISTRICTS, RWANDA
<p><strong>ABSTRACT:</strong> The study assessed the effect of GALS project on women empowerment in rural areas in Kamonyi and Muhanga Districts, Rwanda. Specific objectives were to evaluate the GALS project activities and services to the farmer's women in Kamonyi and Muhanga Districts; to analyze the relationship between GALS activities and farmer's women empowerment in Rural areas of Kamonyi and Muhanga Districts; and to examine the critical success indicators of farmer's women empowerment before and after joining Gender Action Learning System (GALS) program. Target population was 5,014 farmers (3219 women and 1795 men). This study used purposive and stratified sampling techniques. Data collection techniques and tools were questionnaires, and documentary review. Method of data analysis were descriptive statistical method and cumulative percentages of data. The findings displayed that GALS program activities represented by livelihood planning, adaptation of the GALS "mother" manual, capacity-building and gender training, Agriculture extension service provision which has contributed R=0.930a of the variation in success of empowering farmer's women as explained by r2 of 0.864 </p>
Annexes to the EFSA external scientific report on the standard regulatory action for retrospective cumulative risk assessment of pesticides in MCRA
<p>Annexes to the EFSA external scientific report on the standard regulatory action for retrospective cumulative risk assessment of pesticides in MCRA.</p> <p>Harmonized methodology for retrospective dietary cumulative risk assessment (CRA) of pesticides was established by the European Commission (EC) and the European Food Safety Authority (EFSA) in 2018, in close collaboration with the Dutch National Institute for Public Health and the Environment (RIVM). An update of this regulatory methodology (RM) was proposed and adopted by EFSA in 2022 in a CRA on craniofacial alterations. This updated RM was implemented in version 10 of the MCRA software and validated as part of the first action defined in the third framework partnership agreements between EFSA and RIVM. This report describes the implementation of this updated methodology in the MCRA software for risk assessment. This is done from a proposed framework of standard regulatory actions (SRAs). SRAs offer a user-friendly and simple to use option for regulators to perform retrospective and prospective CRAs in MCRA according to agreed-upon RMs. In particular, this report provides guidance on the use of an SRA for a retrospective dietary CRA for craniofacial alterations according to the updated RM in MCRA version 10.</p> <p>Detailed results of the comparison between reported by MCRA and EFSA’s SAS® software and MCRA formatted input files for the catalogues and secondary data are presented in the following annexes:</p> <ul> <li>Annex A – Comparison of the MOET at different percentiles reported by MCRA and EFSA’s SAS® software for retrospective dietary CRA of craniofacial alterations. </li> <li> <p>Annex B – Comparison of risk-driver contributions reported by MCRA and EFSA’s SAS® software for retrospective dietary CRA of craniofacial alterations. </p> </li> </ul> <ul> <li> <p>Annex C – MCRA formatted input data file containing the primary entity catalogues for the SRA on retrospective dietary CRA of craniofacial alterations. </p> </li> <li> <p>Annex D – MCRA formatted input data file containing the secondary data for the SRA on retrospective dietary CRA of craniofacial alterations. </p> </li> <li> <p>Annex E – MCRA formatted input data file containing the unit- variability factors for the Tier II calculations of the SRA on retrospective dietary CRA of craniofacial alterations. </p> </li> <li> <p>Annex F – MCRA formatted input data file containing the unit- variability factors for the Tier I calculations of the SRA on retrospective dietary CRA of craniofacial alterations. </p> </li> </ul> <p> </p>
Data from: Determinants of hyena participation in risky collective action
