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.
1,365
datasets available to search
ShareScore release 0.9.0
Dataset results
1,365 results for “Needs”
Urine Tenofovir Point-of-care Test to Identify Patients in Need of ART Adherence Support (UTRA Study)
ClinicalTrials.gov study NCT05333679. IPD Sharing: YES. Countries: 1. Publications: 57.
Can fire-age mosaics really deal with conflicting needs of species? A study using population hotspots of multiple threatened birds
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Data from: Industry needs matter – incorporating stakeholder interests in the selection of flower resources to support pollinators
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Code from: When and where do waterbirds need water? Inferring candidate restoration areas from spatio-temporal variation in surface water availability
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Plant species with larger extrafloral nectaries produce better quality nectar only when needed and favour interactions with best ant partners
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Data from: How many characters are needed to reconstruct a phylogeny?
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Data from: Who needs 'lazy' workers? Inactive workers act as a 'reserve' labor force replacing active workers, but inactive workers are not replaced when they are removed
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Data and R Script from: The ancestor of sharks and rays laid eggs, but ancestral state reconstructions need empirically supported traits and transparent reporting
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Data from: Levels and spatial patterns of effective population sizes in the southern damselfly (Coenagrion mercuriale): On the need to carefully interpret single-point and temporal estimations to set conservation guidelines
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Implementing blended learning for clinician teachers: Identifying their needs and its impact on faculty development initiatives
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Phil Trans B special issue: Climate change adaptation needs a science of culture
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Ecological inference using data from accelerometers needs careful protocols
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Needs assessment of advanced practice provider education in allergy & immunology
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Data from: A normative framework dissociates need and motivation in hypothalamic neurons
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Data from: Comparisons of quantitative approaches for assessing microglial morphology reveal inconsistencies, ecological fallacy, and a need for standardization
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Beach recreationists perceive a lack of knowledge about shorebirds’ needs as a constraint to walking around shorebird flocks
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Reversing declines in farmland birds: how much agri-environment provision is needed at farm and landscapes scales?
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Higher predation rate need not and did not lead to higher risk-induced trait responses in related zooplankton species
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Data from: Canals as invasion pathways in tropical dry forest and the need for monitoring and management
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Data from: Desert lizards modulate their nutritional responses to match seasonal biological needs
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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.