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.
445
datasets available to search
ShareScore release 0.9.0
Dataset results
445 results for “data constraint”
Data from: Extreme neck elongation evolved despite strong developmental constraints in bizarre Triassic reptiles – implication for neck modularity in archosaurs
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Data from: High-resolution single-cell analyses reveal evolutionary constraints and evolvability of sexual circuits in Drosophila
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Data from: Incomplete loss of a conserved trait: function, latitudinal cline, and genetic constraints
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Data from: Nocturnal foraging lifts time-constraints in winter for migratory geese but hardly speeds up fueling
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Data from: Dietary constraints of phytosaurian reptiles revealed by dental microwear textural analysis
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Data from: Longer development provides first‐feeding fish time to escape hydrodynamic constraints
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Data from: Evolutionary constraints in host shifts: limited adaptation of <em>Plutella xylostella</em> to cardenolide-defended <em>Erysimum cheiranthoides</em>
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Data from: Local range boundaries versus large-scale tradeoffs: climatic and competitive constraints on tree growth
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Data for: Drought impairs herbivore-induced volatiles, but not through constraints on newly assimilated carbon
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Data from: Spatial phylogenetics reveals evolutionary constraints on the assembly of a large regional flora
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Data from: Fertilizer legacies meet saltwater incursion: challenges and constraints for coastal plain wetland restoration
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Data for: Is the hyoid a constraint on innovation? A study in convergence driving feeding in fish-shaped marine tetrapods
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Data from: Developmental constraints and resource environment shape early emergence and investment in spines in saplings
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Data from: Evidence for complex life cycle constraints on salamander body form diversification
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Data from: Pollinator shifts, contingent evolution, and evolutionary constraint drive floral disparity in Salvia (Lamiaceae): evidence from morphometrics and phylogenetic comparative methods
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Data from: Modeling the impact of birth control policies on China's population and age: effects of delayed births and minimum birth age constraints
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Physiological constraints and cognitive chunking in Zebra Finch songs: Data and R script
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Data from: Evolutionary constraints on tree size and aboveground biomass in tropical dry forests
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Data from: Maternal oxidative stress and reproduction: testing the constraint, cost and shielding hypotheses in a wild mammal
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Data from: The evolution of egg shape in birds: Evolutionary constraints and adaptations
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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.