<p>Collective action problems arise when cooperating individuals suffer costs of cooperation, while the benefits of cooperation are received by both cooperators and defectors. We address this problem using data from spotted hyenas fighting with lions. Lions are much larger, and kill many hyenas, so these fights require cooperative mobbing by hyenas for them to succeed. We identify factors that predict: when hyena groups engage in cooperative fights with lions, which individuals choose to participate, and how the benefits of victory are distributed among cooperators and non-cooperators. We find that cooperative mobbing is better predicted by lower costs (no male lions, more hyenas) than higher benefits (need for food). Individual participation is facilitated by social factors, both over the long term (close kin, social bond strength) and the short term (greeting interactions prior to cooperation). Finally, we find some direct benefits of participation: after cooperation, participants were more likely to feed at contested carcasses than non-participants. Overall, these results are consistent with the hypothesis that, when animals face dangerous cooperative dilemmas, selection favors flexible strategies that are sensitive to dynamic factors emerging over multiple time-scales.</p>
Highlighting health consequences of racial disparities sparks support for action
<p>Racial disparities arise across many vital areas of American life, including employment, health, and interpersonal treatment. For example, 1 in 3 Black children live in poverty (vs. 1 in 9 White children) and on average, Black Americans live 4 fewer years than White Americans. Which disparity is more likely to spark reduction efforts? We find that highlighting disparities in health-related (vs. economic) outcomes spurs greater social media engagement and support for disparity-mitigating policy. Further, reading about racial health disparities elicits greater support for action (e.g., protesting) than economic or belonging-based disparities. This occurs, in part, because people view health disparities as violating morally-sacred values which enhances perceived injustice. This work elucidates which manifestations of racial inequality are most likely to prompt Americans to action.</p>
[MAXIMUM ACTION MOD] Derringer
Derringer for MAXIMUM ACTION on Steam. Download available here: https://steamcommunity.com/sharedfiles/filedetails/?id=1787349118 Source: Objaverse 1.0 / Sketchfab
Engaging urban residents in the appropriate actions to mitigate human–wildlife conflicts
<p>Data that supports the following publication: Puri, M., Goode, K.O., Johannsen, K.L., and Pienaar, E.F. (2024) <span>Engaging urban residents in the appropriate actions to mitigate </span><span>human–wildlife</span><span> conflicts. <em>Conservation Science and Practice</em>.</span></p> <p><span>Article DOI: 10.1111/csp2.13074</span></p>
Resource Usage and Optimization Opportunities in Workflows of GitHub Actions - Artifact
<p>This package contains the data, the code used for collection and the analysis notebooks used to obtain the results presented in the paper: "Resource Usage and Optimization Opportunities in Workflows of GitHub Actions" published at ICSE2024.</p>
GitBug-Actions Go Benchmark January 2023
<p>The files are organized as follows:</p> <ul> <li>collect_repos <ul> <li>Contains the execution files of the scanned repositories (one file per repo, with execution results)</li> </ul> </li> <li>collect_bugs <ul> <li>Contains files generated by the "collect_bugs" step, which include all identifed bug-fix commits (one file per repo, one line per bug-fix commit).</li> </ul> </li> <li>export_bugs <br> <ul> <li>Contains files generated by executing GHAs locally for each bug-fix commit. Required for offline execution.</li> </ul> </li> <li>filter_repos <ul> <li>Contains the list of bug-fix commits considered as flaky, non-flaky, and high-quality.</li> </ul> </li> <li>repos <ul> <li>Contains the cloned repositories from which the non-flaky bug-fix commits were collected.</li> </ul> </li> </ul>
Fear in action: Fear conditioning and alleviation through body movements
<p>Fear memories enhance survival especially when the memories guide defensive movements to minimize harm. Accordingly, fear memories and body movements have tight relationships in animals: Fear memory acquisition results in adapting reactive defense movements, while training active defense movements reduces fear memory. However, evidence in humans is scarce because their movements are typically suppressed in experiments. Here, we tracked adult participants' body motions while they underwent ecologically-valid fear conditioning in a 3D virtual space. First, with body motion tracking, we revealed that distinct spatiotemporal body movement patterns emerge through fear conditioning. Second, subsequent training to actively avoid threats with naturalistic defensive actions led to a long-term (24 hrs) reduction of physiological and embodied conditioned responses, while extinction or vicarious training only transiently reduced the responses. Together, our results highlight the role of body movements in human fear memory and its intervention.</p>
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.